diff --git "a/data/us_femagrant_month_predLen_12/train.jsonl" "b/data/us_femagrant_month_predLen_12/train.jsonl"
--- "a/data/us_femagrant_month_predLen_12/train.jsonl"
+++ "b/data/us_femagrant_month_predLen_12/train.jsonl"
@@ -1,160 +1,160 @@
-{"batch_x": [49706536.0, 69598192.0, 122062232.0, 76194248.0, 104092960.0, 116832760.0, 101307760.0, 68602160.0], "batch_y": [89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2000-04-24: The International Disasters Charter was established on April 25, 2000, with the objective of providing a unified system to support disaster relief efforts. [Source: disasterscharter.org]; Africare and Catholic Relief Services (CRS) were involved in disaster relief efforts in Ethiopia and Eritrea in April 2000. [Source: reliefweb.int]; The US Public Law 106-181 was enacted on April 25, 2000, which included provisions for natural disaster response and emergency relief. [Source: www.congress.gov]; InterAction Member Activity Reports from April 2000 highlighted disaster and emergency relief efforts in Sudan and Ethiopia/Eritrea. [Source: reliefweb.int]; The US Army Corps of Engineers published a document on April 30, 2000, discussing levee design and emergency access requirements. [Source: www.publications.usace.army.mil]; The US Occupational Safety and Health Administration (OSHA) published a notice on April 27, 2000, regarding exit route requirements and disaster recovery assistance. [Source: www.osha.gov] 2000-04-17: The United States government has been involved in disaster management and emergency response efforts, both domestically and internationally, with various agencies and organizations playing key roles. [Source: reliefweb.int, www.cdc.gov, www.publications.usace.army.mil, documents.worldbank.org, executiveboard.wfp.org, www.hud.gov] 2000-04-10: The Federal Emergency Management Agency (FEMA) has spent more than $25 billion to help communities recover after natural disasters in the last decade alone. [Source: www.swc.nd.gov]; Floods continue to teach us about the need for fundamental policy changes in disaster response, recovery, and mitigation and for long-term floodplain management. [Source: biotech.law.lsu.edu] 2000-04-03: The 2000 Mozambique flood was a natural disaster that occurred in February and March 2000. [Source: en.wikipedia.org]; A state of emergency was declared in Paraguay in September 1999 due to drought. [Source: reliefweb.int]; The Boise River and its tributaries were classified as a One-Hundred (100) Year Floodplain by the U.S. Army Corps of Engineers and the Federal Emergency Management Agency. [Source: adacounty.id.gov];'\n 'Available facts are as follows: 2000-04-24: The International Disasters Charter was established on April 25, 2000, with the objective of providing a unified system to support disaster relief efforts. [Source: disasterscharter.org]; Africare and Catholic Relief Services (CRS) were involved in disaster relief efforts in Ethiopia and Eritrea in April 2000. [Source: reliefweb.int]; The US Public Law 106-181 was enacted on April 25, 2000, which included provisions for natural disaster response and emergency relief. [Source: www.congress.gov]; InterAction Member Activity Reports from April 2000 highlighted disaster and emergency relief efforts in Sudan and Ethiopia/Eritrea. [Source: reliefweb.int]; The US Army Corps of Engineers published a document on April 30, 2000, discussing levee design and emergency access requirements. [Source: www.publications.usace.army.mil]; The US Occupational Safety and Health Administration (OSHA) published a notice on April 27, 2000, regarding exit route requirements and disaster recovery assistance. [Source: www.osha.gov] 2000-04-17: The United States government has been involved in disaster management and emergency response efforts, both domestically and internationally, with various agencies and organizations playing key roles. [Source: reliefweb.int, www.cdc.gov, www.publications.usace.army.mil, documents.worldbank.org, executiveboard.wfp.org, www.hud.gov] 2000-04-10: The Federal Emergency Management Agency (FEMA) has spent more than $25 billion to help communities recover after natural disasters in the last decade alone. [Source: www.swc.nd.gov]; Floods continue to teach us about the need for fundamental policy changes in disaster response, recovery, and mitigation and for long-term floodplain management. [Source: biotech.law.lsu.edu] 2000-04-03: The 2000 Mozambique flood was a natural disaster that occurred in February and March 2000. [Source: en.wikipedia.org]; A state of emergency was declared in Paraguay in September 1999 due to drought. [Source: reliefweb.int]; The Boise River and its tributaries were classified as a One-Hundred (100) Year Floodplain by the U.S. Army Corps of Engineers and the Federal Emergency Management Agency. [Source: adacounty.id.gov];']"}
-{"batch_x": [69598192.0, 122062232.0, 76194248.0, 104092960.0, 116832760.0, 101307760.0, 68602160.0, 89463496.0], "batch_y": [33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2000-05-22: The Framework Convention on Civil Defence Assistance recognizes that States have the primary responsibility to take necessary measures in the face of potential disasters or other emergency situations. [Source: www.ifrc.org]; The US Federal Clean Water Act and Public Health Law have provisions for emergency response systems and remediation measures in the event of disasters or emergencies. [Source: dec.ny.gov]; The US Agency for International Development (USAID) and Office of U.S. Foreign Disaster Assistance (OFDA) provide humanitarian response and assistance in the event of disasters and complex emergencies. [Source: reliefweb.int]; Airports and airlines have emergency procedures in place to respond to disasters, including crisis management and emergency response systems. [Source: www.crisisnavigator.com] 2000-05-15: The United States has emergency response systems in place, including the ability to provide partial payment packets for disaster relief and emergency expenditures. [Source: www.newriver.marines.mil, www.law.cornell.edu]; GIS technology is used in disaster and emergency management, including mapping landslide hazards and providing emergency responders with access to federal, state, and local resources. [Source: www.esri.com, www.ncbi.nlm.nih.gov]; The US government provides assistance to state and local authorities in the event of a major disaster or emergency, including search and rescue operations and deployable military hospitals. [Source: www.jcs.mil, pubmed.ncbi.nlm.nih.gov]; Public transportation systems play a critical role in emergency management, maintaining mobility for residents in the aftermath of major disasters. [Source: static.tti.tamu.edu] 2000-05-08: The United States Geological Survey reported an earthquake measuring 7.3 on May 8, 2000. [Source: response.reliefweb.int]; The Central Emergency Response Fund was involved in disaster response in Indonesia on May 8, 2000. [Source: response.reliefweb.int]; The U.S.-SADC (Southern African Development Community) Forum prioritized regional flood control and disaster preparedness on May 8, 2000. [Source: reliefweb.int] 2000-05-01: NA.;'\n 'Available facts are as follows: 2000-05-22: The Framework Convention on Civil Defence Assistance recognizes that States have the primary responsibility to take necessary measures in the face of potential disasters or other emergency situations. [Source: www.ifrc.org]; The US Federal Clean Water Act and Public Health Law have provisions for emergency response systems and remediation measures in the event of disasters or emergencies. [Source: dec.ny.gov]; The US Agency for International Development (USAID) and Office of U.S. Foreign Disaster Assistance (OFDA) provide humanitarian response and assistance in the event of disasters and complex emergencies. [Source: reliefweb.int]; Airports and airlines have emergency procedures in place to respond to disasters, including crisis management and emergency response systems. [Source: www.crisisnavigator.com] 2000-05-15: The United States has emergency response systems in place, including the ability to provide partial payment packets for disaster relief and emergency expenditures. [Source: www.newriver.marines.mil, www.law.cornell.edu]; GIS technology is used in disaster and emergency management, including mapping landslide hazards and providing emergency responders with access to federal, state, and local resources. [Source: www.esri.com, www.ncbi.nlm.nih.gov]; The US government provides assistance to state and local authorities in the event of a major disaster or emergency, including search and rescue operations and deployable military hospitals. [Source: www.jcs.mil, pubmed.ncbi.nlm.nih.gov]; Public transportation systems play a critical role in emergency management, maintaining mobility for residents in the aftermath of major disasters. [Source: static.tti.tamu.edu] 2000-05-08: The United States Geological Survey reported an earthquake measuring 7.3 on May 8, 2000. [Source: response.reliefweb.int]; The Central Emergency Response Fund was involved in disaster response in Indonesia on May 8, 2000. [Source: response.reliefweb.int]; The U.S.-SADC (Southern African Development Community) Forum prioritized regional flood control and disaster preparedness on May 8, 2000. [Source: reliefweb.int] 2000-05-01: NA.;']"}
-{"batch_x": [122062232.0, 76194248.0, 104092960.0, 116832760.0, 101307760.0, 68602160.0, 89463496.0, 33191224.0], "batch_y": [39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257]], "batch_text": "[\"Available facts are as follows: 2000-06-19: The UNDAC Team Mission Report states that no national state of emergency or disaster was declared for the Bengkulu Earthquake in Sumatra on June 19, 2000. [Source: reliefweb.int]; The Childers Backpackers' fire occurred in Queensland, Australia on June 23, 2000. [Source: knowledge.aidr.org.au] 2000-06-12: The United States government has assessed the evacuation effort during Hurricane Floyd in 1999, highlighting the importance of emergency management and response. [Source: www.weather.gov]; The US Fire Administration, Emergency Medical Services, and other agencies have documented operational risk management for civil unrest, including preparedness and response. [Source: www.undrr.org]; The Tennessee Department of Human Services (DHS) has received national recognition for its overall quality of disaster-related emergency assistance. [Source: www.tn.gov] 2000-06-05: The UN launched an emergency appeal for $378 million to avert the effects of drought in the Horn of Africa on June 10, 2000. [Source: response.reliefweb.int]; An earthquake occurred in Indonesia on June 4, 2000, prompting emergency relief efforts. [Source: response.reliefweb.int]; USAID sent a Disaster Team to Eritrea on June 9, 2000, to provide emergency assistance. [Source: allafrica.com] 2000-05-29: The United States government and its agencies, such as FEMA, have emergency response plans and programs in place to prepare for and respond to disasters. [Source: www.govinfo.gov, www.santarosa.fl.gov];\"\n \"Available facts are as follows: 2000-06-19: The UNDAC Team Mission Report states that no national state of emergency or disaster was declared for the Bengkulu Earthquake in Sumatra on June 19, 2000. [Source: reliefweb.int]; The Childers Backpackers' fire occurred in Queensland, Australia on June 23, 2000. [Source: knowledge.aidr.org.au] 2000-06-12: The United States government has assessed the evacuation effort during Hurricane Floyd in 1999, highlighting the importance of emergency management and response. [Source: www.weather.gov]; The US Fire Administration, Emergency Medical Services, and other agencies have documented operational risk management for civil unrest, including preparedness and response. [Source: www.undrr.org]; The Tennessee Department of Human Services (DHS) has received national recognition for its overall quality of disaster-related emergency assistance. [Source: www.tn.gov] 2000-06-05: The UN launched an emergency appeal for $378 million to avert the effects of drought in the Horn of Africa on June 10, 2000. [Source: response.reliefweb.int]; An earthquake occurred in Indonesia on June 4, 2000, prompting emergency relief efforts. [Source: response.reliefweb.int]; USAID sent a Disaster Team to Eritrea on June 9, 2000, to provide emergency assistance. [Source: allafrica.com] 2000-05-29: The United States government and its agencies, such as FEMA, have emergency response plans and programs in place to prepare for and respond to disasters. [Source: www.govinfo.gov, www.santarosa.fl.gov];\"]"}
-{"batch_x": [76194248.0, 104092960.0, 116832760.0, 101307760.0, 68602160.0, 89463496.0, 33191224.0, 39359592.0], "batch_y": [65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809]], "batch_text": "['Available facts are as follows: 2000-07-24: Between 1992 and 1996, losses associated with natural disasters in the United States totaled $140 billion. [Source] 2000-07-17: The International Emergency Management Assistance Memorandum of Understanding was signed between Canada and the United States in 2000 to facilitate cooperation in emergency management. [Source: disasterlaw.ifrc.org]; The Kyoto Convention urges states to take action in proximity to emergencies, including natural disasters and environmental emergencies. [Source: www.ocosec.org]; The US Department of Agriculture donated food aid to Asia and the Pacific in response to a disaster in 2000. [Source: response.reliefweb.int]; Liberia declared a state of emergency in Lofa in 2000 due to a crisis situation. [Source: www.thenewhumanitarian.org]; UNICEF responded to a drought in India in 2000 with emergency aid and long-term solutions. [Source: reliefweb.int] 2000-07-10: The United States government has official agencies and laws in place to manage and respond to disasters and emergencies, such as the Federal Emergency Management Agency (FEMA) and Public Law 106-246. [Source]; There are also organizations and services that provide information and support during emergencies, such as 211 call centers and the United Way. [Source] 2000-07-03: The demands of the emergency of the Marmara earthquake in Turkey in 2000 highlighted the current weaknesses of the disaster management system. [Source: reliefweb.int]; In 2000, a state of emergency was declared in Greece due to fires on Samos Island, requiring the evacuation of several homes and the deployment of 450 firefighters. [Source: earth.esa.int]; A 6.4-magnitude earthquake struck Nicaragua in 2000, prompting the National Emergency Commission to declare a state of emergency. [Source: reliefweb.int];'\n 'Available facts are as follows: 2000-07-24: Between 1992 and 1996, losses associated with natural disasters in the United States totaled $140 billion. [Source] 2000-07-17: The International Emergency Management Assistance Memorandum of Understanding was signed between Canada and the United States in 2000 to facilitate cooperation in emergency management. [Source: disasterlaw.ifrc.org]; The Kyoto Convention urges states to take action in proximity to emergencies, including natural disasters and environmental emergencies. [Source: www.ocosec.org]; The US Department of Agriculture donated food aid to Asia and the Pacific in response to a disaster in 2000. [Source: response.reliefweb.int]; Liberia declared a state of emergency in Lofa in 2000 due to a crisis situation. [Source: www.thenewhumanitarian.org]; UNICEF responded to a drought in India in 2000 with emergency aid and long-term solutions. [Source: reliefweb.int] 2000-07-10: The United States government has official agencies and laws in place to manage and respond to disasters and emergencies, such as the Federal Emergency Management Agency (FEMA) and Public Law 106-246. [Source]; There are also organizations and services that provide information and support during emergencies, such as 211 call centers and the United Way. [Source] 2000-07-03: The demands of the emergency of the Marmara earthquake in Turkey in 2000 highlighted the current weaknesses of the disaster management system. [Source: reliefweb.int]; In 2000, a state of emergency was declared in Greece due to fires on Samos Island, requiring the evacuation of several homes and the deployment of 450 firefighters. [Source: earth.esa.int]; A 6.4-magnitude earthquake struck Nicaragua in 2000, prompting the National Emergency Commission to declare a state of emergency. [Source: reliefweb.int];']"}
-{"batch_x": [104092960.0, 116832760.0, 101307760.0, 68602160.0, 89463496.0, 33191224.0, 39359592.0, 65042924.0], "batch_y": [130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2000-08-21: The United States and the United Kingdom have conducted surveys on hazards and emergency situations. [Source]; Volcano monitoring involves providing precautions and instructions to the public in the event of a natural disaster or other emergency situation. [Source]; The United States has experienced oil spills, with one notable incident being the largest oil spill in the United Kingdom. [Source] 2000-08-14: The National Guard was operating from Liberty, New York, and accepted on the emergency disaster response team in August 2000. [Source: nationalguard.mil]; The IAEA provided assistance in radiological accidents, including the accident in Yanango in August 2000. [Source: www-pub.iaea.org]; The U.S. Department of the Interior, Bureau of Reclamation, had an Emergency Action Plan and guidelines for firefighting and fire prevention in August 2000. [Source: www.usbr.gov]; The U.S. Army Corps of Engineers, South Pacific Division, had a website focused on disaster risk and emergency response in August 2000. [Source: www.spd.usace.army.mil] 2000-08-07: The United States government has established emergency management centers and offices to provide disaster recovery assistance and respond to emergencies. [Source: www.dol.gov]; The Central U.S. Earthquake Consortium (CUSEC) is a nonprofit organization funded by the Federal Emergency Management Agency (FEMA) to address earthquake vulnerabilities. [Source: www.cusec.org]; Heavy rainfall can lead to floods and mudslides, causing states of emergency, as seen in Brazil in 2000. [Source: reliefweb.int]; The United States has experienced devastating wildfires, with the Peshtigo tragedy being one of the worst disasters in U.S. history. [Source: clintonwhitehouse5.archives.gov]; Saint Lucia has a legal framework in place for disaster risk reduction, including the Emergency Powers (Disaster) Act of 1995. [Source: dipecholac.net] 2000-07-31: The United States has experienced various disasters and emergencies in the past, including floods, riots, and mine explosions, which have resulted in significant costs and affected many people. [Source: www.cambridge.org, case.hks.harvard.edu, reliefweb.int, www.haworthnj.org];'\n 'Available facts are as follows: 2000-08-21: The United States and the United Kingdom have conducted surveys on hazards and emergency situations. [Source]; Volcano monitoring involves providing precautions and instructions to the public in the event of a natural disaster or other emergency situation. [Source]; The United States has experienced oil spills, with one notable incident being the largest oil spill in the United Kingdom. [Source] 2000-08-14: The National Guard was operating from Liberty, New York, and accepted on the emergency disaster response team in August 2000. [Source: nationalguard.mil]; The IAEA provided assistance in radiological accidents, including the accident in Yanango in August 2000. [Source: www-pub.iaea.org]; The U.S. Department of the Interior, Bureau of Reclamation, had an Emergency Action Plan and guidelines for firefighting and fire prevention in August 2000. [Source: www.usbr.gov]; The U.S. Army Corps of Engineers, South Pacific Division, had a website focused on disaster risk and emergency response in August 2000. [Source: www.spd.usace.army.mil] 2000-08-07: The United States government has established emergency management centers and offices to provide disaster recovery assistance and respond to emergencies. [Source: www.dol.gov]; The Central U.S. Earthquake Consortium (CUSEC) is a nonprofit organization funded by the Federal Emergency Management Agency (FEMA) to address earthquake vulnerabilities. [Source: www.cusec.org]; Heavy rainfall can lead to floods and mudslides, causing states of emergency, as seen in Brazil in 2000. [Source: reliefweb.int]; The United States has experienced devastating wildfires, with the Peshtigo tragedy being one of the worst disasters in U.S. history. [Source: clintonwhitehouse5.archives.gov]; Saint Lucia has a legal framework in place for disaster risk reduction, including the Emergency Powers (Disaster) Act of 1995. [Source: dipecholac.net] 2000-07-31: The United States has experienced various disasters and emergencies in the past, including floods, riots, and mine explosions, which have resulted in significant costs and affected many people. [Source: www.cambridge.org, case.hks.harvard.edu, reliefweb.int, www.haworthnj.org];']"}
-{"batch_x": [116832760.0, 101307760.0, 68602160.0, 89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0], "batch_y": [40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306]], "batch_text": "['Available facts are as follows: 2000-09-25: The Federal Emergency Management Agency (FEMA) plays a crucial role in emergency management and disaster assistance in the United States. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C. 5121 et seq.) is a federal law that provides assistance to states and local governments in responding to disasters. [Source] 2000-09-18: The United States government has official websites that provide information on disaster management and emergency responses. [Source]; In 2000, there were several disasters and emergencies reported globally, including tornadoes, landslides, typhoons, and floods, which required emergency responses and disaster management efforts. [Source] 2000-09-11: The National Emergency Management Association reports that approximately 10% of disasters in the United States receive a state disaster declaration. [Source: training.fema.gov]; The Federal Emergency Management Agency (FEMA) declared a major disaster for the State of Idaho on September 12, 2000. [Source: www.federalregister.gov]; The United States experiences annualized earthquake losses, with some states having comparable losses despite having fewer hazards. [Source: www.disastersrus.org]; Landslides cause significant losses in the United States, and the USGS scientists advise Federal and State emergency management agencies on mitigation strategies. [Source: pubs.usgs.gov]; The National Weather Service tracks loss of life associated with Atlantic hurricanes, using various reports and assessments to document the impact of these disasters. [Source: journals.ametsoc.org] 2000-09-04: The deadliest natural disaster in the history of the United States was caused by a hurricane. [Source: www.nhc.noaa.gov]; The year 2000 saw an extended and severe fire season with wildfires burning simultaneously across the western United States. [Source: clintonwhitehouse4.archives.gov]; The Ingffhaestia Emergency Message System is designed to warn citizens of natural events and disasters, including local-scale disasters like flash floods. [Source: hypotheticalcitiescountries.fandom.com]; The Federal Emergency Management Agency (FEMA) plays a role in responding to disasters and other emergencies in the United States. [Source: news.va.gov]; Climate change poses a significant threat to the human rights of small island developing states like Tuvalu, with a temperature increase of 1°C potentially spelling disaster for the country. [Source: www.un.org];'\n 'Available facts are as follows: 2000-09-25: The Federal Emergency Management Agency (FEMA) plays a crucial role in emergency management and disaster assistance in the United States. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C. 5121 et seq.) is a federal law that provides assistance to states and local governments in responding to disasters. [Source] 2000-09-18: The United States government has official websites that provide information on disaster management and emergency responses. [Source]; In 2000, there were several disasters and emergencies reported globally, including tornadoes, landslides, typhoons, and floods, which required emergency responses and disaster management efforts. [Source] 2000-09-11: The National Emergency Management Association reports that approximately 10% of disasters in the United States receive a state disaster declaration. [Source: training.fema.gov]; The Federal Emergency Management Agency (FEMA) declared a major disaster for the State of Idaho on September 12, 2000. [Source: www.federalregister.gov]; The United States experiences annualized earthquake losses, with some states having comparable losses despite having fewer hazards. [Source: www.disastersrus.org]; Landslides cause significant losses in the United States, and the USGS scientists advise Federal and State emergency management agencies on mitigation strategies. [Source: pubs.usgs.gov]; The National Weather Service tracks loss of life associated with Atlantic hurricanes, using various reports and assessments to document the impact of these disasters. [Source: journals.ametsoc.org] 2000-09-04: The deadliest natural disaster in the history of the United States was caused by a hurricane. [Source: www.nhc.noaa.gov]; The year 2000 saw an extended and severe fire season with wildfires burning simultaneously across the western United States. [Source: clintonwhitehouse4.archives.gov]; The Ingffhaestia Emergency Message System is designed to warn citizens of natural events and disasters, including local-scale disasters like flash floods. [Source: hypotheticalcitiescountries.fandom.com]; The Federal Emergency Management Agency (FEMA) plays a role in responding to disasters and other emergencies in the United States. [Source: news.va.gov]; Climate change poses a significant threat to the human rights of small island developing states like Tuvalu, with a temperature increase of 1°C potentially spelling disaster for the country. [Source: www.un.org];']"}
-{"batch_x": [101307760.0, 68602160.0, 89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0], "batch_y": [140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2000-10-23: The United States government has passed laws and acts related to disaster relief and emergency assistance, such as Public Law 106-377 and Public Law 106-387, which provide funding and support for disaster relief efforts. [Source] 2000-10-16: The Federal Emergency Management Agency (FEMA) provides grants to states to finance disaster relief and emergency assistance. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C. 5170c) provides for economic assistance and necessary expenses for disaster relief. [Source]; Temporary housing is provided or funded by FEMA in federally declared disasters in the U.S. [Source]; The National Emergency Management Organization (NEMO) reports on disaster situations and responses. [Source] 2000-10-09: The Robert T. Stafford Disaster Relief and Emergency Assistance Act [PL 93-288] was signed, giving the Federal Government authority to respond to disasters. [Source: ovc.ojp.gov]; FEMA has a recognized leadership role in emergency preparedness and disaster management in the United States. [Source: apps.dtic.mil] 2000-10-02: The United Nations has launched an Inter-Agency Appeal for Cambodia, targeting 850,000 beneficiaries and requiring $10,712,754 for emergency shelter, food, health services, water, and sanitation due to floods. [Source: reliefweb.int]; Hurricane Keith has caused damage in Belize, with the UN Emergency Disaster Team assessing the damage and providing emergency supplies. [Source: www.unocha.org]; The US Agency for International Development (USAID) has sent a disaster assessment team to Belize and is delivering emergency supplies, including plastic sheeting. [Source: www.ifrc.org];'\n 'Available facts are as follows: 2000-10-23: The United States government has passed laws and acts related to disaster relief and emergency assistance, such as Public Law 106-377 and Public Law 106-387, which provide funding and support for disaster relief efforts. [Source] 2000-10-16: The Federal Emergency Management Agency (FEMA) provides grants to states to finance disaster relief and emergency assistance. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C. 5170c) provides for economic assistance and necessary expenses for disaster relief. [Source]; Temporary housing is provided or funded by FEMA in federally declared disasters in the U.S. [Source]; The National Emergency Management Organization (NEMO) reports on disaster situations and responses. [Source] 2000-10-09: The Robert T. Stafford Disaster Relief and Emergency Assistance Act [PL 93-288] was signed, giving the Federal Government authority to respond to disasters. [Source: ovc.ojp.gov]; FEMA has a recognized leadership role in emergency preparedness and disaster management in the United States. [Source: apps.dtic.mil] 2000-10-02: The United Nations has launched an Inter-Agency Appeal for Cambodia, targeting 850,000 beneficiaries and requiring $10,712,754 for emergency shelter, food, health services, water, and sanitation due to floods. [Source: reliefweb.int]; Hurricane Keith has caused damage in Belize, with the UN Emergency Disaster Team assessing the damage and providing emergency supplies. [Source: www.unocha.org]; The US Agency for International Development (USAID) has sent a disaster assessment team to Belize and is delivering emergency supplies, including plastic sheeting. [Source: www.ifrc.org];']"}
-{"batch_x": [68602160.0, 89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0], "batch_y": [105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2000-11-20: The Andersen Fire Department has trained for any disaster, and the United States Air Force has an official website that provides information on emergency responses. [Source: www.andersen.af.mil]; The Republic of Vanuatu has a bill for disaster risk management, which allows the Minister to direct government agencies to take action in emergency situations. [Source: www.rcrc-resilience-southeastasia.org]; The US Department of Housing and Urban Development (HUD) provides funding for emergency and natural disaster responses. [Source: www.hud.gov]; The Belize Red Cross has received funding to strengthen its disaster response capacity and develop emergency telecommunications systems. [Source: reliefweb.int]; Mercy Corps has received funding to help rural Mongolians with a $4.4 million program, which includes selling wheat donated by the US Department of Agriculture. [Source: reliefweb.int] 2000-11-13: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management and response in the United States. [Source: www.weather.gov]; In 2000, Hawaii experienced flooding, with over 2,000 people registering for disaster assistance. [Source: www.weather.gov]; The United States government has recognized the potential threat of weapon(s) of mass destruction (WMD) by terrorists and has implemented measures to prepare for and respond to such events. [Source: www.transit.dot.gov]; The Federal Emergency Management Agency provides guidance and resources for reducing risks from natural disasters, including steel moment frame construction. [Source: www.govinfo.gov] 2000-11-06: The Hawaii State Civil Defence reported on a disaster in the state of Hawaii in 1997. [Source: hazards.colorado.edu]; A drought emergency was declared in Eritrea in 2000, with a total reassessed drought emergency requirement of US$ [Source: www.unocha.org]; The Governor of Hawaii declared disaster areas on November 6, 2000. [Source: www.saipantribune.com]; A national day of mourning was declared in the United States on November 12, 2000, following a disaster. [Source: en.wikipedia.org]; The Bureau of Indian Affairs provided disaster relief to Indian communities affected by emergencies in 2000. [Source: www.doi.gov] 2000-10-30: The Disaster Mitigation Act of 2000 was enacted on October 30, 2000, to provide assistance to states and local governments for disaster or emergency declarations. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act was amended to add a new requirement for hazard mitigation planning. [Source];'\n 'Available facts are as follows: 2000-11-20: The Andersen Fire Department has trained for any disaster, and the United States Air Force has an official website that provides information on emergency responses. [Source: www.andersen.af.mil]; The Republic of Vanuatu has a bill for disaster risk management, which allows the Minister to direct government agencies to take action in emergency situations. [Source: www.rcrc-resilience-southeastasia.org]; The US Department of Housing and Urban Development (HUD) provides funding for emergency and natural disaster responses. [Source: www.hud.gov]; The Belize Red Cross has received funding to strengthen its disaster response capacity and develop emergency telecommunications systems. [Source: reliefweb.int]; Mercy Corps has received funding to help rural Mongolians with a $4.4 million program, which includes selling wheat donated by the US Department of Agriculture. [Source: reliefweb.int] 2000-11-13: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management and response in the United States. [Source: www.weather.gov]; In 2000, Hawaii experienced flooding, with over 2,000 people registering for disaster assistance. [Source: www.weather.gov]; The United States government has recognized the potential threat of weapon(s) of mass destruction (WMD) by terrorists and has implemented measures to prepare for and respond to such events. [Source: www.transit.dot.gov]; The Federal Emergency Management Agency provides guidance and resources for reducing risks from natural disasters, including steel moment frame construction. [Source: www.govinfo.gov] 2000-11-06: The Hawaii State Civil Defence reported on a disaster in the state of Hawaii in 1997. [Source: hazards.colorado.edu]; A drought emergency was declared in Eritrea in 2000, with a total reassessed drought emergency requirement of US$ [Source: www.unocha.org]; The Governor of Hawaii declared disaster areas on November 6, 2000. [Source: www.saipantribune.com]; A national day of mourning was declared in the United States on November 12, 2000, following a disaster. [Source: en.wikipedia.org]; The Bureau of Indian Affairs provided disaster relief to Indian communities affected by emergencies in 2000. [Source: www.doi.gov] 2000-10-30: The Disaster Mitigation Act of 2000 was enacted on October 30, 2000, to provide assistance to states and local governments for disaster or emergency declarations. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act was amended to add a new requirement for hazard mitigation planning. [Source];']"}
-{"batch_x": [89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0], "batch_y": [53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2000-12-25: The year 2000 was marked by concerns about the Y2K problem, which was labeled as \"the first challenge of the 21st century\" by then-U.S. President Bill Clinton. [Source] 2000-12-18: In 1989, the U.S. spent $300 million in bilateral aid for foreign disasters and crises, which increased to $1.4 billion in 1994. [Source: www.ncbi.nlm.nih.gov]; In 2000, the U.S. government allocated funds for emergency and disaster assistance, including the Federal Emergency Management Agency (FEMA) and the Disaster Relief Fund. [Source: www.fiscal.treasury.gov]; The Coral Reef Conservation Act of 2000 provided funding for emergency responses to unforeseen or disaster-related circumstances affecting coral reefs. [Source: www.coris.noaa.gov] 2000-12-11: The Federal Emergency Management Agency (FEMA) is involved in emergency management and disaster response in the United States. [Source]; The United States Geological Survey (USGS) cooperates with FEMA to provide scientific information and expertise to support disaster resistant communities. [Source]; The Delta Regional Authority serves 252 counties and parishes in eight states, including 20 counties in Alabama, and provides assistance in response to disasters or emergencies. [Source]; The International Atomic Energy Agency (IAEA) provides information on nuclear disasters, such as the Chernobyl accident, which resulted in 28 deaths from Acute Radiation Sickness and one from cardiac arrest. [Source]; The United Nations High Commissioner for Refugees (UNHCR) coordinates humanitarian assistance for complex emergencies and natural disasters through the Emergency Relief Coordinator (ERC). [Source] 2000-12-04: The United States Congress assembled a Disaster Mitigation Act of 2000, which includes a declaration of major disaster or emergency and provides aid to state or local governments for disaster or emergency response. [Source]; The U.S. Office of Foreign Disaster Assistance (OFDA) provided $6,680,000 in aid to Afghans inside Afghanistan, and the UN received $500,000 for the Afghanistan Emergency Trust Fund. [Source]; Indonesia received humanitarian aid from USAID, and the International Federation of Red Cross and Red Crescent Societies (IFRC) issued an appeal for disaster response. [Source]; The U.S. Department of Transportation\\'s Office of Pipeline Safety conducted an environmental assessment of its safety and environmental review. [Source];'\n 'Available facts are as follows: 2000-12-25: The year 2000 was marked by concerns about the Y2K problem, which was labeled as \"the first challenge of the 21st century\" by then-U.S. President Bill Clinton. [Source] 2000-12-18: In 1989, the U.S. spent $300 million in bilateral aid for foreign disasters and crises, which increased to $1.4 billion in 1994. [Source: www.ncbi.nlm.nih.gov]; In 2000, the U.S. government allocated funds for emergency and disaster assistance, including the Federal Emergency Management Agency (FEMA) and the Disaster Relief Fund. [Source: www.fiscal.treasury.gov]; The Coral Reef Conservation Act of 2000 provided funding for emergency responses to unforeseen or disaster-related circumstances affecting coral reefs. [Source: www.coris.noaa.gov] 2000-12-11: The Federal Emergency Management Agency (FEMA) is involved in emergency management and disaster response in the United States. [Source]; The United States Geological Survey (USGS) cooperates with FEMA to provide scientific information and expertise to support disaster resistant communities. [Source]; The Delta Regional Authority serves 252 counties and parishes in eight states, including 20 counties in Alabama, and provides assistance in response to disasters or emergencies. [Source]; The International Atomic Energy Agency (IAEA) provides information on nuclear disasters, such as the Chernobyl accident, which resulted in 28 deaths from Acute Radiation Sickness and one from cardiac arrest. [Source]; The United Nations High Commissioner for Refugees (UNHCR) coordinates humanitarian assistance for complex emergencies and natural disasters through the Emergency Relief Coordinator (ERC). [Source] 2000-12-04: The United States Congress assembled a Disaster Mitigation Act of 2000, which includes a declaration of major disaster or emergency and provides aid to state or local governments for disaster or emergency response. [Source]; The U.S. Office of Foreign Disaster Assistance (OFDA) provided $6,680,000 in aid to Afghans inside Afghanistan, and the UN received $500,000 for the Afghanistan Emergency Trust Fund. [Source]; Indonesia received humanitarian aid from USAID, and the International Federation of Red Cross and Red Crescent Societies (IFRC) issued an appeal for disaster response. [Source]; The U.S. Department of Transportation\\'s Office of Pipeline Safety conducted an environmental assessment of its safety and environmental review. [Source];']"}
-{"batch_x": [33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0], "batch_y": [75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2001-01-22: The Gujarat State Disaster Management Authority (GSDMA) was established immediately after the 26th January 2001 earthquake. [Source: www.gsdma.org]; The Indian government announced a US$2.5 million package to revive small, medium, and cottage industries after a disaster. [Source: www.adrc.asia]; A major earthquake occurred in Japan on January 24, 2001, which destroyed roads and cut access to affected areas. [Source: www.cnn.com]; In the United States, the Federal Emergency Management Agency (FEMA) issues major disaster declarations, which can lead to temporary assistance for needy families. [Source: www.michigan.gov] 2001-01-15: The United States Government has interagency plans in place to coordinate Federal assistance in the event of a disaster or emergency, including the initiation of action by the Federal Coordinating Officer (FCO) to assure Federal Assistance. [Source: irp.fas.org]; There are specific guidelines and regulations in place for emergency services, such as the requirement for Air Rescue and Fire Fighting (ARFF) vehicles at airports. [Source: www.lawa.org]; Emergency management programs exist at the state and local level, including disaster mutual aid plans and contracts with disaster response companies. [Source: www.utmb.edu]; There are specialized services and programs in place for disaster response, such as swiftwater/flood search and rescue teams. [Source: www.caloes.ca.gov] 2001-01-08: The United States Government has a registry that contains information on contractors willing to perform disaster or emergency relief activities within the United States and its outlying areas. [Source: www.ecfr.gov] 2001-01-01: The U.S. Army Corps of Engineers (USACE) aims to reduce disaster risk through collaboration with partners. [Source: www.hnc.usace.army.mil]; The Los Angeles Fire Department has a Disaster Preparedness Section to prepare for emergencies. [Source: www.sjsu.edu]; The \"Safe Arms for Newborns\" law in California requires parents to complete a form that could be useful in the care of the child. [Source: www.escondido.org]; The 96 Hour Hospital Sustainability plan involves activating Local and State Emergency Operations Centers to manage disasters. [Source: www.mhanet.com]; The California Department of Housing and Community Development has programs for Disaster Recovery and Mitigation. [Source: www.hcd.ca.gov]; The United Nations proclaimed the International Decade for Natural Disaster Reduction (IDNDR) in 1990. [Source: www.pmel.noaa.gov];'\n 'Available facts are as follows: 2001-01-22: The Gujarat State Disaster Management Authority (GSDMA) was established immediately after the 26th January 2001 earthquake. [Source: www.gsdma.org]; The Indian government announced a US$2.5 million package to revive small, medium, and cottage industries after a disaster. [Source: www.adrc.asia]; A major earthquake occurred in Japan on January 24, 2001, which destroyed roads and cut access to affected areas. [Source: www.cnn.com]; In the United States, the Federal Emergency Management Agency (FEMA) issues major disaster declarations, which can lead to temporary assistance for needy families. [Source: www.michigan.gov] 2001-01-15: The United States Government has interagency plans in place to coordinate Federal assistance in the event of a disaster or emergency, including the initiation of action by the Federal Coordinating Officer (FCO) to assure Federal Assistance. [Source: irp.fas.org]; There are specific guidelines and regulations in place for emergency services, such as the requirement for Air Rescue and Fire Fighting (ARFF) vehicles at airports. [Source: www.lawa.org]; Emergency management programs exist at the state and local level, including disaster mutual aid plans and contracts with disaster response companies. [Source: www.utmb.edu]; There are specialized services and programs in place for disaster response, such as swiftwater/flood search and rescue teams. [Source: www.caloes.ca.gov] 2001-01-08: The United States Government has a registry that contains information on contractors willing to perform disaster or emergency relief activities within the United States and its outlying areas. [Source: www.ecfr.gov] 2001-01-01: The U.S. Army Corps of Engineers (USACE) aims to reduce disaster risk through collaboration with partners. [Source: www.hnc.usace.army.mil]; The Los Angeles Fire Department has a Disaster Preparedness Section to prepare for emergencies. [Source: www.sjsu.edu]; The \"Safe Arms for Newborns\" law in California requires parents to complete a form that could be useful in the care of the child. [Source: www.escondido.org]; The 96 Hour Hospital Sustainability plan involves activating Local and State Emergency Operations Centers to manage disasters. [Source: www.mhanet.com]; The California Department of Housing and Community Development has programs for Disaster Recovery and Mitigation. [Source: www.hcd.ca.gov]; The United Nations proclaimed the International Decade for Natural Disaster Reduction (IDNDR) in 1990. [Source: www.pmel.noaa.gov];']"}
-{"batch_x": [39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0], "batch_y": [253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2001-02-19: Vulnerability to hazards is a function of the degree of exposure to hazards and the degree of ability to cope with them. [Source: www.ncbi.nlm.nih.gov] 2001-02-12: The US Federal Emergency Management Agency (FEMA) plays a role in disaster mitigation planning in the United States. [Source: pubs.usgs.gov]; The Office of Disaster Preparedness and Emergency Management in Jamaica gathers information on disaster preparedness and emergency management. [Source: www.sam.usace.army.mil] 2001-02-05: The United States has experienced various disasters, including hurricanes, floods, earthquakes, and fires, which have resulted in damage to property and loss of life. [Source: www.boe.ca.gov, www.cdc.gov] 2001-01-29: The United States experiences an average of 600 heat-related deaths every year, making extreme heat a significant natural disaster. [Source: www.cdc.gov];'\n 'Available facts are as follows: 2001-02-19: Vulnerability to hazards is a function of the degree of exposure to hazards and the degree of ability to cope with them. [Source: www.ncbi.nlm.nih.gov] 2001-02-12: The US Federal Emergency Management Agency (FEMA) plays a role in disaster mitigation planning in the United States. [Source: pubs.usgs.gov]; The Office of Disaster Preparedness and Emergency Management in Jamaica gathers information on disaster preparedness and emergency management. [Source: www.sam.usace.army.mil] 2001-02-05: The United States has experienced various disasters, including hurricanes, floods, earthquakes, and fires, which have resulted in damage to property and loss of life. [Source: www.boe.ca.gov, www.cdc.gov] 2001-01-29: The United States experiences an average of 600 heat-related deaths every year, making extreme heat a significant natural disaster. [Source: www.cdc.gov];']"}
-{"batch_x": [65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0], "batch_y": [128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2001-03-26: The National Transportation Safety Board (NTSB) investigates accidents, including those related to natural disasters. [Source: www.ntsb.gov]; The Federal Register documents disaster and emergency areas in the United States, including Arkansas. [Source: www.federalregister.gov]; The United Nations Office for the Coordination of Humanitarian Affairs (OCHA) reports on humanitarian disasters, including food and water shortages in Sudan. [Source: www.unocha.org]; The US Department of Labor provides disaster recovery assistance and emergency accountability status. [Source: www.dol.gov] 2001-03-19: The Organisation of American States (OAS) is implementing the disaster management program in St. Kitts/Nevis, and the Caribbean Disaster Emergency Response Agency is involved in the national emergency shelter policy. [Source]; The Federal Emergency Management Agency (FEMA) is responsible for emergency management and disaster relief in the United States, and has a Stafford Disaster Relief and Emergency Assistance program. [Source]; The United States Agency for International Development Office of Foreign Disaster Assistance provided aid to India and Pakistan after an earthquake in South Asia. [Source] 2001-03-12: The United States government and various organizations have emergency preparedness plans and disaster reduction strategies in place to mitigate the impact of natural disasters and emergencies. [Source: nws.weather.gov, www.ecfr.gov, www.usace.army.mil] 2001-03-05: The involvement of civil society in crisis and disasters is committed to the provision of emergency services, as seen in the Swedish Red Cross's efforts. [Source]; The Federal Emergency Management Agency (FEMA) of the U.S. Department of Homeland Security funds Disaster Unemployment Assistance (DUA) grants to states. [Source]; The Commonwealth Government Disaster Response Plan is activated in response to disasters, involving various sectors and emergency services. [Source]; Governments and international organizations provide emergency aid and assistance in response to natural disasters, such as earthquakes and cyclones. [Source];\"\n \"Available facts are as follows: 2001-03-26: The National Transportation Safety Board (NTSB) investigates accidents, including those related to natural disasters. [Source: www.ntsb.gov]; The Federal Register documents disaster and emergency areas in the United States, including Arkansas. [Source: www.federalregister.gov]; The United Nations Office for the Coordination of Humanitarian Affairs (OCHA) reports on humanitarian disasters, including food and water shortages in Sudan. [Source: www.unocha.org]; The US Department of Labor provides disaster recovery assistance and emergency accountability status. [Source: www.dol.gov] 2001-03-19: The Organisation of American States (OAS) is implementing the disaster management program in St. Kitts/Nevis, and the Caribbean Disaster Emergency Response Agency is involved in the national emergency shelter policy. [Source]; The Federal Emergency Management Agency (FEMA) is responsible for emergency management and disaster relief in the United States, and has a Stafford Disaster Relief and Emergency Assistance program. [Source]; The United States Agency for International Development Office of Foreign Disaster Assistance provided aid to India and Pakistan after an earthquake in South Asia. [Source] 2001-03-12: The United States government and various organizations have emergency preparedness plans and disaster reduction strategies in place to mitigate the impact of natural disasters and emergencies. [Source: nws.weather.gov, www.ecfr.gov, www.usace.army.mil] 2001-03-05: The involvement of civil society in crisis and disasters is committed to the provision of emergency services, as seen in the Swedish Red Cross's efforts. [Source]; The Federal Emergency Management Agency (FEMA) of the U.S. Department of Homeland Security funds Disaster Unemployment Assistance (DUA) grants to states. [Source]; The Commonwealth Government Disaster Response Plan is activated in response to disasters, involving various sectors and emergency services. [Source]; Governments and international organizations provide emergency aid and assistance in response to natural disasters, such as earthquakes and cyclones. [Source];\"]"}
-{"batch_x": [130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0], "batch_y": [105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2001-04-23: The U.S. Army Corps of Engineers is involved in various disaster-related activities, including emergency response and disaster preparedness plans. [Source: multiple sources]; There are protocols and guidelines in place for responding to emergencies and natural disasters, such as the Building Occupancy Resumption Program and the Protocol for Sustainable Development of Lake. [Source: www.sf.gov, www.internationalwaterlaw.org] 2001-04-16: The Organization of American States (OAS) has implemented a School Vulnerability Reduction Resource Page to reduce disaster risks in schools. [Source: www.oas.org]; The United States government has official websites providing information on disaster preparedness and response, such as the National Office of Disaster and the U.S. Federal Emergency Management Agency. [Source: www.oas.org, www.ncbi.nlm.nih.gov]; The U.S. Agency for International Development provides disaster assistance and emergency relief, including in Ethiopia during a famine in 2000. [Source: www.cdc.gov]; The American Red Cross provides disaster assistance, including emergency messages to members of the Armed Forces. [Source: reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (OFDA) has been active in Sudan since 1987, addressing emergency needs of the war and natural disasters. [Source: pdf.usaid.gov] 2001-04-09: With more people moving into disaster-prone areas, including earthquake zones, flood plains, and coastal areas in the USA, the risk of disasters will increase in years to come. [Source: www.ncbi.nlm.nih.gov] 2001-04-02: The Federal Emergency Management Agency (FEMA) coordinates federal assistance when disasters and emergencies are declared and administers a fund for this purpose. [Source: abag.ca.gov]; FEMA provides payments for flood insurance, which are not considered income. [Source: www.taxnotes.com]; The World Food Programme (WFP) launched an emergency relief operation for flood-ravaged Malawi, which declared a state of disaster on February 21. [Source: reliefweb.int]; The United States Agency for International Development (USAID) is involved in disaster relief efforts in Indonesia. [Source: response.reliefweb.int]; The National Institute for Disaster Management (INGC) is a national-level partner of the Food Fund and WFP's traditional partner for emergency activities. [Source: executiveboard.wfp.org];\"\n \"Available facts are as follows: 2001-04-23: The U.S. Army Corps of Engineers is involved in various disaster-related activities, including emergency response and disaster preparedness plans. [Source: multiple sources]; There are protocols and guidelines in place for responding to emergencies and natural disasters, such as the Building Occupancy Resumption Program and the Protocol for Sustainable Development of Lake. [Source: www.sf.gov, www.internationalwaterlaw.org] 2001-04-16: The Organization of American States (OAS) has implemented a School Vulnerability Reduction Resource Page to reduce disaster risks in schools. [Source: www.oas.org]; The United States government has official websites providing information on disaster preparedness and response, such as the National Office of Disaster and the U.S. Federal Emergency Management Agency. [Source: www.oas.org, www.ncbi.nlm.nih.gov]; The U.S. Agency for International Development provides disaster assistance and emergency relief, including in Ethiopia during a famine in 2000. [Source: www.cdc.gov]; The American Red Cross provides disaster assistance, including emergency messages to members of the Armed Forces. [Source: reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (OFDA) has been active in Sudan since 1987, addressing emergency needs of the war and natural disasters. [Source: pdf.usaid.gov] 2001-04-09: With more people moving into disaster-prone areas, including earthquake zones, flood plains, and coastal areas in the USA, the risk of disasters will increase in years to come. [Source: www.ncbi.nlm.nih.gov] 2001-04-02: The Federal Emergency Management Agency (FEMA) coordinates federal assistance when disasters and emergencies are declared and administers a fund for this purpose. [Source: abag.ca.gov]; FEMA provides payments for flood insurance, which are not considered income. [Source: www.taxnotes.com]; The World Food Programme (WFP) launched an emergency relief operation for flood-ravaged Malawi, which declared a state of disaster on February 21. [Source: reliefweb.int]; The United States Agency for International Development (USAID) is involved in disaster relief efforts in Indonesia. [Source: response.reliefweb.int]; The National Institute for Disaster Management (INGC) is a national-level partner of the Food Fund and WFP's traditional partner for emergency activities. [Source: executiveboard.wfp.org];\"]"}
-{"batch_x": [40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0], "batch_y": [85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2001-05-21: The United States government has laws and regulations in place for disaster mitigation and response, including the International Emergency Economic Powers Act. [Source]; There have been instances of emergency responses and disaster mitigation efforts in the past, such as the Elisabeth C. Miller Library Fire in 2001. [Source] 2001-05-14: The American Red Cross and Humane Society of the United States provide tips for preparing for emergencies and disasters, including natural disasters and animal preparedness. [Source] 2001-05-07: Objective facts about the Climate and Disaster situation:The McFarland, a deep-draft hopper dredge, conducted urgent dredging for 62 days on the Southwest Pass of the Mississippi River in May 2015. [Source: www.nap.usace.army.mil]Disaster response workers are attempting to assess the damage in Liberia despite the challenges. [Source: reliefweb.int] 2001-04-30: The 2001 floods in Southern Africa led to a state of disaster, with displaced person camps set up by the National Emergency Committee. [Source: reliefweb.int]; In the United States, floods cause more property damage than all other natural hazards combined, according to the Federal Emergency Management Agency (FEMA). [Source: www.pittcountync.gov];'\n 'Available facts are as follows: 2001-05-21: The United States government has laws and regulations in place for disaster mitigation and response, including the International Emergency Economic Powers Act. [Source]; There have been instances of emergency responses and disaster mitigation efforts in the past, such as the Elisabeth C. Miller Library Fire in 2001. [Source] 2001-05-14: The American Red Cross and Humane Society of the United States provide tips for preparing for emergencies and disasters, including natural disasters and animal preparedness. [Source] 2001-05-07: Objective facts about the Climate and Disaster situation:The McFarland, a deep-draft hopper dredge, conducted urgent dredging for 62 days on the Southwest Pass of the Mississippi River in May 2015. [Source: www.nap.usace.army.mil]Disaster response workers are attempting to assess the damage in Liberia despite the challenges. [Source: reliefweb.int] 2001-04-30: The 2001 floods in Southern Africa led to a state of disaster, with displaced person camps set up by the National Emergency Committee. [Source: reliefweb.int]; In the United States, floods cause more property damage than all other natural hazards combined, according to the Federal Emergency Management Agency (FEMA). [Source: www.pittcountync.gov];']"}
-{"batch_x": [140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0], "batch_y": [96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257]], "batch_text": "[\"Available facts are as follows: 2001-06-25: The Mitigation Subcommittee of the NTHMP is composed of emergency managers and geoscientists from five states and two FEMA regions, aiming to mitigate tsunami disasters. [Source: nws.weather.gov]; The United States Environmental Protection Agency has guidelines for reviewing contingency plans and emergency response plans to address natural disaster impacts. [Source: semspub.epa.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency aid to countries affected by disasters. [Source: reliefweb.int] 2001-06-18: Objective facts about the Climate and Disaster situation:The Governor of the State of Florida must declare a “state of emergency” in order for an association to utilize the statutorily prescribed emergency powers. [Source: www.floridacondohoalawblog.com]Personal generators are useful following a disaster, but they also pose safety risks if not used properly. [Source: www.entergynewsroom.com]In Florida, Mobile Home (MH) and Recreational Vehicle (RV) authorities have a role in preparing for emergencies. [Source: www.floridahealth.gov] 2001-06-11: The U.S. Department of Homeland Security, Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management. [Source: youth.gov]; In the event of a Presidential or Governor's Declared Emergency or Disaster, local PIOs work with state and federal PIOs assigned to the incident. [Source: www.michigan.gov]; The Federal Emergency Management Agency (FEMA) declared federal disasters in 31 Texas counties due to flooding. [Source: www.weather.gov] 2001-06-04: The COVID-19 pandemic was declared as an official disaster occurrence by both federal and state governments in the United States in 2001. [Source: www.dhs.state.il.us]; Tropical Storm Allison caused heavy rains and floods in Texas in June 2001, resulting in emergency declarations and response efforts. [Source: www.weather.gov]; A rapid needs assessment was conducted in Houston, Texas, after Tropical Storm Allison, identifying severely flood-affected areas and dividing them into two sectors. [Source: www.cdc.gov];\"\n \"Available facts are as follows: 2001-06-25: The Mitigation Subcommittee of the NTHMP is composed of emergency managers and geoscientists from five states and two FEMA regions, aiming to mitigate tsunami disasters. [Source: nws.weather.gov]; The United States Environmental Protection Agency has guidelines for reviewing contingency plans and emergency response plans to address natural disaster impacts. [Source: semspub.epa.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency aid to countries affected by disasters. [Source: reliefweb.int] 2001-06-18: Objective facts about the Climate and Disaster situation:The Governor of the State of Florida must declare a “state of emergency” in order for an association to utilize the statutorily prescribed emergency powers. [Source: www.floridacondohoalawblog.com]Personal generators are useful following a disaster, but they also pose safety risks if not used properly. [Source: www.entergynewsroom.com]In Florida, Mobile Home (MH) and Recreational Vehicle (RV) authorities have a role in preparing for emergencies. [Source: www.floridahealth.gov] 2001-06-11: The U.S. Department of Homeland Security, Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management. [Source: youth.gov]; In the event of a Presidential or Governor's Declared Emergency or Disaster, local PIOs work with state and federal PIOs assigned to the incident. [Source: www.michigan.gov]; The Federal Emergency Management Agency (FEMA) declared federal disasters in 31 Texas counties due to flooding. [Source: www.weather.gov] 2001-06-04: The COVID-19 pandemic was declared as an official disaster occurrence by both federal and state governments in the United States in 2001. [Source: www.dhs.state.il.us]; Tropical Storm Allison caused heavy rains and floods in Texas in June 2001, resulting in emergency declarations and response efforts. [Source: www.weather.gov]; A rapid needs assessment was conducted in Houston, Texas, after Tropical Storm Allison, identifying severely flood-affected areas and dividing them into two sectors. [Source: www.cdc.gov];\"]"}
-{"batch_x": [105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0], "batch_y": [109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809]], "batch_text": "['Available facts are as follows: 2001-07-23: Objective facts about the Climate and Disaster situation:The United States government has official websites that provide information on disaster response and recovery, such as the U.S. Department of Labor and the U.S. Army Corps of Engineers. [Source: www.dol.gov, www.poa.usace.army.mil]Natural disasters are occurring more frequently, as stated by Iran on behalf of the Group of 77 and China at the ECOSOC meeting. [Source: www.ohchr.org] 2001-07-16: The Baltimore Office of Disaster has compiled emergency preparedness documents, and the railroad industry owns almost all of the railroad infrastructure in the United States. [Source: www.ntsb.gov]; The Howard Street Tunnel Fire occurred on July 18, 2001, in Baltimore, and the city is part of the fifth largest metropolitan area in the United States. [Source: www.hsdl.org]; The U.S. Department of Labor provides disaster recovery assistance and emergency resources. [Source: www.dol.gov]; The International Federation of Red Cross and Red Crescent Societies (IFRC) has provided disaster preparedness capacity to Mongolia. [Source: reliefweb.int] 2001-07-09: The United States has a framework in place for responding to disasters and emergencies, including biological and chemical terrorism, hazardous materials, and natural disasters. [Source: www.fema.gov, emergency.cdc.gov, www.epa.gov] 2001-07-02: Objective facts about the Climate and Disaster situation:The Peruvian government declared a state of emergency in the departments of Arequipa due to an earthquake on June 24, 2001. [Source: reliefweb.int]A flood occurred on July 8, 2001, and remains the worst disaster in local history. [Source: www.register-herald.com]140 people were killed in a jet crash in Russia on July 4, 2001. [Source: www.chicagotribune.com];'\n 'Available facts are as follows: 2001-07-23: Objective facts about the Climate and Disaster situation:The United States government has official websites that provide information on disaster response and recovery, such as the U.S. Department of Labor and the U.S. Army Corps of Engineers. [Source: www.dol.gov, www.poa.usace.army.mil]Natural disasters are occurring more frequently, as stated by Iran on behalf of the Group of 77 and China at the ECOSOC meeting. [Source: www.ohchr.org] 2001-07-16: The Baltimore Office of Disaster has compiled emergency preparedness documents, and the railroad industry owns almost all of the railroad infrastructure in the United States. [Source: www.ntsb.gov]; The Howard Street Tunnel Fire occurred on July 18, 2001, in Baltimore, and the city is part of the fifth largest metropolitan area in the United States. [Source: www.hsdl.org]; The U.S. Department of Labor provides disaster recovery assistance and emergency resources. [Source: www.dol.gov]; The International Federation of Red Cross and Red Crescent Societies (IFRC) has provided disaster preparedness capacity to Mongolia. [Source: reliefweb.int] 2001-07-09: The United States has a framework in place for responding to disasters and emergencies, including biological and chemical terrorism, hazardous materials, and natural disasters. [Source: www.fema.gov, emergency.cdc.gov, www.epa.gov] 2001-07-02: Objective facts about the Climate and Disaster situation:The Peruvian government declared a state of emergency in the departments of Arequipa due to an earthquake on June 24, 2001. [Source: reliefweb.int]A flood occurred on July 8, 2001, and remains the worst disaster in local history. [Source: www.register-herald.com]140 people were killed in a jet crash in Russia on July 4, 2001. [Source: www.chicagotribune.com];']"}
-{"batch_x": [53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0], "batch_y": [480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2001-08-20: The United States government has official websites with.gov domains that belong to official government organizations. [Source]; Earthquakes cannot be prevented, but having earthquake emergency contingency plans can help businesses and corporations prepare for and respond to earthquakes. [Source]; The Humanitarian Aid Commission (HAC) of the Government of Sudan reported that flash floods have affected areas in River Nile State. [Source]; Floods have affected 2,500 families in two of the worst affected areas in River Nile State, Sudan. [Source] 2001-08-13: The United States has various entities and agencies responsible for disaster management, including the Federal Emergency Management Agency (FEMA), the United States Fire Administration (USFA), and the Environmental Protection Agency (EPA). [Source] 2001-08-06: The United States has experienced various disasters, including earthquakes, floods, and bombings, which have led to the development of emergency response procedures and disaster management strategies. [Source: www.ojp.gov, reliefweb.int, www.dnr.wa.gov, www.weather.gov] 2001-07-30: The United States Department of Agriculture (USDA) plays a role in emergency management and disaster response. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to complex emergencies, such as the one in Sudan in 2001. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) is involved in disaster response and humanitarian assistance. [Source]; The National Fire Plan aims to reintroduce fire in wildland areas to reduce the risk of large, intense fires. [Source]; The Occupational Safety and Health Administration (OSHA) issues emergency standards to protect workers from hazards, including asbestos exposure. [Source];'\n 'Available facts are as follows: 2001-08-20: The United States government has official websites with.gov domains that belong to official government organizations. [Source]; Earthquakes cannot be prevented, but having earthquake emergency contingency plans can help businesses and corporations prepare for and respond to earthquakes. [Source]; The Humanitarian Aid Commission (HAC) of the Government of Sudan reported that flash floods have affected areas in River Nile State. [Source]; Floods have affected 2,500 families in two of the worst affected areas in River Nile State, Sudan. [Source] 2001-08-13: The United States has various entities and agencies responsible for disaster management, including the Federal Emergency Management Agency (FEMA), the United States Fire Administration (USFA), and the Environmental Protection Agency (EPA). [Source] 2001-08-06: The United States has experienced various disasters, including earthquakes, floods, and bombings, which have led to the development of emergency response procedures and disaster management strategies. [Source: www.ojp.gov, reliefweb.int, www.dnr.wa.gov, www.weather.gov] 2001-07-30: The United States Department of Agriculture (USDA) plays a role in emergency management and disaster response. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to complex emergencies, such as the one in Sudan in 2001. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) is involved in disaster response and humanitarian assistance. [Source]; The National Fire Plan aims to reintroduce fire in wildland areas to reduce the risk of large, intense fires. [Source]; The Occupational Safety and Health Administration (OSHA) issues emergency standards to protect workers from hazards, including asbestos exposure. [Source];']"}
-{"batch_x": [75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0], "batch_y": [193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306]], "batch_text": "['Available facts are as follows: 2001-09-24: The authority for USACE to provide emergency response/disaster assistance is PL 84-99 (33 U.S.C. 701n). [Source: www.publications.usace.army.mil]; Executive Order 13224 declared a national emergency to deal with the unusual and extraordinary threat to the national security. [Source: www.state.gov]; The U.S. Army Corps of Engineers provides emergency response/disaster assistance, and the appropriation for this authority is Flood Control. [Source: www.publications.usace.army.mil]; In 2001, there were multiple successive disasters, including floods, in various states and regions. [Source: reliefweb.int]; The President of the United States can order federal disaster aid for affected areas. [Source: georgewbush-whitehouse.archives.gov] 2001-09-17: The Brookwood Mine Disaster occurred on September 23, 2001, resulting in the death of 13 men. [Source: www.msha.gov]; In September 2001, the US government made emergency supplemental appropriations for fiscal year 2001 for additional disaster assistance, anti-terrorism initiatives, and assistance in the recovery from the terrorist attacks on September 11, 2001. [Source: www.congress.gov]; In September 2001, a flood disaster in Nigeria resulted in approximately 200 deaths. [Source: www.mofa.go.jp]; Hurricane Georges caused damages in Antigua/Barbuda and St. Kitts, leading to the establishment of a disaster mitigation program by the US Agency for International Development-Jamaica/Caribbean Regional Program (USAID-J/CAR). [Source: www.oas.org]; The US mining sector has the highest fatality rate of any industry in the country. [Source: nap.nationalacademies.org]; The Environmental Protection Agency (EPA) was given up to $83 million from the Federal Emergency Management Agency (FEMA) to support disaster response efforts. [Source: www.epa.gov]; The 2001 Brookwood disaster led to the development of new safety measures in the mining industry, including the removal of power sources in the event of an emergency. [Source: stacks.cdc.gov] 2001-09-10: The United States Federal government has been addressing local disasters since the Congressional Act of 1803. [Source]; State and local governments are the first line of emergency response in disasters. [Source] 2001-09-03: The United States has no clear evidence of causing a disaster by making an emergency declaration [Source: legal.un.org].; The Secretary of the United States Department of Health and Human Services has the power to make decisions in cases of disaster or emergency [Source: www.ecfr.gov].; The United Nations has agreements and organizations in place for disaster relief and prevention, including the United Nations Disaster Relief Organization [Source: legal.un.org].; The United States Agency for International Development provides humanitarian assistance to countries in need, including disaster relief [Source: response.reliefweb.int].; The United States Army has a strategic imperative to provide military support to civilian authority operations, including disaster relief and emergency management [Source: www.ausa.org].; Public awareness and education are important for disaster risk reduction, and institutions such as the American Red Cross and the Federal Emergency Management Agency play a key role in this effort [Source: www.climatecentre.org].;'\n 'Available facts are as follows: 2001-09-24: The authority for USACE to provide emergency response/disaster assistance is PL 84-99 (33 U.S.C. 701n). [Source: www.publications.usace.army.mil]; Executive Order 13224 declared a national emergency to deal with the unusual and extraordinary threat to the national security. [Source: www.state.gov]; The U.S. Army Corps of Engineers provides emergency response/disaster assistance, and the appropriation for this authority is Flood Control. [Source: www.publications.usace.army.mil]; In 2001, there were multiple successive disasters, including floods, in various states and regions. [Source: reliefweb.int]; The President of the United States can order federal disaster aid for affected areas. [Source: georgewbush-whitehouse.archives.gov] 2001-09-17: The Brookwood Mine Disaster occurred on September 23, 2001, resulting in the death of 13 men. [Source: www.msha.gov]; In September 2001, the US government made emergency supplemental appropriations for fiscal year 2001 for additional disaster assistance, anti-terrorism initiatives, and assistance in the recovery from the terrorist attacks on September 11, 2001. [Source: www.congress.gov]; In September 2001, a flood disaster in Nigeria resulted in approximately 200 deaths. [Source: www.mofa.go.jp]; Hurricane Georges caused damages in Antigua/Barbuda and St. Kitts, leading to the establishment of a disaster mitigation program by the US Agency for International Development-Jamaica/Caribbean Regional Program (USAID-J/CAR). [Source: www.oas.org]; The US mining sector has the highest fatality rate of any industry in the country. [Source: nap.nationalacademies.org]; The Environmental Protection Agency (EPA) was given up to $83 million from the Federal Emergency Management Agency (FEMA) to support disaster response efforts. [Source: www.epa.gov]; The 2001 Brookwood disaster led to the development of new safety measures in the mining industry, including the removal of power sources in the event of an emergency. [Source: stacks.cdc.gov] 2001-09-10: The United States Federal government has been addressing local disasters since the Congressional Act of 1803. [Source]; State and local governments are the first line of emergency response in disasters. [Source] 2001-09-03: The United States has no clear evidence of causing a disaster by making an emergency declaration [Source: legal.un.org].; The Secretary of the United States Department of Health and Human Services has the power to make decisions in cases of disaster or emergency [Source: www.ecfr.gov].; The United Nations has agreements and organizations in place for disaster relief and prevention, including the United Nations Disaster Relief Organization [Source: legal.un.org].; The United States Agency for International Development provides humanitarian assistance to countries in need, including disaster relief [Source: response.reliefweb.int].; The United States Army has a strategic imperative to provide military support to civilian authority operations, including disaster relief and emergency management [Source: www.ausa.org].; Public awareness and education are important for disaster risk reduction, and institutions such as the American Red Cross and the Federal Emergency Management Agency play a key role in this effort [Source: www.climatecentre.org].;']"}
-{"batch_x": [253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0], "batch_y": [98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2001-10-22: The USA PATRIOT Act of 2001 was signed into law on October 26, 2001, which includes provisions related to emergency response and disaster management. [Source]; The term \"State\" in the context of the USA PATRIOT Act refers to any State of the United States. [Source]; The National Disaster Medical System is mentioned in the USA PATRIOT Act as part of the antiterrorism emergency reserve. [Source] 2001-10-15: The United States government has official websites and agencies dedicated to emergency response and disaster management, such as the U.S. Department of the Interior (DOI) and the U.S. Army Corps of Engineers. [Source]; Emergency physicians and organizations like ACEP are committed to improving U.S. emergency response efforts to medical disasters. [Source]; The U.S. Army Corps of Engineers has a mission to respond to disasters, including floods, hurricanes, tornadoes, and manmade emergencies, and to assist with rescue, relief, and recovery efforts. [Source]; The Red Cross is prepared to respond to disasters and emergencies in the United States, with a focus on providing humanitarian aid. [Source] 2001-10-08: The Caribbean region was affected by Hurricane Iris in October 2001, with Belize being one of the countries impacted. [Source: www.unocha.org]; The National Emergency Management Organization (NEMO) in Belize conducted a preliminary damage assessment and listed outstanding needs and relief efforts. [Source: www.unocha.org]; The Caribbean Disaster Emergency Response Agency (CDERA) provided data on the disaster impact and relief efforts in the region. [Source: reliefweb.int] 2001-10-01: The 9/11 attacks on the World Trade Center resulted in 2,830 deaths, making it one of the deadliest disasters in the United States. [Source: www.fema.gov];'\n 'Available facts are as follows: 2001-10-22: The USA PATRIOT Act of 2001 was signed into law on October 26, 2001, which includes provisions related to emergency response and disaster management. [Source]; The term \"State\" in the context of the USA PATRIOT Act refers to any State of the United States. [Source]; The National Disaster Medical System is mentioned in the USA PATRIOT Act as part of the antiterrorism emergency reserve. [Source] 2001-10-15: The United States government has official websites and agencies dedicated to emergency response and disaster management, such as the U.S. Department of the Interior (DOI) and the U.S. Army Corps of Engineers. [Source]; Emergency physicians and organizations like ACEP are committed to improving U.S. emergency response efforts to medical disasters. [Source]; The U.S. Army Corps of Engineers has a mission to respond to disasters, including floods, hurricanes, tornadoes, and manmade emergencies, and to assist with rescue, relief, and recovery efforts. [Source]; The Red Cross is prepared to respond to disasters and emergencies in the United States, with a focus on providing humanitarian aid. [Source] 2001-10-08: The Caribbean region was affected by Hurricane Iris in October 2001, with Belize being one of the countries impacted. [Source: www.unocha.org]; The National Emergency Management Organization (NEMO) in Belize conducted a preliminary damage assessment and listed outstanding needs and relief efforts. [Source: www.unocha.org]; The Caribbean Disaster Emergency Response Agency (CDERA) provided data on the disaster impact and relief efforts in the region. [Source: reliefweb.int] 2001-10-01: The 9/11 attacks on the World Trade Center resulted in 2,830 deaths, making it one of the deadliest disasters in the United States. [Source: www.fema.gov];']"}
-{"batch_x": [128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0], "batch_y": [77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653]], "batch_text": "[\"Available facts are as follows: 2001-11-19: The United States has policies and directives in place for using military resources during peacetime civil emergencies, including natural disasters. [Source: www.esd.whs.mil]; The World Food Programme (WFP) provides assistance to countries in establishing and strengthening disaster preparedness mechanisms, including emergency food assistance. [Source: executiveboard.wfp.org]; The National Academies Press highlights vulnerabilities in U.S. society, including transportation systems, which can be affected by natural disasters. [Source: nap.nationalacademies.org]; A tornado occurred in Sylacauga, Alabama on November 24, 2001, causing damage and prompting emergency response efforts. [Source: www.weather.gov] 2001-11-12: The U.S. Army Corps of Engineers aims to reduce disaster risk and deliver vital engineering solutions to secure the Nation and energize the economy. [Source: www.usace.army.mil]; The United States has developed a Quick Reaction Demining Force (QRDF) to respond to emergency situations quickly and efficiently. [Source: 2009-2017.state.gov]; The U.S. Agency for International Development provides foreign disaster assistance to countries in need, such as Somalia. [Source: pdf.usaid.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides situation reports on complex emergencies and droughts, such as in Somalia. [Source: pdf.usaid.gov] 2001-11-05: The World Trade Center attack on September 11, 2001, led to the development of an Office of Emergency Management in New York City. [Source: www.ncbi.nlm.nih.gov]; Hurricane Michelle weakened and moved out to sea on November 6, 2001, after affecting the Bahamas. [Source: reliefweb.int]; Floods in Sudan's Nile State damaged homes and infrastructure, prompting the establishment of emergency teams in the affected areas. [Source: reliefweb.int]; The Honduran government declared a state of emergency due to Hurricane Michelle. [Source: reliefweb.int] 2001-10-29: The Federal Emergency Management Agency (FEMA) has disaster aid programs to support states in emergency situations. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides humanitarian response and disaster assistance. [Source];\"\n \"Available facts are as follows: 2001-11-19: The United States has policies and directives in place for using military resources during peacetime civil emergencies, including natural disasters. [Source: www.esd.whs.mil]; The World Food Programme (WFP) provides assistance to countries in establishing and strengthening disaster preparedness mechanisms, including emergency food assistance. [Source: executiveboard.wfp.org]; The National Academies Press highlights vulnerabilities in U.S. society, including transportation systems, which can be affected by natural disasters. [Source: nap.nationalacademies.org]; A tornado occurred in Sylacauga, Alabama on November 24, 2001, causing damage and prompting emergency response efforts. [Source: www.weather.gov] 2001-11-12: The U.S. Army Corps of Engineers aims to reduce disaster risk and deliver vital engineering solutions to secure the Nation and energize the economy. [Source: www.usace.army.mil]; The United States has developed a Quick Reaction Demining Force (QRDF) to respond to emergency situations quickly and efficiently. [Source: 2009-2017.state.gov]; The U.S. Agency for International Development provides foreign disaster assistance to countries in need, such as Somalia. [Source: pdf.usaid.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides situation reports on complex emergencies and droughts, such as in Somalia. [Source: pdf.usaid.gov] 2001-11-05: The World Trade Center attack on September 11, 2001, led to the development of an Office of Emergency Management in New York City. [Source: www.ncbi.nlm.nih.gov]; Hurricane Michelle weakened and moved out to sea on November 6, 2001, after affecting the Bahamas. [Source: reliefweb.int]; Floods in Sudan's Nile State damaged homes and infrastructure, prompting the establishment of emergency teams in the affected areas. [Source: reliefweb.int]; The Honduran government declared a state of emergency due to Hurricane Michelle. [Source: reliefweb.int] 2001-10-29: The Federal Emergency Management Agency (FEMA) has disaster aid programs to support states in emergency situations. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides humanitarian response and disaster assistance. [Source];\"]"}
-{"batch_x": [105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0], "batch_y": [72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2001-12-24: The United States government has provided assistance to countries affected by disasters, including Micronesia and Guinea. [Source: reliefweb.int, 2009-2017.state.gov]; The Aral Sea catastrophe has been addressed by the World Bank since 1992. [Source: www.thenewhumanitarian.org]; The United States has laws and regulations in place for emergency procurement authority to facilitate response to disasters. [Source: www.congress.gov]; The Federal Emergency Management Agency (FEMA) has declared areas as federal disaster areas, such as in Oklahoma in 2000. [Source: www.oklahoman.com]; The Chernobyl accident occurred in 1986 and has been studied to understand its causes and scenario. [Source: www.rri.kyoto-u.ac.jp] 2001-12-17: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) provided funds to the State of Hawaii to support disaster response efforts. [Source: www.honolulu.gov]The United States Army Corps of Engineers (USACE) has developed a disaster debris management operations plan. [Source: www.honolulu.gov]In 2001, the President of the United States declared a flood in a state as a disaster. [Source: www.irs.gov] 2001-12-10: The US Office of Foreign Disaster Assistance (OFDA) has been active in Sudan since 1987, addressing emergency needs of the war and drought-affected populations. [Source: pdf.usaid.gov]; The United States Department of Agriculture (USDA) and the Department of State's Office of U.S. Foreign Disaster Assistance (OFDA) have been involved in responding to emergencies and droughts in Sudan. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) has a National Business Emergency Operations Center and provides information on disaster fraud and emergency operations. [Source: www.fema.gov] 2001-12-03: The United States government has emergency management plans and agencies in place to respond to disasters, including the Federal Emergency Management Agency (FEMA) and the Office of Disaster Preparedness and Emergency Management (ODPEM). [Source];\"\n \"Available facts are as follows: 2001-12-24: The United States government has provided assistance to countries affected by disasters, including Micronesia and Guinea. [Source: reliefweb.int, 2009-2017.state.gov]; The Aral Sea catastrophe has been addressed by the World Bank since 1992. [Source: www.thenewhumanitarian.org]; The United States has laws and regulations in place for emergency procurement authority to facilitate response to disasters. [Source: www.congress.gov]; The Federal Emergency Management Agency (FEMA) has declared areas as federal disaster areas, such as in Oklahoma in 2000. [Source: www.oklahoman.com]; The Chernobyl accident occurred in 1986 and has been studied to understand its causes and scenario. [Source: www.rri.kyoto-u.ac.jp] 2001-12-17: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) provided funds to the State of Hawaii to support disaster response efforts. [Source: www.honolulu.gov]The United States Army Corps of Engineers (USACE) has developed a disaster debris management operations plan. [Source: www.honolulu.gov]In 2001, the President of the United States declared a flood in a state as a disaster. [Source: www.irs.gov] 2001-12-10: The US Office of Foreign Disaster Assistance (OFDA) has been active in Sudan since 1987, addressing emergency needs of the war and drought-affected populations. [Source: pdf.usaid.gov]; The United States Department of Agriculture (USDA) and the Department of State's Office of U.S. Foreign Disaster Assistance (OFDA) have been involved in responding to emergencies and droughts in Sudan. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) has a National Business Emergency Operations Center and provides information on disaster fraud and emergency operations. [Source: www.fema.gov] 2001-12-03: The United States government has emergency management plans and agencies in place to respond to disasters, including the Federal Emergency Management Agency (FEMA) and the Office of Disaster Preparedness and Emergency Management (ODPEM). [Source];\"]"}
-{"batch_x": [85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0], "batch_y": [323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2002-01-21: The Stafford Disaster Relief and Emergency Assistance Act and the National Flood Insurance Act are two key laws related to disaster relief in the United States. [Source: www.law.cornell.edu]; In 2002, the Democratic Republic of Congo experienced a volcanic eruption, and the US government provided emergency response to save lives. [Source: reliefweb.int]; In 2001, there were 302 natural disasters registered in the Emergency Events Epidemiological Studies Centre Disaster (EM-DAT) database. [Source: oa.upm.es] 2002-01-14: The Citizen Corps was established in January 2002 to coordinate national efforts in emergency responders, disaster relief, and community safety. [Source]; The Community Emergency Response Team (CERT) program was established to train volunteers to assist emergency responders during disasters, with 48 states participating as of July 2003. [Source]; The Office for the Coordination of Humanitarian Affairs (OCHA) was established to respect national unity of states and provide emergency relief coordination. [Source] 2002-01-07: The United States has experienced various disasters and emergencies, including terrorist attacks, natural hazards, and floods, which have led to federal emergency management agency involvement and declarations of emergency. [Source]; There are existing laws, ordinances, and policies in place to address emergency and disaster situations, such as the Lake County Ordinance 2342 and Public Law 107-117. [Source] 2001-12-31: The Chernobyl accident demonstrated the need to include transboundary implications in emergency plans [Source: www.oecd-nea.org].; The California Earthquake Hazards Mitigation Legislation aims to coordinate the state's response efforts during an emergency [Source: www.wsspc.org].; The National EMS Research Agenda focuses on prehospital emergency care and disaster medicine [Source: www.ems.gov].; The Cambodia floods 2000 final report highlights the importance of disaster relief emergency funds [Source: www.ifrc.org].;\"\n \"Available facts are as follows: 2002-01-21: The Stafford Disaster Relief and Emergency Assistance Act and the National Flood Insurance Act are two key laws related to disaster relief in the United States. [Source: www.law.cornell.edu]; In 2002, the Democratic Republic of Congo experienced a volcanic eruption, and the US government provided emergency response to save lives. [Source: reliefweb.int]; In 2001, there were 302 natural disasters registered in the Emergency Events Epidemiological Studies Centre Disaster (EM-DAT) database. [Source: oa.upm.es] 2002-01-14: The Citizen Corps was established in January 2002 to coordinate national efforts in emergency responders, disaster relief, and community safety. [Source]; The Community Emergency Response Team (CERT) program was established to train volunteers to assist emergency responders during disasters, with 48 states participating as of July 2003. [Source]; The Office for the Coordination of Humanitarian Affairs (OCHA) was established to respect national unity of states and provide emergency relief coordination. [Source] 2002-01-07: The United States has experienced various disasters and emergencies, including terrorist attacks, natural hazards, and floods, which have led to federal emergency management agency involvement and declarations of emergency. [Source]; There are existing laws, ordinances, and policies in place to address emergency and disaster situations, such as the Lake County Ordinance 2342 and Public Law 107-117. [Source] 2001-12-31: The Chernobyl accident demonstrated the need to include transboundary implications in emergency plans [Source: www.oecd-nea.org].; The California Earthquake Hazards Mitigation Legislation aims to coordinate the state's response efforts during an emergency [Source: www.wsspc.org].; The National EMS Research Agenda focuses on prehospital emergency care and disaster medicine [Source: www.ems.gov].; The Cambodia floods 2000 final report highlights the importance of disaster relief emergency funds [Source: www.ifrc.org].;\"]"}
-{"batch_x": [96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0], "batch_y": [176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2002-02-18: The United States has experienced emergency situations and disasters in the past, including natural disasters, which can lead to prescription drug shortages and affect healthcare services. [Source: phrma.org, assembly.state.ny.us] 2002-02-11: The United States Federal Emergency Management Agency (FEMA) categorizes natural and technological disasters. [Source: www.govinfo.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk. [Source: www.usace.army.mil]; The Federal Emergency Management Agency (FEMA) provides support during disasters. [Source: www.ojp.gov] 2002-02-04: The Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance to states and local governments in response to disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) plays a critical role in disaster response and recovery in the United States. [Source] 2002-01-28: The Stafford Act provides for two types of disaster declarations: Emergency and Major Disaster. [Source];'\n 'Available facts are as follows: 2002-02-18: The United States has experienced emergency situations and disasters in the past, including natural disasters, which can lead to prescription drug shortages and affect healthcare services. [Source: phrma.org, assembly.state.ny.us] 2002-02-11: The United States Federal Emergency Management Agency (FEMA) categorizes natural and technological disasters. [Source: www.govinfo.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk. [Source: www.usace.army.mil]; The Federal Emergency Management Agency (FEMA) provides support during disasters. [Source: www.ojp.gov] 2002-02-04: The Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance to states and local governments in response to disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) plays a critical role in disaster response and recovery in the United States. [Source] 2002-01-28: The Stafford Act provides for two types of disaster declarations: Emergency and Major Disaster. [Source];']"}
-{"batch_x": [109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0], "batch_y": [247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2002-03-25: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) is an independent agency of the federal government, reporting to the president, established in 1979. [Source: www.nist.gov] 2002-03-18: There were several disaster-related proclamations and announcements in March 2002, including a disaster proclamation in Illinois and a coronavirus disaster proclamation. [Source] 2002-03-11: The Robert T. Stafford Disaster Relief and Emergency Assistance Act prohibits discrimination on the basis of race, color, religion, nationality, sex, age, or disability. [Source]; The United States experiences approximately 12.5 million pediatric emergency department visits yearly. [Source]; In 2002, a typhoon named Chataan affected the Federated States of Micronesia, and the Disaster Relief Emergency Fund allocated CHF 30,000. [Source] 2002-03-04: The Federal Emergency Management Agency (FEMA) has been active in addressing humanitarian needs in Sudan since 1987, due to war and drought-related disasters. [Source: pdf.usaid.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) has been responding to complex emergency situations in Sudan since 2002. [Source: reliefweb.int]; Tropical Cyclone Waka formed on February 28, 2002, and an appeal was made for US$ 230,412 to respond to the disaster. [Source: response.reliefweb.int];'\n 'Available facts are as follows: 2002-03-25: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) is an independent agency of the federal government, reporting to the president, established in 1979. [Source: www.nist.gov] 2002-03-18: There were several disaster-related proclamations and announcements in March 2002, including a disaster proclamation in Illinois and a coronavirus disaster proclamation. [Source] 2002-03-11: The Robert T. Stafford Disaster Relief and Emergency Assistance Act prohibits discrimination on the basis of race, color, religion, nationality, sex, age, or disability. [Source]; The United States experiences approximately 12.5 million pediatric emergency department visits yearly. [Source]; In 2002, a typhoon named Chataan affected the Federated States of Micronesia, and the Disaster Relief Emergency Fund allocated CHF 30,000. [Source] 2002-03-04: The Federal Emergency Management Agency (FEMA) has been active in addressing humanitarian needs in Sudan since 1987, due to war and drought-related disasters. [Source: pdf.usaid.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) has been responding to complex emergency situations in Sudan since 2002. [Source: reliefweb.int]; Tropical Cyclone Waka formed on February 28, 2002, and an appeal was made for US$ 230,412 to respond to the disaster. [Source: response.reliefweb.int];']"}
-{"batch_x": [480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0], "batch_y": [276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2002-04-22: The United States has guidelines and plans in place for disaster response and emergency management, including mass casualty disaster plans and emergency food assistance. [Source: ojp.gov, executiveboard.wfp.org]; Natural disasters such as tornadoes and catastrophic events can have significant impacts on transportation and communities, and emergency responders play a critical role in responding to these events. [Source: rosap.ntl.bts.gov, www.weather.gov] 2002-04-15: The State of Florida has a Comprehensive Emergency Management Plan in place, which outlines the roles and responsibilities of various agencies and officials in the event of a disaster or emergency. [Source: www.floridadisaster.org]; The U.S. Department of Veteran Affairs, Substance Abuse and Mental Health Services Administration, and other federal agencies have efforts in place for disaster preparedness, response, and recovery. [Source: www.osha.gov]; FEMA provides resources and training for building strong emergency preparedness programs, including evaluating disaster/emergency preparedness and response. [Source: training.fema.gov]; Rural communities may face challenges in emergency preparedness due to limited resources, and the U.S. Health and Human Services Secretary has emphasized the need for rural readiness. [Source: www.ruralhealthinfo.org]; NOAA Weather Radio is a critical tool for emergency preparedness, and surveys have recommended its expansion to improve disaster response. [Source: www.weather.gov] 2002-04-08: The USS Thresher (SSN-593) was lost on 10 April 1963 with 129 crew members, making it the worst submarine disaster in U.S. Navy history. [Source: www.usni.org]; The Wake Island Code defines a calamitous emergency as a disaster, national peril, radiological hazard, or other emergency that affects the United States or the District of Columbia. [Source: www.ecfr.gov]; The National Disaster Resilience Grant Scheme funded research on gatekeepers in crisis situations, specifically in 2012, Florida. [Source: scholarspace.manoa.hawaii.edu]; Federal involvement in disaster relief in the U.S. occurs after the state has implemented its emergency plan and if the severity of the disaster is such that state resources are overwhelmed. [Source: www.faa.gov]; A landslide in Papua New Guinea in 2002 prompted the Morobe Provincial Disaster Committee and the Lae Branch of the Red Cross to respond, with no international assistance requested. [Source: www.unocha.org] 2002-04-01: The United States has various programs and initiatives in place to provide emergency assistance and loans to farmers, individuals, and communities affected by natural disasters and emergencies. [Source: www.disasterassistance.gov, www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency managers and responders, including courses on disaster management and response. [Source: training.fema.gov]; States and local governments have their own emergency management agencies and programs, such as the Maine Emergency Management Agency, which provides communication networks and response systems for emergency situations. [Source: www.maine.gov];'\n 'Available facts are as follows: 2002-04-22: The United States has guidelines and plans in place for disaster response and emergency management, including mass casualty disaster plans and emergency food assistance. [Source: ojp.gov, executiveboard.wfp.org]; Natural disasters such as tornadoes and catastrophic events can have significant impacts on transportation and communities, and emergency responders play a critical role in responding to these events. [Source: rosap.ntl.bts.gov, www.weather.gov] 2002-04-15: The State of Florida has a Comprehensive Emergency Management Plan in place, which outlines the roles and responsibilities of various agencies and officials in the event of a disaster or emergency. [Source: www.floridadisaster.org]; The U.S. Department of Veteran Affairs, Substance Abuse and Mental Health Services Administration, and other federal agencies have efforts in place for disaster preparedness, response, and recovery. [Source: www.osha.gov]; FEMA provides resources and training for building strong emergency preparedness programs, including evaluating disaster/emergency preparedness and response. [Source: training.fema.gov]; Rural communities may face challenges in emergency preparedness due to limited resources, and the U.S. Health and Human Services Secretary has emphasized the need for rural readiness. [Source: www.ruralhealthinfo.org]; NOAA Weather Radio is a critical tool for emergency preparedness, and surveys have recommended its expansion to improve disaster response. [Source: www.weather.gov] 2002-04-08: The USS Thresher (SSN-593) was lost on 10 April 1963 with 129 crew members, making it the worst submarine disaster in U.S. Navy history. [Source: www.usni.org]; The Wake Island Code defines a calamitous emergency as a disaster, national peril, radiological hazard, or other emergency that affects the United States or the District of Columbia. [Source: www.ecfr.gov]; The National Disaster Resilience Grant Scheme funded research on gatekeepers in crisis situations, specifically in 2012, Florida. [Source: scholarspace.manoa.hawaii.edu]; Federal involvement in disaster relief in the U.S. occurs after the state has implemented its emergency plan and if the severity of the disaster is such that state resources are overwhelmed. [Source: www.faa.gov]; A landslide in Papua New Guinea in 2002 prompted the Morobe Provincial Disaster Committee and the Lae Branch of the Red Cross to respond, with no international assistance requested. [Source: www.unocha.org] 2002-04-01: The United States has various programs and initiatives in place to provide emergency assistance and loans to farmers, individuals, and communities affected by natural disasters and emergencies. [Source: www.disasterassistance.gov, www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency managers and responders, including courses on disaster management and response. [Source: training.fema.gov]; States and local governments have their own emergency management agencies and programs, such as the Maine Emergency Management Agency, which provides communication networks and response systems for emergency situations. [Source: www.maine.gov];']"}
-{"batch_x": [193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0], "batch_y": [251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472]], "batch_text": "[\"Available facts are as follows: 2002-05-20: The wildfires in Montana in 2000 were regarded as one of the largest natural disasters in the state's history. [Source: hazards.colorado.edu]; A drought in Southern Africa in 2002 led to a national disaster declaration on February 27. [Source: reliefweb.int]; The U.S. Senate voted on a motion to provide emergency disaster assistance to agricultural producers in 2002. [Source: www.senate.gov] 2002-05-13: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance to individuals and communities affected by disasters. [Source]; The United States has various agencies and programs in place to respond to emergencies and disasters, including the Federal Emergency Management Agency (FEMA), the Office of Emergency Management, and the National Weather Service. [Source] 2002-05-06: The U.S. Agency for International Development (USAID) has an office dedicated to foreign disaster assistance (OFDA) which responds to international disasters and humanitarian crises. [Source: reliefweb.int]; The U.S. Army Corps of Engineers has a mission to reduce disaster risk and provides vital engineering solutions to secure the nation and energize the economy. [Source: www.usace.army.mil]; The Centers for Disease Control and Prevention (CDC) tracks disaster statistics and provides information on coal mine safety achievements in the USA. [Source: www.cdc.gov] 2002-04-29: The Michigan Emergency Management Assistance Compact (MEMAC) was implemented on May 1, 2002, to facilitate the receipt of state or federal disaster funds through the Public Assistance program. [Source]; The Public Health Emergency Preparedness program provides fundamentals for disaster procedures, emergency procedures, and medical response. [Source]; In 2002, Zimbabwe declared a state of disaster due to drought, and Montana conducted a source water assessment for the City of Poplar. [Source]; The Gujarat earthquake victims received support to rebuild, including emergency management and post-disaster emergency response and training, with a budget of $41.3 million. [Source]; Compliance with Federal Flood Insurance Requirements is necessary to receive disaster relief assistance, and the Federal Emergency Management Agency provides guidance on flood insurance. [Source]; Public Law 104-180 allows for the transfer of funds for emergency purposes, including disaster relief. [Source];\"\n \"Available facts are as follows: 2002-05-20: The wildfires in Montana in 2000 were regarded as one of the largest natural disasters in the state's history. [Source: hazards.colorado.edu]; A drought in Southern Africa in 2002 led to a national disaster declaration on February 27. [Source: reliefweb.int]; The U.S. Senate voted on a motion to provide emergency disaster assistance to agricultural producers in 2002. [Source: www.senate.gov] 2002-05-13: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance to individuals and communities affected by disasters. [Source]; The United States has various agencies and programs in place to respond to emergencies and disasters, including the Federal Emergency Management Agency (FEMA), the Office of Emergency Management, and the National Weather Service. [Source] 2002-05-06: The U.S. Agency for International Development (USAID) has an office dedicated to foreign disaster assistance (OFDA) which responds to international disasters and humanitarian crises. [Source: reliefweb.int]; The U.S. Army Corps of Engineers has a mission to reduce disaster risk and provides vital engineering solutions to secure the nation and energize the economy. [Source: www.usace.army.mil]; The Centers for Disease Control and Prevention (CDC) tracks disaster statistics and provides information on coal mine safety achievements in the USA. [Source: www.cdc.gov] 2002-04-29: The Michigan Emergency Management Assistance Compact (MEMAC) was implemented on May 1, 2002, to facilitate the receipt of state or federal disaster funds through the Public Assistance program. [Source]; The Public Health Emergency Preparedness program provides fundamentals for disaster procedures, emergency procedures, and medical response. [Source]; In 2002, Zimbabwe declared a state of disaster due to drought, and Montana conducted a source water assessment for the City of Poplar. [Source]; The Gujarat earthquake victims received support to rebuild, including emergency management and post-disaster emergency response and training, with a budget of $41.3 million. [Source]; Compliance with Federal Flood Insurance Requirements is necessary to receive disaster relief assistance, and the Federal Emergency Management Agency provides guidance on flood insurance. [Source]; Public Law 104-180 allows for the transfer of funds for emergency purposes, including disaster relief. [Source];\"]"}
-{"batch_x": [98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0], "batch_y": [85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257]], "batch_text": "[\"Available facts are as follows: 2002-06-24: The United States government has emphasized the importance of emergency preparedness and response to disasters, with various agencies and departments playing a role in managing and coordinating efforts. [Source] 2002-06-17: The Nyiragongo volcano eruption in January 2002 had a small impact on the existing complex emergency, but long-term consequences are expected. [Source: reliefweb.int] 2002-06-10: The establishment of FEMA, the growth of the emergency management community as a profession, and the increase in disaster losses in America are significant factors in the country's disaster preparedness. [Source]; The Public Health Security and Bioterrorism Preparedness and Response Act of 2002 aims to enhance the emergency health security of the United States in the event of a bioterrorist attack or other public health emergency. [Source]; Many people in the United States are moving back to rural communities, increasing the need for emergency disaster preparedness and planning for livestock care during disasters. [Source] 2002-06-03: The United Nations family has to be ready to respond to emergencies including natural disasters, epidemic diseases, fires, and power blackouts. [Source: emergency.un.org]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to disasters, including droughts in Southern Africa. [Source: reliefweb.int]; The U.S. Army Corps of Engineers provides emergency response and disaster assistance, including natural disaster emergencies. [Source: www.cia.gov, www.nao.usace.army.mil];\"\n \"Available facts are as follows: 2002-06-24: The United States government has emphasized the importance of emergency preparedness and response to disasters, with various agencies and departments playing a role in managing and coordinating efforts. [Source] 2002-06-17: The Nyiragongo volcano eruption in January 2002 had a small impact on the existing complex emergency, but long-term consequences are expected. [Source: reliefweb.int] 2002-06-10: The establishment of FEMA, the growth of the emergency management community as a profession, and the increase in disaster losses in America are significant factors in the country's disaster preparedness. [Source]; The Public Health Security and Bioterrorism Preparedness and Response Act of 2002 aims to enhance the emergency health security of the United States in the event of a bioterrorist attack or other public health emergency. [Source]; Many people in the United States are moving back to rural communities, increasing the need for emergency disaster preparedness and planning for livestock care during disasters. [Source] 2002-06-03: The United Nations family has to be ready to respond to emergencies including natural disasters, epidemic diseases, fires, and power blackouts. [Source: emergency.un.org]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to disasters, including droughts in Southern Africa. [Source: reliefweb.int]; The U.S. Army Corps of Engineers provides emergency response and disaster assistance, including natural disaster emergencies. [Source: www.cia.gov, www.nao.usace.army.mil];\"]"}
-{"batch_x": [77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0], "batch_y": [290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809]], "batch_text": "['Available facts are as follows: 2002-07-22: The United States Government has taken actions to respond to emergencies and disasters, including chartering a ship with emergency food commodities for southern Africa [Source: reliefweb.int].; The Kingdom of Bhutan has a health system that provides free access to healthcare, including emergency and disaster response [Source: iris.who.int].; The United Nations has emphasized the importance of effective emergency planning and coordination in response to disasters and emergency situations [Source: www.un.org]. 2002-07-15: The Caribbean Disaster Emergency Response Agency (CDERA) is a sixteen nation, inter-governmental agency that responds to natural disasters. [Source]; The Nebraska Emergency Management Agency (NEMA) is part of the Military Department and responsible for emergency management in the state. [Source]; The Disaster Medical Services Division in California is responsible for emergency medical services during disasters. [Source]; The State Permanent Emergency Commission in Mongolia is responsible for disaster management at the national level. [Source] 2002-07-08: The United States government has emergency response plans and agencies in place, such as FEMA, to provide disaster assistance when needed. [Source: www.fsmgov.org]; The US Agency for International Development provides humanitarian assistance in response to disasters. [Source: response.reliefweb.int]; Emergency action plans and fire prevention plans are in place in the United States to prevent and respond to emergencies. [Source: www.osha.gov] 2002-07-01: The State Emergency Response Plan (SERP) is in place in Florida to respond to disasters and state emergencies, with the State Emergency Operations Center (SEOC) playing a key role. [Source: www.myfloridacfo.com]; The Disaster Relief Emergency Fund (DREF) has been allocated for relief efforts in the Federated States of Micronesia following Typhoon Chataan, with up to 1,500 houses damaged. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) provides flood insurance through the National Flood Insurance Program. [Source: agents.floodsmart.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk through its engineering solutions. [Source: www.nab.usace.army.mil];'\n 'Available facts are as follows: 2002-07-22: The United States Government has taken actions to respond to emergencies and disasters, including chartering a ship with emergency food commodities for southern Africa [Source: reliefweb.int].; The Kingdom of Bhutan has a health system that provides free access to healthcare, including emergency and disaster response [Source: iris.who.int].; The United Nations has emphasized the importance of effective emergency planning and coordination in response to disasters and emergency situations [Source: www.un.org]. 2002-07-15: The Caribbean Disaster Emergency Response Agency (CDERA) is a sixteen nation, inter-governmental agency that responds to natural disasters. [Source]; The Nebraska Emergency Management Agency (NEMA) is part of the Military Department and responsible for emergency management in the state. [Source]; The Disaster Medical Services Division in California is responsible for emergency medical services during disasters. [Source]; The State Permanent Emergency Commission in Mongolia is responsible for disaster management at the national level. [Source] 2002-07-08: The United States government has emergency response plans and agencies in place, such as FEMA, to provide disaster assistance when needed. [Source: www.fsmgov.org]; The US Agency for International Development provides humanitarian assistance in response to disasters. [Source: response.reliefweb.int]; Emergency action plans and fire prevention plans are in place in the United States to prevent and respond to emergencies. [Source: www.osha.gov] 2002-07-01: The State Emergency Response Plan (SERP) is in place in Florida to respond to disasters and state emergencies, with the State Emergency Operations Center (SEOC) playing a key role. [Source: www.myfloridacfo.com]; The Disaster Relief Emergency Fund (DREF) has been allocated for relief efforts in the Federated States of Micronesia following Typhoon Chataan, with up to 1,500 houses damaged. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) provides flood insurance through the National Flood Insurance Program. [Source: agents.floodsmart.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk through its engineering solutions. [Source: www.nab.usace.army.mil];']"}
-{"batch_x": [72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0], "batch_y": [79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2002-08-26: The legislature recognizes that schools are in a position to serve the community in the event of an emergency resulting from natural disasters or human-caused emergencies. [Source: app.leg.wa.gov]; The United States Department of Commerce emphasizes the importance of planning and preparation for natural disasters, as emergency responders may take time to reach affected locations. [Source: www.weather.gov]; The United Nations provides disaster relief assistance to countries affected by natural disasters, such as Indonesia. [Source: response.reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency disaster response coordination and assistance to countries in need. [Source: reliefweb.int] 2002-08-19: Objective facts about the Climate and Disaster situation: The government of Haiti declared a state of emergency in two departments due to flooding in August 2002. [Source: reliefweb.int] 2002-08-12: The United States has experienced significant natural disasters in the past, such as the one in Florida in 2002, which killed 20 people and left a quarter of a million people homeless. [Source: www.usace.army.mil]; The National Library of Medicine has a Disaster Information Management Research Center, which aims to reduce the impact of disasters on public health. [Source: www.ncbi.nlm.nih.gov]; The United Nations stands ready to support Member States in developing disaster response preparedness. [Source: reliefweb.int] 2002-08-05: The Model State Emergency Health Powers Act was established in 2002 to plan for and respond to public health emergencies, including natural disasters. [Source: pubmed.ncbi.nlm.nih.gov]; The American Hospital Association published a Healthcare Facilities Management Series in August 1997, which discussed emergency preparedness and response. [Source: www.osha.gov]; In August 2002, a disaster in Chuuk, FSM displaced around 1,000 people, and the FSM President Falcam met with the Federal Emergency Management Agency (FEMA) to discuss response efforts. [Source: reliefweb.int]; The U.S. Army Corps of Engineers aims to reduce disaster risk through vital engineering solutions. [Source: www.hnc.usace.army.mil]; The Code of Ethics for Emergency Physicians was published in 2002, highlighting the importance of emergency medical services in responding to disasters. [Source: www.researchgate.net]; The United States Census Bureau provides data on emergency management and disasters, including the Summary File 3 Dataset. [Source: www.census.gov]; The Red Boiling Springs Flood of June 23, 1969, was a significant disaster in the United States, with lessons learned for emergency preparedness and response. [Source: www.weather.gov]; The Government of Saint Lucia has an Oil Spill Contingency Plan in place to respond to emergencies and disasters. [Source: nemo.gov.lc]; The Federal Emergency Management Agency (FEMA) contracts with commercial providers for government travel charge cards to support emergency response efforts. [Source: www.fema.gov];'\n 'Available facts are as follows: 2002-08-26: The legislature recognizes that schools are in a position to serve the community in the event of an emergency resulting from natural disasters or human-caused emergencies. [Source: app.leg.wa.gov]; The United States Department of Commerce emphasizes the importance of planning and preparation for natural disasters, as emergency responders may take time to reach affected locations. [Source: www.weather.gov]; The United Nations provides disaster relief assistance to countries affected by natural disasters, such as Indonesia. [Source: response.reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency disaster response coordination and assistance to countries in need. [Source: reliefweb.int] 2002-08-19: Objective facts about the Climate and Disaster situation: The government of Haiti declared a state of emergency in two departments due to flooding in August 2002. [Source: reliefweb.int] 2002-08-12: The United States has experienced significant natural disasters in the past, such as the one in Florida in 2002, which killed 20 people and left a quarter of a million people homeless. [Source: www.usace.army.mil]; The National Library of Medicine has a Disaster Information Management Research Center, which aims to reduce the impact of disasters on public health. [Source: www.ncbi.nlm.nih.gov]; The United Nations stands ready to support Member States in developing disaster response preparedness. [Source: reliefweb.int] 2002-08-05: The Model State Emergency Health Powers Act was established in 2002 to plan for and respond to public health emergencies, including natural disasters. [Source: pubmed.ncbi.nlm.nih.gov]; The American Hospital Association published a Healthcare Facilities Management Series in August 1997, which discussed emergency preparedness and response. [Source: www.osha.gov]; In August 2002, a disaster in Chuuk, FSM displaced around 1,000 people, and the FSM President Falcam met with the Federal Emergency Management Agency (FEMA) to discuss response efforts. [Source: reliefweb.int]; The U.S. Army Corps of Engineers aims to reduce disaster risk through vital engineering solutions. [Source: www.hnc.usace.army.mil]; The Code of Ethics for Emergency Physicians was published in 2002, highlighting the importance of emergency medical services in responding to disasters. [Source: www.researchgate.net]; The United States Census Bureau provides data on emergency management and disasters, including the Summary File 3 Dataset. [Source: www.census.gov]; The Red Boiling Springs Flood of June 23, 1969, was a significant disaster in the United States, with lessons learned for emergency preparedness and response. [Source: www.weather.gov]; The Government of Saint Lucia has an Oil Spill Contingency Plan in place to respond to emergencies and disasters. [Source: nemo.gov.lc]; The Federal Emergency Management Agency (FEMA) contracts with commercial providers for government travel charge cards to support emergency response efforts. [Source: www.fema.gov];']"}
-{"batch_x": [323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0], "batch_y": [146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306]], "batch_text": "['Available facts are as follows: 2002-09-23: The World Health Organization (WHO) published a practical guide on environmental health in emergencies and disasters in 2002, highlighting the importance of emergency water provision and the danger of epidemics following emergencies and disasters. [Source: www.who.int]; The Kamchatkan Volcanic Eruption Response Team (KVERT) provided information on volcanic eruptions and emergency responses in the United States, Russia, and Japan in 2002. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) played a crucial role in responding to emergencies, including the 9/11 attacks, and worked with other agencies to mitigate the economic effects of disasters. [Source: irp.fas.org]; The Red Cross emphasized the importance of hurricane preparedness in the Caribbean in 2002, as Tropical Storm Isidore and Tropical Storm Lili threatened the region. [Source: reliefweb.int]; The Environmental Protection Agency (EPA) provided guidance on tire pile fires, including prevention, response, and remediation measures, in 2002. [Source: archive.epa.gov] 2002-09-16: Objective facts about the Climate and Disaster situation:The United States experienced tornadoes in Indiana on September 20, 2002, and a tornado struck the town of Martinsville, causing the worst outbreak of tornadoes in the state. [Source: www.weather.gov, www.ncei.noaa.gov]There was an earthquake disaster in Northwestern Papua New Guinea on September 21, 2002, causing people to evacuate their homes. [Source: reliefweb.int] 2002-09-09: The United States government has emergency response plans in place for various disasters, including tornadoes, radiological emergencies, and terrorist attacks. [Source: various government websites] 2002-09-02: NA.;'\n 'Available facts are as follows: 2002-09-23: The World Health Organization (WHO) published a practical guide on environmental health in emergencies and disasters in 2002, highlighting the importance of emergency water provision and the danger of epidemics following emergencies and disasters. [Source: www.who.int]; The Kamchatkan Volcanic Eruption Response Team (KVERT) provided information on volcanic eruptions and emergency responses in the United States, Russia, and Japan in 2002. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) played a crucial role in responding to emergencies, including the 9/11 attacks, and worked with other agencies to mitigate the economic effects of disasters. [Source: irp.fas.org]; The Red Cross emphasized the importance of hurricane preparedness in the Caribbean in 2002, as Tropical Storm Isidore and Tropical Storm Lili threatened the region. [Source: reliefweb.int]; The Environmental Protection Agency (EPA) provided guidance on tire pile fires, including prevention, response, and remediation measures, in 2002. [Source: archive.epa.gov] 2002-09-16: Objective facts about the Climate and Disaster situation:The United States experienced tornadoes in Indiana on September 20, 2002, and a tornado struck the town of Martinsville, causing the worst outbreak of tornadoes in the state. [Source: www.weather.gov, www.ncei.noaa.gov]There was an earthquake disaster in Northwestern Papua New Guinea on September 21, 2002, causing people to evacuate their homes. [Source: reliefweb.int] 2002-09-09: The United States government has emergency response plans in place for various disasters, including tornadoes, radiological emergencies, and terrorist attacks. [Source: various government websites] 2002-09-02: NA.;']"}
-{"batch_x": [176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0], "batch_y": [109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438]], "batch_text": "[\"Available facts are as follows: 2002-10-21: The US Army Corps of Engineers has a Center for Excellence in Disaster Management and Humanitarian Assistance that manages the consequences of nuclear, biological, and chemical attacks, as well as natural disasters. [Source]; The Burned Area Emergency Rehabilitation program uses satellite mapping to identify areas affected by disasters. [Source] 2002-10-14: The United States government has a response system in place for crises and emergencies, including radiological emergencies, natural disasters, and medical emergencies. [Source: www.asset-scienceinsociety.eu, www.ncbi.nlm.nih.gov, www.budget.senate.gov] 2002-10-07: The United States Department of Agriculture (USDA) and the Department of State's Office of U.S. Foreign Disaster Assistance (OFDA) are involved in emergency relief and disaster response efforts. [Source]; A complex emergency situation report was issued for Sudan in 2002, highlighting the need for disaster response and relief efforts. [Source] 2002-09-30: The United States has laws and regulations in place to mitigate and respond to disasters and emergencies, including the Disaster Management Act and emergency plans for foster family homes. [Source]; Emergency management involves mitigation, preparedness, response, and recovery, with the goal of reducing the impacts of disasters. [Source];\"\n \"Available facts are as follows: 2002-10-21: The US Army Corps of Engineers has a Center for Excellence in Disaster Management and Humanitarian Assistance that manages the consequences of nuclear, biological, and chemical attacks, as well as natural disasters. [Source]; The Burned Area Emergency Rehabilitation program uses satellite mapping to identify areas affected by disasters. [Source] 2002-10-14: The United States government has a response system in place for crises and emergencies, including radiological emergencies, natural disasters, and medical emergencies. [Source: www.asset-scienceinsociety.eu, www.ncbi.nlm.nih.gov, www.budget.senate.gov] 2002-10-07: The United States Department of Agriculture (USDA) and the Department of State's Office of U.S. Foreign Disaster Assistance (OFDA) are involved in emergency relief and disaster response efforts. [Source]; A complex emergency situation report was issued for Sudan in 2002, highlighting the need for disaster response and relief efforts. [Source] 2002-09-30: The United States has laws and regulations in place to mitigate and respond to disasters and emergencies, including the Disaster Management Act and emergency plans for foster family homes. [Source]; Emergency management involves mitigation, preparedness, response, and recovery, with the goal of reducing the impacts of disasters. [Source];\"]"}
-{"batch_x": [247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0], "batch_y": [142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653]], "batch_text": "[\"Available facts are as follows: 2002-11-25: The US government has laws and regulations in place to respond to disasters and emergencies, including the Homeland Security Act of 2002 and the Stafford Disaster Relief and Emergency Assistance Act. [Source] 2002-11-18: The United States has a Federal Emergency Management Agency (FEMA) that responds to disasters and emergencies. [Source]; The US Agency for International Development (USAID) has a Bureau for Democracy, Conflict, and Humanitarian Assistance (DCHA) that provides foreign disaster assistance. [Source]; The Pacific Northwest National Laboratory is developing a Federal Emergency Management Information System (FEMIS) as part of the US Army's Chemical Stockpile Emergency Preparedness Program. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides assistance in response to disasters and emergencies. [Source] 2002-11-11: The United States has experienced various disasters and emergencies, including natural disasters and health crises, which have prompted responses from government agencies, emergency responders, and humanitarian organizations. [Source: www.congress.gov, www.crs.org, ready.alaska.gov] 2002-11-04: The United States government has official websites and resources for emergency action plans, disaster recovery assistance, and crisis communication, such as OSHA, Federal Reserve, and USAID. [Source];\"\n \"Available facts are as follows: 2002-11-25: The US government has laws and regulations in place to respond to disasters and emergencies, including the Homeland Security Act of 2002 and the Stafford Disaster Relief and Emergency Assistance Act. [Source] 2002-11-18: The United States has a Federal Emergency Management Agency (FEMA) that responds to disasters and emergencies. [Source]; The US Agency for International Development (USAID) has a Bureau for Democracy, Conflict, and Humanitarian Assistance (DCHA) that provides foreign disaster assistance. [Source]; The Pacific Northwest National Laboratory is developing a Federal Emergency Management Information System (FEMIS) as part of the US Army's Chemical Stockpile Emergency Preparedness Program. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides assistance in response to disasters and emergencies. [Source] 2002-11-11: The United States has experienced various disasters and emergencies, including natural disasters and health crises, which have prompted responses from government agencies, emergency responders, and humanitarian organizations. [Source: www.congress.gov, www.crs.org, ready.alaska.gov] 2002-11-04: The United States government has official websites and resources for emergency action plans, disaster recovery assistance, and crisis communication, such as OSHA, Federal Reserve, and USAID. [Source];\"]"}
-{"batch_x": [276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0], "batch_y": [260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2002-12-23: The year 2002 saw significant legislation and events related to disaster management and emergency response, including the creation of a disaster emergency outreach program in New York State and the extension of a state of emergency in Sudan. [Source: nyassembly.gov, reliefweb.int] 2002-12-16: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management and response in the United States. [Source]; The Office of Foreign Disaster Assistance of the U.S. Agency for International Development (USAID) often uses the services of US&R Task Forces to respond to international disasters. [Source]; The United Nations Disaster Management Team (UN DMT) is responsible for coordination in disaster or emergency situations. [Source]; The U.S. Department of Labor's Mine Safety and Health Administration (MSHA) investigates fatal accidents in metal and nonmetal mines. [Source] 2002-12-09: The National Flood Insurance Program was created by the U.S. Congress to address mounting flood losses and escalating disaster relief costs. [Source]; The CERT course is taught in the community by a trained team of first responders who have completed a CERT Train-the-Trainer course conducted by their state. [Source] 2002-12-02: The United States government has various departments and organizations responsible for emergency preparedness, disaster response, and injury prevention, such as the National Center for Injury Prevention and Control, the U.S. Public Health Service, and the U.S. Army Corps of Engineers. [Source]; There are existing guidelines and protocols for emergency response, such as the Laboratory Security and Emergency Response Guidance and the Biosafety in Microbiological and Biomedical Laboratories (BMBL) guidelines. [Source]; The U.S. government has laws and regulations in place for emergency situations, including the 10 U.S. Code § 12310, which addresses reserves for organizing, administering, and supporting active-duty members in emergency situations. [Source];\"\n \"Available facts are as follows: 2002-12-23: The year 2002 saw significant legislation and events related to disaster management and emergency response, including the creation of a disaster emergency outreach program in New York State and the extension of a state of emergency in Sudan. [Source: nyassembly.gov, reliefweb.int] 2002-12-16: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management and response in the United States. [Source]; The Office of Foreign Disaster Assistance of the U.S. Agency for International Development (USAID) often uses the services of US&R Task Forces to respond to international disasters. [Source]; The United Nations Disaster Management Team (UN DMT) is responsible for coordination in disaster or emergency situations. [Source]; The U.S. Department of Labor's Mine Safety and Health Administration (MSHA) investigates fatal accidents in metal and nonmetal mines. [Source] 2002-12-09: The National Flood Insurance Program was created by the U.S. Congress to address mounting flood losses and escalating disaster relief costs. [Source]; The CERT course is taught in the community by a trained team of first responders who have completed a CERT Train-the-Trainer course conducted by their state. [Source] 2002-12-02: The United States government has various departments and organizations responsible for emergency preparedness, disaster response, and injury prevention, such as the National Center for Injury Prevention and Control, the U.S. Public Health Service, and the U.S. Army Corps of Engineers. [Source]; There are existing guidelines and protocols for emergency response, such as the Laboratory Security and Emergency Response Guidance and the Biosafety in Microbiological and Biomedical Laboratories (BMBL) guidelines. [Source]; The U.S. government has laws and regulations in place for emergency situations, including the 10 U.S. Code § 12310, which addresses reserves for organizing, administering, and supporting active-duty members in emergency situations. [Source];\"]"}
-{"batch_x": [251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0], "batch_y": [131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2003-01-20: The United States Government has official websites and regulations in place for emergency and disaster situations, such as the Regulations.gov website. [Source]; There were instances of natural disasters and emergencies in January 2003, including an earthquake in Mexico, drought in Wyoming, and emergencies declared in various states. [Source] 2003-01-13: The establishment of FEMA in 1979 aimed to bring together disaster and emergency response for all hazards in a single federal agency. [Source: www.gao.gov] 2003-01-06: The year 2003 saw various initiatives and programs launched to address emergency response, disaster management, and fire protection policies in the United States. [Source] 2002-12-30: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance to states and individuals affected by disasters. [Source];'\n 'Available facts are as follows: 2003-01-20: The United States Government has official websites and regulations in place for emergency and disaster situations, such as the Regulations.gov website. [Source]; There were instances of natural disasters and emergencies in January 2003, including an earthquake in Mexico, drought in Wyoming, and emergencies declared in various states. [Source] 2003-01-13: The establishment of FEMA in 1979 aimed to bring together disaster and emergency response for all hazards in a single federal agency. [Source: www.gao.gov] 2003-01-06: The year 2003 saw various initiatives and programs launched to address emergency response, disaster management, and fire protection policies in the United States. [Source] 2002-12-30: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance to states and individuals affected by disasters. [Source];']"}
-{"batch_x": [85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0], "batch_y": [493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2003-02-17: The United States Department of Agriculture (USDA) has declared disasters in Sudan due to a complex emergency situation. [Source: pdf.usaid.gov] 2003-02-10: The American Red Cross provides disaster assistance across the United States for incidents varying from house fires to large-scale mass casualty incidents. [Source: www.worcesterma.gov]; Wisconsin Emergency Management (WEM) coordinates with local, tribal, state, and federal agencies to respond to disasters or man-made emergencies. [Source: dma.wi.gov]; Henry Mayo Newhall Hospital offers classes on disaster planning education and provides resources for emergency preparedness. [Source: www.henrymayo.com]; The National Weather Service (NWS) provides weather, water, and climate data, forecasts, and warnings for the protection of life and property. [Source: www.cityofaikensc.gov] 2003-02-03: The US government agencies, such as NORAD, USNORTHCOM, FEMA, and USACE, were involved in responding to disasters and emergencies in February 2003, including the Columbia Shuttle Disaster. [Source]; The government agencies were also involved in planning and preparing for disasters, including developing emergency response plans and conducting training exercises. [Source] 2003-01-27: The Federal Emergency Management Agency (FEMA) plays a crucial role in responding to disasters in the United States. [Source: www.esri.com];'\n 'Available facts are as follows: 2003-02-17: The United States Department of Agriculture (USDA) has declared disasters in Sudan due to a complex emergency situation. [Source: pdf.usaid.gov] 2003-02-10: The American Red Cross provides disaster assistance across the United States for incidents varying from house fires to large-scale mass casualty incidents. [Source: www.worcesterma.gov]; Wisconsin Emergency Management (WEM) coordinates with local, tribal, state, and federal agencies to respond to disasters or man-made emergencies. [Source: dma.wi.gov]; Henry Mayo Newhall Hospital offers classes on disaster planning education and provides resources for emergency preparedness. [Source: www.henrymayo.com]; The National Weather Service (NWS) provides weather, water, and climate data, forecasts, and warnings for the protection of life and property. [Source: www.cityofaikensc.gov] 2003-02-03: The US government agencies, such as NORAD, USNORTHCOM, FEMA, and USACE, were involved in responding to disasters and emergencies in February 2003, including the Columbia Shuttle Disaster. [Source]; The government agencies were also involved in planning and preparing for disasters, including developing emergency response plans and conducting training exercises. [Source] 2003-01-27: The Federal Emergency Management Agency (FEMA) plays a crucial role in responding to disasters in the United States. [Source: www.esri.com];']"}
-{"batch_x": [290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0], "batch_y": [138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736]], "batch_text": "['Available facts are as follows: 2003-03-24: The Governor may declare a state of disaster and exercise emergency powers set out in the Texas Disaster Act. [Source: biotech.law.lsu.edu]; The worst affected states of the country were River Nile state, and in response to the disaster, emergency stocks were released. [Source: reliefweb.int] 2003-03-17: The Illinois Emergency Management Agency Act provides for emergency action by the State in the event of a disaster. [Source]; The World Trade Center attack in 2001 resulted in the destruction of the Emergency Operations Centre (EOC), which was later reconstituted. [Source]; The Governor of Illinois has the authority to issue a disaster proclamation, which can facilitate requests for federal emergency and/or disaster assistance. [Source]; The Sudanese Red Crescent Society (SRCS) established an emergency operations room to respond to drought and disaster response humanitarian activities. [Source]; The U.S. Forest Service has Incident Management Teams (IRTs) ready to deploy to emergency sites to manage incidents. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance, including disaster response and nutrition support. [Source] 2003-03-10: Objective facts about the Climate and Disaster situation: The United States has an array of Flood Observing and Warning Systems to respond to national security from emergencies and disaster - both natural and man-made. [Source: mrcc.purdue.edu]7.5% of the overall federal disaster expenditures are allocated to flood hazards in the United States. [Source: dam.assets.ohio.gov] 2003-03-03: The United States Federal Government has a system in place to provide assistance in the event of disasters and emergencies, including presidential declarations and federal emergency management plans. [Source: www.irs.gov, training.fema.gov]; There are federal regulations and guidelines in place for emergency preparedness and response, including those for nursing homes and libraries. [Source: ahca.myflorida.com, www.law.cornell.edu]; The United States has international collaborations and efforts in place for disaster management and emergency response, including with the United Nations and other organizations. [Source: www.iom.int, www.usip.org];'\n 'Available facts are as follows: 2003-03-24: The Governor may declare a state of disaster and exercise emergency powers set out in the Texas Disaster Act. [Source: biotech.law.lsu.edu]; The worst affected states of the country were River Nile state, and in response to the disaster, emergency stocks were released. [Source: reliefweb.int] 2003-03-17: The Illinois Emergency Management Agency Act provides for emergency action by the State in the event of a disaster. [Source]; The World Trade Center attack in 2001 resulted in the destruction of the Emergency Operations Centre (EOC), which was later reconstituted. [Source]; The Governor of Illinois has the authority to issue a disaster proclamation, which can facilitate requests for federal emergency and/or disaster assistance. [Source]; The Sudanese Red Crescent Society (SRCS) established an emergency operations room to respond to drought and disaster response humanitarian activities. [Source]; The U.S. Forest Service has Incident Management Teams (IRTs) ready to deploy to emergency sites to manage incidents. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance, including disaster response and nutrition support. [Source] 2003-03-10: Objective facts about the Climate and Disaster situation: The United States has an array of Flood Observing and Warning Systems to respond to national security from emergencies and disaster - both natural and man-made. [Source: mrcc.purdue.edu]7.5% of the overall federal disaster expenditures are allocated to flood hazards in the United States. [Source: dam.assets.ohio.gov] 2003-03-03: The United States Federal Government has a system in place to provide assistance in the event of disasters and emergencies, including presidential declarations and federal emergency management plans. [Source: www.irs.gov, training.fema.gov]; There are federal regulations and guidelines in place for emergency preparedness and response, including those for nursing homes and libraries. [Source: ahca.myflorida.com, www.law.cornell.edu]; The United States has international collaborations and efforts in place for disaster management and emergency response, including with the United Nations and other organizations. [Source: www.iom.int, www.usip.org];']"}
-{"batch_x": [79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0], "batch_y": [132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2003-04-21: The U.S. Army Corps of Engineers Sacramento District is raising the height of both the Main and Auxiliary Dams by 16 feet to reduce flood risk. [Source: www.spk.usace.army.mil]; The Hazard, Risk and Vulnerability Analysis Tool Kit (HRVA) helps work towards disaster-resilient communities. [Source: www.preventionweb.net] 2003-04-14: The chapter on Sociology, Disasters, and Emergency Management summarizes the contributions of sociologists to the study of disasters and the profession of emergency management. [Source: training.fema.gov] 2003-04-07: NA. 2003-03-31: The United States Government has a responsibility to prevent, prepare for, respond to, and recover from terrorist attacks, major disasters, and other emergencies. [Source];'\n 'Available facts are as follows: 2003-04-21: The U.S. Army Corps of Engineers Sacramento District is raising the height of both the Main and Auxiliary Dams by 16 feet to reduce flood risk. [Source: www.spk.usace.army.mil]; The Hazard, Risk and Vulnerability Analysis Tool Kit (HRVA) helps work towards disaster-resilient communities. [Source: www.preventionweb.net] 2003-04-14: The chapter on Sociology, Disasters, and Emergency Management summarizes the contributions of sociologists to the study of disasters and the profession of emergency management. [Source: training.fema.gov] 2003-04-07: NA. 2003-03-31: The United States Government has a responsibility to prevent, prepare for, respond to, and recover from terrorist attacks, major disasters, and other emergencies. [Source];']"}
-{"batch_x": [146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0], "batch_y": [116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339]], "batch_text": "[\"Available facts are as follows: 2003-05-26: The United States government has laws and regulations in place to respond to international health emergencies and disasters, such as Public Law 108-25. [Source]; The US Army Corps of Engineers has a role in emergency response, as seen in their logo and PPE website. [Source]; There were emergency responses to disasters in Central America and Southern Africa in 2003, involving international aid and airlifts. [Source] 2003-05-19: The National Centers for Environmental Information reported on global hazards in May 2003, including a state of emergency declaration from Governor Togiola Tulafono and a federal disaster area designation. [Source: www.ncei.noaa.gov]; The Federation's mission is to improve the lives of vulnerable people by mobilizing the power of humanity, and they allocated funds for disaster relief in Namibia in May 2003. [Source: reliefweb.int] 2003-05-12: Objective facts about the Climate and Disaster situation: Floods are the most common natural disaster in the United States, and can result from rain, snow, coastal storms, storm surges, and overflows of dams. [Source: www.hamiltonready.org]The United States Government (USG) has provided emergency assistance to those affected by war in the Mano River Countries since 1990. [Source: reliefweb.int] 2003-05-05: The United States experienced severe weather events in May 2003, including tornadoes in Oklahoma City on May 8 and tornadoes in other areas on May 10. [Source: www.weather.gov]; A state of emergency was declared in Azerbaijan due to floods on May 5, 2003. [Source: reliefweb.int]; The Japanese Red Cross-funded disaster preparedness program proved effective in the Pacific Region during several emergencies in 2002. [Source: reliefweb.int];\"\n \"Available facts are as follows: 2003-05-26: The United States government has laws and regulations in place to respond to international health emergencies and disasters, such as Public Law 108-25. [Source]; The US Army Corps of Engineers has a role in emergency response, as seen in their logo and PPE website. [Source]; There were emergency responses to disasters in Central America and Southern Africa in 2003, involving international aid and airlifts. [Source] 2003-05-19: The National Centers for Environmental Information reported on global hazards in May 2003, including a state of emergency declaration from Governor Togiola Tulafono and a federal disaster area designation. [Source: www.ncei.noaa.gov]; The Federation's mission is to improve the lives of vulnerable people by mobilizing the power of humanity, and they allocated funds for disaster relief in Namibia in May 2003. [Source: reliefweb.int] 2003-05-12: Objective facts about the Climate and Disaster situation: Floods are the most common natural disaster in the United States, and can result from rain, snow, coastal storms, storm surges, and overflows of dams. [Source: www.hamiltonready.org]The United States Government (USG) has provided emergency assistance to those affected by war in the Mano River Countries since 1990. [Source: reliefweb.int] 2003-05-05: The United States experienced severe weather events in May 2003, including tornadoes in Oklahoma City on May 8 and tornadoes in other areas on May 10. [Source: www.weather.gov]; A state of emergency was declared in Azerbaijan due to floods on May 5, 2003. [Source: reliefweb.int]; The Japanese Red Cross-funded disaster preparedness program proved effective in the Pacific Region during several emergencies in 2002. [Source: reliefweb.int];\"]"}
-{"batch_x": [109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0], "batch_y": [67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174]], "batch_text": "['Available facts are as follows: 2003-06-23: The US government has official websites and regulations in place for emergency response and planning, including the Occupational Safety and Health Administration (OSHA) and the Federal Emergency Management Agency (FEMA). [Source]; The US Army Corps of Engineers has partnerships with federal biologists to study and mitigate the effects of natural disasters. [Source]; The Food and Agriculture Organization (FAO) of the United Nations provides assistance to establish disaster response plans and emergency situations. [Source] 2003-06-16: The United States government has official websites with.mil and.gov domains that provide information on disaster relief and emergency management. [Source: www.mycg.uscg.mil, www.fema.gov] 2003-06-09: The United States Federal Government has a Federal Emergency Management Agency (FEMA) that plays a crucial role in responding to emergencies and disasters. [Source: www.weather.gov]; The U.S. Army Corps of Engineers is involved in reducing disaster risk and delivering vital engineering solutions to secure the nation. [Source: www.usace.army.mil] 2003-06-02: The United States is one of the most vulnerable areas for natural disasters, such as hurricanes. [Source: sfyl.ifas.ufl.edu]; In 1992, Hurricane Andrew, the most powerful storm in Miami, occurred. [Source: sfyl.ifas.ufl.edu]; The National Guard personnel were mobilized in response to emergencies and disasters. [Source: www.weather.gov]; The United States government has a responsibility to take care of victims of natural disasters and other emergencies occurring on its territory. [Source: www.adrc.asia];'\n 'Available facts are as follows: 2003-06-23: The US government has official websites and regulations in place for emergency response and planning, including the Occupational Safety and Health Administration (OSHA) and the Federal Emergency Management Agency (FEMA). [Source]; The US Army Corps of Engineers has partnerships with federal biologists to study and mitigate the effects of natural disasters. [Source]; The Food and Agriculture Organization (FAO) of the United Nations provides assistance to establish disaster response plans and emergency situations. [Source] 2003-06-16: The United States government has official websites with.mil and.gov domains that provide information on disaster relief and emergency management. [Source: www.mycg.uscg.mil, www.fema.gov] 2003-06-09: The United States Federal Government has a Federal Emergency Management Agency (FEMA) that plays a crucial role in responding to emergencies and disasters. [Source: www.weather.gov]; The U.S. Army Corps of Engineers is involved in reducing disaster risk and delivering vital engineering solutions to secure the nation. [Source: www.usace.army.mil] 2003-06-02: The United States is one of the most vulnerable areas for natural disasters, such as hurricanes. [Source: sfyl.ifas.ufl.edu]; In 1992, Hurricane Andrew, the most powerful storm in Miami, occurred. [Source: sfyl.ifas.ufl.edu]; The National Guard personnel were mobilized in response to emergencies and disasters. [Source: www.weather.gov]; The United States government has a responsibility to take care of victims of natural disasters and other emergencies occurring on its territory. [Source: www.adrc.asia];']"}
-{"batch_x": [142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0], "batch_y": [1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484]], "batch_text": "['Available facts are as follows: 2003-07-21: The Pepcon disaster occurred in 1988 at Henderson, Nevada, USA, with explosions equivalent to more than 2 kilotons of TNT. [Source: www.osti.gov]; The Bhopal MIC disaster occurred in 1983, and its aftermath led to the development of emergency response protocols in the United States. [Source: www.cdpr.ca.gov] 2003-07-14: The United States and many parts of the world are at significant risk of natural and technological disaster, exacerbated by escalating population growth. [Source: www.unisdr.org] 2003-07-07: Objective facts about the Climate and Disaster situation:The World Health Organization (WHO) and the Pan American Health Organization (PAHO) have guidelines for the use of foreign field hospitals in disaster response, highlighting their success in complex disasters. [Source: www.paho.org] 2003-06-30: There was a focus on emergency disaster plans and relief efforts in various states in the United States around July 1, 2003. [Source];'\n 'Available facts are as follows: 2003-07-21: The Pepcon disaster occurred in 1988 at Henderson, Nevada, USA, with explosions equivalent to more than 2 kilotons of TNT. [Source: www.osti.gov]; The Bhopal MIC disaster occurred in 1983, and its aftermath led to the development of emergency response protocols in the United States. [Source: www.cdpr.ca.gov] 2003-07-14: The United States and many parts of the world are at significant risk of natural and technological disaster, exacerbated by escalating population growth. [Source: www.unisdr.org] 2003-07-07: Objective facts about the Climate and Disaster situation:The World Health Organization (WHO) and the Pan American Health Organization (PAHO) have guidelines for the use of foreign field hospitals in disaster response, highlighting their success in complex disasters. [Source: www.paho.org] 2003-06-30: There was a focus on emergency disaster plans and relief efforts in various states in the United States around July 1, 2003. [Source];']"}
-{"batch_x": [260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0], "batch_y": [1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174]], "batch_text": "[\"Available facts are as follows: 2003-08-25: The Florida Division of Emergency Management has a library containing the State of Florida's plans and procedures for dealing with a disaster. [Source: www.floridadisaster.org]; The Mississippi Emergency Medical Services for Children Program aims to prevent and reduce childhood, adolescent, and youth death and disability due to emergencies. [Source: msdh.ms.gov]; The CDC provides fact sheets on emergency preparedness and response, including information on riot control agents and mold hazards during disaster cleanup. [Source: emergency.cdc.gov]; The State Office of Risk Management in Texas has emergency response protocols in place to deal with natural or man-made calamities. [Source: www.sorm.state.tx.us] 2003-08-18: The United States government has enacted laws and regulations to provide relief opportunities for students affected by disasters, and to respond to emergencies and disasters at the federal, state, and local levels. [Source] 2003-08-11: The United States government provides emergency response and disaster relief through various agencies, including the Federal Emergency Management Agency (FEMA) and the U.S. Department of Agriculture's Farm Service Agency. [Source]; In the event of a major disaster, the President can declare a state of emergency, and states can receive grants for community emergency management activities. [Source]; The U.S. Army Corps of Engineers has a history of responding to disasters and emergencies, demonstrating its ability to adapt to crisis situations. [Source] 2003-08-04: The International Monetary Fund (IMF) has a facility for Emergency Natural Disaster Assistance, which was reviewed in 2000. [Source]; The US has laws and regulations in place for emergency response and disaster relief, such as the Emergency Supplemental Appropriations for Recovery from and Response to Terrorist Attacks on the United States Act, 2002. [Source]; The US Department of Transportation has safety standards for child restraint systems, which were revised in 2003. [Source]; The Michigan State Police Emergency Management Division has a role in reviewing mitigation plans for hazards and risks. [Source]; The US has a system for emergency preparedness and response, including epidemiological studies and radon safety measures. [Source]; Poison control centers in the US provide telephone consultation and direct services to the public, emergency medical services, and healthcare providers. [Source]; The US Agency for International Development (USAID) has an Office of U.S. Foreign Disaster Assistance (OFDA) that provides humanitarian assistance. [Source]; Washington State has a system for emergency medical services and trauma care, including response to severe weather and natural disasters. [Source]; China has a system for consular protection and services overseas, including emergency response to natural disasters. [Source]; Sudan has experienced flooding and food security issues, and has received disaster relief funding from organizations such as the Disaster Relief Emergency Fund (DREF). [Source];\"\n \"Available facts are as follows: 2003-08-25: The Florida Division of Emergency Management has a library containing the State of Florida's plans and procedures for dealing with a disaster. [Source: www.floridadisaster.org]; The Mississippi Emergency Medical Services for Children Program aims to prevent and reduce childhood, adolescent, and youth death and disability due to emergencies. [Source: msdh.ms.gov]; The CDC provides fact sheets on emergency preparedness and response, including information on riot control agents and mold hazards during disaster cleanup. [Source: emergency.cdc.gov]; The State Office of Risk Management in Texas has emergency response protocols in place to deal with natural or man-made calamities. [Source: www.sorm.state.tx.us] 2003-08-18: The United States government has enacted laws and regulations to provide relief opportunities for students affected by disasters, and to respond to emergencies and disasters at the federal, state, and local levels. [Source] 2003-08-11: The United States government provides emergency response and disaster relief through various agencies, including the Federal Emergency Management Agency (FEMA) and the U.S. Department of Agriculture's Farm Service Agency. [Source]; In the event of a major disaster, the President can declare a state of emergency, and states can receive grants for community emergency management activities. [Source]; The U.S. Army Corps of Engineers has a history of responding to disasters and emergencies, demonstrating its ability to adapt to crisis situations. [Source] 2003-08-04: The International Monetary Fund (IMF) has a facility for Emergency Natural Disaster Assistance, which was reviewed in 2000. [Source]; The US has laws and regulations in place for emergency response and disaster relief, such as the Emergency Supplemental Appropriations for Recovery from and Response to Terrorist Attacks on the United States Act, 2002. [Source]; The US Department of Transportation has safety standards for child restraint systems, which were revised in 2003. [Source]; The Michigan State Police Emergency Management Division has a role in reviewing mitigation plans for hazards and risks. [Source]; The US has a system for emergency preparedness and response, including epidemiological studies and radon safety measures. [Source]; Poison control centers in the US provide telephone consultation and direct services to the public, emergency medical services, and healthcare providers. [Source]; The US Agency for International Development (USAID) has an Office of U.S. Foreign Disaster Assistance (OFDA) that provides humanitarian assistance. [Source]; Washington State has a system for emergency medical services and trauma care, including response to severe weather and natural disasters. [Source]; China has a system for consular protection and services overseas, including emergency response to natural disasters. [Source]; Sudan has experienced flooding and food security issues, and has received disaster relief funding from organizations such as the Disaster Relief Emergency Fund (DREF). [Source];\"]"}
-{"batch_x": [131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0], "batch_y": [168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339]], "batch_text": "['Available facts are as follows: 2003-09-22: The United States has a system in place for responding to disasters, including the National Urban Search and Rescue (US&R) Response System and the Federal Response Plan for implementation of the Robert T. Stafford Disaster Relief and Emergency Assistance Act. [Source: www.fema.gov]; The President of the United States can declare a major disaster, which triggers federal assistance. [Source: web1.dhrm.virginia.gov] 2003-09-15: Objective facts about the Climate and Disaster situation: The Federal Emergency Management Agency (FEMA) provides resources for disaster preparedness and response, including mitigation case studies and emergency supplies recommendations. [Source: www.fema.gov, www.irmi.com]The U.S. Department of Homeland Security recommends that families store emergency supplies, including food and water, in preparation for disasters. [Source: www.irmi.com]The National Flood Insurance Program provides resources for flood risk management and insurance. [Source: agents.floodsmart.gov] 2003-09-08: The United States government has established various agencies and programs to respond to disasters and emergencies, such as FEMA, the September 11th Victim Compensation Fund, and the Office of U.S. Foreign Disaster Assistance (OFDA). [Source] 2003-09-01: The terms \"emergency\", \"disaster\", and \"act of God\" are often used interchangeably to describe sudden and unforeseen events that require immediate response and management. [Source];'\n 'Available facts are as follows: 2003-09-22: The United States has a system in place for responding to disasters, including the National Urban Search and Rescue (US&R) Response System and the Federal Response Plan for implementation of the Robert T. Stafford Disaster Relief and Emergency Assistance Act. [Source: www.fema.gov]; The President of the United States can declare a major disaster, which triggers federal assistance. [Source: web1.dhrm.virginia.gov] 2003-09-15: Objective facts about the Climate and Disaster situation: The Federal Emergency Management Agency (FEMA) provides resources for disaster preparedness and response, including mitigation case studies and emergency supplies recommendations. [Source: www.fema.gov, www.irmi.com]The U.S. Department of Homeland Security recommends that families store emergency supplies, including food and water, in preparation for disasters. [Source: www.irmi.com]The National Flood Insurance Program provides resources for flood risk management and insurance. [Source: agents.floodsmart.gov] 2003-09-08: The United States government has established various agencies and programs to respond to disasters and emergencies, such as FEMA, the September 11th Victim Compensation Fund, and the Office of U.S. Foreign Disaster Assistance (OFDA). [Source] 2003-09-01: The terms \"emergency\", \"disaster\", and \"act of God\" are often used interchangeably to describe sudden and unforeseen events that require immediate response and management. [Source];']"}
-{"batch_x": [493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0], "batch_y": [184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114]], "batch_text": "[\"Available facts are as follows: 2003-10-20: The United States government has official websites and agencies dedicated to disaster preparedness and response, such as Regulations.gov and the Office of U.S. Foreign Disaster Assistance (OFDA). [Source]; Hospitals and healthcare providers have a fundamental responsibility to prepare for disasters and have emergency plans in place. [Source] 2003-10-13: In 1999, states in the US spent $1.9 billion on disaster preparedness and mitigation. [Source]; The Illinois Emergency Management Agency (IEMA) appealed FEMA's denial of federal assistance for tornado relief in 2003. [Source] 2003-10-06: The United States Federal Emergency Management Agency (FEMA) provides relief to states following a major disaster declaration. [Source: www.nrdc.org] 2003-09-29: The United States government provides funding for disaster relief and emergency assistance through the Department of Homeland Security (DHS) and other agencies. [Source];\"\n \"Available facts are as follows: 2003-10-20: The United States government has official websites and agencies dedicated to disaster preparedness and response, such as Regulations.gov and the Office of U.S. Foreign Disaster Assistance (OFDA). [Source]; Hospitals and healthcare providers have a fundamental responsibility to prepare for disasters and have emergency plans in place. [Source] 2003-10-13: In 1999, states in the US spent $1.9 billion on disaster preparedness and mitigation. [Source]; The Illinois Emergency Management Agency (IEMA) appealed FEMA's denial of federal assistance for tornado relief in 2003. [Source] 2003-10-06: The United States Federal Emergency Management Agency (FEMA) provides relief to states following a major disaster declaration. [Source: www.nrdc.org] 2003-09-29: The United States government provides funding for disaster relief and emergency assistance through the Department of Homeland Security (DHS) and other agencies. [Source];\"]"}
-{"batch_x": [138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0], "batch_y": [123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2003-11-24: The United States government has regulations and programs in place to respond to emergency situations, including natural disasters and man-made disasters, such as terrorist attacks. [Source] 2003-11-17: The western United States experienced severe to extreme drought in November 2003. [Source: www.ncei.noaa.gov]; Natural disasters, such as those experienced in the United States, can cause a rise in imports during the disaster recovery phase. [Source: www.wto.org] 2003-11-10: The United States has various emergency response and disaster management systems in place, including the Federal Emergency Management Agency (FEMA) and the U.S. Army Corps of Engineers. [Source: www.ojp.gov, www.usace.army.mil]; There are guidelines and protocols for emergency response, such as the Canadian Guidelines for Intervention During a Nuclear Emergency and the National Task Force on Emergency Response. [Source: www.canada.ca, www.mnhs.org]; Disasters can have significant impacts on communities, and there are efforts to assess and mitigate these impacts, such as the Federal Emergency Management Agency's (FEMA) disaster risk reduction initiatives. [Source: ascelibrary.org] 2003-11-03: The United States has experienced significant disasters, including Hurricane Andrew, and has established emergency management organizations and agencies to respond to these events. [Source: www.buyteknet.info]; The Disaster Relief Act of 1974 (42 U.S.C. 5121) provides authority for emergency response activities. [Source: www.everycrsreport.com]; The U.S. National Weather Service has dedicated a new building for disaster preparedness and response. [Source: www.weather.gov];\"\n \"Available facts are as follows: 2003-11-24: The United States government has regulations and programs in place to respond to emergency situations, including natural disasters and man-made disasters, such as terrorist attacks. [Source] 2003-11-17: The western United States experienced severe to extreme drought in November 2003. [Source: www.ncei.noaa.gov]; Natural disasters, such as those experienced in the United States, can cause a rise in imports during the disaster recovery phase. [Source: www.wto.org] 2003-11-10: The United States has various emergency response and disaster management systems in place, including the Federal Emergency Management Agency (FEMA) and the U.S. Army Corps of Engineers. [Source: www.ojp.gov, www.usace.army.mil]; There are guidelines and protocols for emergency response, such as the Canadian Guidelines for Intervention During a Nuclear Emergency and the National Task Force on Emergency Response. [Source: www.canada.ca, www.mnhs.org]; Disasters can have significant impacts on communities, and there are efforts to assess and mitigate these impacts, such as the Federal Emergency Management Agency's (FEMA) disaster risk reduction initiatives. [Source: ascelibrary.org] 2003-11-03: The United States has experienced significant disasters, including Hurricane Andrew, and has established emergency management organizations and agencies to respond to these events. [Source: www.buyteknet.info]; The Disaster Relief Act of 1974 (42 U.S.C. 5121) provides authority for emergency response activities. [Source: www.everycrsreport.com]; The U.S. National Weather Service has dedicated a new building for disaster preparedness and response. [Source: www.weather.gov];\"]"}
-{"batch_x": [132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0], "batch_y": [137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975]], "batch_text": "['Available facts are as follows: 2003-12-22: The following disasters occurred in December 2003: floods in Santa Fe Province, Argentina; floods in Haiti; an earthquake in an unspecified location; and a disaster in Paso Robles, California. [Source] 2003-12-15: In the United States, the federal government has created new homeland security organizations and urged state and local governments to draw up plans for emergency response. [Source: pubmed.ncbi.nlm.nih.gov]; The Stafford Disaster Relief and Emergency Assistance Act defines \"major disaster\" and \"emergency\" in the context of national preparedness. [Source: www.govinfo.gov]; The United States has experienced a significant number of extreme weather and climate events, with 46 events occurring since 1990. [Source: www.ncei.noaa.gov] 2003-12-08: Objective facts about the Climate and Disaster situation:The United States has experienced numerous disaster emergencies, including flooding in Alaska, with over 190 responses since 1977 [Source: www.gao.gov]. There are guidelines and regulations in place for emergency response and recovery, including those for disaster preparedness and response in the United States [Source: onlinelibrary.wiley.com]. 2003-12-01: The Joint Commission provides guidelines for staffing emergency management, including disaster incidents, and emphasizes the importance of training and support for staff and volunteers during emergencies. [Source]; The International Committee of the Red Cross (ICRC) and the Red Cross and Red Crescent Movement emphasize the importance of disaster and emergency relief operations, and encourage states to implement the United Nations International Strategy for Disaster Reduction. [Source]; The Centers for Disease Control and Prevention (CDC) provide guidelines for hospital response to mass casualties from a radiological emergency, including planning and equipment decontamination. [Source];'\n 'Available facts are as follows: 2003-12-22: The following disasters occurred in December 2003: floods in Santa Fe Province, Argentina; floods in Haiti; an earthquake in an unspecified location; and a disaster in Paso Robles, California. [Source] 2003-12-15: In the United States, the federal government has created new homeland security organizations and urged state and local governments to draw up plans for emergency response. [Source: pubmed.ncbi.nlm.nih.gov]; The Stafford Disaster Relief and Emergency Assistance Act defines \"major disaster\" and \"emergency\" in the context of national preparedness. [Source: www.govinfo.gov]; The United States has experienced a significant number of extreme weather and climate events, with 46 events occurring since 1990. [Source: www.ncei.noaa.gov] 2003-12-08: Objective facts about the Climate and Disaster situation:The United States has experienced numerous disaster emergencies, including flooding in Alaska, with over 190 responses since 1977 [Source: www.gao.gov]. There are guidelines and regulations in place for emergency response and recovery, including those for disaster preparedness and response in the United States [Source: onlinelibrary.wiley.com]. 2003-12-01: The Joint Commission provides guidelines for staffing emergency management, including disaster incidents, and emphasizes the importance of training and support for staff and volunteers during emergencies. [Source]; The International Committee of the Red Cross (ICRC) and the Red Cross and Red Crescent Movement emphasize the importance of disaster and emergency relief operations, and encourage states to implement the United Nations International Strategy for Disaster Reduction. [Source]; The Centers for Disease Control and Prevention (CDC) provide guidelines for hospital response to mass casualties from a radiological emergency, including planning and equipment decontamination. [Source];']"}
-{"batch_x": [116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0], "batch_y": [180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2004-01-26: The United States has policies in place to protect its agriculture and food system from terrorist attacks, major disasters, and other emergencies. [Source: www.govinfo.gov]; Mangroves and wetland marshes can help protect against cyclone storm surges and floods. [Source: inee.org]; The U.S. Agency for International Development has an office dedicated to foreign disaster assistance. [Source: response.reliefweb.int]; The United Nations General Assembly has expressed appreciation to Member States and other stakeholders for their efforts in responding to emergencies and disasters. [Source: documents.un.org] 2004-01-19: Children are affected differently by disasters than adults, with unique needs during and after disasters. [Source: www.cdc.gov] 2004-01-12: The four phases of disaster management are Mitigation, Preparedness, Response, and Recovery. [Source: training.fema.gov]; The U.S. Department of Homeland Security (DHS) and Federal Emergency Management Agency (FEMA) play key roles in disaster response and preparedness. [Source: www.osha.gov]; The National Flood Insurance Program (NFIP) was established to provide flood insurance to communities, with participation growing slowly until Hurricane Agnes in 1972. [Source: www.fema.gov] 2004-01-05: The State of Hawaii has an Emergency Alert System (EAS) plan in place, which enables the President of the United States to address the American public during emergency situations. [Source: dod.hawaii.gov]; The County Board of Commissioners of Washington County, Kansas has the responsibility to protect the inhabitants of the county from natural hazards and disasters. [Source: washingtoncountyks.gov]; The National Center for Disaster Preparedness provides guidelines for response to cardiac arrest and selected life-threatening medical emergencies. [Source: www.ahajournals.org];'\n 'Available facts are as follows: 2004-01-26: The United States has policies in place to protect its agriculture and food system from terrorist attacks, major disasters, and other emergencies. [Source: www.govinfo.gov]; Mangroves and wetland marshes can help protect against cyclone storm surges and floods. [Source: inee.org]; The U.S. Agency for International Development has an office dedicated to foreign disaster assistance. [Source: response.reliefweb.int]; The United Nations General Assembly has expressed appreciation to Member States and other stakeholders for their efforts in responding to emergencies and disasters. [Source: documents.un.org] 2004-01-19: Children are affected differently by disasters than adults, with unique needs during and after disasters. [Source: www.cdc.gov] 2004-01-12: The four phases of disaster management are Mitigation, Preparedness, Response, and Recovery. [Source: training.fema.gov]; The U.S. Department of Homeland Security (DHS) and Federal Emergency Management Agency (FEMA) play key roles in disaster response and preparedness. [Source: www.osha.gov]; The National Flood Insurance Program (NFIP) was established to provide flood insurance to communities, with participation growing slowly until Hurricane Agnes in 1972. [Source: www.fema.gov] 2004-01-05: The State of Hawaii has an Emergency Alert System (EAS) plan in place, which enables the President of the United States to address the American public during emergency situations. [Source: dod.hawaii.gov]; The County Board of Commissioners of Washington County, Kansas has the responsibility to protect the inhabitants of the county from natural hazards and disasters. [Source: washingtoncountyks.gov]; The National Center for Disaster Preparedness provides guidelines for response to cardiac arrest and selected life-threatening medical emergencies. [Source: www.ahajournals.org];']"}
-{"batch_x": [67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0], "batch_y": [151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2004-02-23: The Regional Emergency Operations Center coordinates activities in handling major emergency and disaster events at the federal, state, and county levels. [Source: www.washoecounty.gov] 2004-02-16: The Disaster Relief Emergency Fund (DREF) allocated CHF 200,000 for the floods in Kassala State, Sudan in 2003. [Source]; The United Nations Office for the Coordination of Humanitarian Affairs reported that the current appeal coverage for the floods in Kassala State, Sudan was 97.4%. [Source] 2004-02-09: The California Fires Coordination Group directed the execution of the State Emergency Plan and declared a State of Emergency on February 13, 2004. [Source]; The President of the Federated States of Micronesia can determine if an emergency or disaster requires a greater response from the United States. [Source]; The government of New Zealand does not have a regular budgetary allocation for disaster management. [Source]; The United States Federal Government has official websites for regulations and emergency management, such as regulations.gov and fema.gov. [Source] 2004-02-02: The US Federal Emergency Management Agency (FEMA) has guidelines for designing and constructing community shelters, which were updated on October 31, 2020. [Source]; The US Agency for International Development's Bureau for Democracy, Conflict, and Humanitarian Assistance (DCHA) Office of U.S. Foreign Disaster Assistance reported on a complex emergency situation in Liberia in February 2004. [Source];\"\n \"Available facts are as follows: 2004-02-23: The Regional Emergency Operations Center coordinates activities in handling major emergency and disaster events at the federal, state, and county levels. [Source: www.washoecounty.gov] 2004-02-16: The Disaster Relief Emergency Fund (DREF) allocated CHF 200,000 for the floods in Kassala State, Sudan in 2003. [Source]; The United Nations Office for the Coordination of Humanitarian Affairs reported that the current appeal coverage for the floods in Kassala State, Sudan was 97.4%. [Source] 2004-02-09: The California Fires Coordination Group directed the execution of the State Emergency Plan and declared a State of Emergency on February 13, 2004. [Source]; The President of the Federated States of Micronesia can determine if an emergency or disaster requires a greater response from the United States. [Source]; The government of New Zealand does not have a regular budgetary allocation for disaster management. [Source]; The United States Federal Government has official websites for regulations and emergency management, such as regulations.gov and fema.gov. [Source] 2004-02-02: The US Federal Emergency Management Agency (FEMA) has guidelines for designing and constructing community shelters, which were updated on October 31, 2020. [Source]; The US Agency for International Development's Bureau for Democracy, Conflict, and Humanitarian Assistance (DCHA) Office of U.S. Foreign Disaster Assistance reported on a complex emergency situation in Liberia in February 2004. [Source];\"]"}
-{"batch_x": [1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0], "batch_y": [200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2004-03-22: The United States experiences frequent natural disasters, including floods, which result in significant economic losses, with over $1 billion in flood damages each year. [Source: www.gao.gov]; The country has various emergency response plans and agencies in place to mitigate the impact of disasters, such as the Federal Emergency Management Agency (FEMA) and the U.S. Coast Guard. [Source: loveman.sdsu.edu, ops.fhwa.dot.gov]; In 2004, there were specific instances of natural disasters in the United States, including a flood emergency in North Dakota and a famous disaster in Johnstown, Pennsylvania. [Source: www.ncei.noaa.gov, www.tceq.texas.gov] 2004-03-15: The Federal Emergency Management Agency (FEMA) plays a critical role in responding to disasters and emergencies in the United States. [Source]; The Governor of an affected state appoints a State Coordinating Officer (SCO) to coordinate state disaster assistance efforts with those of the Federal government. [Source]; In the event of a disaster, state and federal disaster funding is provided to support relief efforts. [Source] 2004-03-08: The Emergency Management Committee in Stillwater, NY prepared a plan in coordination with Saratoga County and the State Office of Emergency Management in 2004. [Source]; The State Coordinating Officer (SCO) is responsible for directing emergency functions in New Hampshire, including disaster services performed outside the United States. [Source]; The Comprehensive Emergency Management Plan in St. Lawrence County, NY outlines the procedures for emergency response, including the issuance of a State Disaster Emergency Declaration. [Source]; The US government has a Disaster Emergency Fund Code (DEFC) for emergency response and recovery efforts. [Source]; The National Transportation Safety Board (NTSB) investigated a train derailment in 2004 and found that emergency responders were prepared to handle a hazardous materials disaster. [Source] 2004-03-01: The United States Government has official websites and agencies dedicated to emergency management and disaster relief, such as FEMA and the Office of U.S. Foreign Disaster Assistance. [Source];'\n 'Available facts are as follows: 2004-03-22: The United States experiences frequent natural disasters, including floods, which result in significant economic losses, with over $1 billion in flood damages each year. [Source: www.gao.gov]; The country has various emergency response plans and agencies in place to mitigate the impact of disasters, such as the Federal Emergency Management Agency (FEMA) and the U.S. Coast Guard. [Source: loveman.sdsu.edu, ops.fhwa.dot.gov]; In 2004, there were specific instances of natural disasters in the United States, including a flood emergency in North Dakota and a famous disaster in Johnstown, Pennsylvania. [Source: www.ncei.noaa.gov, www.tceq.texas.gov] 2004-03-15: The Federal Emergency Management Agency (FEMA) plays a critical role in responding to disasters and emergencies in the United States. [Source]; The Governor of an affected state appoints a State Coordinating Officer (SCO) to coordinate state disaster assistance efforts with those of the Federal government. [Source]; In the event of a disaster, state and federal disaster funding is provided to support relief efforts. [Source] 2004-03-08: The Emergency Management Committee in Stillwater, NY prepared a plan in coordination with Saratoga County and the State Office of Emergency Management in 2004. [Source]; The State Coordinating Officer (SCO) is responsible for directing emergency functions in New Hampshire, including disaster services performed outside the United States. [Source]; The Comprehensive Emergency Management Plan in St. Lawrence County, NY outlines the procedures for emergency response, including the issuance of a State Disaster Emergency Declaration. [Source]; The US government has a Disaster Emergency Fund Code (DEFC) for emergency response and recovery efforts. [Source]; The National Transportation Safety Board (NTSB) investigated a train derailment in 2004 and found that emergency responders were prepared to handle a hazardous materials disaster. [Source] 2004-03-01: The United States Government has official websites and agencies dedicated to emergency management and disaster relief, such as FEMA and the Office of U.S. Foreign Disaster Assistance. [Source];']"}
-{"batch_x": [1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0], "batch_y": [27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2004-04-19: The USAID's Office of U.S. Foreign Disaster Assistance (USAID/OFDA) has deployed field staff to Sudan to assess the extent of the humanitarian emergency situation. [Source: reliefweb.int] 2004-04-12: The United States has guidelines and systems in place for dam safety, emergency action planning, and response to disasters, including federal guidance to state and local emergency management authorities. [Source: www.ferc.gov]; The Incident Command System (ICS) is a widely used concept in emergency management and incident response in the United States. [Source: firescope.caloes.ca.gov]; The Federal Emergency Management Agency (FEMA) has declared disasters and provided federal assistance in response to emergencies, such as Typhoon Sudal in Yap. [Source: www.fsmgov.org]; The Pan American Health Organization (PAHO) has developed a disaster preparedness and prevention plan for the health sector in Central America. [Source: www3.paho.org]; The United States Agency for International Development (USAID) has provided assistance in response to humanitarian emergencies, such as in Darfur. [Source: reliefweb.int] 2004-04-05: The United States government has various agencies and programs in place to manage and respond to disasters and emergencies, including the Federal Emergency Management Agency (FEMA), the Environmental Protection Agency (EPA), and the Coast Guard. [Source: multiple] 2004-03-29: The Federal Emergency Management Agency (FEMA) made funding available to examine pre-disaster hazard mitigation in the United States in 2004. [Source]; In 2004, Alaska engaged in a program to examine pre-disaster hazard mitigation. [Source]; In 1973, a tornado caused considerable damage in the Brisbane area, leading to the activation of the Civil Defence Organisation to assist in disaster relief. [Source];\"\n \"Available facts are as follows: 2004-04-19: The USAID's Office of U.S. Foreign Disaster Assistance (USAID/OFDA) has deployed field staff to Sudan to assess the extent of the humanitarian emergency situation. [Source: reliefweb.int] 2004-04-12: The United States has guidelines and systems in place for dam safety, emergency action planning, and response to disasters, including federal guidance to state and local emergency management authorities. [Source: www.ferc.gov]; The Incident Command System (ICS) is a widely used concept in emergency management and incident response in the United States. [Source: firescope.caloes.ca.gov]; The Federal Emergency Management Agency (FEMA) has declared disasters and provided federal assistance in response to emergencies, such as Typhoon Sudal in Yap. [Source: www.fsmgov.org]; The Pan American Health Organization (PAHO) has developed a disaster preparedness and prevention plan for the health sector in Central America. [Source: www3.paho.org]; The United States Agency for International Development (USAID) has provided assistance in response to humanitarian emergencies, such as in Darfur. [Source: reliefweb.int] 2004-04-05: The United States government has various agencies and programs in place to manage and respond to disasters and emergencies, including the Federal Emergency Management Agency (FEMA), the Environmental Protection Agency (EPA), and the Coast Guard. [Source: multiple] 2004-03-29: The Federal Emergency Management Agency (FEMA) made funding available to examine pre-disaster hazard mitigation in the United States in 2004. [Source]; In 2004, Alaska engaged in a program to examine pre-disaster hazard mitigation. [Source]; In 1973, a tornado caused considerable damage in the Brisbane area, leading to the activation of the Civil Defence Organisation to assist in disaster relief. [Source];\"]"}
-{"batch_x": [168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0], "batch_y": [39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472]], "batch_text": "[\"Available facts are as follows: 2004-05-24: The DART, led by personnel from USAID's Office of U.S. Foreign Disaster, is providing emergency humanitarian activities in response to the Darfur crisis. [Source: reliefweb.int]; Federal Guidelines from the Federal Emergency Management Agency provide procedures addressing emergency response to air disasters. [Source: www.cerritos.us]; OSHA has published emergency preparedness guidance on its public web page to assist employers and employees in planning for all types of emergencies. [Source: www.osha.gov]; The U.S. Department of State has declared 21 counties in Kentucky as federal disaster areas due to severe weather events. [Source: www.weather.gov] 2004-05-17: Objective facts about the Climate and Disaster situation: The U.S. government has declared national disaster areas in Hawaii and other locations due to severe weather outbreaks and emergencies. [Source: www.faa.gov, www.weather.gov] 2004-05-10: The Disaster Relief and Emergency Assistance Act authorizes the President of the United States to establish a program of disaster preparedness. [Source: www.oregonlegislature.gov]; The terrorist attacks of September 11, 2001, highlighted the critical role first responders play at the state and local level when a disaster or emergency occurs. [Source: www.gao.gov]; The United States government has programs in place to manage domestic incidents, including the Hazards Emergency Management Program at Texas State. [Source: policies.txst.edu]; The Great Flood of 1993 on the Upper Mississippi River was one of the greatest natural disasters ever in the United States, resulting in at least 48 deaths. [Source: pubs.usgs.gov] 2004-05-03: The United States Agency for International Development (USAID) has been responding to humanitarian crises in Sudan, including providing aid for water sanitation and hygiene, and has deployed field staff to assess the extent of the crisis. [Source: reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (USAID/OFDA) has been involved in providing aid to Sudan and has deployed field staff to assess the extent of the crisis. [Source: reliefweb.int];\"\n \"Available facts are as follows: 2004-05-24: The DART, led by personnel from USAID's Office of U.S. Foreign Disaster, is providing emergency humanitarian activities in response to the Darfur crisis. [Source: reliefweb.int]; Federal Guidelines from the Federal Emergency Management Agency provide procedures addressing emergency response to air disasters. [Source: www.cerritos.us]; OSHA has published emergency preparedness guidance on its public web page to assist employers and employees in planning for all types of emergencies. [Source: www.osha.gov]; The U.S. Department of State has declared 21 counties in Kentucky as federal disaster areas due to severe weather events. [Source: www.weather.gov] 2004-05-17: Objective facts about the Climate and Disaster situation: The U.S. government has declared national disaster areas in Hawaii and other locations due to severe weather outbreaks and emergencies. [Source: www.faa.gov, www.weather.gov] 2004-05-10: The Disaster Relief and Emergency Assistance Act authorizes the President of the United States to establish a program of disaster preparedness. [Source: www.oregonlegislature.gov]; The terrorist attacks of September 11, 2001, highlighted the critical role first responders play at the state and local level when a disaster or emergency occurs. [Source: www.gao.gov]; The United States government has programs in place to manage domestic incidents, including the Hazards Emergency Management Program at Texas State. [Source: policies.txst.edu]; The Great Flood of 1993 on the Upper Mississippi River was one of the greatest natural disasters ever in the United States, resulting in at least 48 deaths. [Source: pubs.usgs.gov] 2004-05-03: The United States Agency for International Development (USAID) has been responding to humanitarian crises in Sudan, including providing aid for water sanitation and hygiene, and has deployed field staff to assess the extent of the crisis. [Source: reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (USAID/OFDA) has been involved in providing aid to Sudan and has deployed field staff to assess the extent of the crisis. [Source: reliefweb.int];\"]"}
-{"batch_x": [184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0], "batch_y": [40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257]], "batch_text": "[\"Available facts are as follows: 2004-06-21: The United States has a system in place for responding to disasters, including a Presidential disaster declaration, aid from the State or Federal government, and the National Flood Insurance Program. [Source]; The U.S. Agency for International Development provides humanitarian assistance in response to disasters and complex emergencies globally. [Source]; There are existing plans and protocols for disaster preparedness and emergency evacuation in the United States, such as the Rhode Island Mass Casualty Disaster Plan. [Source] 2004-06-14: The United States has a comprehensive program to ensure continuity of essential Federal functions in the event of a disaster or emergency. [Source: www.wrc.noaa.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster responses. [Source: training.fema.gov]; The United Nations has a humanitarian pillar that focuses on disaster and emergency roles and responsibilities. [Source: pubmed.ncbi.nlm.nih.gov] 2004-06-07: Objective facts about the Climate and Disaster situation:The U.S. Agency for International Development (USAID) reports that at least 1,068 people are dead, 1,600 are missing, and 25,000 are in need of emergency food assistance due to a flood disaster in Hispaniola. [Source: earthobservatory.nasa.gov]The DART, led by personnel from USAID's Office of U.S. Foreign Disaster Assistance, has provided humanitarian assistance in the three states of Darfur. [Source: reliefweb.int] 2004-05-31: The United States has provided nearly $100 million in humanitarian assistance to Sudan since February 2003, including emergency food aid, shelter supplies, and funding for United Nations agencies. [Source]; In 2004, the State of Michigan outlined a plan for Disaster Recovery and Continuity of Operations Preparedness. [Source]; The County's Emergency Warning System in St. Louis County, Missouri had grown from 18 sirens to 205 by 2004, providing more effective coverage for the community. [Source];\"\n \"Available facts are as follows: 2004-06-21: The United States has a system in place for responding to disasters, including a Presidential disaster declaration, aid from the State or Federal government, and the National Flood Insurance Program. [Source]; The U.S. Agency for International Development provides humanitarian assistance in response to disasters and complex emergencies globally. [Source]; There are existing plans and protocols for disaster preparedness and emergency evacuation in the United States, such as the Rhode Island Mass Casualty Disaster Plan. [Source] 2004-06-14: The United States has a comprehensive program to ensure continuity of essential Federal functions in the event of a disaster or emergency. [Source: www.wrc.noaa.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster responses. [Source: training.fema.gov]; The United Nations has a humanitarian pillar that focuses on disaster and emergency roles and responsibilities. [Source: pubmed.ncbi.nlm.nih.gov] 2004-06-07: Objective facts about the Climate and Disaster situation:The U.S. Agency for International Development (USAID) reports that at least 1,068 people are dead, 1,600 are missing, and 25,000 are in need of emergency food assistance due to a flood disaster in Hispaniola. [Source: earthobservatory.nasa.gov]The DART, led by personnel from USAID's Office of U.S. Foreign Disaster Assistance, has provided humanitarian assistance in the three states of Darfur. [Source: reliefweb.int] 2004-05-31: The United States has provided nearly $100 million in humanitarian assistance to Sudan since February 2003, including emergency food aid, shelter supplies, and funding for United Nations agencies. [Source]; In 2004, the State of Michigan outlined a plan for Disaster Recovery and Continuity of Operations Preparedness. [Source]; The County's Emergency Warning System in St. Louis County, Missouri had grown from 18 sirens to 205 by 2004, providing more effective coverage for the community. [Source];\"]"}
-{"batch_x": [123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0], "batch_y": [61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809]], "batch_text": "['Available facts are as follows: 2004-07-26: The United States government has laws and regulations in place for disaster relief and emergency management, such as H.R.2707 and 38 U.S. Code § 8111A. [Source] 2004-07-19: The City of Fort Worth declared a state of disaster and public health emergency on July 20, 2004, pursuant to §418.108(a) of the Texas Government Code. [Source]; The United Nations, including the United States Geological Survey and the Swiss Geological System, provides disaster relief assistance. [Source]; The Federal Aviation Administration proposed an Airworthiness Directive on July 25, 2004. [Source]; Local, state, regional, and Federal government agencies play a major role in disaster response and relief. [Source]; The United States Government provides humanitarian assistance to emergencies, including the Darfur crisis. [Source] 2004-07-12: The concept of disaster response involves flexibility and fluidity on behalf of the decision maker, and should be protocol-driven. [Source: www.ncbi.nlm.nih.gov] 2004-07-05: Objective facts about the Climate and Disaster situation:The United States has regulations and policies in place for disaster response and emergency management, including the Protection of Historic Properties (36 CFR Part 800) and the DoD Financial Management Regulation Volume 4, Chapter 4. [Source];'\n 'Available facts are as follows: 2004-07-26: The United States government has laws and regulations in place for disaster relief and emergency management, such as H.R.2707 and 38 U.S. Code § 8111A. [Source] 2004-07-19: The City of Fort Worth declared a state of disaster and public health emergency on July 20, 2004, pursuant to §418.108(a) of the Texas Government Code. [Source]; The United Nations, including the United States Geological Survey and the Swiss Geological System, provides disaster relief assistance. [Source]; The Federal Aviation Administration proposed an Airworthiness Directive on July 25, 2004. [Source]; Local, state, regional, and Federal government agencies play a major role in disaster response and relief. [Source]; The United States Government provides humanitarian assistance to emergencies, including the Darfur crisis. [Source] 2004-07-12: The concept of disaster response involves flexibility and fluidity on behalf of the decision maker, and should be protocol-driven. [Source: www.ncbi.nlm.nih.gov] 2004-07-05: Objective facts about the Climate and Disaster situation:The United States has regulations and policies in place for disaster response and emergency management, including the Protection of Historic Properties (36 CFR Part 800) and the DoD Financial Management Regulation Volume 4, Chapter 4. [Source];']"}
-{"batch_x": [137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0], "batch_y": [18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2004-08-23: The United States has a system in place for responding to emergency and disaster situations, including presidential declared emergencies, with coordination from the Department of Defense and other agencies. [Source: www.northcom.mil]; The US has guidelines and procedures for health disaster management, including the World Association for Disaster and Emergency Medicine (WADEM) and the World Federation of Engineering Organizations (WFEO). [Source: www.bencana-kesehatan.net]; The US Census Bureau collects data on emergency management and disasters, including statistics on age, sex, business, education, employment, and other factors. [Source: www.census.gov] 2004-08-16: Objective facts about the Climate and Disaster situation:In 2004, there were various disaster-related events and reports, including a complex emergency in the Democratic Republic of Congo, a Marmara earthquake assessment in Turkey, and a hurricane aftermath in Florida. [Source: reliefweb.int, documents.worldbank.org, www.cnn.com] 2004-08-09: The search results are primarily focused on disaster preparedness and emergency management, with a focus on individual and community preparedness, rather than climate-specific information. [Source] 2004-08-02: Bossier Parish is subject to various disasters, including natural and man-made ones, which can result in different magnitudes of disaster conditions. [Source: www.bossierparishla.gov]; The U.S. Mission in Sudan has declared disasters due to the complex emergency annually since 1987. [Source: reliefweb.int]; The Federal Emergency Management Agency has a role in Disaster Recovery and Section 106 Review. [Source: www.achp.gov];'\n 'Available facts are as follows: 2004-08-23: The United States has a system in place for responding to emergency and disaster situations, including presidential declared emergencies, with coordination from the Department of Defense and other agencies. [Source: www.northcom.mil]; The US has guidelines and procedures for health disaster management, including the World Association for Disaster and Emergency Medicine (WADEM) and the World Federation of Engineering Organizations (WFEO). [Source: www.bencana-kesehatan.net]; The US Census Bureau collects data on emergency management and disasters, including statistics on age, sex, business, education, employment, and other factors. [Source: www.census.gov] 2004-08-16: Objective facts about the Climate and Disaster situation:In 2004, there were various disaster-related events and reports, including a complex emergency in the Democratic Republic of Congo, a Marmara earthquake assessment in Turkey, and a hurricane aftermath in Florida. [Source: reliefweb.int, documents.worldbank.org, www.cnn.com] 2004-08-09: The search results are primarily focused on disaster preparedness and emergency management, with a focus on individual and community preparedness, rather than climate-specific information. [Source] 2004-08-02: Bossier Parish is subject to various disasters, including natural and man-made ones, which can result in different magnitudes of disaster conditions. [Source: www.bossierparishla.gov]; The U.S. Mission in Sudan has declared disasters due to the complex emergency annually since 1987. [Source: reliefweb.int]; The Federal Emergency Management Agency has a role in Disaster Recovery and Section 106 Review. [Source: www.achp.gov];']"}
-{"batch_x": [180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0], "batch_y": [271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306]], "batch_text": "['Available facts are as follows: 2004-09-20: Objective facts about the Climate and Disaster situation:The United States government has an office dedicated to state and local government coordination and preparedness for civil defense, counter-terrorism, and disaster procedures. [Source: www.ojp.gov]USAID/OFDA provided $100,000 to support the local purchase and distribution of emergency relief supplies in Grenada. [Source: reliefweb.int]Hurricane Jeanne was forecasted to affect the United States on September 24, 2004. [Source: reliefweb.int]The Government of India has a National Disaster Management plan, which includes a communication plan to connect emergency operation centers with disaster sites. [Source: www.preventionweb.net] 2004-09-13: The Stafford Disaster Relief and Emergency Assistance Act was enacted to support State and local governments and individuals affected by disasters. [Source: www.oig.dhs.gov]; The U.S. Small Business Administration has approved $39 million in low-interest disaster loans to homeowners, renters, and businesses affected by Hurricanes Charley and Frances. [Source: georgewbush-whitehouse.archives.gov]; The Caribbean Disaster Emergency Response Agency (CDERA) presented a disaster management assessment to the Emergency Management Council, highlighting the economic and human costs of damage on eight CARICOM member states. [Source: reliefweb.int]; The North Carolina Disaster Field Office and North Carolina Emergency Management State Emergency Response Team conducted rapid community health and needs assessments after Hurricanes Charley and Frances. [Source: www.cdc.gov] 2004-09-06: The California Disaster and Civil Defense Master Mutual Aid Agreement was established in 1950, and the statewide mutual aid system has evolved since then. [Source]; The United States Nuclear Regulatory Commission has been involved in emergency preparedness and response to radiological emergencies since 2000. [Source]; Emergency Management involves combined efforts of local, state, and federal governments to protect citizens from natural and man-made disasters. [Source]; The CDC recommends making an emergency plan that includes a disaster supply kit in case of unexpected power outages. [Source]; The US Government provides humanitarian assistance to countries affected by disasters, such as Grenada, through USAID and coordination with CDERA. [Source] 2004-08-30: The United States has a National Disaster Medical System that provides a national framework for responding to disasters. [Source]; Avalanche deaths in the United States have been analyzed over a 45-year period. [Source]; Hurricane Frances hit Florida in 2004, and the Federal Emergency Management Agency (FEMA) responded to the disaster. [Source]; Local governments in the United States have emergency plans in place to deal with disasters, and these plans are reviewed by county coordinators. [Source]; The Centers for Disease Control and Prevention (CDC) conducts surveillance for fatal and nonfatal injuries in the United States, including those related to disasters. [Source];'\n 'Available facts are as follows: 2004-09-20: Objective facts about the Climate and Disaster situation:The United States government has an office dedicated to state and local government coordination and preparedness for civil defense, counter-terrorism, and disaster procedures. [Source: www.ojp.gov]USAID/OFDA provided $100,000 to support the local purchase and distribution of emergency relief supplies in Grenada. [Source: reliefweb.int]Hurricane Jeanne was forecasted to affect the United States on September 24, 2004. [Source: reliefweb.int]The Government of India has a National Disaster Management plan, which includes a communication plan to connect emergency operation centers with disaster sites. [Source: www.preventionweb.net] 2004-09-13: The Stafford Disaster Relief and Emergency Assistance Act was enacted to support State and local governments and individuals affected by disasters. [Source: www.oig.dhs.gov]; The U.S. Small Business Administration has approved $39 million in low-interest disaster loans to homeowners, renters, and businesses affected by Hurricanes Charley and Frances. [Source: georgewbush-whitehouse.archives.gov]; The Caribbean Disaster Emergency Response Agency (CDERA) presented a disaster management assessment to the Emergency Management Council, highlighting the economic and human costs of damage on eight CARICOM member states. [Source: reliefweb.int]; The North Carolina Disaster Field Office and North Carolina Emergency Management State Emergency Response Team conducted rapid community health and needs assessments after Hurricanes Charley and Frances. [Source: www.cdc.gov] 2004-09-06: The California Disaster and Civil Defense Master Mutual Aid Agreement was established in 1950, and the statewide mutual aid system has evolved since then. [Source]; The United States Nuclear Regulatory Commission has been involved in emergency preparedness and response to radiological emergencies since 2000. [Source]; Emergency Management involves combined efforts of local, state, and federal governments to protect citizens from natural and man-made disasters. [Source]; The CDC recommends making an emergency plan that includes a disaster supply kit in case of unexpected power outages. [Source]; The US Government provides humanitarian assistance to countries affected by disasters, such as Grenada, through USAID and coordination with CDERA. [Source] 2004-08-30: The United States has a National Disaster Medical System that provides a national framework for responding to disasters. [Source]; Avalanche deaths in the United States have been analyzed over a 45-year period. [Source]; Hurricane Frances hit Florida in 2004, and the Federal Emergency Management Agency (FEMA) responded to the disaster. [Source]; Local governments in the United States have emergency plans in place to deal with disasters, and these plans are reviewed by county coordinators. [Source]; The Centers for Disease Control and Prevention (CDC) conducts surveillance for fatal and nonfatal injuries in the United States, including those related to disasters. [Source];']"}
-{"batch_x": [151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0], "batch_y": [265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2004-10-25: The Federal Emergency Management Agency (FEMA) is inviting Ontario County, NY residents to an Open House on Flood Risk and Insurance on October 28, 2004. [Source: www.fema.gov]; There is a lack of basic information on the potential impacts of joint natech disasters, resulting in minimal existing mitigation and emergency response practices. [Source: www.unisdr.org]; The Public Works and Economic Development Act of 1965 includes provisions for disasters or emergencies in areas with respect to which a major disaster or emergency has been declared. [Source: www.eda.gov]; Hurricanes Ivan and Jeanne ravaged the Caribbean and southern United States, and the United Nations conducted a disaster assessment and response. [Source: reliefweb.int]; The Earthquake Hazard Reduction Act of 2004 established a committee composed of directors from FEMA, the United States Geological Survey, and other agencies. [Source: uscode.house.gov] 2004-10-18: The United States has regulations and guidelines in place for disaster relief and management, including the transfer of food commodities and disaster mitigation efforts. [Source: www.ecfr.gov, www.prb.org]; There are individuals with expertise in emergency management and disaster response, such as Joey Trevino and Naomy Rodriguez, who have experience in emergency response and disaster management. [Source: www.linkedin.com]; The US government has responded to emergencies and disasters, including hurricanes, and has provided support for disaster relief efforts. [Source: reliefweb.int, nj.gov] 2004-10-11: The United States government has official websites that provide information on emergency and disaster response, such as FEMA, HUD, and DOT. [Source] 2004-10-04: On September 23, 2004, U.S. Ambassador James Foley announced approximately $2 million in disaster relief assistance to Haiti, provided through USAID. [Source: reliefweb.int];'\n 'Available facts are as follows: 2004-10-25: The Federal Emergency Management Agency (FEMA) is inviting Ontario County, NY residents to an Open House on Flood Risk and Insurance on October 28, 2004. [Source: www.fema.gov]; There is a lack of basic information on the potential impacts of joint natech disasters, resulting in minimal existing mitigation and emergency response practices. [Source: www.unisdr.org]; The Public Works and Economic Development Act of 1965 includes provisions for disasters or emergencies in areas with respect to which a major disaster or emergency has been declared. [Source: www.eda.gov]; Hurricanes Ivan and Jeanne ravaged the Caribbean and southern United States, and the United Nations conducted a disaster assessment and response. [Source: reliefweb.int]; The Earthquake Hazard Reduction Act of 2004 established a committee composed of directors from FEMA, the United States Geological Survey, and other agencies. [Source: uscode.house.gov] 2004-10-18: The United States has regulations and guidelines in place for disaster relief and management, including the transfer of food commodities and disaster mitigation efforts. [Source: www.ecfr.gov, www.prb.org]; There are individuals with expertise in emergency management and disaster response, such as Joey Trevino and Naomy Rodriguez, who have experience in emergency response and disaster management. [Source: www.linkedin.com]; The US government has responded to emergencies and disasters, including hurricanes, and has provided support for disaster relief efforts. [Source: reliefweb.int, nj.gov] 2004-10-11: The United States government has official websites that provide information on emergency and disaster response, such as FEMA, HUD, and DOT. [Source] 2004-10-04: On September 23, 2004, U.S. Ambassador James Foley announced approximately $2 million in disaster relief assistance to Haiti, provided through USAID. [Source: reliefweb.int];']"}
-{"batch_x": [200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0], "batch_y": [207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2004-11-22: The number of people vulnerable to natural hazards has increased, resulting in a higher number of natural disasters and environmental emergencies. [Source: www.unisdr.org]; The United Nations has set a Millennium Goal to intensify cooperation to reduce the number and effects of natural and man-made disasters. [Source: reliefweb.int]; Natural disasters have caused significant economic losses, with the hurricane season in the Caribbean causing over US$2.2 billion in damages. [Source: reliefweb.int] 2004-11-15: The United States Federal Emergency Management Agency (FEMA) is responsible for responding to natural disasters and emergencies in the country. [Source]; Drought is one of the most costly natural disasters in the United States, with significant economic impacts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C.) provides federal assistance to states and local governments in response to disasters and emergencies. [Source] 2004-11-08: The official national emergency number in the United States and Canada is 9-1-1. [Source: mylrc.sdlegislature.gov]; The United States has a system for emergency response and disaster preparedness, including national emergency numbers and funding for emergency/natural disaster response. [Source: www.hud.gov]; Local institutions play a role in reducing vulnerability to recurring disasters, and GIS and multicriteria decision making can be used in disaster management. [Source: www.fao.org] 2004-11-01: Disasters disrupt hundreds of thousands of lives, and emergency preparedness is crucial to minimize the impact. [Source: www.kauai.gov]; The Federal Emergency Management Agency (FEMA) provides resources for disaster policy and emergency management in the United States. [Source: training.fema.gov]; In the event of a disaster, the State Water Resources Control Board provides assistance for necessary repair and protection measures associated with an emergency situation. [Source: www.waterboards.ca.gov]; The United States government has official websites and resources for emergency management and disaster response. [Source: www.regulations.gov, www.govinfo.gov];'\n 'Available facts are as follows: 2004-11-22: The number of people vulnerable to natural hazards has increased, resulting in a higher number of natural disasters and environmental emergencies. [Source: www.unisdr.org]; The United Nations has set a Millennium Goal to intensify cooperation to reduce the number and effects of natural and man-made disasters. [Source: reliefweb.int]; Natural disasters have caused significant economic losses, with the hurricane season in the Caribbean causing over US$2.2 billion in damages. [Source: reliefweb.int] 2004-11-15: The United States Federal Emergency Management Agency (FEMA) is responsible for responding to natural disasters and emergencies in the country. [Source]; Drought is one of the most costly natural disasters in the United States, with significant economic impacts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C.) provides federal assistance to states and local governments in response to disasters and emergencies. [Source] 2004-11-08: The official national emergency number in the United States and Canada is 9-1-1. [Source: mylrc.sdlegislature.gov]; The United States has a system for emergency response and disaster preparedness, including national emergency numbers and funding for emergency/natural disaster response. [Source: www.hud.gov]; Local institutions play a role in reducing vulnerability to recurring disasters, and GIS and multicriteria decision making can be used in disaster management. [Source: www.fao.org] 2004-11-01: Disasters disrupt hundreds of thousands of lives, and emergency preparedness is crucial to minimize the impact. [Source: www.kauai.gov]; The Federal Emergency Management Agency (FEMA) provides resources for disaster policy and emergency management in the United States. [Source: training.fema.gov]; In the event of a disaster, the State Water Resources Control Board provides assistance for necessary repair and protection measures associated with an emergency situation. [Source: www.waterboards.ca.gov]; The United States government has official websites and resources for emergency management and disaster response. [Source: www.regulations.gov, www.govinfo.gov];']"}
-{"batch_x": [27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0], "batch_y": [240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2004-12-20: The 2004 Indian Ocean earthquake and tsunami occurred on December 26, 2004. [Source: recovery.preventionweb.net] 2004-12-13: The Robert T. Stafford Disaster Relief and Emergency Assistance Act guides federal work on disaster relief in the United States. [Source]; The United States Federal Emergency Management Agency (FEMA) plays a key role in disaster management and response. [Source]; The National Response Plan (NRP) establishes a framework for disaster response in the United States. [Source] 2004-12-06: The United States has an emergency management system that covers five phases of emergency management, including preparation, response, recovery, mitigation, and prevention. [Source: www.hud.gov]; The National Response Plan is a federal plan that outlines the roles and responsibilities of different agencies and organizations in responding to disasters and emergencies. [Source: www.hsdl.org]; Emergency management agencies, such as the one in Marion County, Georgia, play a critical role in coordinating disaster response and relief efforts. [Source: www.marioncountyga.org]; The United States government has a National Response Plan that aims to improve coordination among federal, state, local, and tribal organizations in responding to disasters and emergencies. [Source: irp.fas.org] 2004-11-29: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) is involved in disaster assistance in South Carolina. [Source: www.gao.gov]Emergency Management is a county office mandated by the State of Wisconsin to respond to disasters and emergencies. [Source: 211wisconsin.communityos.org]The United States provides immediate emergency assistance to support communities affected by disasters, such as volcanic disasters in Papua New Guinea. [Source: reliefweb.int];'\n 'Available facts are as follows: 2004-12-20: The 2004 Indian Ocean earthquake and tsunami occurred on December 26, 2004. [Source: recovery.preventionweb.net] 2004-12-13: The Robert T. Stafford Disaster Relief and Emergency Assistance Act guides federal work on disaster relief in the United States. [Source]; The United States Federal Emergency Management Agency (FEMA) plays a key role in disaster management and response. [Source]; The National Response Plan (NRP) establishes a framework for disaster response in the United States. [Source] 2004-12-06: The United States has an emergency management system that covers five phases of emergency management, including preparation, response, recovery, mitigation, and prevention. [Source: www.hud.gov]; The National Response Plan is a federal plan that outlines the roles and responsibilities of different agencies and organizations in responding to disasters and emergencies. [Source: www.hsdl.org]; Emergency management agencies, such as the one in Marion County, Georgia, play a critical role in coordinating disaster response and relief efforts. [Source: www.marioncountyga.org]; The United States government has a National Response Plan that aims to improve coordination among federal, state, local, and tribal organizations in responding to disasters and emergencies. [Source: irp.fas.org] 2004-11-29: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) is involved in disaster assistance in South Carolina. [Source: www.gao.gov]Emergency Management is a county office mandated by the State of Wisconsin to respond to disasters and emergencies. [Source: 211wisconsin.communityos.org]The United States provides immediate emergency assistance to support communities affected by disasters, such as volcanic disasters in Papua New Guinea. [Source: reliefweb.int];']"}
-{"batch_x": [39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0], "batch_y": [324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2005-01-24: The United States government and various organizations are involved in emergency response and disaster management, including the American College of Emergency Physicians, the National Voluntary Organizations Active in Disaster, and the United States Agency for International Development. [Source]; The Thai Ministry of Public Health (MOPH) responded to a disaster with technical assistance from the Thai MOPH--U.S. CDC Collaboration (TUC) and the Armed Forces Research Institute of Medical Sciences. [Source]; Tsunamis can impact the United States, and state and local government, especially state emergency managers, play a critical role in disaster response. [Source] 2005-01-17: The Hyogo Framework for Action 2005-2015 was adopted to reduce disaster risk and enhance emergency and humanitarian assistance. [Source: www.unisdr.org]; The United Nations High Commissioner for Refugees published a report on food and nutrition needs in emergencies, highlighting the importance of addressing these needs in disaster response. [Source: www.who.int]; In 2005, the US Agency for International Development provided humanitarian assistance to Sudan, including water, sanitation, and hygiene support. [Source: response.reliefweb.int]; The Indian Ocean Tsunami in 2004 highlighted the importance of international cooperation in disaster response and the limitations of preventing natural disasters. [Source: www.asil.org] 2005-01-10: The United States Federal Emergency Management Agency (FEMA) is an agency responsible for disaster management and response. [Source: floodhazards.utah.gov]; The US Navy and Air Force have conducted disaster relief operations, including delivering emergency supplies to isolated communities. [Source: www.history.navy.mil]; The Federal Emergency Management Agency (FEMA) has guidelines for coastal flood hazard analysis and mapping, as approximately 50% of the US population resides on or near the coast. [Source: www.fema.gov] 2005-01-03: The United States government and various agencies have emergency response plans and protocols in place for disaster situations, including natural disasters and industrial accidents. [Source];'\n 'Available facts are as follows: 2005-01-24: The United States government and various organizations are involved in emergency response and disaster management, including the American College of Emergency Physicians, the National Voluntary Organizations Active in Disaster, and the United States Agency for International Development. [Source]; The Thai Ministry of Public Health (MOPH) responded to a disaster with technical assistance from the Thai MOPH--U.S. CDC Collaboration (TUC) and the Armed Forces Research Institute of Medical Sciences. [Source]; Tsunamis can impact the United States, and state and local government, especially state emergency managers, play a critical role in disaster response. [Source] 2005-01-17: The Hyogo Framework for Action 2005-2015 was adopted to reduce disaster risk and enhance emergency and humanitarian assistance. [Source: www.unisdr.org]; The United Nations High Commissioner for Refugees published a report on food and nutrition needs in emergencies, highlighting the importance of addressing these needs in disaster response. [Source: www.who.int]; In 2005, the US Agency for International Development provided humanitarian assistance to Sudan, including water, sanitation, and hygiene support. [Source: response.reliefweb.int]; The Indian Ocean Tsunami in 2004 highlighted the importance of international cooperation in disaster response and the limitations of preventing natural disasters. [Source: www.asil.org] 2005-01-10: The United States Federal Emergency Management Agency (FEMA) is an agency responsible for disaster management and response. [Source: floodhazards.utah.gov]; The US Navy and Air Force have conducted disaster relief operations, including delivering emergency supplies to isolated communities. [Source: www.history.navy.mil]; The Federal Emergency Management Agency (FEMA) has guidelines for coastal flood hazard analysis and mapping, as approximately 50% of the US population resides on or near the coast. [Source: www.fema.gov] 2005-01-03: The United States government and various agencies have emergency response plans and protocols in place for disaster situations, including natural disasters and industrial accidents. [Source];']"}
-{"batch_x": [40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0], "batch_y": [357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2005-02-21: The United States Department of Justice (DOJ) Office of Justice Programs and the Federal Emergency Management Agency (FEMA) are involved in disaster preparedness and emergency response. [Source]; The Office of US Foreign Disaster Assistance (OFDA) is also involved in disaster response and preparedness, and has worked with FEMA in the past. [Source]; The Air Force has a program that supports federal emergency management programs and works closely with state, local, and civilian emergency response teams. [Source]; The United Nations General Assembly has passed a resolution to strengthen the coordination of emergency humanitarian assistance, including natural disasters. [Source]; The FEMA Pre-Disaster Mitigation Grant Program is available to state emergency management agencies or similar offices to mitigate disasters. [Source] 2005-02-14: The National Flood Insurance Program (NFIP) has floodplain management requirements, and local officials can use a study guide to prepare for the Association of State Floodplain Managers (ASFPM) Certified Floodplain Manager exam. [Source: www.fema.gov]; The All Hazards Waste Management Planning Tool (AHWMPT) assists emergency managers and planners in creating or updating a comprehensive plan for managing materials and waste during disasters. [Source: wasteplan.epa.gov]; The National Incident Management System (NIMS) and the Incident Command System (ICS) are used in the United States to respond to disasters and emergencies. [Source: www.ojp.gov] 2005-02-07: The U.S. government and international systems have mechanisms in place to respond to disasters, including the UN Emergency Relief Coordinator and the U.S. Agency for International Development's Office of U.S. Foreign Disaster Assistance. [Source]; Emergency management and disaster response efforts involve coordination between local, national, and international organizations, as seen in the examples of 211 Ventura County and the U.S. Army Corps of Engineers Pittsburgh District. [Source]; Disasters can have a significant impact on vulnerable populations, such as older people, as seen in the Indian Ocean tsunami. [Source] 2005-01-31: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) awards disaster grants to states, and states that meet certain requirements can receive up to 7.5% of the total grants. [Source: yucaipa.gov]The IMF provides emergency assistance for natural disasters to affected countries through an administered account. [Source: www.imf.org];\"\n \"Available facts are as follows: 2005-02-21: The United States Department of Justice (DOJ) Office of Justice Programs and the Federal Emergency Management Agency (FEMA) are involved in disaster preparedness and emergency response. [Source]; The Office of US Foreign Disaster Assistance (OFDA) is also involved in disaster response and preparedness, and has worked with FEMA in the past. [Source]; The Air Force has a program that supports federal emergency management programs and works closely with state, local, and civilian emergency response teams. [Source]; The United Nations General Assembly has passed a resolution to strengthen the coordination of emergency humanitarian assistance, including natural disasters. [Source]; The FEMA Pre-Disaster Mitigation Grant Program is available to state emergency management agencies or similar offices to mitigate disasters. [Source] 2005-02-14: The National Flood Insurance Program (NFIP) has floodplain management requirements, and local officials can use a study guide to prepare for the Association of State Floodplain Managers (ASFPM) Certified Floodplain Manager exam. [Source: www.fema.gov]; The All Hazards Waste Management Planning Tool (AHWMPT) assists emergency managers and planners in creating or updating a comprehensive plan for managing materials and waste during disasters. [Source: wasteplan.epa.gov]; The National Incident Management System (NIMS) and the Incident Command System (ICS) are used in the United States to respond to disasters and emergencies. [Source: www.ojp.gov] 2005-02-07: The U.S. government and international systems have mechanisms in place to respond to disasters, including the UN Emergency Relief Coordinator and the U.S. Agency for International Development's Office of U.S. Foreign Disaster Assistance. [Source]; Emergency management and disaster response efforts involve coordination between local, national, and international organizations, as seen in the examples of 211 Ventura County and the U.S. Army Corps of Engineers Pittsburgh District. [Source]; Disasters can have a significant impact on vulnerable populations, such as older people, as seen in the Indian Ocean tsunami. [Source] 2005-01-31: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) awards disaster grants to states, and states that meet certain requirements can receive up to 7.5% of the total grants. [Source: yucaipa.gov]The IMF provides emergency assistance for natural disasters to affected countries through an administered account. [Source: www.imf.org];\"]"}
-{"batch_x": [61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0], "batch_y": [315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2005-03-21: The United States has a comprehensive emergency management program that includes managing the National Disaster Medical System Federal Coordinating Centers and facilitating cross-border emergency management with Canada. [Source: www.va.gov, www.emacweb.org] 2005-03-14: The United States has experienced significant natural disasters, including the worst natural disaster in terms of loss of life, which was caused by flooding. [Source: www.weather.gov]; The Federal Emergency Management Agency (FEMA) provides emergency management and disaster relief, including temporary housing units for disaster victims. [Source: portal.ct.gov]; The Hazard Mitigation Grant Program provides funds to states for hazard mitigation planning and projects after a disaster. [Source: gema.georgia.gov] 2005-03-07: The United States has experienced several disasters and emergencies, including Hurricane Ivan, floods, and bird flu outbreaks, which have required federal and state disaster relief efforts. [Source: reliefweb.int, www.weather.gov, www.cdph.ca.gov] 2005-02-28: The U.S. Agency for International Development provides disaster assistance and responds to volcanic crises. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) provides resources for disaster planning and emergency management. [Source: training.fema.gov]; The U.S. Department of Agriculture's Farm Service Agency (FSA) administers the Crop Disaster Program with no set funding limitation. [Source: www.fsa.usda.gov];\"\n \"Available facts are as follows: 2005-03-21: The United States has a comprehensive emergency management program that includes managing the National Disaster Medical System Federal Coordinating Centers and facilitating cross-border emergency management with Canada. [Source: www.va.gov, www.emacweb.org] 2005-03-14: The United States has experienced significant natural disasters, including the worst natural disaster in terms of loss of life, which was caused by flooding. [Source: www.weather.gov]; The Federal Emergency Management Agency (FEMA) provides emergency management and disaster relief, including temporary housing units for disaster victims. [Source: portal.ct.gov]; The Hazard Mitigation Grant Program provides funds to states for hazard mitigation planning and projects after a disaster. [Source: gema.georgia.gov] 2005-03-07: The United States has experienced several disasters and emergencies, including Hurricane Ivan, floods, and bird flu outbreaks, which have required federal and state disaster relief efforts. [Source: reliefweb.int, www.weather.gov, www.cdph.ca.gov] 2005-02-28: The U.S. Agency for International Development provides disaster assistance and responds to volcanic crises. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) provides resources for disaster planning and emergency management. [Source: training.fema.gov]; The U.S. Department of Agriculture's Farm Service Agency (FSA) administers the Crop Disaster Program with no set funding limitation. [Source: www.fsa.usda.gov];\"]"}
-{"batch_x": [18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0], "batch_y": [344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2005-04-25: Objective facts about the Climate and Disaster situation:The United States experiences various disasters, including tornadoes, storms, and floods, resulting in significant damage and loss of life. [Source: www.depts.ttu.edu]The Federal Emergency Management Agency (FEMA) provides disaster recovery expertise and funding in the event of a disaster. [Source: www.fema.gov]The U.S. Department of Homeland Security is involved in emergency management and disaster response. [Source: www.dhs.gov] 2005-04-18: The program, originally known as Civil Defense, is a function of government that coordinates the entire community's effort to minimize the impact of a disaster. [Source: www.cumberlandcountypa.gov]; The normal gatekeeping process of radio stations is altered during the emergency time period of disasters in the United States. [Source: udspace.udel.edu]; The Czech Republic has an extensive legislative activity and creation of the new crisis management system for managing major disasters. [Source: sdgs.un.org]; The EPA Region 6 is responsible for responding to disasters, hazardous materials releases, time-critical removals, and inland oil spills that threaten human health and/or the environment. [Source: 19january2017snapshot.epa.gov]; The total damage caused by the floods in Bangladesh was estimated at US$2.28 billion, with the most severe losses concentrated in the housing, transport, and agricultural sectors. [Source: www.preventionweb.net] 2005-04-11: Objective facts about the Climate and Disaster situation:The United States has various emergency response plans and systems in place to respond to disasters, including the NRC Incident Response Plan, Emergency Response Planning for Military Water Systems, and National Planning Scenarios. [Source: www.nrc.gov, www.hsdl.org, info.publicintelligence.net] 2005-04-04: The United States government and its agencies, such as NEMA and FEMA, have guidelines and programs in place for disaster response and recovery, including providing accommodations for military and official visitors, and grant programs for disaster recovery. [Source];\"\n \"Available facts are as follows: 2005-04-25: Objective facts about the Climate and Disaster situation:The United States experiences various disasters, including tornadoes, storms, and floods, resulting in significant damage and loss of life. [Source: www.depts.ttu.edu]The Federal Emergency Management Agency (FEMA) provides disaster recovery expertise and funding in the event of a disaster. [Source: www.fema.gov]The U.S. Department of Homeland Security is involved in emergency management and disaster response. [Source: www.dhs.gov] 2005-04-18: The program, originally known as Civil Defense, is a function of government that coordinates the entire community's effort to minimize the impact of a disaster. [Source: www.cumberlandcountypa.gov]; The normal gatekeeping process of radio stations is altered during the emergency time period of disasters in the United States. [Source: udspace.udel.edu]; The Czech Republic has an extensive legislative activity and creation of the new crisis management system for managing major disasters. [Source: sdgs.un.org]; The EPA Region 6 is responsible for responding to disasters, hazardous materials releases, time-critical removals, and inland oil spills that threaten human health and/or the environment. [Source: 19january2017snapshot.epa.gov]; The total damage caused by the floods in Bangladesh was estimated at US$2.28 billion, with the most severe losses concentrated in the housing, transport, and agricultural sectors. [Source: www.preventionweb.net] 2005-04-11: Objective facts about the Climate and Disaster situation:The United States has various emergency response plans and systems in place to respond to disasters, including the NRC Incident Response Plan, Emergency Response Planning for Military Water Systems, and National Planning Scenarios. [Source: www.nrc.gov, www.hsdl.org, info.publicintelligence.net] 2005-04-04: The United States government and its agencies, such as NEMA and FEMA, have guidelines and programs in place for disaster response and recovery, including providing accommodations for military and official visitors, and grant programs for disaster recovery. [Source];\"]"}
-{"batch_x": [271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0], "batch_y": [267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2005-05-23: The Federal Emergency Management Agency (FEMA) plays a key role in responding to disasters or emergencies in the United States, usually at the request of a state governor. [Source]; The National Response Plan (NRP) outlines how federal, state, local, and private emergency resources respond to disasters or emergencies. [Source] 2005-05-16: The United States has various agencies and policies in place to address disaster management and emergency preparedness, such as the Illinois Emergency Management Agency, Office of Homeland Security, Federal Emergency Management Agency (FEMA), and the United States Geological Survey. [Source]; There are also efforts to improve disaster recovery planning, such as the policy of the United States to have in place a disaster recovery plan for DHS information systems. [Source] 2005-05-09: The state of disaster emergency continues until the execution of the State Emergency Operations Plan. [Source: centrecountypa.gov]; The Bhopal disaster in Madhya Pradesh, India killed more than 3,800 people and lacked a mass casualty emergency response system. [Source: ehjournal.biomedcentral.com] 2005-05-02: Objective facts about the Climate and Disaster situation:The Mississippi Office of Homeland Security has plans in place to cover all types of disasters. [Source: www.homelandsecurity.ms.gov]The U.S. Department of Homeland Security and Federal Emergency Management Agency (FEMA) provide resources for emergency response and disaster planning. [Source: www.fema.gov]Bay Area hospitals have emergency disaster plans in place to receive federal grant money. [Source: nature.berkeley.edu]The Centers for Disease Control and Prevention provide emergency preparedness and response information for public health emergencies. [Source: www.health.ny.gov];'\n 'Available facts are as follows: 2005-05-23: The Federal Emergency Management Agency (FEMA) plays a key role in responding to disasters or emergencies in the United States, usually at the request of a state governor. [Source]; The National Response Plan (NRP) outlines how federal, state, local, and private emergency resources respond to disasters or emergencies. [Source] 2005-05-16: The United States has various agencies and policies in place to address disaster management and emergency preparedness, such as the Illinois Emergency Management Agency, Office of Homeland Security, Federal Emergency Management Agency (FEMA), and the United States Geological Survey. [Source]; There are also efforts to improve disaster recovery planning, such as the policy of the United States to have in place a disaster recovery plan for DHS information systems. [Source] 2005-05-09: The state of disaster emergency continues until the execution of the State Emergency Operations Plan. [Source: centrecountypa.gov]; The Bhopal disaster in Madhya Pradesh, India killed more than 3,800 people and lacked a mass casualty emergency response system. [Source: ehjournal.biomedcentral.com] 2005-05-02: Objective facts about the Climate and Disaster situation:The Mississippi Office of Homeland Security has plans in place to cover all types of disasters. [Source: www.homelandsecurity.ms.gov]The U.S. Department of Homeland Security and Federal Emergency Management Agency (FEMA) provide resources for emergency response and disaster planning. [Source: www.fema.gov]Bay Area hospitals have emergency disaster plans in place to receive federal grant money. [Source: nature.berkeley.edu]The Centers for Disease Control and Prevention provide emergency preparedness and response information for public health emergencies. [Source: www.health.ny.gov];']"}
-{"batch_x": [265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0], "batch_y": [297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2005-06-20: The 2004 tsunami led to the development of a reconstruction plan, which included provision for reimbursement to USAID for emergency relief assistance already expended and resources. [Source]; The U.S. Department of Health and Human Services has an Office of Public Health Emergency Preparedness, which plays a crucial role in responding to regional disasters. [Source]; The U.S. Centers for Disease Control provides data on emergency medical response to disasters, which is used to inform response strategies. [Source]; The U.S. government has official websites, such as Regulations.gov, that provide information on disaster response and management. [Source] 2005-06-13: In 2004, more than 60 major disasters, including floods, hurricanes, earthquakes, tornadoes, and wildfires, struck the United States. [Source: www.sdr.gov] 2005-06-06: The United States government has official websites providing information on disaster preparedness and response, such as the National Center for Biotechnology Information (NCBI) and the Mississippi State Department of Health. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to disasters and complex emergencies, such as in Sudan. [Source]; Emergency management agencies, such as the New York State Police and the Nashville District, U.S. Army Corps of Engineers, play a crucial role in responding to disasters and emergencies. [Source] 2005-05-30: The United States government has various agencies and organizations responsible for disaster and emergency response, including the Federal Emergency Management Agency (FEMA), state emergency management agencies, and the National Guard. [Source: www.fema.gov, www.nationalguard.mil]; There are training programs and resources available for disaster preparedness and response, such as the Community Emergency Response Team (CERT) Training and the International Association of Emergency Managers (IAEM). [Source: www.palmspringsca.gov, www.iaem.org];'\n 'Available facts are as follows: 2005-06-20: The 2004 tsunami led to the development of a reconstruction plan, which included provision for reimbursement to USAID for emergency relief assistance already expended and resources. [Source]; The U.S. Department of Health and Human Services has an Office of Public Health Emergency Preparedness, which plays a crucial role in responding to regional disasters. [Source]; The U.S. Centers for Disease Control provides data on emergency medical response to disasters, which is used to inform response strategies. [Source]; The U.S. government has official websites, such as Regulations.gov, that provide information on disaster response and management. [Source] 2005-06-13: In 2004, more than 60 major disasters, including floods, hurricanes, earthquakes, tornadoes, and wildfires, struck the United States. [Source: www.sdr.gov] 2005-06-06: The United States government has official websites providing information on disaster preparedness and response, such as the National Center for Biotechnology Information (NCBI) and the Mississippi State Department of Health. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to disasters and complex emergencies, such as in Sudan. [Source]; Emergency management agencies, such as the New York State Police and the Nashville District, U.S. Army Corps of Engineers, play a crucial role in responding to disasters and emergencies. [Source] 2005-05-30: The United States government has various agencies and organizations responsible for disaster and emergency response, including the Federal Emergency Management Agency (FEMA), state emergency management agencies, and the National Guard. [Source: www.fema.gov, www.nationalguard.mil]; There are training programs and resources available for disaster preparedness and response, such as the Community Emergency Response Team (CERT) Training and the International Association of Emergency Managers (IAEM). [Source: www.palmspringsca.gov, www.iaem.org];']"}
-{"batch_x": [207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0], "batch_y": [586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2005-07-25: The National Council on Disability (NCD) reported in 2005 that people with disabilities are often excluded from emergency planning, which can lead to higher mortality rates during disasters. [Source]; The ASEAN Agreement on Disaster Management and Emergency Response was signed in 2005 by 10 member states, including Brunei, Cambodia, and Indonesia, to enhance regional cooperation in disaster management. [Source]; The United States government has official websites and agencies, such as FEMA and the Department of Homeland Security, that provide information and resources for emergency preparedness and response. [Source] 2005-07-18: The Federal Emergency Management Agency (FEMA) has a National Flood Insurance Program to assess and mitigate flood damage. [Source: nfipservices.floodsmart.gov]; The United States Government Printing Office provides resources for emergency plans and disaster supply kits, and works with emergency managers to speed disaster response. [Source: pubs.usgs.gov]; The U.S. Agency for International Development provides humanitarian assistance for foreign disasters. [Source: response.reliefweb.int] 2005-07-11: The United States government has various programs and initiatives in place to prepare for and respond to emergencies and disasters, including bioterrorism, natural disasters, and public health emergencies. [Source] 2005-07-04: The U.S. Department of Homeland Security's Federal Emergency Management Agency (FEMA) has categorized tables to comply with NIMS category list. [Source: www.fema.gov]; The American College of Emergency Physicians (ACEP) states that many emergency physicians in the United States have experience treating patients with explosion-related injuries. [Source: www.acep.org]; The U.S. Agency for International Development (USAID) has an Office of U.S. Foreign Disaster Assistance (OFDA) that provides aid in disaster situations. [Source: response.reliefweb.int];\"\n \"Available facts are as follows: 2005-07-25: The National Council on Disability (NCD) reported in 2005 that people with disabilities are often excluded from emergency planning, which can lead to higher mortality rates during disasters. [Source]; The ASEAN Agreement on Disaster Management and Emergency Response was signed in 2005 by 10 member states, including Brunei, Cambodia, and Indonesia, to enhance regional cooperation in disaster management. [Source]; The United States government has official websites and agencies, such as FEMA and the Department of Homeland Security, that provide information and resources for emergency preparedness and response. [Source] 2005-07-18: The Federal Emergency Management Agency (FEMA) has a National Flood Insurance Program to assess and mitigate flood damage. [Source: nfipservices.floodsmart.gov]; The United States Government Printing Office provides resources for emergency plans and disaster supply kits, and works with emergency managers to speed disaster response. [Source: pubs.usgs.gov]; The U.S. Agency for International Development provides humanitarian assistance for foreign disasters. [Source: response.reliefweb.int] 2005-07-11: The United States government has various programs and initiatives in place to prepare for and respond to emergencies and disasters, including bioterrorism, natural disasters, and public health emergencies. [Source] 2005-07-04: The U.S. Department of Homeland Security's Federal Emergency Management Agency (FEMA) has categorized tables to comply with NIMS category list. [Source: www.fema.gov]; The American College of Emergency Physicians (ACEP) states that many emergency physicians in the United States have experience treating patients with explosion-related injuries. [Source: www.acep.org]; The U.S. Agency for International Development (USAID) has an Office of U.S. Foreign Disaster Assistance (OFDA) that provides aid in disaster situations. [Source: response.reliefweb.int];\"]"}
-{"batch_x": [240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0], "batch_y": [1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2005-08-22: The National Incident Management System (NIMS) was adopted by the U.S. Department of Homeland Security for use by all state and federal agencies. [Source]; Hurricane Katrina was one of the most devastating storms in U.S. history, affecting 92,000 square miles and leaving over 1,800 dead. [Source]; The Emergency Medical Treatment and Active Labor Act (EMTALA) is a law related to emergency care and disaster preparedness. [Source] 2005-08-15: The Federal Emergency Management Agency (FEMA) is responsible for disaster relief and emergency assistance in the United States. [Source] 2005-08-08: The United States has a comprehensive emergency response plan in place, which includes the Emergency Support Function (ESF); The federal government has designated funds for crisis and emergency assistance activities in response to natural disasters, and states have their own emergency management plans and protocols in place. [Source: www.acf.hhs.gov, www.leg.state.fl.us] 2005-08-01: The Robert T. Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C.) is a federal law that provides assistance to individuals affected by disasters. [Source]; The US Army Corps of Engineers has developed alternative dispute resolution procedures for conflict resolution. [Source]; Disaster and Emergency Preparedness is a core competency for nurses in the United States. [Source]; Humanitarian Assistance/Disaster Relief (HA/DR) Operations Planning involves re-deploying U.S. military assets or cancelling emergency deployments as the host nation and civilian agencies gain control. [Source]; Amma.org provides disaster relief services and emphasizes the importance of prayer for peaceful living. [Source];'\n 'Available facts are as follows: 2005-08-22: The National Incident Management System (NIMS) was adopted by the U.S. Department of Homeland Security for use by all state and federal agencies. [Source]; Hurricane Katrina was one of the most devastating storms in U.S. history, affecting 92,000 square miles and leaving over 1,800 dead. [Source]; The Emergency Medical Treatment and Active Labor Act (EMTALA) is a law related to emergency care and disaster preparedness. [Source] 2005-08-15: The Federal Emergency Management Agency (FEMA) is responsible for disaster relief and emergency assistance in the United States. [Source] 2005-08-08: The United States has a comprehensive emergency response plan in place, which includes the Emergency Support Function (ESF); The federal government has designated funds for crisis and emergency assistance activities in response to natural disasters, and states have their own emergency management plans and protocols in place. [Source: www.acf.hhs.gov, www.leg.state.fl.us] 2005-08-01: The Robert T. Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C.) is a federal law that provides assistance to individuals affected by disasters. [Source]; The US Army Corps of Engineers has developed alternative dispute resolution procedures for conflict resolution. [Source]; Disaster and Emergency Preparedness is a core competency for nurses in the United States. [Source]; Humanitarian Assistance/Disaster Relief (HA/DR) Operations Planning involves re-deploying U.S. military assets or cancelling emergency deployments as the host nation and civilian agencies gain control. [Source]; Amma.org provides disaster relief services and emphasizes the importance of prayer for peaceful living. [Source];']"}
-{"batch_x": [324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0], "batch_y": [914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306]], "batch_text": "['Available facts are as follows: 2005-09-19: The Emergency Management Assistance Compact (EMAC) is a system for state emergency management agencies and resource providers to prepare for disasters [Source: www.emacweb.org].; The National Disaster Recovery Fund for Archives provides assistance to states, District of Columbia, and territories of the United States for disaster recovery [Source: www2.archivists.org].; The Federal Emergency Management Agency (FEMA) provides guidance on cashing and accepting for deposit disaster assistance checks and government benefit checks [Source: www.federalregister.gov].; The Centers for Disease Control and Prevention (CDC) provides guidance on safe use of tanker water for dialysis during natural disasters [Source: www.cdc.gov].; The Federal Deposit Insurance Corporation (FDIC) works with state, territory, and federal banking agencies to determine the status of financial institutions after a disaster [Source: www.fdic.gov].; The Katrina Emergency Tax Relief Act of 2005 provides emergency tax relief for persons affected by Hurricane Katrina [Source: www.congress.gov].; Amateur Radio Emergency Service (ARES) provides support in the event of an emergency or disaster [Source: www.arrl.org].; The Federal Food Assistance in Disasters program provides assistance through EBT cards and emergency/disaster assistance [Source: www.everycrsreport.com]. 2005-09-12: The U.S. Department of Homeland Security is responsible for safeguarding the American people, homeland, and values. [Source: www.dhs.gov]; The Federal Emergency Management Agency (FEMA) provides disaster assistance to states and requires emergency repairs to be done within 180 days of the disaster. [Source: www.fema.gov]; The U.S. Army Corps of Engineers has emergency operations and disaster impact models to respond to disasters. [Source: www.usace.army.mil]; The FBI has a proposal to support emergency workers during natural disasters and emergencies. [Source: www.fbi.gov]; The United Nations has a Disaster Relief Coordinator to respond to complex emergencies. [Source: www.un.org] 2005-09-05: The Governor of the State of California is authorized to proclaim a State of Emergency, which is the first step in accessing state/federal disaster relief programs. [Source: ceo.lacounty.gov]; Hurricane Katrina was the most destructive natural disaster in U.S. history. [Source: georgewbush-whitehouse.archives.gov]; The Americans with Disabilities Act (ADA) of 1990 can impact emergency preparedness plans. [Source: www.dol.gov] 2005-08-29: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management, and its funding is critical in responding to emergencies. [Source: georgewbush-whitehouse.archives.gov]In 2005, only 77% of U.S. colleges had a disaster recovery plan, and only 60% of these addressed computer networks. [Source: ojdla.com]The President of the United States has the power to declare a major disaster, which is a critical step in mobilizing resources for disaster response. [Source: www.msema.org];'\n 'Available facts are as follows: 2005-09-19: The Emergency Management Assistance Compact (EMAC) is a system for state emergency management agencies and resource providers to prepare for disasters [Source: www.emacweb.org].; The National Disaster Recovery Fund for Archives provides assistance to states, District of Columbia, and territories of the United States for disaster recovery [Source: www2.archivists.org].; The Federal Emergency Management Agency (FEMA) provides guidance on cashing and accepting for deposit disaster assistance checks and government benefit checks [Source: www.federalregister.gov].; The Centers for Disease Control and Prevention (CDC) provides guidance on safe use of tanker water for dialysis during natural disasters [Source: www.cdc.gov].; The Federal Deposit Insurance Corporation (FDIC) works with state, territory, and federal banking agencies to determine the status of financial institutions after a disaster [Source: www.fdic.gov].; The Katrina Emergency Tax Relief Act of 2005 provides emergency tax relief for persons affected by Hurricane Katrina [Source: www.congress.gov].; Amateur Radio Emergency Service (ARES) provides support in the event of an emergency or disaster [Source: www.arrl.org].; The Federal Food Assistance in Disasters program provides assistance through EBT cards and emergency/disaster assistance [Source: www.everycrsreport.com]. 2005-09-12: The U.S. Department of Homeland Security is responsible for safeguarding the American people, homeland, and values. [Source: www.dhs.gov]; The Federal Emergency Management Agency (FEMA) provides disaster assistance to states and requires emergency repairs to be done within 180 days of the disaster. [Source: www.fema.gov]; The U.S. Army Corps of Engineers has emergency operations and disaster impact models to respond to disasters. [Source: www.usace.army.mil]; The FBI has a proposal to support emergency workers during natural disasters and emergencies. [Source: www.fbi.gov]; The United Nations has a Disaster Relief Coordinator to respond to complex emergencies. [Source: www.un.org] 2005-09-05: The Governor of the State of California is authorized to proclaim a State of Emergency, which is the first step in accessing state/federal disaster relief programs. [Source: ceo.lacounty.gov]; Hurricane Katrina was the most destructive natural disaster in U.S. history. [Source: georgewbush-whitehouse.archives.gov]; The Americans with Disabilities Act (ADA) of 1990 can impact emergency preparedness plans. [Source: www.dol.gov] 2005-08-29: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management, and its funding is critical in responding to emergencies. [Source: georgewbush-whitehouse.archives.gov]In 2005, only 77% of U.S. colleges had a disaster recovery plan, and only 60% of these addressed computer networks. [Source: ojdla.com]The President of the United States has the power to declare a major disaster, which is a critical step in mobilizing resources for disaster response. [Source: www.msema.org];']"}
-{"batch_x": [357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0], "batch_y": [583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2005-10-24: Hurricane Katrina was a historic disaster that occurred in 2005, with FEMA playing a key role in emergency response and disaster relief. [Source: www.fema.gov]; The Revolving Natural Disasters Fund (FONDEN) was activated for immediate relief of affected populations in emergency situations. [Source: reliefweb.int]; The Stafford Natural Disaster Act is a federal law that guides emergency response type solicitations. [Source: www.acquisition.gov] 2005-10-17: The United States government has taken steps to prepare for and respond to disasters, including hurricanes, through federal agencies such as the Federal Highway Administration (FHWA) and the Federal Emergency Management Agency (FEMA). [Source]; In 2005, the US government passed laws to provide community disaster loans and support to Federal, State, and local agencies in response to disasters. [Source] 2005-10-10: The official national emergency number in the United States and Canada is 911. [Source: www.suffolkcountyny.gov]; The Federal Emergency Management Agency (FEMA) is responsible for disaster and emergency planning in the United States. [Source: www.warrenville.il.us]; The U.S. Department of Education provides resources for developing emergency preparedness plans for schools. [Source: www.fema.gov]; The U.S. Department of Homeland Security (DHS) is involved in disaster and emergency planning. [Source: www.warrenville.il.us] 2005-10-03: The United States has experienced significant disasters, including Hurricane Katrina, which led to a massive response from the federal government, including the Department of Transportation and the Department of the Interior. [Source: www.transportation.gov, www.doi.gov];'\n 'Available facts are as follows: 2005-10-24: Hurricane Katrina was a historic disaster that occurred in 2005, with FEMA playing a key role in emergency response and disaster relief. [Source: www.fema.gov]; The Revolving Natural Disasters Fund (FONDEN) was activated for immediate relief of affected populations in emergency situations. [Source: reliefweb.int]; The Stafford Natural Disaster Act is a federal law that guides emergency response type solicitations. [Source: www.acquisition.gov] 2005-10-17: The United States government has taken steps to prepare for and respond to disasters, including hurricanes, through federal agencies such as the Federal Highway Administration (FHWA) and the Federal Emergency Management Agency (FEMA). [Source]; In 2005, the US government passed laws to provide community disaster loans and support to Federal, State, and local agencies in response to disasters. [Source] 2005-10-10: The official national emergency number in the United States and Canada is 911. [Source: www.suffolkcountyny.gov]; The Federal Emergency Management Agency (FEMA) is responsible for disaster and emergency planning in the United States. [Source: www.warrenville.il.us]; The U.S. Department of Education provides resources for developing emergency preparedness plans for schools. [Source: www.fema.gov]; The U.S. Department of Homeland Security (DHS) is involved in disaster and emergency planning. [Source: www.warrenville.il.us] 2005-10-03: The United States has experienced significant disasters, including Hurricane Katrina, which led to a massive response from the federal government, including the Department of Transportation and the Department of the Interior. [Source: www.transportation.gov, www.doi.gov];']"}
-{"batch_x": [315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0], "batch_y": [704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653]], "batch_text": "[\"Available facts are as follows: 2005-11-21: The United States government has declared major disasters for areas impacted by Hurricane Katrina in Louisiana, Mississippi, Florida, and Alabama. [Source: reliefweb.int] 2005-11-14: The United States has various emergency management plans and regulations in place, including the National Incident Management System (NIMS) and disaster and emergency powers compendium for all states. [Source: www.oig.dhs.gov, www.sos.mo.gov]; Nursing schools in the United States have emergency preparedness curricula, which cover topics such as disaster management and emergency powers. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) offers independent study courses on emergency management, including hazardous materials and disaster assistance. [Source: training.fema.gov]; The United States has guidelines and materials for court emergency preparedness, developed by state Supreme Courts and/or State Administrative Offices of the Courts. [Source: www.tmcec.com] 2005-11-07: The United States has experienced severe heatwaves, such as the Heatwave of July 1936, which brought record-high temperatures to the Plains, Upper Midwest, and Great Lakes regions. [Source: www.weather.gov]; The Federal Emergency Management Agency (FEMA) provides resources and assistance during disasters, including search and rescue capabilities. [Source: www.fema.gov]; The Centers for Disease Control and Prevention (CDC) provide guidance on preparing a home water supply and maintaining hygiene during emergency situations, including natural disasters. [Source: www.cdc.gov] 2005-10-31: The deadliest tornado in the United States since 1999 occurred in Evansville on November 6, 2005, and was the worst disaster Indiana had endured in over thirty years. [Source]; The Pasadena Local Emergency Alert System (P.L.E.A.S.) is a system used to respond to large-scale disasters. [Source]; The U.S. Department of Agriculture's Forest Service and other emergency management organizations provide Incident Command System (ICS) hardcopy materials. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance in times of disaster or emergency. [Source]; The Emergency Operations Center (EOC) in Yukon, OK is organized according to the guidelines of the U.S. Department of Homeland Security. [Source];\"\n \"Available facts are as follows: 2005-11-21: The United States government has declared major disasters for areas impacted by Hurricane Katrina in Louisiana, Mississippi, Florida, and Alabama. [Source: reliefweb.int] 2005-11-14: The United States has various emergency management plans and regulations in place, including the National Incident Management System (NIMS) and disaster and emergency powers compendium for all states. [Source: www.oig.dhs.gov, www.sos.mo.gov]; Nursing schools in the United States have emergency preparedness curricula, which cover topics such as disaster management and emergency powers. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) offers independent study courses on emergency management, including hazardous materials and disaster assistance. [Source: training.fema.gov]; The United States has guidelines and materials for court emergency preparedness, developed by state Supreme Courts and/or State Administrative Offices of the Courts. [Source: www.tmcec.com] 2005-11-07: The United States has experienced severe heatwaves, such as the Heatwave of July 1936, which brought record-high temperatures to the Plains, Upper Midwest, and Great Lakes regions. [Source: www.weather.gov]; The Federal Emergency Management Agency (FEMA) provides resources and assistance during disasters, including search and rescue capabilities. [Source: www.fema.gov]; The Centers for Disease Control and Prevention (CDC) provide guidance on preparing a home water supply and maintaining hygiene during emergency situations, including natural disasters. [Source: www.cdc.gov] 2005-10-31: The deadliest tornado in the United States since 1999 occurred in Evansville on November 6, 2005, and was the worst disaster Indiana had endured in over thirty years. [Source]; The Pasadena Local Emergency Alert System (P.L.E.A.S.) is a system used to respond to large-scale disasters. [Source]; The U.S. Department of Agriculture's Forest Service and other emergency management organizations provide Incident Command System (ICS) hardcopy materials. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance in times of disaster or emergency. [Source]; The Emergency Operations Center (EOC) in Yukon, OK is organized according to the guidelines of the U.S. Department of Homeland Security. [Source];\"]"}
-{"batch_x": [344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0], "batch_y": [612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2005-12-26: Floods are the most common and most destructive natural disaster in the United States. [Source: agents.floodsmart.gov]; The United States has more tornadoes than any other country in the world. [Source: www.fleetofangels.org] 2005-12-19: Objective facts about the Climate and Disaster situation:The United States engages in international efforts on tsunami and disaster response, and has national and local emergency management systems in place. [Source: nws.weather.gov]Various government agencies and organizations provide resources and guidelines for disaster preparedness, response, and management, including the National Weather Service, local sheriff's offices, and emergency services departments. [Source: www.co.kittitas.wa.us, emergencyservices.honolulu.gov] 2005-12-12: The Emergency Nurses Association is dedicated to defining the future of emergency nursing. [Source: www.ena.org]; The state of Washington has rules for periodic general inspection and emergency rules during a pandemic, natural disaster, or other declared state of emergency. [Source: app.leg.wa.gov]; Hamilton County's Emergency Management Agency recognizes that every disaster scenario is unique and requires a dynamic process. [Source: www.hamiltoncountyohio.gov]; The United States has experienced bombing incidents, and disaster planning and emergency medical services are essential. [Source: pubmed.ncbi.nlm.nih.gov]; Disaster and emergency communications have evolved over time, from optical telegraphy to mobile and radio communications. [Source: www.ncbi.nlm.nih.gov]; Dawson County has a Community Wildfire Protection and Pre-Disaster Mitigation Plan to address hazards such as floods. [Source: dnrc.mt.gov]; Individuals and collaborative efforts played a crucial role in responding to Hurricanes Katrina and Rita. [Source: www.ncbi.nlm.nih.gov]; Wibaux County has a Community Wildfire Protection and Pre-Disaster Mitigation Plan to address hazards such as wildfires. [Source: dnrc.mt.gov]; Inspecting buildings after natural disasters is crucial, as shown by recent hurricanes in the United States and the earthquake in Pakistan. [Source: www.fs.usda.gov]; The Temple Emergency Action Corps (TEAC) was established to provide medical disaster relief in the United States and other American countries. [Source: teactemple.org] 2005-12-05: The United States experienced a major disaster in FEMA's 26-year history with Hurricane Katrina, which led to Presidential emergency declarations in 44 states and the District of Columbia. [Source]; The effects of disasters like Hurricane Katrina and the 9/11 terrorist attacks affect economic activity and are reflected in GDP and related income measures. [Source]; The National Disaster Medical System has declined, with the Secretary reporting directly to the Secretary of HHS. [Source];\"\n \"Available facts are as follows: 2005-12-26: Floods are the most common and most destructive natural disaster in the United States. [Source: agents.floodsmart.gov]; The United States has more tornadoes than any other country in the world. [Source: www.fleetofangels.org] 2005-12-19: Objective facts about the Climate and Disaster situation:The United States engages in international efforts on tsunami and disaster response, and has national and local emergency management systems in place. [Source: nws.weather.gov]Various government agencies and organizations provide resources and guidelines for disaster preparedness, response, and management, including the National Weather Service, local sheriff's offices, and emergency services departments. [Source: www.co.kittitas.wa.us, emergencyservices.honolulu.gov] 2005-12-12: The Emergency Nurses Association is dedicated to defining the future of emergency nursing. [Source: www.ena.org]; The state of Washington has rules for periodic general inspection and emergency rules during a pandemic, natural disaster, or other declared state of emergency. [Source: app.leg.wa.gov]; Hamilton County's Emergency Management Agency recognizes that every disaster scenario is unique and requires a dynamic process. [Source: www.hamiltoncountyohio.gov]; The United States has experienced bombing incidents, and disaster planning and emergency medical services are essential. [Source: pubmed.ncbi.nlm.nih.gov]; Disaster and emergency communications have evolved over time, from optical telegraphy to mobile and radio communications. [Source: www.ncbi.nlm.nih.gov]; Dawson County has a Community Wildfire Protection and Pre-Disaster Mitigation Plan to address hazards such as floods. [Source: dnrc.mt.gov]; Individuals and collaborative efforts played a crucial role in responding to Hurricanes Katrina and Rita. [Source: www.ncbi.nlm.nih.gov]; Wibaux County has a Community Wildfire Protection and Pre-Disaster Mitigation Plan to address hazards such as wildfires. [Source: dnrc.mt.gov]; Inspecting buildings after natural disasters is crucial, as shown by recent hurricanes in the United States and the earthquake in Pakistan. [Source: www.fs.usda.gov]; The Temple Emergency Action Corps (TEAC) was established to provide medical disaster relief in the United States and other American countries. [Source: teactemple.org] 2005-12-05: The United States experienced a major disaster in FEMA's 26-year history with Hurricane Katrina, which led to Presidential emergency declarations in 44 states and the District of Columbia. [Source]; The effects of disasters like Hurricane Katrina and the 9/11 terrorist attacks affect economic activity and are reflected in GDP and related income measures. [Source]; The National Disaster Medical System has declined, with the Secretary reporting directly to the Secretary of HHS. [Source];\"]"}
-{"batch_x": [267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0], "batch_y": [526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2006-01-23: The United States has experienced various disasters, including Hurricane Katrina, which was a social and public health disaster that highlighted the underlying vulnerability of the affected communities. [Source: www.ncbi.nlm.nih.gov]; The Disaster Relief and Emergency Assistance Act is a federal regulation that provides assistance to individuals and communities affected by disasters. [Source: www.ssa.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster preparedness. [Source: training.fema.gov] 2006-01-16: The United States Congress has investigated the federal response to Hurricane Katrina, highlighting the need for improved disaster relief and emergency preparedness. [Source]; Each commercial nuclear power reactor in the US has onsite and offsite emergency plans to protect against disasters. [Source]; The National Institute of Justice has assessed the preparedness of large retail malls to prevent and respond to disasters, emphasizing the need for coordination and rehearsal. [Source]; The Louisiana State Government has proposed a Master Action Plan to address disaster recovery, including federal disaster declarations and emergency management. [Source]; Emergency preparedness has become a priority in the US, with a focus on home healthcare nurses and community response teams. [Source] 2006-01-09: The United States has a joint contingency plan with Mexico for disaster preparedness and response, which includes an all-hazards plan and coordination with Local Emergency Planning Committees (LEPCs) [Source: archive.epa.gov].; The Social Security Act has provisions for emergency areas and allows for certain actions to be taken in response to disasters [Source: www.ssa.gov].; The Agency for Toxic Substances and Disease Registry emphasizes the importance of evidence-based disaster planning [Source: pubmed.ncbi.nlm.nih.gov].; The US Department of Agriculture provides emergency loans to farmers affected by natural disasters [Source: www.nj.gov].; The Wireless Information System for Emergency Responders (WISER) provides critical information to emergency responders during disasters [Source: www.ncbi.nlm.nih.gov].; Emergency management in the United States involves coordination between federal, state, and local governments, with over two-thirds of state budgets allocated for disaster management [Source: www.jstor.org]. 2006-01-02: The United States has experienced a broad spectrum of large-scale disasters, and examination of responses to these disasters has revealed problems in emergency response capabilities. [Source: www.jstor.org, dspace.mit.edu]; There are important deficiencies in school emergency/disaster planning in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) has provided disaster recovery funds to states impacted by hurricanes. [Source: www.everycrsreport.com]; The Centers for Disease Control and Prevention (CDC) has deployed professionals into disaster zones to respond to emergencies. [Source: www.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2006-01-23: The United States has experienced various disasters, including Hurricane Katrina, which was a social and public health disaster that highlighted the underlying vulnerability of the affected communities. [Source: www.ncbi.nlm.nih.gov]; The Disaster Relief and Emergency Assistance Act is a federal regulation that provides assistance to individuals and communities affected by disasters. [Source: www.ssa.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster preparedness. [Source: training.fema.gov] 2006-01-16: The United States Congress has investigated the federal response to Hurricane Katrina, highlighting the need for improved disaster relief and emergency preparedness. [Source]; Each commercial nuclear power reactor in the US has onsite and offsite emergency plans to protect against disasters. [Source]; The National Institute of Justice has assessed the preparedness of large retail malls to prevent and respond to disasters, emphasizing the need for coordination and rehearsal. [Source]; The Louisiana State Government has proposed a Master Action Plan to address disaster recovery, including federal disaster declarations and emergency management. [Source]; Emergency preparedness has become a priority in the US, with a focus on home healthcare nurses and community response teams. [Source] 2006-01-09: The United States has a joint contingency plan with Mexico for disaster preparedness and response, which includes an all-hazards plan and coordination with Local Emergency Planning Committees (LEPCs) [Source: archive.epa.gov].; The Social Security Act has provisions for emergency areas and allows for certain actions to be taken in response to disasters [Source: www.ssa.gov].; The Agency for Toxic Substances and Disease Registry emphasizes the importance of evidence-based disaster planning [Source: pubmed.ncbi.nlm.nih.gov].; The US Department of Agriculture provides emergency loans to farmers affected by natural disasters [Source: www.nj.gov].; The Wireless Information System for Emergency Responders (WISER) provides critical information to emergency responders during disasters [Source: www.ncbi.nlm.nih.gov].; Emergency management in the United States involves coordination between federal, state, and local governments, with over two-thirds of state budgets allocated for disaster management [Source: www.jstor.org]. 2006-01-02: The United States has experienced a broad spectrum of large-scale disasters, and examination of responses to these disasters has revealed problems in emergency response capabilities. [Source: www.jstor.org, dspace.mit.edu]; There are important deficiencies in school emergency/disaster planning in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) has provided disaster recovery funds to states impacted by hurricanes. [Source: www.everycrsreport.com]; The Centers for Disease Control and Prevention (CDC) has deployed professionals into disaster zones to respond to emergencies. [Source: www.ncbi.nlm.nih.gov];']"}
-{"batch_x": [297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0], "batch_y": [1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2006-02-20: The United States has a National Response Plan to coordinate federal responses to disasters and emergencies. [Source]; The Federal government provides funds to states for disaster preparations and response. [Source]; State and local governments have their own emergency management offices and plans to prepare for and respond to disasters. [Source] 2006-02-13: Most emergencies and disasters do not receive Federal disaster declarations in the United States. [Source: training.fema.gov]; A natural disaster in the United States, or a major disaster or emergency designated by the President under the Robert T. Stafford Disaster Relief and Emergency Assistance Act, can trigger certain federal programs and assistance. [Source: www.fsa.usda.gov]; Before an individual can be determined eligible for Disaster Unemployment Assistance, it must be declared by the President of the United States. [Source: www.acf.hhs.gov]; The Stafford Disaster Relief and Emergency Assistance Act provides authorities for emergency waivers of EPA regulations in the United States, including wetlands. [Source: www.everycrsreport.com] 2006-02-06: The Federal Emergency Management Agency (FEMA) designates counties or parishes for disaster assistance for individuals and households. [Source]; The Division of Emergency Management provides Basic Community Emergency Response Team (CERT) training, a national training program in the United States. [Source]; The President of the United States has available certain powers that may be exercised in the event of a crisis, exigency, or emergency. [Source]; The Occupant Emergency Program (OEP) manages the Departmental Emergency Operations Center (EOC) and prepares for emergencies and disasters. [Source] 2006-01-30: The United States faces challenges in dealing with terrorism, natural disasters, and public health emergencies. [Source: pubmed.ncbi.nlm.nih.gov]; Hurricane Rita was one of the strongest storms, and the Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) was used for disaster declaration and Federal assistance. [Source: www.fema.gov];'\n 'Available facts are as follows: 2006-02-20: The United States has a National Response Plan to coordinate federal responses to disasters and emergencies. [Source]; The Federal government provides funds to states for disaster preparations and response. [Source]; State and local governments have their own emergency management offices and plans to prepare for and respond to disasters. [Source] 2006-02-13: Most emergencies and disasters do not receive Federal disaster declarations in the United States. [Source: training.fema.gov]; A natural disaster in the United States, or a major disaster or emergency designated by the President under the Robert T. Stafford Disaster Relief and Emergency Assistance Act, can trigger certain federal programs and assistance. [Source: www.fsa.usda.gov]; Before an individual can be determined eligible for Disaster Unemployment Assistance, it must be declared by the President of the United States. [Source: www.acf.hhs.gov]; The Stafford Disaster Relief and Emergency Assistance Act provides authorities for emergency waivers of EPA regulations in the United States, including wetlands. [Source: www.everycrsreport.com] 2006-02-06: The Federal Emergency Management Agency (FEMA) designates counties or parishes for disaster assistance for individuals and households. [Source]; The Division of Emergency Management provides Basic Community Emergency Response Team (CERT) training, a national training program in the United States. [Source]; The President of the United States has available certain powers that may be exercised in the event of a crisis, exigency, or emergency. [Source]; The Occupant Emergency Program (OEP) manages the Departmental Emergency Operations Center (EOC) and prepares for emergencies and disasters. [Source] 2006-01-30: The United States faces challenges in dealing with terrorism, natural disasters, and public health emergencies. [Source: pubmed.ncbi.nlm.nih.gov]; Hurricane Rita was one of the strongest storms, and the Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) was used for disaster declaration and Federal assistance. [Source: www.fema.gov];']"}
-{"batch_x": [586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0], "batch_y": [1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2006-03-20: The EMS Compact has been enacted by legislation in 21 states to protect the public and enhance the Emergency Medical Services system in the United States. [Source]; The Federal Emergency Management Agency (FEMA) and other U.S. agencies respond to incidents that exceed the capacity of state and local actors. [Source]; The Governor's Division of Emergency Management in Texas ensures the safe and efficient evacuation of Texans with special needs in the event of a disaster. [Source]; The United States has a system of federal and state disaster assistance, with state and local emergency managers playing a key role. [Source] 2006-03-13: Floods are the most common and widespread of all natural disasters, and most communities in the United States experience flooding. [Source: www.fema.gov] 2006-03-06: The Stafford Act provides major disaster and emergency assistance to states, and related to Stafford Act disasters and emergencies, and other [Source: www.gao.gov]; The Federal Emergency Management Agency (FEMA) provides disaster assistance, including disaster unemployment benefits [Source: www.justice.gov]; The National Flood Insurance Program is a program that states can participate in to mitigate flood disasters [Source: www.illinois.gov] 2006-02-27: The United States government has official websites and programs dedicated to disaster assistance, such as the Federal Emergency Management Agency (FEMA) and the American Red Cross. [Source];\"\n \"Available facts are as follows: 2006-03-20: The EMS Compact has been enacted by legislation in 21 states to protect the public and enhance the Emergency Medical Services system in the United States. [Source]; The Federal Emergency Management Agency (FEMA) and other U.S. agencies respond to incidents that exceed the capacity of state and local actors. [Source]; The Governor's Division of Emergency Management in Texas ensures the safe and efficient evacuation of Texans with special needs in the event of a disaster. [Source]; The United States has a system of federal and state disaster assistance, with state and local emergency managers playing a key role. [Source] 2006-03-13: Floods are the most common and widespread of all natural disasters, and most communities in the United States experience flooding. [Source: www.fema.gov] 2006-03-06: The Stafford Act provides major disaster and emergency assistance to states, and related to Stafford Act disasters and emergencies, and other [Source: www.gao.gov]; The Federal Emergency Management Agency (FEMA) provides disaster assistance, including disaster unemployment benefits [Source: www.justice.gov]; The National Flood Insurance Program is a program that states can participate in to mitigate flood disasters [Source: www.illinois.gov] 2006-02-27: The United States government has official websites and programs dedicated to disaster assistance, such as the Federal Emergency Management Agency (FEMA) and the American Red Cross. [Source];\"]"}
-{"batch_x": [1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0], "batch_y": [1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2006-04-24: The United States has a system in place to respond to disasters, with FEMA playing a key role in supporting state and local response and recovery operations. [Source: www.fema.gov]; The federal government can declare a major disaster or emergency in advance to support state and local response efforts. [Source: www.disastersrus.org] 2006-04-17: Objective facts about the Climate and Disaster situation:The Robert T. Stafford Disaster Relief and Emergency Assistance Act clarifies the preference for local firms in the award of certain contracts for disaster relief efforts. [Source: www.congress.gov]Hurricane Katrina was one of the most devastating natural disasters in United States history. [Source: www.disastersrus.org] 2006-04-10: The United States has a National Disaster Medical System (NDMS), a nation-wide mutual aid network consisting of multiple agencies [Source: ahca.myflorida.com].; The country also has a National Emergency Response Team (ERT-N) and a National Incident Management System (NIMS) for interagency coordination and emergency management [Source: pubmed.ncbi.nlm.nih.gov].; The Department of Homeland Security (DHS) plays a key role in emergency management in the United States [Source: bergen.edu]. 2006-04-03: The Federal Emergency Management Agency (FEMA) in the US Department of Homeland Security sponsors National Preparedness Month every September. [Source]; The US Department of Homeland Security provides resources for disaster preparedness and recovery, including flood hazard mapping and disaster assistance management systems. [Source];'\n 'Available facts are as follows: 2006-04-24: The United States has a system in place to respond to disasters, with FEMA playing a key role in supporting state and local response and recovery operations. [Source: www.fema.gov]; The federal government can declare a major disaster or emergency in advance to support state and local response efforts. [Source: www.disastersrus.org] 2006-04-17: Objective facts about the Climate and Disaster situation:The Robert T. Stafford Disaster Relief and Emergency Assistance Act clarifies the preference for local firms in the award of certain contracts for disaster relief efforts. [Source: www.congress.gov]Hurricane Katrina was one of the most devastating natural disasters in United States history. [Source: www.disastersrus.org] 2006-04-10: The United States has a National Disaster Medical System (NDMS), a nation-wide mutual aid network consisting of multiple agencies [Source: ahca.myflorida.com].; The country also has a National Emergency Response Team (ERT-N) and a National Incident Management System (NIMS) for interagency coordination and emergency management [Source: pubmed.ncbi.nlm.nih.gov].; The Department of Homeland Security (DHS) plays a key role in emergency management in the United States [Source: bergen.edu]. 2006-04-03: The Federal Emergency Management Agency (FEMA) in the US Department of Homeland Security sponsors National Preparedness Month every September. [Source]; The US Department of Homeland Security provides resources for disaster preparedness and recovery, including flood hazard mapping and disaster assistance management systems. [Source];']"}
-{"batch_x": [914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0], "batch_y": [1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2006-05-22: The United States has a history of declaring states of emergency and public health emergencies in response to disasters, such as Governor Murphy\\'s declaration on March 9, 2020. [Source: www.nj.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency preparedness and response to terrorist attacks, major disasters, and other emergencies. [Source: training.fema.gov]; According to the United Nations International Strategy for Disaster Reduction, 2005 saw an 18% rise in natural disasters. [Source: apps.who.int] 2006-05-15: Objective facts about the Climate and Disaster situation:The United States has a \"bottom-up\" system of emergency response, where local authorities are initially responsible for disaster response. [Source: www.hks.harvard.edu]Since 1973, FEMA has declared major disasters or emergencies, with 13 disaster declarations and 6 emergency declarations in the Central NH Region. [Source: cnhrpc.org] 2006-05-08: The April 12-14 weather events in Broward County were declared a major disaster in the State of Florida. [Source: www.adrcbroward.org]; The U.S. military command, USNORTHCOM, is prepared to respond to disasters that exceed the capabilities of local, state, and federal authorities. [Source: www.northcom.mil]; The Office of Emergency Management in Baltimore City is responsible for emergency planning, partnerships, collaboration, and coordination to prepare for emergencies and disasters. [Source: emergency.baltimorecity.gov]; The American Hospital Association (AHA) has a disaster readiness agreement signed by 22 hospitals in the Twin Cities area, serving as a model for other metropolitan or regional disaster readiness agreements. [Source: www.aha.org]; FEMA\\'s ESF-9 provides support for emergency medical services during disasters, including activating the Emergency Support Team (EST) to respond to unmet needs. [Source: www.fema.gov]; The City of Corpus Christi\\'s Emergency Operations Center plays a critical role in disaster management and hurricane preparedness. [Source: www.cctexas.com]; United Way is involved in disaster relief efforts, focusing on health, education, and financial wellness for affected communities. [Source: www.norcalunitedway.org]; The Texas Health and Human Services department has an Emergency Services Program (ESP) leader and staff who respond to disasters, setting up offices in state locations or joint field offices in disaster areas. [Source: www.hhs.texas.gov] 2006-05-01: The Office of Emergency Management in San José aims to lessen the impact of potential disasters and emergencies. [Source: www.sanjoseca.gov]; Seismic hazards pose a serious threat throughout much of the United States. [Source: www.fema.gov]; The National Guard can be employed in the service of the United States during emergencies such as natural disasters or civil disturbances. [Source: www.nationalguard.mil]; The U.S. Department of Homeland Security has announced measures to strengthen the Federal Emergency Management Agency\\'s response to disasters. [Source: hazards.colorado.edu]; CARE provides disaster relief aid to the poorest communities in the world. [Source: www.care.org]; The Arizona Department of Health Services determines and declares emergencies, including those related to wildfires. [Source: www.azdhs.gov]; El Dorado County provides emergency medical services and has a system for subscribing to emergency alerts. [Source: www.edcgov.us]; The National Emergency Management Association provides information on state emergency management agencies. [Source: www.disastersrus.org]; The U.S. Department of the Interior coordinates emergency response activities, including interagency assistance and public safety on departmental lands. [Source: www.doi.gov]; Iowa State University Extension and Outreach provides resources for disaster recovery and emergency planning. [Source: www.extension.iastate.edu];'\n 'Available facts are as follows: 2006-05-22: The United States has a history of declaring states of emergency and public health emergencies in response to disasters, such as Governor Murphy\\'s declaration on March 9, 2020. [Source: www.nj.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency preparedness and response to terrorist attacks, major disasters, and other emergencies. [Source: training.fema.gov]; According to the United Nations International Strategy for Disaster Reduction, 2005 saw an 18% rise in natural disasters. [Source: apps.who.int] 2006-05-15: Objective facts about the Climate and Disaster situation:The United States has a \"bottom-up\" system of emergency response, where local authorities are initially responsible for disaster response. [Source: www.hks.harvard.edu]Since 1973, FEMA has declared major disasters or emergencies, with 13 disaster declarations and 6 emergency declarations in the Central NH Region. [Source: cnhrpc.org] 2006-05-08: The April 12-14 weather events in Broward County were declared a major disaster in the State of Florida. [Source: www.adrcbroward.org]; The U.S. military command, USNORTHCOM, is prepared to respond to disasters that exceed the capabilities of local, state, and federal authorities. [Source: www.northcom.mil]; The Office of Emergency Management in Baltimore City is responsible for emergency planning, partnerships, collaboration, and coordination to prepare for emergencies and disasters. [Source: emergency.baltimorecity.gov]; The American Hospital Association (AHA) has a disaster readiness agreement signed by 22 hospitals in the Twin Cities area, serving as a model for other metropolitan or regional disaster readiness agreements. [Source: www.aha.org]; FEMA\\'s ESF-9 provides support for emergency medical services during disasters, including activating the Emergency Support Team (EST) to respond to unmet needs. [Source: www.fema.gov]; The City of Corpus Christi\\'s Emergency Operations Center plays a critical role in disaster management and hurricane preparedness. [Source: www.cctexas.com]; United Way is involved in disaster relief efforts, focusing on health, education, and financial wellness for affected communities. [Source: www.norcalunitedway.org]; The Texas Health and Human Services department has an Emergency Services Program (ESP) leader and staff who respond to disasters, setting up offices in state locations or joint field offices in disaster areas. [Source: www.hhs.texas.gov] 2006-05-01: The Office of Emergency Management in San José aims to lessen the impact of potential disasters and emergencies. [Source: www.sanjoseca.gov]; Seismic hazards pose a serious threat throughout much of the United States. [Source: www.fema.gov]; The National Guard can be employed in the service of the United States during emergencies such as natural disasters or civil disturbances. [Source: www.nationalguard.mil]; The U.S. Department of Homeland Security has announced measures to strengthen the Federal Emergency Management Agency\\'s response to disasters. [Source: hazards.colorado.edu]; CARE provides disaster relief aid to the poorest communities in the world. [Source: www.care.org]; The Arizona Department of Health Services determines and declares emergencies, including those related to wildfires. [Source: www.azdhs.gov]; El Dorado County provides emergency medical services and has a system for subscribing to emergency alerts. [Source: www.edcgov.us]; The National Emergency Management Association provides information on state emergency management agencies. [Source: www.disastersrus.org]; The U.S. Department of the Interior coordinates emergency response activities, including interagency assistance and public safety on departmental lands. [Source: www.doi.gov]; Iowa State University Extension and Outreach provides resources for disaster recovery and emergency planning. [Source: www.extension.iastate.edu];']"}
-{"batch_x": [583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0], "batch_y": [447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2006-06-19: Objective facts about the Climate and Disaster situation:The United States experiences frequent floods, and social science hazards and disaster research has advanced in the country and internationally. [Source: nap.nationalacademies.org] 2006-06-12: The emergency management organization in a State government has responsibilities that include disaster preparedness and support for emergency and trauma care. [Source: training.fema.gov]; A national crisis in emergency care is brewing, and there is a need for disaster preparedness and support for emergency and trauma care in the United States. [Source: nap.nationalacademies.org]; The Federal Emergency Management Agency (FEMA) and the Department of Homeland Security (DHS) have responsibilities to improve disaster relief efforts. [Source: www.gao.gov] 2006-06-05: Hurricane Katrina became the deadliest U.S. hurricane since 1928 and likely the costliest natural disaster on record in the United States. [Source: www.cdc.gov]; There is a need to integrate hospitals into community emergency preparedness to deflect potential disaster and save lives. [Source: pubmed.ncbi.nlm.nih.gov] 2006-05-29: Flooding causes more deaths in the United States than any other thunderstorm-related hazard. [Source: nj.gov];'\n 'Available facts are as follows: 2006-06-19: Objective facts about the Climate and Disaster situation:The United States experiences frequent floods, and social science hazards and disaster research has advanced in the country and internationally. [Source: nap.nationalacademies.org] 2006-06-12: The emergency management organization in a State government has responsibilities that include disaster preparedness and support for emergency and trauma care. [Source: training.fema.gov]; A national crisis in emergency care is brewing, and there is a need for disaster preparedness and support for emergency and trauma care in the United States. [Source: nap.nationalacademies.org]; The Federal Emergency Management Agency (FEMA) and the Department of Homeland Security (DHS) have responsibilities to improve disaster relief efforts. [Source: www.gao.gov] 2006-06-05: Hurricane Katrina became the deadliest U.S. hurricane since 1928 and likely the costliest natural disaster on record in the United States. [Source: www.cdc.gov]; There is a need to integrate hospitals into community emergency preparedness to deflect potential disaster and save lives. [Source: pubmed.ncbi.nlm.nih.gov] 2006-05-29: Flooding causes more deaths in the United States than any other thunderstorm-related hazard. [Source: nj.gov];']"}
-{"batch_x": [704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0], "batch_y": [674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2006-07-24: The Caribbean Disaster Emergency Response Agency (CDERA) is responsible for disaster management in the Caribbean Community and Common Market (CARICOM). [Source: unfccc.int]; The U.S. Federal Emergency Management Agency (FEMA) is involved in disaster relief and management in the United States. [Source: www.iisd.org]; The New York City Area Consortium for Earthquake Loss Reduction is focused on improving disaster resiliency in the New York City area. [Source: www.nj.gov] 2006-07-17: Objective facts about the Climate and Disaster situation: The New Madrid Seismic Zone (NMSZ) has a predicted cost of damages from a 7.6 magnitude seismic event, estimated at $96 billion in 1991 by the Missouri State Emergency Management Agency (SEMA) and FEMA. [Source: dnr.mo.gov] 2006-07-10: Floods are the most common natural disaster in the United States, yet most homeowners' insurance does not cover flood damage. [Source: flood.nc.gov]; Disasters can be heavy snowfall, and emergencies and disasters take many forms in different regions of the US, such as hurricanes and flooding in the Gulf States. [Source: www.fffd.us, ufdcimages.uflib.ufl.edu] 2006-07-03: The Navy Family Accountability and Assessment System (NFAAS) is a system for tracking the status of Navy personnel and their families during emergencies and disasters. [Source: navyfamily.navy.mil]; The NYC Emergency Management department provides tips and information on how to be prepared for emergencies and disasters. [Source: www.nyc.gov]; The U.S. government has provisions for defense or recovery from certain events, including disaster assistance and response to emergencies or major disasters. [Source: www.acquisition.gov]; Propac USA is a comprehensive resource for disaster supplies, equipment, and emergency preparedness. [Source: propacusa.com]; The ITU (International Telecommunication Union) operates a system for public protection and disaster relief, including emergency response and disaster relief. [Source: www.itu.int]; The Volusia County Emergency Management department is located in Daytona Beach, FL, and is responsible for emergency operations and disaster response. [Source: www.volusia.org]; The 2005 earthquake in Pakistan led to a humanitarian response, including disaster management and emergency interventions. [Source: odihpn.org]; A systematic review of health status in ambulance services found that occupational fatalities in emergency medical services are a hidden crisis, and that disaster response is critical. [Source: www.ncbi.nlm.nih.gov]; The CDC (Centers for Disease Control and Prevention) conducted morbidity surveillance after Hurricane Katrina, including tracking emergency department visits and disaster medical assistance. [Source: www.cdc.gov]; The Seattle Fire Department's Medic One program provides emergency medical coverage to over 550 events, including disasters. [Source: www.seattle.gov];\"\n \"Available facts are as follows: 2006-07-24: The Caribbean Disaster Emergency Response Agency (CDERA) is responsible for disaster management in the Caribbean Community and Common Market (CARICOM). [Source: unfccc.int]; The U.S. Federal Emergency Management Agency (FEMA) is involved in disaster relief and management in the United States. [Source: www.iisd.org]; The New York City Area Consortium for Earthquake Loss Reduction is focused on improving disaster resiliency in the New York City area. [Source: www.nj.gov] 2006-07-17: Objective facts about the Climate and Disaster situation: The New Madrid Seismic Zone (NMSZ) has a predicted cost of damages from a 7.6 magnitude seismic event, estimated at $96 billion in 1991 by the Missouri State Emergency Management Agency (SEMA) and FEMA. [Source: dnr.mo.gov] 2006-07-10: Floods are the most common natural disaster in the United States, yet most homeowners' insurance does not cover flood damage. [Source: flood.nc.gov]; Disasters can be heavy snowfall, and emergencies and disasters take many forms in different regions of the US, such as hurricanes and flooding in the Gulf States. [Source: www.fffd.us, ufdcimages.uflib.ufl.edu] 2006-07-03: The Navy Family Accountability and Assessment System (NFAAS) is a system for tracking the status of Navy personnel and their families during emergencies and disasters. [Source: navyfamily.navy.mil]; The NYC Emergency Management department provides tips and information on how to be prepared for emergencies and disasters. [Source: www.nyc.gov]; The U.S. government has provisions for defense or recovery from certain events, including disaster assistance and response to emergencies or major disasters. [Source: www.acquisition.gov]; Propac USA is a comprehensive resource for disaster supplies, equipment, and emergency preparedness. [Source: propacusa.com]; The ITU (International Telecommunication Union) operates a system for public protection and disaster relief, including emergency response and disaster relief. [Source: www.itu.int]; The Volusia County Emergency Management department is located in Daytona Beach, FL, and is responsible for emergency operations and disaster response. [Source: www.volusia.org]; The 2005 earthquake in Pakistan led to a humanitarian response, including disaster management and emergency interventions. [Source: odihpn.org]; A systematic review of health status in ambulance services found that occupational fatalities in emergency medical services are a hidden crisis, and that disaster response is critical. [Source: www.ncbi.nlm.nih.gov]; The CDC (Centers for Disease Control and Prevention) conducted morbidity surveillance after Hurricane Katrina, including tracking emergency department visits and disaster medical assistance. [Source: www.cdc.gov]; The Seattle Fire Department's Medic One program provides emergency medical coverage to over 550 events, including disasters. [Source: www.seattle.gov];\"]"}
-{"batch_x": [612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0], "batch_y": [531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909]], "batch_text": "[\"Available facts are as follows: 2006-08-21: The United States has experienced disasters other than those resulting from natural causes in the past. [Source: www.presidency.ucsb.edu]; FEMA was formed in the 1970s and has played a significant role in emergency management. [Source: www.hsaj.org]; The National Weather Service and FEMA have been involved in disaster planning and response, including digital mapping of the United States. [Source: www.nytimes.com]; The Federal Disaster Response Capability has been improved since Hurricane Katrina. [Source: georgewbush-whitehouse.archives.gov] 2006-08-14: The United States government has a history of emergency management and disaster response, with various agencies and departments involved in disaster planning, emergency medical services, and disaster risk reduction. [Source: pubmed.ncbi.nlm.nih.gov, training.fema.gov, emergency-origin.cdc.gov] 2006-08-07: The Pandemic and All-Hazards Preparedness Act aims to improve the nation's ability to respond to public health emergencies and disasters. [Source: aspr.hhs.gov]; The Illinois' State Weapons of Mass Destruction Team conducted an emergency response exercise to test response to multiple disaster scenarios. [Source: www.illinois.gov] 2006-07-31: The United States government has emergency acquisition flexibilities in place to facilitate national defense in the event of a national emergency or natural disaster. [Source: www.commerce.gov]; The U.S. Coast Guard mobilized significant resources to respond to Hurricane Katrina, a major disaster. [Source: www.gao.gov]; Montana has a disaster and emergency services department, which includes fire conditions and administrative rules. [Source: mt.gov];\"\n \"Available facts are as follows: 2006-08-21: The United States has experienced disasters other than those resulting from natural causes in the past. [Source: www.presidency.ucsb.edu]; FEMA was formed in the 1970s and has played a significant role in emergency management. [Source: www.hsaj.org]; The National Weather Service and FEMA have been involved in disaster planning and response, including digital mapping of the United States. [Source: www.nytimes.com]; The Federal Disaster Response Capability has been improved since Hurricane Katrina. [Source: georgewbush-whitehouse.archives.gov] 2006-08-14: The United States government has a history of emergency management and disaster response, with various agencies and departments involved in disaster planning, emergency medical services, and disaster risk reduction. [Source: pubmed.ncbi.nlm.nih.gov, training.fema.gov, emergency-origin.cdc.gov] 2006-08-07: The Pandemic and All-Hazards Preparedness Act aims to improve the nation's ability to respond to public health emergencies and disasters. [Source: aspr.hhs.gov]; The Illinois' State Weapons of Mass Destruction Team conducted an emergency response exercise to test response to multiple disaster scenarios. [Source: www.illinois.gov] 2006-07-31: The United States government has emergency acquisition flexibilities in place to facilitate national defense in the event of a national emergency or natural disaster. [Source: www.commerce.gov]; The U.S. Coast Guard mobilized significant resources to respond to Hurricane Katrina, a major disaster. [Source: www.gao.gov]; Montana has a disaster and emergency services department, which includes fire conditions and administrative rules. [Source: mt.gov];\"]"}
-{"batch_x": [526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0], "batch_y": [799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306]], "batch_text": "[\"Available facts are as follows: 2006-09-25: The United States Federal Emergency Management Agency (FEMA) is an agency of the United States Department of Homeland Security, initially created to coordinate disaster relief efforts. [Source: azdohs.gov]; The USDA State Emergency Board (SEB) coordinates emergency functions for FSA in each State, the Caribbean, and at the local level by a USDA County Emergency Board. [Source: www.fsa.usda.gov]; Every county or jurisdiction in Texas will face animal issues of some kind, and the State of Texas strongly encourages local emergency management to plan for these situations. [Source: www.tahc.texas.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides assistance to disaster victims dispersed across the United States. [Source: www.gao.gov] 2006-09-18: The use of GPS technology can reduce delay in the dispatch of emergency services during disasters. [Source: www.losangeles.spaceforce.mil]; Michigan prepares for emergencies such as floods, thunderstorms, and tornadoes. [Source: www.michigan.gov]; The United States government has disaster assistance programs and emergency relief efforts in place. [Source: fsa.usda.gov]; The U.N. has called the Darfur crisis the world's worst humanitarian disaster, and the United States has labeled it genocide. [Source: sudantribune.com] 2006-09-11: Objective facts about the Climate and Disaster situation:The Presidential Declaration is a finding that a jurisdiction of the United States may receive Federal aid as a result of damages from a major disaster or emergency. [Source: training.fema.gov]The National Flood Insurance Program (NFIP) is a federal program that provides flood insurance to communities that adopt and enforce floodplain management regulations. [Source: www.msema.org] 2006-09-04: Objective facts about the Climate and Disaster situation: The Federal Emergency Management Agency (FEMA) and state agencies like MEMA provide assistance to disaster victims, including temporary housing. [Source: www.msema.org]DMORTs (Disaster Mortuary Operational Response Teams) are activated in response to large-scale disasters in the United States. [Source: en.wikipedia.org];\"\n \"Available facts are as follows: 2006-09-25: The United States Federal Emergency Management Agency (FEMA) is an agency of the United States Department of Homeland Security, initially created to coordinate disaster relief efforts. [Source: azdohs.gov]; The USDA State Emergency Board (SEB) coordinates emergency functions for FSA in each State, the Caribbean, and at the local level by a USDA County Emergency Board. [Source: www.fsa.usda.gov]; Every county or jurisdiction in Texas will face animal issues of some kind, and the State of Texas strongly encourages local emergency management to plan for these situations. [Source: www.tahc.texas.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides assistance to disaster victims dispersed across the United States. [Source: www.gao.gov] 2006-09-18: The use of GPS technology can reduce delay in the dispatch of emergency services during disasters. [Source: www.losangeles.spaceforce.mil]; Michigan prepares for emergencies such as floods, thunderstorms, and tornadoes. [Source: www.michigan.gov]; The United States government has disaster assistance programs and emergency relief efforts in place. [Source: fsa.usda.gov]; The U.N. has called the Darfur crisis the world's worst humanitarian disaster, and the United States has labeled it genocide. [Source: sudantribune.com] 2006-09-11: Objective facts about the Climate and Disaster situation:The Presidential Declaration is a finding that a jurisdiction of the United States may receive Federal aid as a result of damages from a major disaster or emergency. [Source: training.fema.gov]The National Flood Insurance Program (NFIP) is a federal program that provides flood insurance to communities that adopt and enforce floodplain management regulations. [Source: www.msema.org] 2006-09-04: Objective facts about the Climate and Disaster situation: The Federal Emergency Management Agency (FEMA) and state agencies like MEMA provide assistance to disaster victims, including temporary housing. [Source: www.msema.org]DMORTs (Disaster Mortuary Operational Response Teams) are activated in response to large-scale disasters in the United States. [Source: en.wikipedia.org];\"]"}
-{"batch_x": [1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0], "batch_y": [615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438]], "batch_text": "[\"Available facts are as follows: 2006-10-23: The United States Government has official websites and resources for disaster relief and emergency assistance, such as HUD.gov and FEMA.gov. [Source]; The Emergency Management Assistance Compact is a resource for states to participate in and receive emergency aid. [Source]; New Hampshire is considered fortunate in terms of natural disasters, with major disasters being rare in the state. [Source]; Pet shelters may require proof of vaccines during a disaster, and it's recommended to keep pets in the house during emergency situations. [Source]; The Department of Emergency Management is responsible for emergency and disaster preparedness, response, recovery, and mitigation. [Source]; The federal government has programs to provide medication and medical supplies to states during an emergency. [Source]; Managing volunteers during incident response is crucial, and strategies have been developed based on past disasters such as Hurricane Katrina. [Source]; Severe weather preparedness guides have been developed for schools, including guidelines for administrators and emergency responders. [Source] 2006-10-16: Objective facts about the Climate and Disaster situation:The National Response Plan aims to reduce the impact of terrorist attacks and natural disasters in the United States. [Source: www.dhs.gov]The Department of Homeland Security and Emergency Management are key players in disaster response and recovery. [Source: www.dhs.gov]There are special populations with physical, mental, or medical care needs who require assistance during disasters or emergencies. [Source: dhhr.wv.gov] 2006-10-09: In 2006, the number of patients visiting EDs (Emergency Departments) has been growing rapidly, and EDs play a key role in public health surveillance and in disaster preparation and response. [Source: onlinelibrary.wiley.com]; The American Red Cross focuses on meeting the emergency disaster-caused needs of individuals and families, providing disaster relief services. [Source: docs.legis.wisconsin.gov]; The United States government has laws and regulations in place for disaster response and emergency management, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source: www.congress.gov] 2006-10-02: The Stafford Disaster Relief and Emergency Assistance Act provides $1,500,000,000 for disaster relief and emergency assistance, available until expended. [Source]; The Federal Emergency Management Agency (FEMA) is the primary federal agency responsible for responding to disasters within the United States. [Source]; The National Emergency Communications Plan aims to identify how Federal departments and agencies can work effectively with State and local governments during natural disasters, acts of terrorism, and other man-made disasters. [Source];\"\n \"Available facts are as follows: 2006-10-23: The United States Government has official websites and resources for disaster relief and emergency assistance, such as HUD.gov and FEMA.gov. [Source]; The Emergency Management Assistance Compact is a resource for states to participate in and receive emergency aid. [Source]; New Hampshire is considered fortunate in terms of natural disasters, with major disasters being rare in the state. [Source]; Pet shelters may require proof of vaccines during a disaster, and it's recommended to keep pets in the house during emergency situations. [Source]; The Department of Emergency Management is responsible for emergency and disaster preparedness, response, recovery, and mitigation. [Source]; The federal government has programs to provide medication and medical supplies to states during an emergency. [Source]; Managing volunteers during incident response is crucial, and strategies have been developed based on past disasters such as Hurricane Katrina. [Source]; Severe weather preparedness guides have been developed for schools, including guidelines for administrators and emergency responders. [Source] 2006-10-16: Objective facts about the Climate and Disaster situation:The National Response Plan aims to reduce the impact of terrorist attacks and natural disasters in the United States. [Source: www.dhs.gov]The Department of Homeland Security and Emergency Management are key players in disaster response and recovery. [Source: www.dhs.gov]There are special populations with physical, mental, or medical care needs who require assistance during disasters or emergencies. [Source: dhhr.wv.gov] 2006-10-09: In 2006, the number of patients visiting EDs (Emergency Departments) has been growing rapidly, and EDs play a key role in public health surveillance and in disaster preparation and response. [Source: onlinelibrary.wiley.com]; The American Red Cross focuses on meeting the emergency disaster-caused needs of individuals and families, providing disaster relief services. [Source: docs.legis.wisconsin.gov]; The United States government has laws and regulations in place for disaster response and emergency management, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source: www.congress.gov] 2006-10-02: The Stafford Disaster Relief and Emergency Assistance Act provides $1,500,000,000 for disaster relief and emergency assistance, available until expended. [Source]; The Federal Emergency Management Agency (FEMA) is the primary federal agency responsible for responding to disasters within the United States. [Source]; The National Emergency Communications Plan aims to identify how Federal departments and agencies can work effectively with State and local governments during natural disasters, acts of terrorism, and other man-made disasters. [Source];\"]"}
-{"batch_x": [1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0], "batch_y": [157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2006-11-20: The United States has various emergency management plans and procedures in place to prepare for and respond to disasters, including hurricanes, floods, and terrorist acts. [Source: co.madison.id.us, andersoncountytn.gov, www.jud6.org] 2006-11-13: The United States experienced the largest blackout in its history in 2006, which had a significant impact on emergency medical services (EMS). [Source: pubmed.ncbi.nlm.nih.gov]; Hurricane Katrina struck Florida and the Gulf Coast states in 2005, followed by Hurricanes Rita and Wilma, leading to significant federal emergency management policy changes. [Source: www.everycrsreport.com]; The International Strategy for Disaster Reduction (ISDR) was adopted by United Nations Member States to enhance disaster response and relief efforts. [Source: legal.un.org] 2006-11-06: The United States Government has emphasized the importance of emergency preparedness and management, recognizing the potential for disasters to wreak havoc and pose serious risks to communities. [Source: pubmed.ncbi.nlm.nih.gov]; Collaboration and leadership are crucial for effective emergency management, and integration of nongovernmental organizations is essential for disaster response. [Source: www.csus.edu]; The United Nations has declared a \"silent emergency\" due to the global water crisis, with millions of people lacking access to clean water. [Source: www.ncbi.nlm.nih.gov]; The U.S. Army Corps of Engineers plays a critical role in delivering engineering solutions to secure the nation, energize the economy, and reduce disaster risk. [Source: www.usace.army.mil] 2006-10-30: The Pennsylvania Price Gouging Act was enacted on October 31, 2006, to prevent price gouging during and within 30 days of a state of disaster emergency declared by the Governor. [Source]; The Arkansas Department of Health provides resources for emergencies and disasters, including reporting communicable diseases and getting licenses. [Source]; The International Association of Fire Fighters (IAFF) is committed to advancing the rights, safety, and future of fire fighters, emergency medical workers, and rescue workers across the United States. [Source]; The Transit Agency Security and Emergency Management Protective Measures Guidelines recommend conducting drills and exercises to practice emergency and disaster response. [Source]; The Town of Wilton, Connecticut, provides emergency preparedness information to its residents, emphasizing the importance of being prepared prior to a disaster. [Source]; The U.S. Army Corps of Engineers, Charleston District, provides resources for emergency management and disaster risk reduction. [Source]; The Oslo Guidelines provide guidance on the use of military and civil defense assets in disaster response and humanitarian activities. [Source]; Skagit County, Washington, provides guidance on emergency preparedness, including preparing for disasters and bird flu. [Source]; The White House archives contain news releases from October 2006, including statements on federal disaster declarations and national emergencies. [Source]; A report from the Defense Technical Information Center analyzes disaster response contracting in a post-Katrina world. [Source];'\n 'Available facts are as follows: 2006-11-20: The United States has various emergency management plans and procedures in place to prepare for and respond to disasters, including hurricanes, floods, and terrorist acts. [Source: co.madison.id.us, andersoncountytn.gov, www.jud6.org] 2006-11-13: The United States experienced the largest blackout in its history in 2006, which had a significant impact on emergency medical services (EMS). [Source: pubmed.ncbi.nlm.nih.gov]; Hurricane Katrina struck Florida and the Gulf Coast states in 2005, followed by Hurricanes Rita and Wilma, leading to significant federal emergency management policy changes. [Source: www.everycrsreport.com]; The International Strategy for Disaster Reduction (ISDR) was adopted by United Nations Member States to enhance disaster response and relief efforts. [Source: legal.un.org] 2006-11-06: The United States Government has emphasized the importance of emergency preparedness and management, recognizing the potential for disasters to wreak havoc and pose serious risks to communities. [Source: pubmed.ncbi.nlm.nih.gov]; Collaboration and leadership are crucial for effective emergency management, and integration of nongovernmental organizations is essential for disaster response. [Source: www.csus.edu]; The United Nations has declared a \"silent emergency\" due to the global water crisis, with millions of people lacking access to clean water. [Source: www.ncbi.nlm.nih.gov]; The U.S. Army Corps of Engineers plays a critical role in delivering engineering solutions to secure the nation, energize the economy, and reduce disaster risk. [Source: www.usace.army.mil] 2006-10-30: The Pennsylvania Price Gouging Act was enacted on October 31, 2006, to prevent price gouging during and within 30 days of a state of disaster emergency declared by the Governor. [Source]; The Arkansas Department of Health provides resources for emergencies and disasters, including reporting communicable diseases and getting licenses. [Source]; The International Association of Fire Fighters (IAFF) is committed to advancing the rights, safety, and future of fire fighters, emergency medical workers, and rescue workers across the United States. [Source]; The Transit Agency Security and Emergency Management Protective Measures Guidelines recommend conducting drills and exercises to practice emergency and disaster response. [Source]; The Town of Wilton, Connecticut, provides emergency preparedness information to its residents, emphasizing the importance of being prepared prior to a disaster. [Source]; The U.S. Army Corps of Engineers, Charleston District, provides resources for emergency management and disaster risk reduction. [Source]; The Oslo Guidelines provide guidance on the use of military and civil defense assets in disaster response and humanitarian activities. [Source]; Skagit County, Washington, provides guidance on emergency preparedness, including preparing for disasters and bird flu. [Source]; The White House archives contain news releases from October 2006, including statements on federal disaster declarations and national emergencies. [Source]; A report from the Defense Technical Information Center analyzes disaster response contracting in a post-Katrina world. [Source];']"}
-{"batch_x": [1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0], "batch_y": [170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2006-12-25: The research on comfort level of emergency medical service providers in responding to disasters was supported by the U.S. Government, P.H.S. [Source: pubmed.ncbi.nlm.nih.gov]; Missouri declared a state of emergency on December 29, 2006, and received a major disaster declaration from the federal government, providing public assistance to affected counties. [Source: sema.dps.mo.gov]; The American Red Cross works closely with Uinta County Emergency Management to provide disaster assistance. [Source: www.uintacounty.com]; The Federal Emergency Management Agency (FEMA) is responsible for disaster response and relief efforts in the United States. [Source: www.govinfo.gov] 2006-12-18: The United States government has various agencies and branches responsible for emergency management and disaster response, including the Department of Human Services, Federal Emergency Management Agency (FEMA), and the Centers for Disease Control and Prevention (CDC). [Source] 2006-12-11: The National Disaster Medical System is a section within the U.S. Department of Homeland Security, Federal Emergency Management Agency (FEMA). [Source: research.aota.org]; The law allows municipal and county mayors and executives to declare local states of emergency. [Source: www.ctas.tennessee.edu]; The United Nations has a Platform for Space-based Information for Disaster Management and Emergency Response. [Source: www.unoosa.org] 2006-12-04: Federal aid helps states repair roads damaged by hurricanes and other natural disasters. [Source: highways.dot.gov]; The Department of Homeland Security (DHS) needs to ensure that disaster and homeland security assistance go to those states, local governments, and private organizations that need it most. [Source: www.oig.dhs.gov]; The Illinois Emergency Management Agency and the Illinois Army National Guard worked together to provide assistance during a disaster. [Source: www.nationalguard.mil]; The Mine Safety and Health Administration (MSHA) has regulations for emergency mine evacuation training and drills. [Source: arlweb.msha.gov]; The US Department of Homeland Security has a color-coded threat level system to indicate existing terrorism threats. [Source: www.mfcity.com]; The Occupational Safety and Health Administration (OSHA) has guidelines for hurricane response and recovery. [Source: www.osha.gov]; The Louisiana Citizens Property Insurance Corporation has a system in place to handle claims from hurricanes or other natural disasters. [Source: app.lla.state.la.us]; The American College of Occupational and Environmental Medicine (ACOEM) has guidelines for occupational emergency medicine in disaster response. [Source: acoem.org];'\n 'Available facts are as follows: 2006-12-25: The research on comfort level of emergency medical service providers in responding to disasters was supported by the U.S. Government, P.H.S. [Source: pubmed.ncbi.nlm.nih.gov]; Missouri declared a state of emergency on December 29, 2006, and received a major disaster declaration from the federal government, providing public assistance to affected counties. [Source: sema.dps.mo.gov]; The American Red Cross works closely with Uinta County Emergency Management to provide disaster assistance. [Source: www.uintacounty.com]; The Federal Emergency Management Agency (FEMA) is responsible for disaster response and relief efforts in the United States. [Source: www.govinfo.gov] 2006-12-18: The United States government has various agencies and branches responsible for emergency management and disaster response, including the Department of Human Services, Federal Emergency Management Agency (FEMA), and the Centers for Disease Control and Prevention (CDC). [Source] 2006-12-11: The National Disaster Medical System is a section within the U.S. Department of Homeland Security, Federal Emergency Management Agency (FEMA). [Source: research.aota.org]; The law allows municipal and county mayors and executives to declare local states of emergency. [Source: www.ctas.tennessee.edu]; The United Nations has a Platform for Space-based Information for Disaster Management and Emergency Response. [Source: www.unoosa.org] 2006-12-04: Federal aid helps states repair roads damaged by hurricanes and other natural disasters. [Source: highways.dot.gov]; The Department of Homeland Security (DHS) needs to ensure that disaster and homeland security assistance go to those states, local governments, and private organizations that need it most. [Source: www.oig.dhs.gov]; The Illinois Emergency Management Agency and the Illinois Army National Guard worked together to provide assistance during a disaster. [Source: www.nationalguard.mil]; The Mine Safety and Health Administration (MSHA) has regulations for emergency mine evacuation training and drills. [Source: arlweb.msha.gov]; The US Department of Homeland Security has a color-coded threat level system to indicate existing terrorism threats. [Source: www.mfcity.com]; The Occupational Safety and Health Administration (OSHA) has guidelines for hurricane response and recovery. [Source: www.osha.gov]; The Louisiana Citizens Property Insurance Corporation has a system in place to handle claims from hurricanes or other natural disasters. [Source: app.lla.state.la.us]; The American College of Occupational and Environmental Medicine (ACOEM) has guidelines for occupational emergency medicine in disaster response. [Source: acoem.org];']"}
-{"batch_x": [1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0], "batch_y": [236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2007-01-22: The United States Government has official websites and agencies dedicated to emergency management, preparedness, and response to disasters and public health emergencies. [Source: www.acquisition.gov, www.mass.gov] 2007-01-15: The Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance for disaster relief and emergency situations. [Source]; The U.S. Coast Guard and the State Department of Transportation, Harbors Division provide support for disaster preparedness. [Source]; The National Flood Insurance Act is a law that provides flood insurance to individuals and communities. [Source] 2007-01-08: The 2003 electricity power blackout in the eastern parts of Canada and the United States and the 2000 water-borne disaster in Walkerton are examples of community-level emergency responses. [Source] 2007-01-01: The National Museum of the United States Army at Fort Belvoir, Virginia, is involved in national security emergency or disaster response efforts. [Source: www.congress.gov]; The National Emergency Training Center, Federal Emergency, provides training for disaster response and emergency management. [Source: www.jstor.org]; Staging areas are used in disaster response to manage resources and personnel near or in the disaster area. [Source: stars.library.ucf.edu]; The State of California has a Health and Safety Code that includes emergency plans and disaster response protocols. [Source: emsa.ca.gov]; The U.S. Navy responded to the 2004 tsunami in Indonesia, delivering emergency food and aid. [Source: apps.dtic.mil]; The National Fire Protection Association has standards for disaster and emergency management, including NFPA 1600. [Source: www.fema.gov];'\n 'Available facts are as follows: 2007-01-22: The United States Government has official websites and agencies dedicated to emergency management, preparedness, and response to disasters and public health emergencies. [Source: www.acquisition.gov, www.mass.gov] 2007-01-15: The Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance for disaster relief and emergency situations. [Source]; The U.S. Coast Guard and the State Department of Transportation, Harbors Division provide support for disaster preparedness. [Source]; The National Flood Insurance Act is a law that provides flood insurance to individuals and communities. [Source] 2007-01-08: The 2003 electricity power blackout in the eastern parts of Canada and the United States and the 2000 water-borne disaster in Walkerton are examples of community-level emergency responses. [Source] 2007-01-01: The National Museum of the United States Army at Fort Belvoir, Virginia, is involved in national security emergency or disaster response efforts. [Source: www.congress.gov]; The National Emergency Training Center, Federal Emergency, provides training for disaster response and emergency management. [Source: www.jstor.org]; Staging areas are used in disaster response to manage resources and personnel near or in the disaster area. [Source: stars.library.ucf.edu]; The State of California has a Health and Safety Code that includes emergency plans and disaster response protocols. [Source: emsa.ca.gov]; The U.S. Navy responded to the 2004 tsunami in Indonesia, delivering emergency food and aid. [Source: apps.dtic.mil]; The National Fire Protection Association has standards for disaster and emergency management, including NFPA 1600. [Source: www.fema.gov];']"}
-{"batch_x": [447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0], "batch_y": [553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2007-02-19: The United States experiences significant losses due to floods, with over $1 billion in property losses each year. [Source: www.danville-va.gov]; The Federal Emergency Management Agency (FEMA) has approximately 4,000 standby disaster assistance employees available for deployment after disasters. [Source: www.esri.com]; Emergency Medical Services (EMS) personnel treat nearly 20 million patients annually in the United States. [Source: www.ems.gov] 2007-02-12: The United States Government has implemented various emergency management systems and protocols to respond to disasters and emergencies, including the Incident Management System and the National Guard. [Source]; The Federal Emergency Management Agency (FEMA) plays a crucial role in emergency management in the United States, with its director speaking at conferences and emphasizing the importance of emergency preparedness. [Source] 2007-02-05: The United States is second only to Japan in economic damages resulting from natural disasters. [Source: pubs.usgs.gov] 2007-01-29: Objective facts about the Climate and Disaster situation:The United States has the dubious distinction of experiencing the most tornadoes of any country in the world. [Source: www.alamance-nc.com]Floods are the most costly and destructive disasters, and most of the damage caused by Hurricane Katrina was caused by flooding. [Source: www.seattle.gov];'\n 'Available facts are as follows: 2007-02-19: The United States experiences significant losses due to floods, with over $1 billion in property losses each year. [Source: www.danville-va.gov]; The Federal Emergency Management Agency (FEMA) has approximately 4,000 standby disaster assistance employees available for deployment after disasters. [Source: www.esri.com]; Emergency Medical Services (EMS) personnel treat nearly 20 million patients annually in the United States. [Source: www.ems.gov] 2007-02-12: The United States Government has implemented various emergency management systems and protocols to respond to disasters and emergencies, including the Incident Management System and the National Guard. [Source]; The Federal Emergency Management Agency (FEMA) plays a crucial role in emergency management in the United States, with its director speaking at conferences and emphasizing the importance of emergency preparedness. [Source] 2007-02-05: The United States is second only to Japan in economic damages resulting from natural disasters. [Source: pubs.usgs.gov] 2007-01-29: Objective facts about the Climate and Disaster situation:The United States has the dubious distinction of experiencing the most tornadoes of any country in the world. [Source: www.alamance-nc.com]Floods are the most costly and destructive disasters, and most of the damage caused by Hurricane Katrina was caused by flooding. [Source: www.seattle.gov];']"}
-{"batch_x": [674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0], "batch_y": [532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2007-03-26: The primary mission of the Federal Emergency Management Agency (FEMA) is to reduce the loss of life and property and protect the Nation from all hazards, including natural disasters. [Source: www.law.cornell.edu] 2007-03-19: The United States government has official websites and agencies dedicated to disaster relief and emergency management, such as HHS, OSHA, and FEMA. [Source]; Organizations like ShelterBox and NYDIS provide emergency shelter and emotional support to families affected by disasters. [Source] 2007-03-12: The search results primarily focus on emergency management, disaster response, and public health preparedness in the United States. [Source] 2007-03-05: The Federal Emergency Management Agency (FEMA) plays a lead role in coordinating resources for emergency management and disaster response. [Source: www.adamscountyil.gov]; Hurricane Katrina struck Florida and the Gulf Coast states in August 2005, followed by Hurricanes Rita and Wilma, causing significant disasters. [Source: sgp.fas.org]; An Atlas of Disaster Risk is being developed for 21 Member States of the World Health Organization's (WHO) Eastern Mediterranean Region. [Source: ij-healthgeographics.biomedcentral.com]; Emergency Support Function (ESF) 2 provides emergency communications services during emergencies or disasters. [Source: www.dms.myflorida.com];\"\n \"Available facts are as follows: 2007-03-26: The primary mission of the Federal Emergency Management Agency (FEMA) is to reduce the loss of life and property and protect the Nation from all hazards, including natural disasters. [Source: www.law.cornell.edu] 2007-03-19: The United States government has official websites and agencies dedicated to disaster relief and emergency management, such as HHS, OSHA, and FEMA. [Source]; Organizations like ShelterBox and NYDIS provide emergency shelter and emotional support to families affected by disasters. [Source] 2007-03-12: The search results primarily focus on emergency management, disaster response, and public health preparedness in the United States. [Source] 2007-03-05: The Federal Emergency Management Agency (FEMA) plays a lead role in coordinating resources for emergency management and disaster response. [Source: www.adamscountyil.gov]; Hurricane Katrina struck Florida and the Gulf Coast states in August 2005, followed by Hurricanes Rita and Wilma, causing significant disasters. [Source: sgp.fas.org]; An Atlas of Disaster Risk is being developed for 21 Member States of the World Health Organization's (WHO) Eastern Mediterranean Region. [Source: ij-healthgeographics.biomedcentral.com]; Emergency Support Function (ESF) 2 provides emergency communications services during emergencies or disasters. [Source: www.dms.myflorida.com];\"]"}
-{"batch_x": [531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0], "batch_y": [287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2007-04-23: The Federal Emergency Management Agency (FEMA) did not exist at the time of the Texas City disaster in 1947. [Source: www.texascitytx.gov]; The United States government has a role in responding to disasters, as seen in the 1997 disasters in North Dakota. [Source: www.fema.gov] 2007-04-16: The search results primarily consist of archived web pages from 2007, providing information on disaster planning, risk communication, and emergency management. [Source] 2007-04-09: The United States has a vertical hierarchy of local, state, and federal agencies involved in disaster response and emergency management, including the Federal Emergency Management Agency (FEMA) and the State Emergency Response Team (SERT). [Source: ops.fhwa.dot.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) provides the framework for disaster assistance and emergency response in the United States. [Source: www.fema.gov] 2007-04-02: Individuals seeking emergency assistance related to disasters, such as wildland-urban interface fires, are at elevated risk of psychopathology in the weeks after the event. [Source: pubmed.ncbi.nlm.nih.gov]; Portable generators used indoors or in partially-enclosed spaces can cause CO poisoning, leading to incidents and emergencies. [Source: www.maine.gov]; Timely communications across public safety agencies are crucial for effective response to natural disasters, domestic terrorism, and other emergencies. [Source: www.gao.gov]; Floodplain management is essential for mitigating disaster risks, and Texas has established a Division of Emergency Management to provide state and federal disaster relief. [Source: www.twdb.texas.gov]; The Solomon Islands National Disaster Council reported 21 deaths and over 5,400 displacements due to a tsunami triggered by an earthquake. [Source: reliefweb.int];'\n 'Available facts are as follows: 2007-04-23: The Federal Emergency Management Agency (FEMA) did not exist at the time of the Texas City disaster in 1947. [Source: www.texascitytx.gov]; The United States government has a role in responding to disasters, as seen in the 1997 disasters in North Dakota. [Source: www.fema.gov] 2007-04-16: The search results primarily consist of archived web pages from 2007, providing information on disaster planning, risk communication, and emergency management. [Source] 2007-04-09: The United States has a vertical hierarchy of local, state, and federal agencies involved in disaster response and emergency management, including the Federal Emergency Management Agency (FEMA) and the State Emergency Response Team (SERT). [Source: ops.fhwa.dot.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) provides the framework for disaster assistance and emergency response in the United States. [Source: www.fema.gov] 2007-04-02: Individuals seeking emergency assistance related to disasters, such as wildland-urban interface fires, are at elevated risk of psychopathology in the weeks after the event. [Source: pubmed.ncbi.nlm.nih.gov]; Portable generators used indoors or in partially-enclosed spaces can cause CO poisoning, leading to incidents and emergencies. [Source: www.maine.gov]; Timely communications across public safety agencies are crucial for effective response to natural disasters, domestic terrorism, and other emergencies. [Source: www.gao.gov]; Floodplain management is essential for mitigating disaster risks, and Texas has established a Division of Emergency Management to provide state and federal disaster relief. [Source: www.twdb.texas.gov]; The Solomon Islands National Disaster Council reported 21 deaths and over 5,400 displacements due to a tsunami triggered by an earthquake. [Source: reliefweb.int];']"}
-{"batch_x": [799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0], "batch_y": [220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339]], "batch_text": "['Available facts are as follows: 2007-05-21: The United States has various emergency management agencies, state disaster behavior, and federal laws such as the Stafford Disaster Relief and Emergency Assistance Act to address disaster management and emergency planning. [Source: www.fema.gov, www.dhs.gov]; The National Defense Strategy of the United States of America emphasizes the importance of disaster management and emergency planning. [Source: www.dhs.gov]; There is a growing attention on disaster management and emergency planning in the cultural heritage sector. [Source: archive.ifla.org]; The United States Computer Emergency Response Team (US-CERT) plays a role in coordinating responses to emergency events. [Source: www.dhs.gov]; El Dorado County has guidelines for responding to multi-casualty incidents, including wildfires and disasters. [Source: www.eldoradocounty.ca.gov]; The Emergency Management Institute of the Federal Emergency Management Agency (FEMA) provides training and resources for disaster management and emergency preparedness. [Source: samples.jbpub.com] 2007-05-14: The United States government and local agencies are working to improve disaster response capabilities, with a focus on emergency preparedness, safe response to disasters, and emergency contacts. [Source: www.hks.harvard.edu, ncchildcare.ncdhhs.gov]; Emergency and Major Disaster declaration determinations are made solely and exclusively by the President of the United States. [Source: www.fema.gov]; Local, state, and federal government agencies are conducting training exercises to test emergency coordination and response to disasters. [Source: www.af.mil, www.nationalguard.mil]; The United States is a leader in providing humanitarian assistance in response to disasters, with a focus on emergency and refugee health issues. [Source: 2009-2017.state.gov] 2007-05-07: The Governor of New York State may declare a disaster and request federal disaster assistance in the event of a severe drought. [Source: dec.ny.gov]; The Federal Emergency Management Agency (FEMA) plays a key role in responding to natural disasters in the United States. [Source: www.gainesvillefl.gov]; The United States has experienced severe droughts and natural disasters, including tornadoes and hurricanes, in the past. [Source: dec.ny.gov, www.nationalguard.mil, collections.unu.edu] 2007-04-30: The Incident Command System is used in the United States for disaster management and emergency response. [Source: portal.cops.usdoj.gov]; Hurricane Katrina had a significant impact on the infrastructure of public health and the health care system in the affected areas. [Source: pubmed.ncbi.nlm.nih.gov]; Research has been conducted on emergency preparedness, including knowledge and perceptions of Latin Americans, and dental care as a vital service response for disaster victims. [Source: pubmed.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2007-05-21: The United States has various emergency management agencies, state disaster behavior, and federal laws such as the Stafford Disaster Relief and Emergency Assistance Act to address disaster management and emergency planning. [Source: www.fema.gov, www.dhs.gov]; The National Defense Strategy of the United States of America emphasizes the importance of disaster management and emergency planning. [Source: www.dhs.gov]; There is a growing attention on disaster management and emergency planning in the cultural heritage sector. [Source: archive.ifla.org]; The United States Computer Emergency Response Team (US-CERT) plays a role in coordinating responses to emergency events. [Source: www.dhs.gov]; El Dorado County has guidelines for responding to multi-casualty incidents, including wildfires and disasters. [Source: www.eldoradocounty.ca.gov]; The Emergency Management Institute of the Federal Emergency Management Agency (FEMA) provides training and resources for disaster management and emergency preparedness. [Source: samples.jbpub.com] 2007-05-14: The United States government and local agencies are working to improve disaster response capabilities, with a focus on emergency preparedness, safe response to disasters, and emergency contacts. [Source: www.hks.harvard.edu, ncchildcare.ncdhhs.gov]; Emergency and Major Disaster declaration determinations are made solely and exclusively by the President of the United States. [Source: www.fema.gov]; Local, state, and federal government agencies are conducting training exercises to test emergency coordination and response to disasters. [Source: www.af.mil, www.nationalguard.mil]; The United States is a leader in providing humanitarian assistance in response to disasters, with a focus on emergency and refugee health issues. [Source: 2009-2017.state.gov] 2007-05-07: The Governor of New York State may declare a disaster and request federal disaster assistance in the event of a severe drought. [Source: dec.ny.gov]; The Federal Emergency Management Agency (FEMA) plays a key role in responding to natural disasters in the United States. [Source: www.gainesvillefl.gov]; The United States has experienced severe droughts and natural disasters, including tornadoes and hurricanes, in the past. [Source: dec.ny.gov, www.nationalguard.mil, collections.unu.edu] 2007-04-30: The Incident Command System is used in the United States for disaster management and emergency response. [Source: portal.cops.usdoj.gov]; Hurricane Katrina had a significant impact on the infrastructure of public health and the health care system in the affected areas. [Source: pubmed.ncbi.nlm.nih.gov]; Research has been conducted on emergency preparedness, including knowledge and perceptions of Latin Americans, and dental care as a vital service response for disaster victims. [Source: pubmed.ncbi.nlm.nih.gov];']"}
-{"batch_x": [615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0], "batch_y": [196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174]], "batch_text": "['Available facts are as follows: 2007-06-25: The American Red Cross responds to disasters within the United States and provides aid, including training local volunteers and staff. [Source: www.redcross.org]; The Federal Emergency Management Agency (FEMA) plays a role in disaster recovery and business continuity planning. [Source: ohsonline.com]; The Oklahoma State Board of Pharmacy has emergency/disaster prescription drug rules in place. [Source: www.law.cornell.edu]; The New Jersey Department of Environmental Protection (NJDEP) has an emergency response program to protect the public and environment. [Source: www.nj.gov]; The International Disaster Database, maintained by Université Catholique de Louvain, tracks disasters and emergency responses. [Source: ieg.worldbankgroup.org] 2007-06-18: The United States has a system in place for declaring public health emergencies, which releases resources to handle actual or potential public health crises. [Source: en.wikipedia.org]; The Kidney Community Emergency Response Coalition has issued guidelines for kidney patient care in disasters, highlighting the potential for catastrophic earthquakes in several regions of the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The U.S. Department of Defense, Federal Emergency Management Agency, and state of Texas conducted a hurricane training exercise in June 2007. [Source: www.army.mil]; The United Nations General Assembly has emphasized the importance of strengthening emergency relief, rehabilitation, reconstruction, recovery, and prevention in the aftermath of disasters, such as the Indian Ocean tsunami. [Source: www.un.org] 2007-06-11: The Humane Society of the United States (HSUS) offers disaster animal response and emergency animal shelter training courses throughout the year. [Source: www.ready.gov]; State and local government agencies provide noncash emergency help to victims of disaster, which is usually available immediately after a disaster. [Source: www.nilc.org]; The United States Government Accountability Office works alongside federal players, including the Federal Emergency Management Agency (FEMA), to respond to national disasters. [Source: www.gao.gov]; The Federal Emergency Management Agency (FEMA) provides public assistance to states and local governments in response to declared major disasters or emergencies. [Source: www.reginfo.gov] 2007-06-04: The United States government has official websites and agencies dedicated to emergency response, disaster management, and preparedness, such as the National Guard, State Department, and Federal Government websites. [Source]; There have been significant natural disasters in the history of the United States, such as Hurricane Katrina, which required massive emergency response efforts. [Source];'\n 'Available facts are as follows: 2007-06-25: The American Red Cross responds to disasters within the United States and provides aid, including training local volunteers and staff. [Source: www.redcross.org]; The Federal Emergency Management Agency (FEMA) plays a role in disaster recovery and business continuity planning. [Source: ohsonline.com]; The Oklahoma State Board of Pharmacy has emergency/disaster prescription drug rules in place. [Source: www.law.cornell.edu]; The New Jersey Department of Environmental Protection (NJDEP) has an emergency response program to protect the public and environment. [Source: www.nj.gov]; The International Disaster Database, maintained by Université Catholique de Louvain, tracks disasters and emergency responses. [Source: ieg.worldbankgroup.org] 2007-06-18: The United States has a system in place for declaring public health emergencies, which releases resources to handle actual or potential public health crises. [Source: en.wikipedia.org]; The Kidney Community Emergency Response Coalition has issued guidelines for kidney patient care in disasters, highlighting the potential for catastrophic earthquakes in several regions of the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The U.S. Department of Defense, Federal Emergency Management Agency, and state of Texas conducted a hurricane training exercise in June 2007. [Source: www.army.mil]; The United Nations General Assembly has emphasized the importance of strengthening emergency relief, rehabilitation, reconstruction, recovery, and prevention in the aftermath of disasters, such as the Indian Ocean tsunami. [Source: www.un.org] 2007-06-11: The Humane Society of the United States (HSUS) offers disaster animal response and emergency animal shelter training courses throughout the year. [Source: www.ready.gov]; State and local government agencies provide noncash emergency help to victims of disaster, which is usually available immediately after a disaster. [Source: www.nilc.org]; The United States Government Accountability Office works alongside federal players, including the Federal Emergency Management Agency (FEMA), to respond to national disasters. [Source: www.gao.gov]; The Federal Emergency Management Agency (FEMA) provides public assistance to states and local governments in response to declared major disasters or emergencies. [Source: www.reginfo.gov] 2007-06-04: The United States government has official websites and agencies dedicated to emergency response, disaster management, and preparedness, such as the National Guard, State Department, and Federal Government websites. [Source]; There have been significant natural disasters in the history of the United States, such as Hurricane Katrina, which required massive emergency response efforts. [Source];']"}
-{"batch_x": [157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0], "batch_y": [343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484]], "batch_text": "[\"Available facts are as follows: 2007-07-23: The U.S. government has established guidelines and checklists for emergency management and disaster preparedness, including accessible emergency shelters and training programs for emergency responders. [Source: archive.ada.gov, www.fema.gov] 2007-07-16: Objective facts about the Climate and Disaster situation:The Sumner County Emergency Management works with private partners, Sumner County Animal Control, State of Tennessee, and U.S. Humane Society to provide emergency and disaster plans. [Source: sumnerema.org]The Office of Emergency Management in Mississauga reviews the Emergency Plan annually to reflect changes in the community and organization. [Source: www.mississauga.ca]The Federation's Disaster Relief Emergency Fund has released CHF 250,000 to support flood relief efforts in Sudan. [Source: reliefweb.int] 2007-07-09: The United States federal government, through the National Emergency Medical Services, plays a role in disaster planning and response. [Source: pubmed.ncbi.nlm.nih.gov]; In the event of a disaster or emergency, the Governor of a state can declare a state of emergency and request federal assistance. [Source: oklahoma.gov]; Medical institutions can play a role in disaster management during the emergency phase. [Source: www.ncbi.nlm.nih.gov]; Disaster Medical Assistance Teams (DMATs) from several US states can be deployed to respond to disasters. [Source: pubmed.ncbi.nlm.nih.gov] 2007-07-02: The 171 Emergency Line is a voice message board service provided by NTT that is available when a disaster such as an earthquake or volcanic eruption occurs. [Source: jp.usembassy.gov]; A study investigated the causes of European and U.S. flood disaster deaths (1989–2002) as well as circumstances surrounding those fatalities. [Source: journals.ametsoc.org]; The Federal Emergency Management Agency (FEMA) and the US Department of Homeland Security provide resources for disaster planning and emergency management. [Source: www.ahfc.us]; The US government has implemented Cell Broadcast Technology for emergency alert notifications. [Source: www.fcc.gov];\"\n \"Available facts are as follows: 2007-07-23: The U.S. government has established guidelines and checklists for emergency management and disaster preparedness, including accessible emergency shelters and training programs for emergency responders. [Source: archive.ada.gov, www.fema.gov] 2007-07-16: Objective facts about the Climate and Disaster situation:The Sumner County Emergency Management works with private partners, Sumner County Animal Control, State of Tennessee, and U.S. Humane Society to provide emergency and disaster plans. [Source: sumnerema.org]The Office of Emergency Management in Mississauga reviews the Emergency Plan annually to reflect changes in the community and organization. [Source: www.mississauga.ca]The Federation's Disaster Relief Emergency Fund has released CHF 250,000 to support flood relief efforts in Sudan. [Source: reliefweb.int] 2007-07-09: The United States federal government, through the National Emergency Medical Services, plays a role in disaster planning and response. [Source: pubmed.ncbi.nlm.nih.gov]; In the event of a disaster or emergency, the Governor of a state can declare a state of emergency and request federal assistance. [Source: oklahoma.gov]; Medical institutions can play a role in disaster management during the emergency phase. [Source: www.ncbi.nlm.nih.gov]; Disaster Medical Assistance Teams (DMATs) from several US states can be deployed to respond to disasters. [Source: pubmed.ncbi.nlm.nih.gov] 2007-07-02: The 171 Emergency Line is a voice message board service provided by NTT that is available when a disaster such as an earthquake or volcanic eruption occurs. [Source: jp.usembassy.gov]; A study investigated the causes of European and U.S. flood disaster deaths (1989–2002) as well as circumstances surrounding those fatalities. [Source: journals.ametsoc.org]; The Federal Emergency Management Agency (FEMA) and the US Department of Homeland Security provide resources for disaster planning and emergency management. [Source: www.ahfc.us]; The US government has implemented Cell Broadcast Technology for emergency alert notifications. [Source: www.fcc.gov];\"]"}
-{"batch_x": [170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0], "batch_y": [212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174]], "batch_text": "['Available facts are as follows: 2007-08-20: The State of Illinois has achieved National Emergency Management re-accreditation [Source: iemaohs.illinois.gov]; The United States Computer Emergency Readiness Team has a role in disaster management [Source: www.dhs.gov]; The Division of Emergency Management in North Carolina may identify areas of risk in advance of a declared disaster or emergency [Source: www.ncleg.net]; The State Emergency Registry of Volunteers in Georgia (SERVGA) is a system for emergency response and public safety organizations during a disaster [Source: www.servga.gov]; The US government has made preparations for a potential pandemic flu outbreak, including hazards training and exercises [Source: georgewbush-whitehouse.archives.gov] 2007-08-13: Objective facts about the Climate and Disaster situation:The US Federal Emergency Management Agency (FEMA) provides assistance in emergency responses, including disaster assistance policy and regional headquarters support. [Source: www.fema.gov]The Defense Coordination Element (DCE) works towards recovery in disaster response missions, collocated with FEMA regional headquarters. [Source: www.northcom.mil]The health sector plays a crucial role in planning and response to disasters, including declaring emergencies and activating mass casualty plans. [Source: www.atsdr.cdc.gov] 2007-08-06: The United States government has a Disaster Emergency Fund Code (DEFC) for emergency and disaster responses. [Source: www.usaspending.gov]; Tornadoes are a severe storm that can trigger emergency or disaster signals. [Source: ready.illinois.gov]; The United States has committed $4.6 billion to the global fight against AIDS and disaster relief in Fiscal Year 2007. [Source: 2001-2009.state.gov]; Emergency kits and supply checklists are essential for disaster preparedness. [Source: ready.illinois.gov]; The State Disaster Relief Fund provides assistance for state emergencies and disasters. [Source: www.in.gov] 2007-07-30: The Federal Emergency Management Agency (FEMA) encourages State and local governments to prepare for natural, technological, and man-made disasters. [Source]; The Emergency Operations Plan (EOP) serves as a framework for mitigation, preparedness, response, and recovery to natural, technological, and man-made disasters. [Source]; The Disaster Relief and Emergency Assistance Act provides federal assistance to states and local governments in response to disasters. [Source];'\n 'Available facts are as follows: 2007-08-20: The State of Illinois has achieved National Emergency Management re-accreditation [Source: iemaohs.illinois.gov]; The United States Computer Emergency Readiness Team has a role in disaster management [Source: www.dhs.gov]; The Division of Emergency Management in North Carolina may identify areas of risk in advance of a declared disaster or emergency [Source: www.ncleg.net]; The State Emergency Registry of Volunteers in Georgia (SERVGA) is a system for emergency response and public safety organizations during a disaster [Source: www.servga.gov]; The US government has made preparations for a potential pandemic flu outbreak, including hazards training and exercises [Source: georgewbush-whitehouse.archives.gov] 2007-08-13: Objective facts about the Climate and Disaster situation:The US Federal Emergency Management Agency (FEMA) provides assistance in emergency responses, including disaster assistance policy and regional headquarters support. [Source: www.fema.gov]The Defense Coordination Element (DCE) works towards recovery in disaster response missions, collocated with FEMA regional headquarters. [Source: www.northcom.mil]The health sector plays a crucial role in planning and response to disasters, including declaring emergencies and activating mass casualty plans. [Source: www.atsdr.cdc.gov] 2007-08-06: The United States government has a Disaster Emergency Fund Code (DEFC) for emergency and disaster responses. [Source: www.usaspending.gov]; Tornadoes are a severe storm that can trigger emergency or disaster signals. [Source: ready.illinois.gov]; The United States has committed $4.6 billion to the global fight against AIDS and disaster relief in Fiscal Year 2007. [Source: 2001-2009.state.gov]; Emergency kits and supply checklists are essential for disaster preparedness. [Source: ready.illinois.gov]; The State Disaster Relief Fund provides assistance for state emergencies and disasters. [Source: www.in.gov] 2007-07-30: The Federal Emergency Management Agency (FEMA) encourages State and local governments to prepare for natural, technological, and man-made disasters. [Source]; The Emergency Operations Plan (EOP) serves as a framework for mitigation, preparedness, response, and recovery to natural, technological, and man-made disasters. [Source]; The Disaster Relief and Emergency Assistance Act provides federal assistance to states and local governments in response to disasters. [Source];']"}
-{"batch_x": [236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0], "batch_y": [263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339]], "batch_text": "['Available facts are as follows: 2007-09-24: The U.S. Army Corps of Engineers is involved in debris management, removing debris caused by natural or manmade disasters. [Source: www.usace.army.mil]; The Department of Agriculture has disaster resources placed around the state that can be mobilized quickly in emergencies. [Source: www.nj.gov]; The President of the United States has claimed emergency powers in times of national emergency, although the Constitution does not expressly grant these powers. [Source: www.law.cornell.edu]; Conflict and emerging infectious diseases can occur in protracted and post-conflict emergencies. [Source: www.ncbi.nlm.nih.gov]; Areas declared disaster areas by Federal, State, or local officials can receive waivers and emergency funding. [Source: www.govinfo.gov] 2007-09-17: The United States Federal Emergency Management Agency (FEMA) has numerous detainment camps throughout the United States. [Source: www.geopoliticalmonitor.com]; The Office on Disaster Assistance Administration is responsible for emergency representative to other Federal, State, and local organizations. [Source: aspe.hhs.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk through its mission. [Source: www.usace.army.mil] 2007-09-10: The United States has sustained 78 weather-related disasters with overall damages and costs exceeding one billion dollars for each event since 1980. [Source: extension.unr.edu] 2007-09-03: Flooding is the most pervasive natural disaster in the United States. [Source: www.esri.com];'\n 'Available facts are as follows: 2007-09-24: The U.S. Army Corps of Engineers is involved in debris management, removing debris caused by natural or manmade disasters. [Source: www.usace.army.mil]; The Department of Agriculture has disaster resources placed around the state that can be mobilized quickly in emergencies. [Source: www.nj.gov]; The President of the United States has claimed emergency powers in times of national emergency, although the Constitution does not expressly grant these powers. [Source: www.law.cornell.edu]; Conflict and emerging infectious diseases can occur in protracted and post-conflict emergencies. [Source: www.ncbi.nlm.nih.gov]; Areas declared disaster areas by Federal, State, or local officials can receive waivers and emergency funding. [Source: www.govinfo.gov] 2007-09-17: The United States Federal Emergency Management Agency (FEMA) has numerous detainment camps throughout the United States. [Source: www.geopoliticalmonitor.com]; The Office on Disaster Assistance Administration is responsible for emergency representative to other Federal, State, and local organizations. [Source: aspe.hhs.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk through its mission. [Source: www.usace.army.mil] 2007-09-10: The United States has sustained 78 weather-related disasters with overall damages and costs exceeding one billion dollars for each event since 1980. [Source: extension.unr.edu] 2007-09-03: Flooding is the most pervasive natural disaster in the United States. [Source: www.esri.com];']"}
-{"batch_x": [553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0], "batch_y": [462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114]], "batch_text": "['Available facts are as follows: 2007-10-22: The United States has legislation in place for disaster relief and emergency assistance, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source]; Emergency management plans are in place, including drills and training, to test response phases and prepare for disasters. [Source]; Cities and states have contracts and plans in place for disaster debris removal and emergency services. [Source]; Organizations, such as the American Red Cross, provide support for disaster responders and affected employees. [Source]; Resources are available for animal emergency support services, including training manuals and response teams. [Source] 2007-10-15: Objective facts about the Climate and Disaster situation:The United States has experienced significant disasters in the past, such as Hurricane Katrina and the September 11 attacks, which have led to the development of emergency preparedness and response policies. [Source: irp.fas.org] 2007-10-08: The United States has laws and regulations in place to reduce national vulnerability to natural disasters, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source: www.ecfr.gov]; There are various organizations and teams dedicated to emergency management and disaster response, including the Virginia State Animal Response Team and the Region 5 Regional Response Team. [Source: virginiasart.org, rrt5.org]; The American Red Cross and the National Oceanic and Atmospheric Administration are involved in disaster risk reduction and emergency management efforts in the United States. [Source: www.unisdr.org] 2007-10-01: The United States has experienced severe natural disasters, including Hurricane Katrina, which was one of the worst natural disasters in terms of casualties, suffering, and financial cost. [Source]; Freshwater floods accounted for more than half (59%) of all flood-related deaths in the United States. [Source];'\n 'Available facts are as follows: 2007-10-22: The United States has legislation in place for disaster relief and emergency assistance, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source]; Emergency management plans are in place, including drills and training, to test response phases and prepare for disasters. [Source]; Cities and states have contracts and plans in place for disaster debris removal and emergency services. [Source]; Organizations, such as the American Red Cross, provide support for disaster responders and affected employees. [Source]; Resources are available for animal emergency support services, including training manuals and response teams. [Source] 2007-10-15: Objective facts about the Climate and Disaster situation:The United States has experienced significant disasters in the past, such as Hurricane Katrina and the September 11 attacks, which have led to the development of emergency preparedness and response policies. [Source: irp.fas.org] 2007-10-08: The United States has laws and regulations in place to reduce national vulnerability to natural disasters, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source: www.ecfr.gov]; There are various organizations and teams dedicated to emergency management and disaster response, including the Virginia State Animal Response Team and the Region 5 Regional Response Team. [Source: virginiasart.org, rrt5.org]; The American Red Cross and the National Oceanic and Atmospheric Administration are involved in disaster risk reduction and emergency management efforts in the United States. [Source: www.unisdr.org] 2007-10-01: The United States has experienced severe natural disasters, including Hurricane Katrina, which was one of the worst natural disasters in terms of casualties, suffering, and financial cost. [Source]; Freshwater floods accounted for more than half (59%) of all flood-related deaths in the United States. [Source];']"}
-{"batch_x": [532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0], "batch_y": [259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2007-11-19: The United States Federal Government provides emergency loans to eligible family farmers affected by disasters through the Farm Service Agency. [Source: www.fsa.usda.gov]; The PNG Defence Force plays a role in the coordination of disaster response under the State of Emergency Act. [Source: reliefweb.int]; The United States government has a comprehensive emergency management plan, including disaster assistance plans and flood insurance rate maps. [Source: www.msema.org] 2007-11-12: The Stafford Disaster Relief and Emergency Assistance Act is a key legislation related to disaster preparedness and response in the United States. [Source]; The Alberta Emergency Management Agency is responsible for leading and overseeing emergency and disaster prevention, preparedness, and responses in Alberta, Canada. [Source]; The Federal Emergency Management Agency (FEMA) and the United States Department of Homeland Security are key agencies involved in disaster preparedness and response in the United States. [Source] 2007-11-05: The United States has official guidelines and regulations for disaster and emergency response, including Presidential declarations and local area set-asides for contracts. [Source: www.acquisition.gov, www.law.cornell.edu] 2007-10-29: The California Environmental Protection Agency (CalEPA) is National Incident Management System (NIMS) compliant for emergency preparedness and operates as a state agency with emergency response capabilities. [Source: calepa.ca.gov]; The American Red Cross provides disaster relief and teaches lifesaving skills to people, helping them prevent and prepare for emergencies. [Source: www.redcross.org]; The California State Board of Pharmacy has extended waivers issued by the Board beyond the end of the COVID-19 State of Emergency and provides guidance on disaster planning and emergency evacuation. [Source: www.pharmacy.ca.gov]; The Stimson Center aims to cultivate a culture of preparedness in the United States to reduce the human impact of disasters and improve emergency response and recovery. [Source: www.stimson.org]; The National Guard and Nebraska Emergency Management Agency coordinate state and federal emergency planning and disaster response efforts. [Source: www.nationalguard.mil]; The US Northern Command provides unique Department of Defense (DoD) capabilities for disaster response and supports state and federal emergency response efforts. [Source: www.northcom.mil]; The US Department of Transportation provides emergency relief funding to help pay for rebuilding infrastructure damaged in disasters, such as the I-35W bridge collapse. [Source: highways.dot.gov]; The Department of Homeland Security's Federal Emergency Management Agency (FEMA) relies on High Frequency (HF) communications to support its disaster recovery mission. [Source: www.ntia.gov]; The Montana Extension Disaster Education Network provides agro-security and agro-emergency preparedness assistance to agricultural communities. [Source: animalrangeextension.montana.edu]; USA Mobility Wireless, Inc. provides critical communication services during emergency situations or disasters when other communication platforms fail. [Source: www.fcc.gov];\"\n \"Available facts are as follows: 2007-11-19: The United States Federal Government provides emergency loans to eligible family farmers affected by disasters through the Farm Service Agency. [Source: www.fsa.usda.gov]; The PNG Defence Force plays a role in the coordination of disaster response under the State of Emergency Act. [Source: reliefweb.int]; The United States government has a comprehensive emergency management plan, including disaster assistance plans and flood insurance rate maps. [Source: www.msema.org] 2007-11-12: The Stafford Disaster Relief and Emergency Assistance Act is a key legislation related to disaster preparedness and response in the United States. [Source]; The Alberta Emergency Management Agency is responsible for leading and overseeing emergency and disaster prevention, preparedness, and responses in Alberta, Canada. [Source]; The Federal Emergency Management Agency (FEMA) and the United States Department of Homeland Security are key agencies involved in disaster preparedness and response in the United States. [Source] 2007-11-05: The United States has official guidelines and regulations for disaster and emergency response, including Presidential declarations and local area set-asides for contracts. [Source: www.acquisition.gov, www.law.cornell.edu] 2007-10-29: The California Environmental Protection Agency (CalEPA) is National Incident Management System (NIMS) compliant for emergency preparedness and operates as a state agency with emergency response capabilities. [Source: calepa.ca.gov]; The American Red Cross provides disaster relief and teaches lifesaving skills to people, helping them prevent and prepare for emergencies. [Source: www.redcross.org]; The California State Board of Pharmacy has extended waivers issued by the Board beyond the end of the COVID-19 State of Emergency and provides guidance on disaster planning and emergency evacuation. [Source: www.pharmacy.ca.gov]; The Stimson Center aims to cultivate a culture of preparedness in the United States to reduce the human impact of disasters and improve emergency response and recovery. [Source: www.stimson.org]; The National Guard and Nebraska Emergency Management Agency coordinate state and federal emergency planning and disaster response efforts. [Source: www.nationalguard.mil]; The US Northern Command provides unique Department of Defense (DoD) capabilities for disaster response and supports state and federal emergency response efforts. [Source: www.northcom.mil]; The US Department of Transportation provides emergency relief funding to help pay for rebuilding infrastructure damaged in disasters, such as the I-35W bridge collapse. [Source: highways.dot.gov]; The Department of Homeland Security's Federal Emergency Management Agency (FEMA) relies on High Frequency (HF) communications to support its disaster recovery mission. [Source: www.ntia.gov]; The Montana Extension Disaster Education Network provides agro-security and agro-emergency preparedness assistance to agricultural communities. [Source: animalrangeextension.montana.edu]; USA Mobility Wireless, Inc. provides critical communication services during emergency situations or disasters when other communication platforms fail. [Source: www.fcc.gov];\"]"}
-{"batch_x": [287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0], "batch_y": [318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975]], "batch_text": "['Available facts are as follows: 2007-12-24: The EM-DAT database tracks disasters with at least one of the following criteria: 10 fatalities, 100 affected people, a declaration of state of emergency, or a call for international assistance. [Source]; The UNDAC System, managed by OCHA, supports member states in coordinating disaster response during the first phase of a sudden-onset disaster. [Source]; The Hazardous Materials Emergency Planning Guide, issued by the U.S. National Response Team (NRT), suggests the use of exercises in the planning process for chemical emergency preparedness programs. [Source] 2007-12-17: The United States experienced several disasters in 2007, including a tornado in Greensburg, Kansas, and an ice storm across the state. [Source] 2007-12-10: The United States has a history of disaster incidents and outbreaks, with a focus on emergency medical services, transportation, and preparedness. [Source: pubmed.ncbi.nlm.nih.gov, emergency.cdc.gov, scholarworks.calstate.edu] 2007-12-03: The United States has experienced catastrophic disasters, such as Hurricane Katrina, which demonstrate the importance of preparedness and response at the state, local, and federal levels. [Source: www.hsgac.senate.gov]; International non-governmental organizations (INGOs) played a significant role in responding to Hurricane Katrina, highlighting the importance of collaboration in disaster response. [Source: www.eng.uc.edu]; The Emergency Management Assistance Compact (EMAC) aims to enhance state and local capacities to deal with catastrophic disasters. [Source: www.jstor.org]; The U.S. Department of Homeland Security and the Federal Emergency Management Agency (FEMA) play key roles in leading the response to disasters, including hurricanes. [Source: www.fema.gov];'\n 'Available facts are as follows: 2007-12-24: The EM-DAT database tracks disasters with at least one of the following criteria: 10 fatalities, 100 affected people, a declaration of state of emergency, or a call for international assistance. [Source]; The UNDAC System, managed by OCHA, supports member states in coordinating disaster response during the first phase of a sudden-onset disaster. [Source]; The Hazardous Materials Emergency Planning Guide, issued by the U.S. National Response Team (NRT), suggests the use of exercises in the planning process for chemical emergency preparedness programs. [Source] 2007-12-17: The United States experienced several disasters in 2007, including a tornado in Greensburg, Kansas, and an ice storm across the state. [Source] 2007-12-10: The United States has a history of disaster incidents and outbreaks, with a focus on emergency medical services, transportation, and preparedness. [Source: pubmed.ncbi.nlm.nih.gov, emergency.cdc.gov, scholarworks.calstate.edu] 2007-12-03: The United States has experienced catastrophic disasters, such as Hurricane Katrina, which demonstrate the importance of preparedness and response at the state, local, and federal levels. [Source: www.hsgac.senate.gov]; International non-governmental organizations (INGOs) played a significant role in responding to Hurricane Katrina, highlighting the importance of collaboration in disaster response. [Source: www.eng.uc.edu]; The Emergency Management Assistance Compact (EMAC) aims to enhance state and local capacities to deal with catastrophic disasters. [Source: www.jstor.org]; The U.S. Department of Homeland Security and the Federal Emergency Management Agency (FEMA) play key roles in leading the response to disasters, including hurricanes. [Source: www.fema.gov];']"}
-{"batch_x": [220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0], "batch_y": [235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2008-01-21: There are various government agencies and organizations in the United States that provide emergency assistance and disaster response, such as FEMA, USAID/OFDA, and the VHA Office of Emergency Management. [Source] 2008-01-14: The Stafford Disaster Relief and Emergency Assistance Act defines an emergency as any occasion or instance that requires Federal assistance, as determined by the President. [Source: www.fema.gov]; The United States government has various agencies and programs in place to respond to disasters and emergencies, including FEMA, GEMA/HS, and the Office of Preparedness for Disasters and Emergencies. [Source: www.fema.gov, gema.georgia.gov, fts.unocha.org] 2008-01-07: The United States government has established emergency management systems, such as NIMS and ICS, to respond to disasters. [Source: www.norfolk.gov]; Hurricane Katrina was the deadliest hurricane in the US in seven decades and the most expensive natural disaster in US history, affecting over 500,000 people. [Source: www.ncbi.nlm.nih.gov] 2007-12-31: The United States has a system of emergency preparedness for the protection of life and property, as outlined in the Stafford Act. [Source: www.nps.gov]; The National Response Framework (NRF) guides how the U.S. Government responds to disasters. [Source: www.fema.gov]; FEMA provides rebuilding services to neighborhoods and enters into long-term recovery partnerships following disasters. [Source: www.fema.gov]; The U.S. Government does not provide disaster assistance to the Republic of Palau, in accordance with the Compact of Free Association. [Source: www.fema.gov];'\n 'Available facts are as follows: 2008-01-21: There are various government agencies and organizations in the United States that provide emergency assistance and disaster response, such as FEMA, USAID/OFDA, and the VHA Office of Emergency Management. [Source] 2008-01-14: The Stafford Disaster Relief and Emergency Assistance Act defines an emergency as any occasion or instance that requires Federal assistance, as determined by the President. [Source: www.fema.gov]; The United States government has various agencies and programs in place to respond to disasters and emergencies, including FEMA, GEMA/HS, and the Office of Preparedness for Disasters and Emergencies. [Source: www.fema.gov, gema.georgia.gov, fts.unocha.org] 2008-01-07: The United States government has established emergency management systems, such as NIMS and ICS, to respond to disasters. [Source: www.norfolk.gov]; Hurricane Katrina was the deadliest hurricane in the US in seven decades and the most expensive natural disaster in US history, affecting over 500,000 people. [Source: www.ncbi.nlm.nih.gov] 2007-12-31: The United States has a system of emergency preparedness for the protection of life and property, as outlined in the Stafford Act. [Source: www.nps.gov]; The National Response Framework (NRF) guides how the U.S. Government responds to disasters. [Source: www.fema.gov]; FEMA provides rebuilding services to neighborhoods and enters into long-term recovery partnerships following disasters. [Source: www.fema.gov]; The U.S. Government does not provide disaster assistance to the Republic of Palau, in accordance with the Compact of Free Association. [Source: www.fema.gov];']"}
-{"batch_x": [196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0], "batch_y": [332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2008-02-18: The United States National Response Framework (NRF) is part of the National Strategy for Homeland Security and guides how the nation responds to all types of disasters and emergencies. [Source]; About 1,000 tornadoes touch down in the United States every year. [Source]; The report, Public Health Preparedness: Mobilizing State by State, highlights the importance of emergency preparedness. [Source] 2008-02-11: The Federal Emergency Management Agency (FEMA) is a U.S. government agency tasked with disaster mitigation, preparedness, response, and recovery planning. [Source: www.statearchivists.org]; The U.S. Fire Administration (USFA) is an entity of FEMA, with a mission to reduce life and economic losses due to fire and other emergencies. [Source: www.usfa.fema.gov]; The United States has a system of emergency and disaster response, with local, state, and federal agencies involved. [Source: www.diversitypreparedness.org]; Family emergency preparedness plans are essential to limit the impact of disasters on individuals and families. [Source: cms5.revize.com] 2008-02-04: Objective facts about the Climate and Disaster situation:The Emergency Management Assistance Compact (EMAC) was established in 2008 to facilitate mutual aid among states in responding to disasters. [Source: www.fema.gov]The U.S. Department of Labor\\'s Occupational Safety and Health Administration (OSHA) published a \"Katrina Booklet\" in 2008, which contains general information on hazards that volunteers should be aware of when responding to natural disasters. [Source: www.osha.gov]The National Weather Service (NWS) conducted a service assessment of the Super Tuesday Tornado Outbreak of February 2008, which affected the southeastern United States. [Source: www.weather.gov] 2008-01-28: The Stafford Act describes the programs and processes by which the Federal Government provides disaster and emergency assistance to State and local governments. [Source: www.fema.gov]; The Federal Emergency Management Agency (FEMA) works with Federal, State, and local emergency response and homeland security officials to develop emergency response plans. [Source: www.fema.gov]; The Hawaii Department of Defense, including the Hawaii National Guard and Hawaii Emergency Management Agency, is responsible for emergency management in Hawaii. [Source: dod.hawaii.gov]; The US Department of Health and Human Services provides additional emergency capacity during disasters. [Source: ldh.la.gov]; Mass evacuation planning is a critical component of disaster response, and communication is a key factor in successful evacuation. [Source: pubmed.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2008-02-18: The United States National Response Framework (NRF) is part of the National Strategy for Homeland Security and guides how the nation responds to all types of disasters and emergencies. [Source]; About 1,000 tornadoes touch down in the United States every year. [Source]; The report, Public Health Preparedness: Mobilizing State by State, highlights the importance of emergency preparedness. [Source] 2008-02-11: The Federal Emergency Management Agency (FEMA) is a U.S. government agency tasked with disaster mitigation, preparedness, response, and recovery planning. [Source: www.statearchivists.org]; The U.S. Fire Administration (USFA) is an entity of FEMA, with a mission to reduce life and economic losses due to fire and other emergencies. [Source: www.usfa.fema.gov]; The United States has a system of emergency and disaster response, with local, state, and federal agencies involved. [Source: www.diversitypreparedness.org]; Family emergency preparedness plans are essential to limit the impact of disasters on individuals and families. [Source: cms5.revize.com] 2008-02-04: Objective facts about the Climate and Disaster situation:The Emergency Management Assistance Compact (EMAC) was established in 2008 to facilitate mutual aid among states in responding to disasters. [Source: www.fema.gov]The U.S. Department of Labor\\'s Occupational Safety and Health Administration (OSHA) published a \"Katrina Booklet\" in 2008, which contains general information on hazards that volunteers should be aware of when responding to natural disasters. [Source: www.osha.gov]The National Weather Service (NWS) conducted a service assessment of the Super Tuesday Tornado Outbreak of February 2008, which affected the southeastern United States. [Source: www.weather.gov] 2008-01-28: The Stafford Act describes the programs and processes by which the Federal Government provides disaster and emergency assistance to State and local governments. [Source: www.fema.gov]; The Federal Emergency Management Agency (FEMA) works with Federal, State, and local emergency response and homeland security officials to develop emergency response plans. [Source: www.fema.gov]; The Hawaii Department of Defense, including the Hawaii National Guard and Hawaii Emergency Management Agency, is responsible for emergency management in Hawaii. [Source: dod.hawaii.gov]; The US Department of Health and Human Services provides additional emergency capacity during disasters. [Source: ldh.la.gov]; Mass evacuation planning is a critical component of disaster response, and communication is a key factor in successful evacuation. [Source: pubmed.ncbi.nlm.nih.gov];']"}
-{"batch_x": [343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0], "batch_y": [327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2008-03-24: The National Guard was mobilized for a domestic emergency in response to a disaster, which was an unprecedented event. [Source: www.nationalguard.mil]; The Washington State Military Department and the Emergency Management Division collaborated to produce a document on disaster tips for the deaf and hard of hearing. [Source: doh.wa.gov]; The Wisconsin Emergency Management organization provides resources and training for emergency and disaster preparedness. [Source: wem.wi.gov]; The National Weather Service provides severe weather safety tips and forecasts. [Source: www.weather.gov]; Local emergency management agencies, such as those in Swift County, MN, and Geneva County, AL, are responsible for disaster mitigation, response, and recovery. [Source: www.swiftcounty.com, genevacountyal.gov]; The Limestone County, AL EMA works with local, state, and federal agencies to provide emergency services and disaster response. [Source: limestonecounty-al.gov, limestonecountyema-al.gov] 2008-03-17: The American Nurses Association has developed guidance on adapting standards of care under extreme conditions, such as disasters. [Source: www.nursingworld.org]; The Connecticut WaterWastewater Agency Response Network (CtWARN) aims to support and promote statewide emergency preparedness, disaster response, and mutual assistance for public and private water and wastewater utilities. [Source: portal.ct.gov]; The US Fire Administration has developed a firefighter autopsy protocol for emergency response situations, including disasters. [Source: www.usfa.fema.gov]; The Federal PETS Act of 2006 and PKEMRA aim to ensure that State and local emergency preparedness operational plans address the needs of individuals with pets during disasters. [Source: www.hsdl.org]; The National Flood Insurance Program provides flood insurance to homeowners and businesses, and helps communities develop floodplain management plans to mitigate flood risks. [Source: agents.floodsmart.gov]; The US Department of Veterans Affairs has a mobile pharmacy program to support veterans and their families during major emergencies, including natural disasters. [Source: www.cleggind.com]; The Livestock Compensation Program (LCP) provides financial assistance to livestock producers who suffer losses due to eligible disasters. [Source: www.fsa.usda.gov] 2008-03-10: Objective facts about the Climate and Disaster situation:The Stafford Disaster Relief and Emergency Assistance Act (Public Law 100-707) provides funding for disaster relief and emergency assistance, including evacuation costs and assistance. [Source]The National Disaster Risk Management Policy includes training for emergency/disaster response teams and declaration of a state of disaster, which conveys certain powers on the authorities. [Source] 2008-03-03: Objective facts about the Climate and Disaster situation: Federal service Governors will retain sufficient manpower and resources in their states for homeland security, disaster, and emergency response missions. [Source: www.sheriffs.org];'\n 'Available facts are as follows: 2008-03-24: The National Guard was mobilized for a domestic emergency in response to a disaster, which was an unprecedented event. [Source: www.nationalguard.mil]; The Washington State Military Department and the Emergency Management Division collaborated to produce a document on disaster tips for the deaf and hard of hearing. [Source: doh.wa.gov]; The Wisconsin Emergency Management organization provides resources and training for emergency and disaster preparedness. [Source: wem.wi.gov]; The National Weather Service provides severe weather safety tips and forecasts. [Source: www.weather.gov]; Local emergency management agencies, such as those in Swift County, MN, and Geneva County, AL, are responsible for disaster mitigation, response, and recovery. [Source: www.swiftcounty.com, genevacountyal.gov]; The Limestone County, AL EMA works with local, state, and federal agencies to provide emergency services and disaster response. [Source: limestonecounty-al.gov, limestonecountyema-al.gov] 2008-03-17: The American Nurses Association has developed guidance on adapting standards of care under extreme conditions, such as disasters. [Source: www.nursingworld.org]; The Connecticut WaterWastewater Agency Response Network (CtWARN) aims to support and promote statewide emergency preparedness, disaster response, and mutual assistance for public and private water and wastewater utilities. [Source: portal.ct.gov]; The US Fire Administration has developed a firefighter autopsy protocol for emergency response situations, including disasters. [Source: www.usfa.fema.gov]; The Federal PETS Act of 2006 and PKEMRA aim to ensure that State and local emergency preparedness operational plans address the needs of individuals with pets during disasters. [Source: www.hsdl.org]; The National Flood Insurance Program provides flood insurance to homeowners and businesses, and helps communities develop floodplain management plans to mitigate flood risks. [Source: agents.floodsmart.gov]; The US Department of Veterans Affairs has a mobile pharmacy program to support veterans and their families during major emergencies, including natural disasters. [Source: www.cleggind.com]; The Livestock Compensation Program (LCP) provides financial assistance to livestock producers who suffer losses due to eligible disasters. [Source: www.fsa.usda.gov] 2008-03-10: Objective facts about the Climate and Disaster situation:The Stafford Disaster Relief and Emergency Assistance Act (Public Law 100-707) provides funding for disaster relief and emergency assistance, including evacuation costs and assistance. [Source]The National Disaster Risk Management Policy includes training for emergency/disaster response teams and declaration of a state of disaster, which conveys certain powers on the authorities. [Source] 2008-03-03: Objective facts about the Climate and Disaster situation: Federal service Governors will retain sufficient manpower and resources in their states for homeland security, disaster, and emergency response missions. [Source: www.sheriffs.org];']"}
-{"batch_x": [212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0], "batch_y": [144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2008-04-21: The United States has experienced various disasters and emergency situations, including Hurricane Katrina, which highlighted the importance of emergency preparedness and response. [Source: hazards.colorado.edu] 2008-04-14: The Federal Emergency Management Agency (FEMA) is working with eight states in the New Madrid Seismic Zone (NMSZ) in the central United States on a catastrophic contingency plan. [Source: www.fema.gov]; Local communities in the United States have reacted to heat wave emergencies, and certification may be required for federal or state disaster relief. [Source: ww2.arb.ca.gov]; The United States has been declared free of canine rabies virus variant transmission, but multiple viral variants are maintained in wild mammal populations. [Source: www.cdc.gov] 2008-04-07: The United States experienced flooding in June 2008, resulting in disaster declarations in several states through the Federal Emergency Management Agency (FEMA). [Source: www.weather.gov]; Emergency physicians, nurses, and emergency medical services (EMS) personnel have often been the first source for medical treatment during disasters in the United States. [Source: www.ncbi.nlm.nih.gov] 2008-03-31: The United States Army Corps of Engineers has a website that provides information on disaster response and emergency management. [Source: www.usace.army.mil]; After Hurricane Katrina, the Mississippi DEQ issued an Emergency Order 5062 05 to address disaster debris removal. [Source: sgp.fas.org]; The Office of Emergency Management in Rabun County, Georgia is responsible for responding to natural and man-made disasters. [Source: rabuncounty.ga.gov]; UNICEF provides emergency response and clean water projects in disaster-stricken areas, such as Mozambique. [Source: www.unicefusa.org]; The Naval Support Activity Mid-South is headquartered onboard NSA Mid-South and includes the Navy Personnel Command, Navy Recruiting Command, and the U.S. Army Corps of Engineers. [Source: cnrse.cnic.navy.mil]; The State of New Jersey has a disaster and emergency preparedness guide, which includes information on medical examiner services. [Source: nj.gov];'\n 'Available facts are as follows: 2008-04-21: The United States has experienced various disasters and emergency situations, including Hurricane Katrina, which highlighted the importance of emergency preparedness and response. [Source: hazards.colorado.edu] 2008-04-14: The Federal Emergency Management Agency (FEMA) is working with eight states in the New Madrid Seismic Zone (NMSZ) in the central United States on a catastrophic contingency plan. [Source: www.fema.gov]; Local communities in the United States have reacted to heat wave emergencies, and certification may be required for federal or state disaster relief. [Source: ww2.arb.ca.gov]; The United States has been declared free of canine rabies virus variant transmission, but multiple viral variants are maintained in wild mammal populations. [Source: www.cdc.gov] 2008-04-07: The United States experienced flooding in June 2008, resulting in disaster declarations in several states through the Federal Emergency Management Agency (FEMA). [Source: www.weather.gov]; Emergency physicians, nurses, and emergency medical services (EMS) personnel have often been the first source for medical treatment during disasters in the United States. [Source: www.ncbi.nlm.nih.gov] 2008-03-31: The United States Army Corps of Engineers has a website that provides information on disaster response and emergency management. [Source: www.usace.army.mil]; After Hurricane Katrina, the Mississippi DEQ issued an Emergency Order 5062 05 to address disaster debris removal. [Source: sgp.fas.org]; The Office of Emergency Management in Rabun County, Georgia is responsible for responding to natural and man-made disasters. [Source: rabuncounty.ga.gov]; UNICEF provides emergency response and clean water projects in disaster-stricken areas, such as Mozambique. [Source: www.unicefusa.org]; The Naval Support Activity Mid-South is headquartered onboard NSA Mid-South and includes the Navy Personnel Command, Navy Recruiting Command, and the U.S. Army Corps of Engineers. [Source: cnrse.cnic.navy.mil]; The State of New Jersey has a disaster and emergency preparedness guide, which includes information on medical examiner services. [Source: nj.gov];']"}
-{"batch_x": [263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0], "batch_y": [269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2008-05-26: The Indiana Department of Health Division of Emergency Preparedness provides contact information for emergency preparedness. [Source: www.in.gov]; The National Criteria for Evacuation Decision-making in Nursing Homes aims to assist State and County Emergency responders in disaster response. [Source: www.hcanj.org]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides guidelines for disaster relief and emergency assistance. [Source: www.fema.gov]; The Illinois Emergency Management Agency (IEMA) conducts assessments of flood impacts on local governments. [Source: www.illinois.gov]; The 42 U.S. Code § 5170a coordinates Federal disaster relief assistance, including voluntary assistance. [Source: www.law.cornell.edu] 2008-05-19: The U.S. Army Corps of Engineers can provide temporary emergency power following a natural disaster or emergency. [Source: www.usace.army.mil]; The U.S. Army Emergency Relief can assist with expenses associated with natural disaster preparations. [Source: www.militaryonesource.mil]; The SBA faced unprecedented demands for its disaster loan assistance services in the wake of Hurricanes Katrina, Rita, and Wilma in 2005 and 2006. [Source: www.sbc.senate.gov] 2008-05-12: The American Red Cross (ARC) and government agencies are involved in disaster relief efforts in the United States. [Source]; Emergency preparation and response are crucial in states prone to natural disasters, such as hurricanes. [Source]; The U.S. Air Force and other organizations provide humanitarian assistance to disaster-stricken areas. [Source] 2008-05-05: NA.;'\n 'Available facts are as follows: 2008-05-26: The Indiana Department of Health Division of Emergency Preparedness provides contact information for emergency preparedness. [Source: www.in.gov]; The National Criteria for Evacuation Decision-making in Nursing Homes aims to assist State and County Emergency responders in disaster response. [Source: www.hcanj.org]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides guidelines for disaster relief and emergency assistance. [Source: www.fema.gov]; The Illinois Emergency Management Agency (IEMA) conducts assessments of flood impacts on local governments. [Source: www.illinois.gov]; The 42 U.S. Code § 5170a coordinates Federal disaster relief assistance, including voluntary assistance. [Source: www.law.cornell.edu] 2008-05-19: The U.S. Army Corps of Engineers can provide temporary emergency power following a natural disaster or emergency. [Source: www.usace.army.mil]; The U.S. Army Emergency Relief can assist with expenses associated with natural disaster preparations. [Source: www.militaryonesource.mil]; The SBA faced unprecedented demands for its disaster loan assistance services in the wake of Hurricanes Katrina, Rita, and Wilma in 2005 and 2006. [Source: www.sbc.senate.gov] 2008-05-12: The American Red Cross (ARC) and government agencies are involved in disaster relief efforts in the United States. [Source]; Emergency preparation and response are crucial in states prone to natural disasters, such as hurricanes. [Source]; The U.S. Air Force and other organizations provide humanitarian assistance to disaster-stricken areas. [Source] 2008-05-05: NA.;']"}
-{"batch_x": [462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0], "batch_y": [471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2008-06-23: Objective facts about the Climate and Disaster situation: The State of Wisconsin has an Emergency Response Plan (WERP) in place to respond to disasters, which includes a Disaster Recovery Center (DRC) [Source: wem.wi.gov]. Emergency Relief programs, such as those in Michigan, provide financial assistance and contracts with nonprofit organizations to help individuals affected by disasters [Source: www.michigan.gov]. 2008-06-16: The term \"natural disaster\" includes wildfires, hurricanes or excessive winds, drought, ice storms or blizzards, floods, or other resource-impacting events. [Source]; In the event of an emergency, the Emergency Operations Center (EOC) is activated to coordinate response efforts. [Source] 2008-06-09: The United States is preparing for potential terrorist attacks, naturally occurring disease outbreaks, and natural disasters, with states planning for emergency preparedness. [Source]; The nation\\'s vulnerability to disasters needs to be reduced, with emergency planning identifying potential disasters and developing contingency plans. [Source]; Federal operations are being coordinated to prepare for, respond to, and recover from terrorist attacks, major disasters, and emergencies. [Source] 2008-06-02: The United States government has disaster assistance programs in place to provide aid in times of disasters and for emergency water conservation measures in severe droughts. [Source: fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) sponsors National Preparedness Month annually to promote emergency preparedness. [Source: www.nsc.org]; The Department of Military Affairs and the Florida National Guard participate in disaster response tests and drills to prepare for emergencies. [Source: www.nationalguard.mil];'\n 'Available facts are as follows: 2008-06-23: Objective facts about the Climate and Disaster situation: The State of Wisconsin has an Emergency Response Plan (WERP) in place to respond to disasters, which includes a Disaster Recovery Center (DRC) [Source: wem.wi.gov]. Emergency Relief programs, such as those in Michigan, provide financial assistance and contracts with nonprofit organizations to help individuals affected by disasters [Source: www.michigan.gov]. 2008-06-16: The term \"natural disaster\" includes wildfires, hurricanes or excessive winds, drought, ice storms or blizzards, floods, or other resource-impacting events. [Source]; In the event of an emergency, the Emergency Operations Center (EOC) is activated to coordinate response efforts. [Source] 2008-06-09: The United States is preparing for potential terrorist attacks, naturally occurring disease outbreaks, and natural disasters, with states planning for emergency preparedness. [Source]; The nation\\'s vulnerability to disasters needs to be reduced, with emergency planning identifying potential disasters and developing contingency plans. [Source]; Federal operations are being coordinated to prepare for, respond to, and recover from terrorist attacks, major disasters, and emergencies. [Source] 2008-06-02: The United States government has disaster assistance programs in place to provide aid in times of disasters and for emergency water conservation measures in severe droughts. [Source: fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) sponsors National Preparedness Month annually to promote emergency preparedness. [Source: www.nsc.org]; The Department of Military Affairs and the Florida National Guard participate in disaster response tests and drills to prepare for emergencies. [Source: www.nationalguard.mil];']"}
-{"batch_x": [259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0], "batch_y": [339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2008-07-21: The Emergency Management Assistance Compact (EMAC) is an agreement among member states to provide assistance after disasters overwhelm a state's capacity to respond. [Source: www.everycrsreport.com]; All 50 states, three territories (U.S. Virgin Islands, Puerto Rico and Guam), and the District of Columbia have enacted legislation to become members of EMAC. [Source: emergency.cdc.gov]; The Emergency Preparedness and Response Unit is dedicated to creating and promoting a state of readiness and prompt response to protect the health of North Dakota. [Source: www.hhs.nd.gov] 2008-07-14: The Federal Emergency Management Agency (FEMA) was established by an executive order in 1979, merging many of the separate disaster-related responsibilities. [Source]; The CDC informs on current public health emergency topics including diseases, infections, and natural disasters through their Recent Outbreaks and Incidents Web page. [Source]; The World Bank approved additional US$ 3 million for disaster risk management in St. Lucia, focusing on emergency preparedness and response, and infrastructure investment. [Source] 2008-07-07: The U.S. civilian disaster agencies are preparing guidelines for the use of warm fresh whole blood transfusion in massive casualty scenarios. [Source: pubmed.ncbi.nlm.nih.gov]; Disaster Routes are pre-identified for use in emergency situations, and the Los Angeles County Public Works department provides information on these routes. [Source: pw.lacounty.gov]; The Internal Revenue Service provides special tax law provisions to help taxpayers and businesses recover financially from the impact of a disaster. [Source: www.irs.gov]; The BioSense System is used to monitor health effects of wildfires, and federal, state, and local public health officials are responsible for emergency response. [Source: www.cdc.gov]; The Tulalip Tribes' Emergency Management department acquires, allocates, and coordinates resources in response to emergencies or disasters on the Tulalip Reservation. [Source: www.tulaliptribes-nsn.gov]; The Conservation Center for Art & Historic Artifacts provides resources for emergency management and disaster response, including developing cooperative disaster networks. [Source: ccaha.org]; The FDA prepares and responds to natural disasters, nuclear and chemical attacks, and other emergencies. [Source: www.fda.gov] 2008-06-30: The United States has various programs and agencies in place to respond to natural disasters and emergencies, including the Federal Emergency Management Agency (FEMA) and the National Flood Insurance Program. [Source: various];\"\n \"Available facts are as follows: 2008-07-21: The Emergency Management Assistance Compact (EMAC) is an agreement among member states to provide assistance after disasters overwhelm a state's capacity to respond. [Source: www.everycrsreport.com]; All 50 states, three territories (U.S. Virgin Islands, Puerto Rico and Guam), and the District of Columbia have enacted legislation to become members of EMAC. [Source: emergency.cdc.gov]; The Emergency Preparedness and Response Unit is dedicated to creating and promoting a state of readiness and prompt response to protect the health of North Dakota. [Source: www.hhs.nd.gov] 2008-07-14: The Federal Emergency Management Agency (FEMA) was established by an executive order in 1979, merging many of the separate disaster-related responsibilities. [Source]; The CDC informs on current public health emergency topics including diseases, infections, and natural disasters through their Recent Outbreaks and Incidents Web page. [Source]; The World Bank approved additional US$ 3 million for disaster risk management in St. Lucia, focusing on emergency preparedness and response, and infrastructure investment. [Source] 2008-07-07: The U.S. civilian disaster agencies are preparing guidelines for the use of warm fresh whole blood transfusion in massive casualty scenarios. [Source: pubmed.ncbi.nlm.nih.gov]; Disaster Routes are pre-identified for use in emergency situations, and the Los Angeles County Public Works department provides information on these routes. [Source: pw.lacounty.gov]; The Internal Revenue Service provides special tax law provisions to help taxpayers and businesses recover financially from the impact of a disaster. [Source: www.irs.gov]; The BioSense System is used to monitor health effects of wildfires, and federal, state, and local public health officials are responsible for emergency response. [Source: www.cdc.gov]; The Tulalip Tribes' Emergency Management department acquires, allocates, and coordinates resources in response to emergencies or disasters on the Tulalip Reservation. [Source: www.tulaliptribes-nsn.gov]; The Conservation Center for Art & Historic Artifacts provides resources for emergency management and disaster response, including developing cooperative disaster networks. [Source: ccaha.org]; The FDA prepares and responds to natural disasters, nuclear and chemical attacks, and other emergencies. [Source: www.fda.gov] 2008-06-30: The United States has various programs and agencies in place to respond to natural disasters and emergencies, including the Federal Emergency Management Agency (FEMA) and the National Flood Insurance Program. [Source: various];\"]"}
-{"batch_x": [318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0], "batch_y": [319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2008-08-25: The Stafford Disaster Relief and Emergency Assistance Act establishes programs and processes for the federal government to provide major disaster and emergency assistance. [Source: www.gao.gov]; Hurricane Katrina struck the US Gulf Coast on August 29, 2005, causing unprecedented damage to numerous communities in Louisiana and Mississippi. [Source: ldh.la.gov] 2008-08-18: NA. 2008-08-11: The United States has experienced significant natural disasters, including Hurricane Katrina, which was the largest natural disaster in living memory, affecting millions of people. [Source: beta.irgc.org]; The country has emergency management agencies and strategies in place to mitigate and respond to disasters, including land use zoning and emergency response teams. [Source: nws.weather.gov] 2008-08-04: Bush declared 422 major disasters during his presidency, with governors petitioning for disaster declarations to receive emergency relief money. [Source: The New York Times]; Emergency management and preparedness involve various stakeholders, including state agencies, LEPCs, and volunteer organizations, which develop memoranda of understanding for disaster response. [Source: dhsem.colorado.gov];'\n 'Available facts are as follows: 2008-08-25: The Stafford Disaster Relief and Emergency Assistance Act establishes programs and processes for the federal government to provide major disaster and emergency assistance. [Source: www.gao.gov]; Hurricane Katrina struck the US Gulf Coast on August 29, 2005, causing unprecedented damage to numerous communities in Louisiana and Mississippi. [Source: ldh.la.gov] 2008-08-18: NA. 2008-08-11: The United States has experienced significant natural disasters, including Hurricane Katrina, which was the largest natural disaster in living memory, affecting millions of people. [Source: beta.irgc.org]; The country has emergency management agencies and strategies in place to mitigate and respond to disasters, including land use zoning and emergency response teams. [Source: nws.weather.gov] 2008-08-04: Bush declared 422 major disasters during his presidency, with governors petitioning for disaster declarations to receive emergency relief money. [Source: The New York Times]; Emergency management and preparedness involve various stakeholders, including state agencies, LEPCs, and volunteer organizations, which develop memoranda of understanding for disaster response. [Source: dhsem.colorado.gov];']"}
-{"batch_x": [235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0], "batch_y": [448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306]], "batch_text": "[\"Available facts are as follows: 2008-09-22: According to the Federal Emergency Management Agency, Katrina is the costliest disaster ever to occur in the United States. [Source]; Emergency management programs and plans are in place at the federal, state, and local levels to prepare for and respond to natural disasters and emergencies. [Source] 2008-09-15: The U.S. Army Corps of Engineers is prepared to respond to natural or man-made disasters. [Source: www.swg.usace.army.mil]; The goal of the Emergency Conservation Program (ECP) is to restore agricultural lands to a normal productive state after a natural disaster. [Source: www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) has a National Preparedness Goal to enhance the Nation's resilience to disasters. [Source: merid.org] 2008-09-08: The Disaster Fraud Act of 2007 was enacted to enhance penalties for fraud related to emergency and disaster assistance. [Source: www.ussc.gov]; There is a need for alternative triage management in public health emergencies and disasters. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) provides training for emergency managers and educators on disaster management and response. [Source: training.fema.gov]; The Stafford Disaster Relief and Emergency Assistance Act provides federal assistance for disaster relief and emergency response. [Source: www.govinfo.gov] 2008-09-01: The Army has a standardized system for accounting, assessing, managing, and monitoring personnel during disasters. [Source: adpaas.army.mil]; The Ohio Responds system is used to respond to state or national disasters, such as earthquakes, severe weather events, or public health emergencies. [Source: www.ohioresponds.odh.ohio.gov]; USNORTHCOM deployed Emergency Preparedness Liaison Officers to Louisiana in response to Hurricane Gustav. [Source: www.northcom.mil]; The State Court Administrator is responsible for emergency disaster preparedness for employees within the Administrative Office of the Courts. [Source: www.mdcourts.gov]; The Mississippi State Department of Health has a pre-registration and pre-verification system for potential volunteers to enhance the state's ability to mobilize during disasters. [Source: msdh.ms.gov];\"\n \"Available facts are as follows: 2008-09-22: According to the Federal Emergency Management Agency, Katrina is the costliest disaster ever to occur in the United States. [Source]; Emergency management programs and plans are in place at the federal, state, and local levels to prepare for and respond to natural disasters and emergencies. [Source] 2008-09-15: The U.S. Army Corps of Engineers is prepared to respond to natural or man-made disasters. [Source: www.swg.usace.army.mil]; The goal of the Emergency Conservation Program (ECP) is to restore agricultural lands to a normal productive state after a natural disaster. [Source: www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) has a National Preparedness Goal to enhance the Nation's resilience to disasters. [Source: merid.org] 2008-09-08: The Disaster Fraud Act of 2007 was enacted to enhance penalties for fraud related to emergency and disaster assistance. [Source: www.ussc.gov]; There is a need for alternative triage management in public health emergencies and disasters. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) provides training for emergency managers and educators on disaster management and response. [Source: training.fema.gov]; The Stafford Disaster Relief and Emergency Assistance Act provides federal assistance for disaster relief and emergency response. [Source: www.govinfo.gov] 2008-09-01: The Army has a standardized system for accounting, assessing, managing, and monitoring personnel during disasters. [Source: adpaas.army.mil]; The Ohio Responds system is used to respond to state or national disasters, such as earthquakes, severe weather events, or public health emergencies. [Source: www.ohioresponds.odh.ohio.gov]; USNORTHCOM deployed Emergency Preparedness Liaison Officers to Louisiana in response to Hurricane Gustav. [Source: www.northcom.mil]; The State Court Administrator is responsible for emergency disaster preparedness for employees within the Administrative Office of the Courts. [Source: www.mdcourts.gov]; The Mississippi State Department of Health has a pre-registration and pre-verification system for potential volunteers to enhance the state's ability to mobilize during disasters. [Source: msdh.ms.gov];\"]"}
-{"batch_x": [332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0], "batch_y": [443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438]], "batch_text": "[\"Available facts are as follows: 2008-10-20: The United States has a framework for disaster management, which includes the Federal Emergency Management Agency (FEMA) and state-level emergency management offices. [Source: sgp.fas.org, www.fema.gov, www.nj.gov] 2008-10-13: The United States has experienced various natural disasters, including hurricanes, volcanic eruptions, and earthquakes, which have resulted in significant damage and loss of life. [Source: volcanoes.usgs.gov, www.cambridge.org] 2008-10-06: The United States Government has plans in place for emergency management services, including evacuation and disaster relief [Source: www.lyco.org].; The Red Cross emphasizes the importance of emergency preparedness, including having a plan and being prepared for disasters [Source: www.redcross.org].; Federated States of Micronesia has experienced high tides and drought, leading to a request for federal assistance and emergency food aid [Source: www.fema.gov].; Hypothermia is a significant concern, with approximately 750 deaths occurring in the US each year [Source: www.maine.gov].; The Army emphasizes the importance of preparedness for emergencies, including having a plan for pets and other animals [Source: www.army.mil].; The Houston-Galveston Area Council is involved in disaster and emergency preparedness, including developing a State Implementation Plan [Source: www.h-gac.com].; Mobile phone-based cash transfers have been used in Kenya to respond to emergencies, such as the post-election crisis in 2008 [Source: odihpn.org].; Utah State University provides resources on canning and emergency preparedness, including information on earthquakes, fires, and power outages [Source: extension.usu.edu].; The CSB (Chemical Safety and Hazard Investigation Board) emphasizes the importance of training and preparedness for propane emergencies [Source: www.csb.gov]. 2008-09-29: Objective facts about the Climate and Disaster situation:Throughout the past year, U.S. Attorneys' Offices across the country have prosecuted numerous hurricane-related cases that involved a wide range of crimes. [Source: archives.fbi.gov]The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides authority for disaster response and recovery. [Source: www.fema.gov];\"\n \"Available facts are as follows: 2008-10-20: The United States has a framework for disaster management, which includes the Federal Emergency Management Agency (FEMA) and state-level emergency management offices. [Source: sgp.fas.org, www.fema.gov, www.nj.gov] 2008-10-13: The United States has experienced various natural disasters, including hurricanes, volcanic eruptions, and earthquakes, which have resulted in significant damage and loss of life. [Source: volcanoes.usgs.gov, www.cambridge.org] 2008-10-06: The United States Government has plans in place for emergency management services, including evacuation and disaster relief [Source: www.lyco.org].; The Red Cross emphasizes the importance of emergency preparedness, including having a plan and being prepared for disasters [Source: www.redcross.org].; Federated States of Micronesia has experienced high tides and drought, leading to a request for federal assistance and emergency food aid [Source: www.fema.gov].; Hypothermia is a significant concern, with approximately 750 deaths occurring in the US each year [Source: www.maine.gov].; The Army emphasizes the importance of preparedness for emergencies, including having a plan for pets and other animals [Source: www.army.mil].; The Houston-Galveston Area Council is involved in disaster and emergency preparedness, including developing a State Implementation Plan [Source: www.h-gac.com].; Mobile phone-based cash transfers have been used in Kenya to respond to emergencies, such as the post-election crisis in 2008 [Source: odihpn.org].; Utah State University provides resources on canning and emergency preparedness, including information on earthquakes, fires, and power outages [Source: extension.usu.edu].; The CSB (Chemical Safety and Hazard Investigation Board) emphasizes the importance of training and preparedness for propane emergencies [Source: www.csb.gov]. 2008-09-29: Objective facts about the Climate and Disaster situation:Throughout the past year, U.S. Attorneys' Offices across the country have prosecuted numerous hurricane-related cases that involved a wide range of crimes. [Source: archives.fbi.gov]The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides authority for disaster response and recovery. [Source: www.fema.gov];\"]"}
-{"batch_x": [327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0], "batch_y": [675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2008-11-24: The Federal Emergency Management Agency (FEMA) provides data on declared disasters by year or state. [Source: aspe.hhs.gov]; The U.S. Census Bureau provides data on population and demographics, which can be used to identify areas at risk for disasters. [Source: aspe.hhs.gov]; The State of New Jersey has a Division of Disaster Recovery and Mitigation, which provides emergency services and assistance. [Source: www.nj.gov] 2008-11-17: The HIPAA Privacy Rule may be waived in emergency or disaster situations, as declared by the President or Secretary of Health and Human Services. [Source: www.hhs.gov]; The National Response Framework (NRF) is a guide for disaster response and recovery, outlining roles and responsibilities for federal, state, and local governments. [Source: www.everycrsreport.com]; Emergency Support Function 2008-11-10: The U.S. Federal Emergency Management Agency (FEMA) provides financial assistance for disaster recovery, and the Stafford Act provides federal assistance to state and local governments impacted by significant disasters or emergencies. [Source] 2008-11-03: The United States has various programs and initiatives in place to address disaster preparedness and response, including the Supplemental Revenue Assistance Program (SURE) and the Emergency Assistance for Livestock Honey Bees. [Source]; There are also efforts to develop emergency plans and share disaster response techniques among state and federal agencies, as well as internationally. [Source];'\n 'Available facts are as follows: 2008-11-24: The Federal Emergency Management Agency (FEMA) provides data on declared disasters by year or state. [Source: aspe.hhs.gov]; The U.S. Census Bureau provides data on population and demographics, which can be used to identify areas at risk for disasters. [Source: aspe.hhs.gov]; The State of New Jersey has a Division of Disaster Recovery and Mitigation, which provides emergency services and assistance. [Source: www.nj.gov] 2008-11-17: The HIPAA Privacy Rule may be waived in emergency or disaster situations, as declared by the President or Secretary of Health and Human Services. [Source: www.hhs.gov]; The National Response Framework (NRF) is a guide for disaster response and recovery, outlining roles and responsibilities for federal, state, and local governments. [Source: www.everycrsreport.com]; Emergency Support Function 2008-11-10: The U.S. Federal Emergency Management Agency (FEMA) provides financial assistance for disaster recovery, and the Stafford Act provides federal assistance to state and local governments impacted by significant disasters or emergencies. [Source] 2008-11-03: The United States has various programs and initiatives in place to address disaster preparedness and response, including the Supplemental Revenue Assistance Program (SURE) and the Emergency Assistance for Livestock Honey Bees. [Source]; There are also efforts to develop emergency plans and share disaster response techniques among state and federal agencies, as well as internationally. [Source];']"}
-{"batch_x": [144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0], "batch_y": [364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2008-12-22: The ASEAN Agreement on Disaster Management and Emergency Response (AADMER) was activated in 2008 to provide urgent relief assistance to affected states. [Source: odihpn.org]; In 2008, Governor Matt Blunt declared a State of Emergency in Missouri due to severe weather and activated the Missouri State Emergency Operations Plan. [Source: www.sos.mo.gov]; The United States government has emergency preparedness and disaster management plans in place, including the National Incident Management System Guideline. [Source: www.federalregister.gov] 2008-12-15: Floods are the most widespread natural disaster aside from wildfires, and 90% of all U.S. natural disasters declared by the President involve some sort of flooding. [Source: www.dosomething.org] 2008-12-08: The United States has been involved in various disaster relief and management efforts, including providing aid to Ghana and responding to flooding in Honduras. [Source: www.nationalguard.mil, www.12af.acc.af.mil]; The Federal Emergency Management Agency (FEMA) is responsible for disaster relief in the United States. [Source: www.congress.gov]; The North Dakota National Guard has a professional relationship with Ghana as part of the Department of Defense's State Partnership Program to aid in disaster management and construction. [Source: www.nationalguard.mil] 2008-12-01: The PETS Act amends the Robert T. Stafford Disaster Relief and Emergency Assistance Act to ensure that State and local emergency preparedness operational plans address the needs of individuals with household pets and service animals. [Source: www.avma.org]; The National Fire Protection Agency (NFPA) has a standard on Disaster/Emergency Management and Business Continuity Programs. [Source: portal.ct.gov]; Hurricane Katrina struck the southern United States, leaving numerous nonprofits and public libraries affected. [Source: learning.candid.org]; The National Disaster Medical System has federal employees who can respond to disasters or emergencies. [Source: www.avma.org]; The Sergeant-at-Arms is responsible for emergency planning in the Capitol Complex. [Source: sergeant.senate.ca.gov]; U.S. troops helped flood victims in Central America, working with national disaster response organizations. [Source: www.af.mil]; The United States Federal Emergency Management Agency (FEMA) implemented Project Impact, a community-based disaster risk reduction program. [Source: www.unisdr.org]; Taiwan's emergency medical service (EMS) system has improved, including the introduction of disaster response teams. [Source: www.ncbi.nlm.nih.gov]; Maine has the highest childhood and adult asthma rates in the country, with 10% of households reporting trouble heating their homes. [Source: www.maine.gov]; The public questions the capacity and readiness of governments to handle terrorist disasters. [Source: www.ncbi.nlm.nih.gov];\"\n \"Available facts are as follows: 2008-12-22: The ASEAN Agreement on Disaster Management and Emergency Response (AADMER) was activated in 2008 to provide urgent relief assistance to affected states. [Source: odihpn.org]; In 2008, Governor Matt Blunt declared a State of Emergency in Missouri due to severe weather and activated the Missouri State Emergency Operations Plan. [Source: www.sos.mo.gov]; The United States government has emergency preparedness and disaster management plans in place, including the National Incident Management System Guideline. [Source: www.federalregister.gov] 2008-12-15: Floods are the most widespread natural disaster aside from wildfires, and 90% of all U.S. natural disasters declared by the President involve some sort of flooding. [Source: www.dosomething.org] 2008-12-08: The United States has been involved in various disaster relief and management efforts, including providing aid to Ghana and responding to flooding in Honduras. [Source: www.nationalguard.mil, www.12af.acc.af.mil]; The Federal Emergency Management Agency (FEMA) is responsible for disaster relief in the United States. [Source: www.congress.gov]; The North Dakota National Guard has a professional relationship with Ghana as part of the Department of Defense's State Partnership Program to aid in disaster management and construction. [Source: www.nationalguard.mil] 2008-12-01: The PETS Act amends the Robert T. Stafford Disaster Relief and Emergency Assistance Act to ensure that State and local emergency preparedness operational plans address the needs of individuals with household pets and service animals. [Source: www.avma.org]; The National Fire Protection Agency (NFPA) has a standard on Disaster/Emergency Management and Business Continuity Programs. [Source: portal.ct.gov]; Hurricane Katrina struck the southern United States, leaving numerous nonprofits and public libraries affected. [Source: learning.candid.org]; The National Disaster Medical System has federal employees who can respond to disasters or emergencies. [Source: www.avma.org]; The Sergeant-at-Arms is responsible for emergency planning in the Capitol Complex. [Source: sergeant.senate.ca.gov]; U.S. troops helped flood victims in Central America, working with national disaster response organizations. [Source: www.af.mil]; The United States Federal Emergency Management Agency (FEMA) implemented Project Impact, a community-based disaster risk reduction program. [Source: www.unisdr.org]; Taiwan's emergency medical service (EMS) system has improved, including the introduction of disaster response teams. [Source: www.ncbi.nlm.nih.gov]; Maine has the highest childhood and adult asthma rates in the country, with 10% of households reporting trouble heating their homes. [Source: www.maine.gov]; The public questions the capacity and readiness of governments to handle terrorist disasters. [Source: www.ncbi.nlm.nih.gov];\"]"}
-{"batch_x": [269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0], "batch_y": [438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2009-01-26: Objective facts about the Climate and Disaster situation:Ellis County, TX has an emergency management plan in place for short-term and long-term recovery from catastrophic disasters or emergencies. [Source: www.co.ellis.tx.us]Floyd County, GA has a history of hazards and has had seven Presidential Disaster declarations. [Source: gema.georgia.gov]ReadyWisconsin is a one-stop shop for emergency and disaster preparedness, part of the Wisconsin Department of Military Affairs. [Source: readywisconsin.wi.gov]The ASPCA provides disaster preparedness tips, including storing an emergency kit and leashes near an exit. [Source: www.aspca.org]Meriwether County, GA's Emergency Management Agency handles most emergencies or disasters at the local level without state or federal assistance. [Source: www.meriwethercountyga.gov]Governor Pat Quinn issued a state disaster declaration for several counties in Illinois to help with disaster relief. [Source: www.illinois.gov] 2009-01-19: The Federal Emergency Management Agency (FEMA) is responsible for emergency management and disaster relief in the United States. [Source: fema.gov]; The Disaster Relief and Emergency Assistance Act [42 U.S.C.A. is a law that provides assistance in the event of a disaster or emergency. [Source: biologicaldiversity.org]; The Executive Branch of the US government, led by the President, has the power to respond to disasters and emergencies. [Source: obamawhitehouse.archives.gov] 2009-01-12: The American Red Cross has an urgent need for volunteers in disaster response and emergency preparedness. [Source: www.redcross.org]; The Emergency Management Assistance Compact (EMAC) is prepared to activate on short notice to respond to emergencies and disasters. [Source: nrt.org]; The Uniform Emergency Volunteer Health Practitioners Act (UEVHPA) aims to facilitate the deployment of healthcare professionals during disasters. [Source: www.facs.org]; The Federal Emergency Management Agency (FEMA) has guidelines for disaster housing community site operations. [Source: www.fema.gov]; Local jurisdictions, such as Leon County in Florida, have comprehensive emergency management plans in place. [Source: leoncountyfl.gov]; A national analysis found that the US remains relatively unprepared for large-scale disasters involving children. [Source: www.dshs.texas.gov]; The California State Disaster Worker Service Law outlines procedures for emergency and disaster response. [Source: www.countyofnapa.org]; The US Small Business Administration provides resources for preparing for emergencies and recovering from disasters. [Source: www.sba.gov]; Volstate University has an emergency management plan in place to respond to emergencies and disasters. [Source: www.volstate.edu] 2009-01-05: More than 30 disasters that require an emergency response are declared each year by the federal government in the United States. [Source: Federal Emergency Management Agency, 2007];\"\n \"Available facts are as follows: 2009-01-26: Objective facts about the Climate and Disaster situation:Ellis County, TX has an emergency management plan in place for short-term and long-term recovery from catastrophic disasters or emergencies. [Source: www.co.ellis.tx.us]Floyd County, GA has a history of hazards and has had seven Presidential Disaster declarations. [Source: gema.georgia.gov]ReadyWisconsin is a one-stop shop for emergency and disaster preparedness, part of the Wisconsin Department of Military Affairs. [Source: readywisconsin.wi.gov]The ASPCA provides disaster preparedness tips, including storing an emergency kit and leashes near an exit. [Source: www.aspca.org]Meriwether County, GA's Emergency Management Agency handles most emergencies or disasters at the local level without state or federal assistance. [Source: www.meriwethercountyga.gov]Governor Pat Quinn issued a state disaster declaration for several counties in Illinois to help with disaster relief. [Source: www.illinois.gov] 2009-01-19: The Federal Emergency Management Agency (FEMA) is responsible for emergency management and disaster relief in the United States. [Source: fema.gov]; The Disaster Relief and Emergency Assistance Act [42 U.S.C.A. is a law that provides assistance in the event of a disaster or emergency. [Source: biologicaldiversity.org]; The Executive Branch of the US government, led by the President, has the power to respond to disasters and emergencies. [Source: obamawhitehouse.archives.gov] 2009-01-12: The American Red Cross has an urgent need for volunteers in disaster response and emergency preparedness. [Source: www.redcross.org]; The Emergency Management Assistance Compact (EMAC) is prepared to activate on short notice to respond to emergencies and disasters. [Source: nrt.org]; The Uniform Emergency Volunteer Health Practitioners Act (UEVHPA) aims to facilitate the deployment of healthcare professionals during disasters. [Source: www.facs.org]; The Federal Emergency Management Agency (FEMA) has guidelines for disaster housing community site operations. [Source: www.fema.gov]; Local jurisdictions, such as Leon County in Florida, have comprehensive emergency management plans in place. [Source: leoncountyfl.gov]; A national analysis found that the US remains relatively unprepared for large-scale disasters involving children. [Source: www.dshs.texas.gov]; The California State Disaster Worker Service Law outlines procedures for emergency and disaster response. [Source: www.countyofnapa.org]; The US Small Business Administration provides resources for preparing for emergencies and recovering from disasters. [Source: www.sba.gov]; Volstate University has an emergency management plan in place to respond to emergencies and disasters. [Source: www.volstate.edu] 2009-01-05: More than 30 disasters that require an emergency response are declared each year by the federal government in the United States. [Source: Federal Emergency Management Agency, 2007];\"]"}
-{"batch_x": [471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0], "batch_y": [601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2009-02-23: Objective facts about the Climate and Disaster situation:The United States Commission on National Security/21st Century has a Road Map for National Security, which includes emergency preparedness and disaster relief responsibilities. [Source]FEMA is responsible for disaster relief and emergency preparedness in the United States. [Source] 2009-02-16: The Love Canal disaster in 1978 led to the relocation of 239 families and the declaration of a state of emergency. [Source: www.geneseo.edu]; The President granted a federal Emergency Disaster declaration on January 30, 2009, providing direct federal assistance to the state of Missouri. [Source: sema.dps.mo.gov]; FEMA cannot provide federal assistance until an emergency or major disaster declaration is made. [Source: www.oig.dhs.gov] 2009-02-09: The American Red Cross provides disaster relief and has an urgent need for volunteers. [Source: www.redcross.org]; The Federal Emergency Management Agency (FEMA) provides training and certification for disaster response, including agriculture and natural resources. [Source: training.fema.gov]; Hazardous materials or oil spill incidents can occur anywhere and require emergency response. [Source: mil.wa.gov]; Hospitals must have an environment of care management plan that addresses safety, security, hazardous materials, and emergency preparedness. [Source: app.leg.wa.gov] 2009-02-02: The United States has established a Disaster Assistance Emergency Fund (DAEF) with a deposit of $200,000 from the Government of the Republic of the Marshall Islands and the Government of the United States. [Source]; The mass casualty triage system known as simple triage and rapid treatment (START) has been widely used in the United States since the 1980s. [Source]; The United States has experienced significant floods, with growth in total damage from floods, and has emergency response and disaster aid mechanisms in place. [Source]; The U.S. Department of State recommends emergency medical, security, and natural disaster preparedness measures. [Source]; Cities in the United States, such as Mission Viejo, have prepared Emergency Operations Plans to address large-scale disaster or emergency situations. [Source];'\n 'Available facts are as follows: 2009-02-23: Objective facts about the Climate and Disaster situation:The United States Commission on National Security/21st Century has a Road Map for National Security, which includes emergency preparedness and disaster relief responsibilities. [Source]FEMA is responsible for disaster relief and emergency preparedness in the United States. [Source] 2009-02-16: The Love Canal disaster in 1978 led to the relocation of 239 families and the declaration of a state of emergency. [Source: www.geneseo.edu]; The President granted a federal Emergency Disaster declaration on January 30, 2009, providing direct federal assistance to the state of Missouri. [Source: sema.dps.mo.gov]; FEMA cannot provide federal assistance until an emergency or major disaster declaration is made. [Source: www.oig.dhs.gov] 2009-02-09: The American Red Cross provides disaster relief and has an urgent need for volunteers. [Source: www.redcross.org]; The Federal Emergency Management Agency (FEMA) provides training and certification for disaster response, including agriculture and natural resources. [Source: training.fema.gov]; Hazardous materials or oil spill incidents can occur anywhere and require emergency response. [Source: mil.wa.gov]; Hospitals must have an environment of care management plan that addresses safety, security, hazardous materials, and emergency preparedness. [Source: app.leg.wa.gov] 2009-02-02: The United States has established a Disaster Assistance Emergency Fund (DAEF) with a deposit of $200,000 from the Government of the Republic of the Marshall Islands and the Government of the United States. [Source]; The mass casualty triage system known as simple triage and rapid treatment (START) has been widely used in the United States since the 1980s. [Source]; The United States has experienced significant floods, with growth in total damage from floods, and has emergency response and disaster aid mechanisms in place. [Source]; The U.S. Department of State recommends emergency medical, security, and natural disaster preparedness measures. [Source]; Cities in the United States, such as Mission Viejo, have prepared Emergency Operations Plans to address large-scale disaster or emergency situations. [Source];']"}
-{"batch_x": [339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0], "batch_y": [618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2009-03-23: Objective facts about the Climate and Disaster situation: Previous disasters have illustrated the importance of preventing the transmission of infectious agents during a disaster. [Source: www.ncbi.nlm.nih.gov]Hurricane Katrina, which hit the Gulf Coast on August 29, 2005, was one of the costliest and deadliest natural disasters in US history, killing 1,836 people. [Source: umem.org] 2009-03-16: The National Hurricane Center conducts an extensive outreach and education program, training U.S. emergency managers and representatives from many other countries affected by hurricanes. [Source: www.nhc.noaa.gov]; The U.S. Small Business Administration provides Economic Injury Disaster Loans (EIDLs) to help small businesses affected by drought. [Source: www.buttecounty.net]; The Army has a Disaster Personnel Accountability and Assessment System, a web-based system that enables the Army to collect accurate and timely reports in times of emergency. [Source: www.army.mil] 2009-03-09: Objective facts about the Climate and Disaster situation:The City of La Mirada has an emergency preparedness program that promotes disaster planning and coordination in advance of natural or man-made disasters. [Source: www.cityoflamirada.org]Flood insurance claims come from outside high-risk flood areas, with flooding being the most common and costly natural disaster in the United States. [Source: www.libertymutual.com] 2009-03-02: The United States government has various agencies and processes in place to declare a major disaster or emergency, including the National Emergencies Act and the Federal Emergency Management Agency (FEMA). [Source]; Disaster preparedness and emergency management are critical in the face of natural disasters such as flooding, tornadoes, wind, and hail. [Source];'\n 'Available facts are as follows: 2009-03-23: Objective facts about the Climate and Disaster situation: Previous disasters have illustrated the importance of preventing the transmission of infectious agents during a disaster. [Source: www.ncbi.nlm.nih.gov]Hurricane Katrina, which hit the Gulf Coast on August 29, 2005, was one of the costliest and deadliest natural disasters in US history, killing 1,836 people. [Source: umem.org] 2009-03-16: The National Hurricane Center conducts an extensive outreach and education program, training U.S. emergency managers and representatives from many other countries affected by hurricanes. [Source: www.nhc.noaa.gov]; The U.S. Small Business Administration provides Economic Injury Disaster Loans (EIDLs) to help small businesses affected by drought. [Source: www.buttecounty.net]; The Army has a Disaster Personnel Accountability and Assessment System, a web-based system that enables the Army to collect accurate and timely reports in times of emergency. [Source: www.army.mil] 2009-03-09: Objective facts about the Climate and Disaster situation:The City of La Mirada has an emergency preparedness program that promotes disaster planning and coordination in advance of natural or man-made disasters. [Source: www.cityoflamirada.org]Flood insurance claims come from outside high-risk flood areas, with flooding being the most common and costly natural disaster in the United States. [Source: www.libertymutual.com] 2009-03-02: The United States government has various agencies and processes in place to declare a major disaster or emergency, including the National Emergencies Act and the Federal Emergency Management Agency (FEMA). [Source]; Disaster preparedness and emergency management are critical in the face of natural disasters such as flooding, tornadoes, wind, and hail. [Source];']"}
-{"batch_x": [319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0], "batch_y": [513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2009-04-20: The United States has experienced various disasters, including hurricanes, contaminating events, and emergencies, highlighting the need for emergency preparedness and response. [Source: escambia.floridahealth.gov, nyc.gov] 2009-04-13: The United States government has various agencies and resources in place to respond to emergencies and disasters, including the Federal Emergency Management Agency (FEMA), the U.S. Department of Housing and Urban Development, and the United States Environmental Protection Agency. [Source: various] 2009-04-06: The United States government has official websites and resources dedicated to disaster preparedness and response, such as FEMA and the City of Houston's OEM. [Source: www.fema.gov, www.houstonoem.org] 2009-03-30: The United States government has established protocols and resources for emergency management, including the Stafford Act, which provides assistance in the event of disasters or emergencies. [Source]; The World Health Organization (WHO) provides guidelines for communicable disease control and environmental health in emergencies and disasters. [Source];\"\n \"Available facts are as follows: 2009-04-20: The United States has experienced various disasters, including hurricanes, contaminating events, and emergencies, highlighting the need for emergency preparedness and response. [Source: escambia.floridahealth.gov, nyc.gov] 2009-04-13: The United States government has various agencies and resources in place to respond to emergencies and disasters, including the Federal Emergency Management Agency (FEMA), the U.S. Department of Housing and Urban Development, and the United States Environmental Protection Agency. [Source: various] 2009-04-06: The United States government has official websites and resources dedicated to disaster preparedness and response, such as FEMA and the City of Houston's OEM. [Source: www.fema.gov, www.houstonoem.org] 2009-03-30: The United States government has established protocols and resources for emergency management, including the Stafford Act, which provides assistance in the event of disasters or emergencies. [Source]; The World Health Organization (WHO) provides guidelines for communicable disease control and environmental health in emergencies and disasters. [Source];\"]"}
-{"batch_x": [448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0], "batch_y": [668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472]], "batch_text": "[\"Available facts are as follows: 2009-05-25: The United States government has awarded disaster assistance grants to states to cover costs of emergency repairs to damaged railroad infrastructure resulting from natural disasters. [Source: railroads.dot.gov]; The FDA plays a role in protecting the United States from chemical, biological, radiological, and other emergencies. [Source: www.fda.gov]; Everyone in New York state is vulnerable to extensive flooding from natural disasters. [Source: nyassembly.gov]; FEMA provides property acquisition and structure relocation services to support disaster response and recovery. [Source: www.fema.gov]; The National Disaster Emergency Rescue Training provides training for disaster response skills. [Source: www.army.mil]; The USNG references are used in Florida's Statewide Emergency Response Plan (SERP) for emergency response and recovery. [Source: www.fgdc.gov]; The 2008 Central Iowa Floods were the worst disaster ever to occur in the state of Iowa. [Source: www.weather.gov] 2009-05-18: The United States has various emergency preparedness guides and resources available, including the Department of Defense Emergency Preparedness Guide and the American National Red Cross's Flood Safety Checklist. [Source]; The U.S. Federal Emergency Management Agency (FEMA) collaborates with states to develop up-to-date emergency plans, such as the 2009 state emergency operations plans for hurricane-prone states. [Source] 2009-05-11: The United States Department of Agriculture (USDA) and the Federal Emergency Management Agency (FEMA) have roles in animal disaster response. [Source: www.tahc.texas.gov]; The IMF provides emergency assistance to help member countries with urgent balance of payments financing needs in the wake of natural disasters or armed conflicts. [Source: reliefweb.int] 2009-05-04: The Institute of Medicine's Committee on the Future of Emergency Care in the United States Hearth System and Board on Health Care Services published a report on hospital-based emergency care in 2009. [Source: em.umaryland.edu]; The United States government issued Presidential Disaster and Emergency Declarations in response to disaster events, as identified in Table 4.2-1. [Source: centrecountypa.gov]; The Australian Defence Force has executive power to respond to crises like states of emergency or natural disasters. [Source: knowledge.aidr.org.au]; The Federal Emergency Management Agency (FEMA) was involved in responding to the Love Canal disaster. [Source: www.ncbi.nlm.nih.gov]; The State of New Jersey Office of Emergency Management provides resources for emergency preparedness and response. [Source: www.townofmorristown.org]; The USDA has specific emergency response guidelines for foreign animal diseases like FMD. [Source: www.usda.gov]; The Mobile Pediatric Emergency Response Team (MPERT) provides disaster response services. [Source: www2.pedsanesthesia.org];\"\n \"Available facts are as follows: 2009-05-25: The United States government has awarded disaster assistance grants to states to cover costs of emergency repairs to damaged railroad infrastructure resulting from natural disasters. [Source: railroads.dot.gov]; The FDA plays a role in protecting the United States from chemical, biological, radiological, and other emergencies. [Source: www.fda.gov]; Everyone in New York state is vulnerable to extensive flooding from natural disasters. [Source: nyassembly.gov]; FEMA provides property acquisition and structure relocation services to support disaster response and recovery. [Source: www.fema.gov]; The National Disaster Emergency Rescue Training provides training for disaster response skills. [Source: www.army.mil]; The USNG references are used in Florida's Statewide Emergency Response Plan (SERP) for emergency response and recovery. [Source: www.fgdc.gov]; The 2008 Central Iowa Floods were the worst disaster ever to occur in the state of Iowa. [Source: www.weather.gov] 2009-05-18: The United States has various emergency preparedness guides and resources available, including the Department of Defense Emergency Preparedness Guide and the American National Red Cross's Flood Safety Checklist. [Source]; The U.S. Federal Emergency Management Agency (FEMA) collaborates with states to develop up-to-date emergency plans, such as the 2009 state emergency operations plans for hurricane-prone states. [Source] 2009-05-11: The United States Department of Agriculture (USDA) and the Federal Emergency Management Agency (FEMA) have roles in animal disaster response. [Source: www.tahc.texas.gov]; The IMF provides emergency assistance to help member countries with urgent balance of payments financing needs in the wake of natural disasters or armed conflicts. [Source: reliefweb.int] 2009-05-04: The Institute of Medicine's Committee on the Future of Emergency Care in the United States Hearth System and Board on Health Care Services published a report on hospital-based emergency care in 2009. [Source: em.umaryland.edu]; The United States government issued Presidential Disaster and Emergency Declarations in response to disaster events, as identified in Table 4.2-1. [Source: centrecountypa.gov]; The Australian Defence Force has executive power to respond to crises like states of emergency or natural disasters. [Source: knowledge.aidr.org.au]; The Federal Emergency Management Agency (FEMA) was involved in responding to the Love Canal disaster. [Source: www.ncbi.nlm.nih.gov]; The State of New Jersey Office of Emergency Management provides resources for emergency preparedness and response. [Source: www.townofmorristown.org]; The USDA has specific emergency response guidelines for foreign animal diseases like FMD. [Source: www.usda.gov]; The Mobile Pediatric Emergency Response Team (MPERT) provides disaster response services. [Source: www2.pedsanesthesia.org];\"]"}
-{"batch_x": [443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0], "batch_y": [331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2009-06-22: The Federal Emergency Management Agency (FEMA) is a key organization involved in disaster response and management in the United States. [Source] 2009-06-15: The United States government has established emergency management systems and protocols to respond to disasters, including executive orders and proclamations declaring states of disaster. [Source: statutes.capitol.texas.gov]; The U.S. Department of Housing and Urban Development provides resources for disaster response and recovery. [Source: www.hudexchange.info]; The Centers for Disease Control and Prevention (CDC) provides information on hazards-specific emergency preparedness. [Source: www.cdc.gov]; Appalachian State University has an emergency management program and emergency preparedness initiatives in place. [Source: emergency.appstate.edu]; The Federal Emergency Management Agency (FEMA) responds to disasters declared by the President of the United States. [Source: www.fbi.gov] 2009-06-08: Objective facts about the Climate and Disaster situation:The United States has over one million infected persons, and there is a need for emergency preparedness and disaster response planning. [Source: www.hhs.gov]Local, state, and federal emergency management professionals coordinate disaster response, with elected and appointed officials playing a key role. [Source: www.hsdl.org]Arkansas is set to receive $70 million in U.S. aid for disaster recovery. [Source: www.arkansasonline.com] 2009-06-01: Recent large-scale emergencies and disasters in the United States have displayed elements of organized medical emergency response, with hospitals playing a crucial role. [Source: pubmed.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2009-06-22: The Federal Emergency Management Agency (FEMA) is a key organization involved in disaster response and management in the United States. [Source] 2009-06-15: The United States government has established emergency management systems and protocols to respond to disasters, including executive orders and proclamations declaring states of disaster. [Source: statutes.capitol.texas.gov]; The U.S. Department of Housing and Urban Development provides resources for disaster response and recovery. [Source: www.hudexchange.info]; The Centers for Disease Control and Prevention (CDC) provides information on hazards-specific emergency preparedness. [Source: www.cdc.gov]; Appalachian State University has an emergency management program and emergency preparedness initiatives in place. [Source: emergency.appstate.edu]; The Federal Emergency Management Agency (FEMA) responds to disasters declared by the President of the United States. [Source: www.fbi.gov] 2009-06-08: Objective facts about the Climate and Disaster situation:The United States has over one million infected persons, and there is a need for emergency preparedness and disaster response planning. [Source: www.hhs.gov]Local, state, and federal emergency management professionals coordinate disaster response, with elected and appointed officials playing a key role. [Source: www.hsdl.org]Arkansas is set to receive $70 million in U.S. aid for disaster recovery. [Source: www.arkansasonline.com] 2009-06-01: Recent large-scale emergencies and disasters in the United States have displayed elements of organized medical emergency response, with hospitals playing a crucial role. [Source: pubmed.ncbi.nlm.nih.gov];']"}
-{"batch_x": [675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0], "batch_y": [438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2009-07-20: The United States has laws and regulations in place to respond to emergencies and natural disasters, such as the Occupational Safety and Health Administration's (OSHA) Hazardous Waste Operations and Emergency Response Standard (HAZWOPER) and the Emergency Banking Act. [Source]; Hospitals and other organizations are encouraged to develop and update disaster plans to prepare for emergencies. [Source]; Monitoring and evaluation are essential for learning from experience, analyzing capability, planning, and allocating resources in emergency response and disaster relief. [Source] 2009-07-13: The United States has experienced various emergency and disaster situations, including natural disasters and economic crises, such as the Great Depression. [Source: www.federalreservehistory.org] 2009-07-06: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that allows the President of the United States to declare a disaster, triggering federal assistance. [Source]; The Federal Emergency Management Agency (FEMA) is responsible for disaster consequence management, including mitigation, preparedness, response, and recovery. [Source]; The Hazard Mitigation Grant Program is a FEMA program that provides funding to states and local governments to mitigate the risks of natural disasters. [Source] 2009-06-29: The United States Department of Agriculture's Farm Service Agency has an Emergency Disaster Designation and Declaration Process in place to provide assistance to agricultural producers affected by disasters. [Source: www.fsa.usda.gov]; Temporary emergency shelters are provided by the state in times of disasters, often located in schools, office buildings, tents, or other facilities. [Source: www.floridadisaster.org]; A Presidential Disaster Declaration can be requested by the Governor of a state when a disaster exceeds the state's capabilities. [Source: homelandsecurity.iowa.gov]; Factors such as unique circumstances and the nature of the emergency are considered when determining evacuations and shelters. [Source: www.floridadisaster.org]; The County Emergency Management Coordinator is advised of a state of local disaster emergency by the Municipal Emergency Management Coordinator. [Source: www.lfnj.com]; An emergency kit should include essential supplies, such as a large storage container, to prepare for disasters. [Source: www.msema.org]; National Volunteer Organizations Active in Disasters provide experience, expertise, and resources to local organizations facing emergencies. [Source: www.hhs.texas.gov]; Persons with disabilities should prepare for disasters by having a plan, staying informed, and having a emergency kit. [Source: www.msema.org]; The Westmoreland County Hazard Mitigation Plan aims to enhance emergency disaster response and recovery capabilities. [Source: www.co.westmoreland.pa.us];\"\n \"Available facts are as follows: 2009-07-20: The United States has laws and regulations in place to respond to emergencies and natural disasters, such as the Occupational Safety and Health Administration's (OSHA) Hazardous Waste Operations and Emergency Response Standard (HAZWOPER) and the Emergency Banking Act. [Source]; Hospitals and other organizations are encouraged to develop and update disaster plans to prepare for emergencies. [Source]; Monitoring and evaluation are essential for learning from experience, analyzing capability, planning, and allocating resources in emergency response and disaster relief. [Source] 2009-07-13: The United States has experienced various emergency and disaster situations, including natural disasters and economic crises, such as the Great Depression. [Source: www.federalreservehistory.org] 2009-07-06: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that allows the President of the United States to declare a disaster, triggering federal assistance. [Source]; The Federal Emergency Management Agency (FEMA) is responsible for disaster consequence management, including mitigation, preparedness, response, and recovery. [Source]; The Hazard Mitigation Grant Program is a FEMA program that provides funding to states and local governments to mitigate the risks of natural disasters. [Source] 2009-06-29: The United States Department of Agriculture's Farm Service Agency has an Emergency Disaster Designation and Declaration Process in place to provide assistance to agricultural producers affected by disasters. [Source: www.fsa.usda.gov]; Temporary emergency shelters are provided by the state in times of disasters, often located in schools, office buildings, tents, or other facilities. [Source: www.floridadisaster.org]; A Presidential Disaster Declaration can be requested by the Governor of a state when a disaster exceeds the state's capabilities. [Source: homelandsecurity.iowa.gov]; Factors such as unique circumstances and the nature of the emergency are considered when determining evacuations and shelters. [Source: www.floridadisaster.org]; The County Emergency Management Coordinator is advised of a state of local disaster emergency by the Municipal Emergency Management Coordinator. [Source: www.lfnj.com]; An emergency kit should include essential supplies, such as a large storage container, to prepare for disasters. [Source: www.msema.org]; National Volunteer Organizations Active in Disasters provide experience, expertise, and resources to local organizations facing emergencies. [Source: www.hhs.texas.gov]; Persons with disabilities should prepare for disasters by having a plan, staying informed, and having a emergency kit. [Source: www.msema.org]; The Westmoreland County Hazard Mitigation Plan aims to enhance emergency disaster response and recovery capabilities. [Source: www.co.westmoreland.pa.us];\"]"}
-{"batch_x": [364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0], "batch_y": [608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2009-08-24: Objective facts about the Climate and Disaster situation:The United States experiences various natural disasters, including high winds, flooding, lightning, and earthquakes, which can cause significant property damage and disruptions to daily life. [Source: nyassembly.gov, www.columbiacountyfla.com] 2009-08-17: The City of Norfolk, Virginia has a comprehensive disaster planning, mitigation, and response system in place, which coordinates with state and city provisions. [Source: www.norfolk.gov]; Millersville University has a Center for Disaster Research & Education and offers a Master of Science in Emergency Management program, which has been recognized as one of the top online emergency management programs in the nation. [Source: www.millersville.edu]; The National Academy of Sciences of the United States of America has published proceedings on demography and public health emergency preparedness, including disaster and emergency response. [Source: www.ncbi.nlm.nih.gov]; The Pennsylvania General Assembly has established a State Advisory Board for emergency health services, which includes addressing liability issues for healthcare personnel and providing mental health support for disaster response. [Source: www.legis.state.pa.us]; The Utah Air National Guard and United States Marine Corps are prepared to respond to national emergencies, including natural disasters and civil disturbances. [Source: www.marines.mil]; The National Weather Service provides coverage maps and forecasts for excessive rainfall and severe thunderstorms, which can threaten the Southern U.S. [Source: www.weather.gov]; Catholic Charities Archdiocese of New Orleans provides disaster response services, including case management, emergency grants, and counseling. [Source: www.ccano.org]; The City of Pasadena, California has a disaster preparedness program and emergency phone notification system in place. [Source: www.cityofpasadena.net] 2009-08-10: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster response and provides goods and services to states and local governments when they become overwhelmed by the size or scope of a disaster. [Source]; The Anchorage Office of Emergency Management (OEM) plans, coordinates, and supports activities that help prepare for, respond to, and recover from large-scale disasters. [Source]; The United States government has been involved in emergency preparedness, disaster management, and recovery efforts, including hosting international symposia on disaster management. [Source]; Carbon monoxide exposures are a significant risk after hurricanes, and emergency departments and poison centers play a critical role in responding to these emergencies. [Source] 2009-08-03: The California Unemployment Insurance Code (CUIC) has a section 1111.5 that grants extensions in the event of a state of emergency or disaster. [Source: edd.ca.gov]; The Eugene, OR government website provides tools and resources for community members to prepare for disasters. [Source: www.eugene-or.gov]; The GovLoans.gov website is an official website of the United States government that provides information on disaster assistance loans. [Source: www.govloans.gov]; The SUNY New Paltz university offers a program in Disaster Studies that focuses on emergency response and disaster management. [Source: www.newpaltz.edu]; The Oregon Secretary of State Administrative Rules includes emergency and disaster planning guidelines for facilities. [Source: secure.sos.state.or.us]; The Farm Service Agency provides low-interest emergency loans to producers in designated disaster areas. [Source: www.fsa.usda.gov];'\n 'Available facts are as follows: 2009-08-24: Objective facts about the Climate and Disaster situation:The United States experiences various natural disasters, including high winds, flooding, lightning, and earthquakes, which can cause significant property damage and disruptions to daily life. [Source: nyassembly.gov, www.columbiacountyfla.com] 2009-08-17: The City of Norfolk, Virginia has a comprehensive disaster planning, mitigation, and response system in place, which coordinates with state and city provisions. [Source: www.norfolk.gov]; Millersville University has a Center for Disaster Research & Education and offers a Master of Science in Emergency Management program, which has been recognized as one of the top online emergency management programs in the nation. [Source: www.millersville.edu]; The National Academy of Sciences of the United States of America has published proceedings on demography and public health emergency preparedness, including disaster and emergency response. [Source: www.ncbi.nlm.nih.gov]; The Pennsylvania General Assembly has established a State Advisory Board for emergency health services, which includes addressing liability issues for healthcare personnel and providing mental health support for disaster response. [Source: www.legis.state.pa.us]; The Utah Air National Guard and United States Marine Corps are prepared to respond to national emergencies, including natural disasters and civil disturbances. [Source: www.marines.mil]; The National Weather Service provides coverage maps and forecasts for excessive rainfall and severe thunderstorms, which can threaten the Southern U.S. [Source: www.weather.gov]; Catholic Charities Archdiocese of New Orleans provides disaster response services, including case management, emergency grants, and counseling. [Source: www.ccano.org]; The City of Pasadena, California has a disaster preparedness program and emergency phone notification system in place. [Source: www.cityofpasadena.net] 2009-08-10: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster response and provides goods and services to states and local governments when they become overwhelmed by the size or scope of a disaster. [Source]; The Anchorage Office of Emergency Management (OEM) plans, coordinates, and supports activities that help prepare for, respond to, and recover from large-scale disasters. [Source]; The United States government has been involved in emergency preparedness, disaster management, and recovery efforts, including hosting international symposia on disaster management. [Source]; Carbon monoxide exposures are a significant risk after hurricanes, and emergency departments and poison centers play a critical role in responding to these emergencies. [Source] 2009-08-03: The California Unemployment Insurance Code (CUIC) has a section 1111.5 that grants extensions in the event of a state of emergency or disaster. [Source: edd.ca.gov]; The Eugene, OR government website provides tools and resources for community members to prepare for disasters. [Source: www.eugene-or.gov]; The GovLoans.gov website is an official website of the United States government that provides information on disaster assistance loans. [Source: www.govloans.gov]; The SUNY New Paltz university offers a program in Disaster Studies that focuses on emergency response and disaster management. [Source: www.newpaltz.edu]; The Oregon Secretary of State Administrative Rules includes emergency and disaster planning guidelines for facilities. [Source: secure.sos.state.or.us]; The Farm Service Agency provides low-interest emergency loans to producers in designated disaster areas. [Source: www.fsa.usda.gov];']"}
-{"batch_x": [438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0], "batch_y": [446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306]], "batch_text": "[\"Available facts are as follows: 2009-09-21: The financial cost of Hurricane Ivan in Grenada was estimated at more than US$900 million, more than twice the country's GDP. [Source] 2009-09-14: Disasters pose a very real threat to every individual in the United States. [Source: pubmed.ncbi.nlm.nih.gov] 2009-09-07: Objective facts about the Climate and Disaster situation:Stanislaus County Emergency Services Division provides emergency services to the community, including preparedness for natural disasters. [Source: www.stanoes.com]The U.S. Department of Housing and Urban Development's Disaster Housing Assistance Program provides services to families affected by disasters like Hurricane Ike. [Source: www.fema.gov]CDC has released antiviral drugs to states for the 2009 Influenza Pandemic. [Source: sgp.fas.org]The Joint Commission has set emergency preparedness standards for hospitals throughout the United States, including disaster preparedness. [Source: downloads.aap.org] 2009-08-31: The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster planning in the United States. [Source: training.fema.gov]; The Massachusetts Emergency Management Agency (MEMA) maintains the State Comprehensive Emergency Management Plan, which outlines the state's response to emergencies and disasters. [Source: www.msema.org]; The National Guard plays a role in disaster response and emergency management, with Major General Craig E. Campbell serving as the adjutant general for the State of Alaska. [Source: www.nationalguard.mil]; Kaufman County, Texas, has a registry for residents with disabilities to receive assistance during disasters. [Source: www.kaufmancounty.net];\"\n \"Available facts are as follows: 2009-09-21: The financial cost of Hurricane Ivan in Grenada was estimated at more than US$900 million, more than twice the country's GDP. [Source] 2009-09-14: Disasters pose a very real threat to every individual in the United States. [Source: pubmed.ncbi.nlm.nih.gov] 2009-09-07: Objective facts about the Climate and Disaster situation:Stanislaus County Emergency Services Division provides emergency services to the community, including preparedness for natural disasters. [Source: www.stanoes.com]The U.S. Department of Housing and Urban Development's Disaster Housing Assistance Program provides services to families affected by disasters like Hurricane Ike. [Source: www.fema.gov]CDC has released antiviral drugs to states for the 2009 Influenza Pandemic. [Source: sgp.fas.org]The Joint Commission has set emergency preparedness standards for hospitals throughout the United States, including disaster preparedness. [Source: downloads.aap.org] 2009-08-31: The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster planning in the United States. [Source: training.fema.gov]; The Massachusetts Emergency Management Agency (MEMA) maintains the State Comprehensive Emergency Management Plan, which outlines the state's response to emergencies and disasters. [Source: www.msema.org]; The National Guard plays a role in disaster response and emergency management, with Major General Craig E. Campbell serving as the adjutant general for the State of Alaska. [Source: www.nationalguard.mil]; Kaufman County, Texas, has a registry for residents with disabilities to receive assistance during disasters. [Source: www.kaufmancounty.net];\"]"}
-{"batch_x": [601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0], "batch_y": [191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2009-10-26: The United States has laws and agencies in place to respond to emergencies and disasters, such as the Federal Emergency Management Agency (FEMA) and the Stafford Disaster Relief and Emergency Assistance Act. [Source] 2009-10-19: The effects of natural disasters and climate change vary widely by state, county, and community, with social variables such as income and age contributing to social vulnerability. [Source: www.oxfamamerica.org] 2009-10-12: The United States Environmental Protection Agency issued a National Emergency Preparedness plan to respond to disasters and emergencies. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) declared a Federal Major Disaster Declaration for American Samoa on September 29, 2009. [Source: www.doi.gov]; The US Fire Administration/National Fire Data Center reported that fires cause a significant number of disasters in the United States. [Source: www.usfa.fema.gov]; The State of Alaska has an Emergency Operations Plan (EOP) to respond to disasters, which was updated in 2023. [Source: www.muni.org]; The President of the United States can declare an emergency or major disaster, authorizing federal assistance to state governments. [Source: www.floridahealth.gov] 2009-10-05: There are various emergency management agencies and organizations in the United States, such as Hernando County, FL, Seattle, WA, and South Carolina, that provide disaster relief and management services. [Source];'\n 'Available facts are as follows: 2009-10-26: The United States has laws and agencies in place to respond to emergencies and disasters, such as the Federal Emergency Management Agency (FEMA) and the Stafford Disaster Relief and Emergency Assistance Act. [Source] 2009-10-19: The effects of natural disasters and climate change vary widely by state, county, and community, with social variables such as income and age contributing to social vulnerability. [Source: www.oxfamamerica.org] 2009-10-12: The United States Environmental Protection Agency issued a National Emergency Preparedness plan to respond to disasters and emergencies. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) declared a Federal Major Disaster Declaration for American Samoa on September 29, 2009. [Source: www.doi.gov]; The US Fire Administration/National Fire Data Center reported that fires cause a significant number of disasters in the United States. [Source: www.usfa.fema.gov]; The State of Alaska has an Emergency Operations Plan (EOP) to respond to disasters, which was updated in 2023. [Source: www.muni.org]; The President of the United States can declare an emergency or major disaster, authorizing federal assistance to state governments. [Source: www.floridahealth.gov] 2009-10-05: There are various emergency management agencies and organizations in the United States, such as Hernando County, FL, Seattle, WA, and South Carolina, that provide disaster relief and management services. [Source];']"}
-{"batch_x": [618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0], "batch_y": [471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2009-11-23: The U.S. Army Corps of Engineers aims to reduce disaster risk through vital engineering solutions. [Source: www.usace.army.mil]; The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) provides federal assistance in response to disasters. [Source: www.fema.gov]; The Chernobyl accident in 1986 was a major nuclear disaster that highlighted the importance of emergency preparedness. [Source: world-nuclear.org]; The Great Appalachian Storm of 1950 was a devastating winter storm that struck the eastern United States. [Source: www.weather.gov]; The Nuclear disaster at Three Mile Island in 1979 was the worst accident in the history of the U.S. nuclear power industry. [Source: www.history.com] 2009-11-16: The Federal Emergency Management Agency (FEMA) is responsible for declaring major disasters or emergencies in the United States. [Source] 2009-11-09: The United States has laws and regulations in place to respond to disasters and emergencies, including natural disasters and terrorist attacks. [Source: www.revisor.mn.gov, www.palmettofl.org, dmna.ny.gov, www.kwo.ks.gov, codes.findlaw.com] 2009-11-02: The US Army Corps of Engineers has emergency response teams that can respond to disasters within hours. [Source: www.army.mil]; The Federal Emergency Management Agency (FEMA) oversees disaster relief funding and operations of federal agencies. [Source: www.usace.army.mil]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act outlines the roles and responsibilities of federal agencies in disaster response. [Source: www.fema.gov]; The American Red Cross has a Congressional Charter to provide disaster relief and other humanitarian services. [Source: www.redcross.org];'\n 'Available facts are as follows: 2009-11-23: The U.S. Army Corps of Engineers aims to reduce disaster risk through vital engineering solutions. [Source: www.usace.army.mil]; The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) provides federal assistance in response to disasters. [Source: www.fema.gov]; The Chernobyl accident in 1986 was a major nuclear disaster that highlighted the importance of emergency preparedness. [Source: world-nuclear.org]; The Great Appalachian Storm of 1950 was a devastating winter storm that struck the eastern United States. [Source: www.weather.gov]; The Nuclear disaster at Three Mile Island in 1979 was the worst accident in the history of the U.S. nuclear power industry. [Source: www.history.com] 2009-11-16: The Federal Emergency Management Agency (FEMA) is responsible for declaring major disasters or emergencies in the United States. [Source] 2009-11-09: The United States has laws and regulations in place to respond to disasters and emergencies, including natural disasters and terrorist attacks. [Source: www.revisor.mn.gov, www.palmettofl.org, dmna.ny.gov, www.kwo.ks.gov, codes.findlaw.com] 2009-11-02: The US Army Corps of Engineers has emergency response teams that can respond to disasters within hours. [Source: www.army.mil]; The Federal Emergency Management Agency (FEMA) oversees disaster relief funding and operations of federal agencies. [Source: www.usace.army.mil]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act outlines the roles and responsibilities of federal agencies in disaster response. [Source: www.fema.gov]; The American Red Cross has a Congressional Charter to provide disaster relief and other humanitarian services. [Source: www.redcross.org];']"}
-{"batch_x": [513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0], "batch_y": [185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2009-12-21: There have been significant ferry disasters in the United States, such as the George Prince Ferry Disaster in 1976, which resulted in 77 lives lost. [Source]; The United States has emergency management systems in place, including the 911 system, which provides faster responses to emergencies. [Source]; The Indian Health Service has an Emergency Management Plan in place to respond to emergencies, hazardous materials incidents, and environmental disasters. [Source]; The United States Department of Agriculture – Forest Service (USDA-FS) uses incident command systems (ICS) for incident management during disasters or emergencies. [Source] 2009-12-14: The Robert T. Stafford Disaster Relief and Emergency Assistance Act of 2000 is a law that provides assistance in the event of a major disaster or emergency declared by the President of the United States. [Source]; The National Disaster Management Authority (NDMA) is a national authority that coordinates responses to emergencies. [Source] 2009-12-07: The United States has a National Policy on Disaster Management (NPDM) that aims to enhance emergency responding capabilities and assist state governments in the pre-disaster phase. [Source: www.mha.gov.in]; The City of Marion, McDowell County, has a Source Water Protection Plan that includes local and state efforts in relieving emergency or disaster-related problems. [Source: www.deq.nc.gov]; The National Park Service has a teaching program that educates students on preparing for emergencies and disasters. [Source: www.nps.gov] 2009-11-30: The US Army Corps of Engineers (USACE) has its own authority to directly respond to State requests for support in responding to major disasters. [Source]; The Department of Homeland Security (DHS) establishes national security emergency policy within the Continental United States (CONUS). [Source]; Direct Relief offers targeted assistance to help health providers prepare for and respond to emergencies, including distributing medical supplies. [Source];'\n 'Available facts are as follows: 2009-12-21: There have been significant ferry disasters in the United States, such as the George Prince Ferry Disaster in 1976, which resulted in 77 lives lost. [Source]; The United States has emergency management systems in place, including the 911 system, which provides faster responses to emergencies. [Source]; The Indian Health Service has an Emergency Management Plan in place to respond to emergencies, hazardous materials incidents, and environmental disasters. [Source]; The United States Department of Agriculture – Forest Service (USDA-FS) uses incident command systems (ICS) for incident management during disasters or emergencies. [Source] 2009-12-14: The Robert T. Stafford Disaster Relief and Emergency Assistance Act of 2000 is a law that provides assistance in the event of a major disaster or emergency declared by the President of the United States. [Source]; The National Disaster Management Authority (NDMA) is a national authority that coordinates responses to emergencies. [Source] 2009-12-07: The United States has a National Policy on Disaster Management (NPDM) that aims to enhance emergency responding capabilities and assist state governments in the pre-disaster phase. [Source: www.mha.gov.in]; The City of Marion, McDowell County, has a Source Water Protection Plan that includes local and state efforts in relieving emergency or disaster-related problems. [Source: www.deq.nc.gov]; The National Park Service has a teaching program that educates students on preparing for emergencies and disasters. [Source: www.nps.gov] 2009-11-30: The US Army Corps of Engineers (USACE) has its own authority to directly respond to State requests for support in responding to major disasters. [Source]; The Department of Homeland Security (DHS) establishes national security emergency policy within the Continental United States (CONUS). [Source]; Direct Relief offers targeted assistance to help health providers prepare for and respond to emergencies, including distributing medical supplies. [Source];']"}
-{"batch_x": [668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0], "batch_y": [52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2010-01-25: The United States government and various organizations are preparing for and responding to disasters and emergencies, including bioterrorism and natural disasters. [Source] 2010-01-18: The United States Government has responded to the Haiti earthquake disaster with emergency response teams, including DMATs and IMSuRT, which have treated over 2,160 patients. [Source: obamawhitehouse.archives.gov]; The Federal Emergency Management Agency (FEMA) provides Community Disaster Loans to states affected by natural disasters. [Source: www.ecfr.gov]; The American Red Cross has a Disaster Preparedness Volunteer program and provides support for humanitarian needs. [Source: www.redcross.org] 2010-01-11: The 2010 Haiti Earthquake had a magnitude of 7.0 and affected 3,500,000 people, with 220,000 people estimated to have died. [Source: www.dec.org.uk]; The Illinois Emergency Management Agency has a disaster declaration process that includes a funding process and public assistance. [Source: iemaohs.illinois.gov]; The United Church of Christ has a Disaster Ministries team that responds to natural and human-caused disasters across the United States and its territories. [Source: www.ucc.org] 2010-01-04: The United States Department of Homeland Security has a National Emergency plan in place, and executive orders can be issued to declare a state of disaster or emergency. [Source]; The United States Army Corps of Engineers is involved in emergency scour repair work at Dresden Island Lock and Dam, indicating a focus on disaster response and mitigation. [Source]; The U.S. Public Health Service has a National Disaster Medical System in place, which responds to emergencies and disasters. [Source];'\n 'Available facts are as follows: 2010-01-25: The United States government and various organizations are preparing for and responding to disasters and emergencies, including bioterrorism and natural disasters. [Source] 2010-01-18: The United States Government has responded to the Haiti earthquake disaster with emergency response teams, including DMATs and IMSuRT, which have treated over 2,160 patients. [Source: obamawhitehouse.archives.gov]; The Federal Emergency Management Agency (FEMA) provides Community Disaster Loans to states affected by natural disasters. [Source: www.ecfr.gov]; The American Red Cross has a Disaster Preparedness Volunteer program and provides support for humanitarian needs. [Source: www.redcross.org] 2010-01-11: The 2010 Haiti Earthquake had a magnitude of 7.0 and affected 3,500,000 people, with 220,000 people estimated to have died. [Source: www.dec.org.uk]; The Illinois Emergency Management Agency has a disaster declaration process that includes a funding process and public assistance. [Source: iemaohs.illinois.gov]; The United Church of Christ has a Disaster Ministries team that responds to natural and human-caused disasters across the United States and its territories. [Source: www.ucc.org] 2010-01-04: The United States Department of Homeland Security has a National Emergency plan in place, and executive orders can be issued to declare a state of disaster or emergency. [Source]; The United States Army Corps of Engineers is involved in emergency scour repair work at Dresden Island Lock and Dam, indicating a focus on disaster response and mitigation. [Source]; The U.S. Public Health Service has a National Disaster Medical System in place, which responds to emergencies and disasters. [Source];']"}
-{"batch_x": [331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0], "batch_y": [75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2010-02-22: The U.S. Army Corps of Engineers, New England District provides disaster and emergency assistance, regulatory administration, and engineering and construction management support to other agencies. [Source: www.nae.usace.army.mil]; The National Commission on Children and Disasters includes state and local emergency management perspectives to address the needs of children in disasters. [Source: www.everycrsreport.com]; The Caribbean Disaster Emergency Management Agency (CDEMA) is a regional inter-governmental agency for disaster management in the Caribbean Community. [Source: www.cdema.org] 2010-02-15: Objective facts about the Climate and Disaster situation:The Association of American Medical Colleges (AAMC) in the United States recommended that bioterrorism education be included in all medical school curricula in 2003. [Source: www.ncbi.nlm.nih.gov] 2010-02-08: The Caribbean Disaster Emergency Management Agency (CDEMA) launched a Public Awareness and Education Campaign in Antigua and Barbuda to address Tsunami and Other Coastal Hazards. [Source]; The U.S. Small Business Administration provides resources for small businesses to prepare for emergencies and recover from disasters, including federal contracting certifications. [Source] 2010-02-01: The United States has a framework for responding to disasters and emergencies, which involves local, tribal, State, and Federal governments. [Source: www.fema.gov];'\n 'Available facts are as follows: 2010-02-22: The U.S. Army Corps of Engineers, New England District provides disaster and emergency assistance, regulatory administration, and engineering and construction management support to other agencies. [Source: www.nae.usace.army.mil]; The National Commission on Children and Disasters includes state and local emergency management perspectives to address the needs of children in disasters. [Source: www.everycrsreport.com]; The Caribbean Disaster Emergency Management Agency (CDEMA) is a regional inter-governmental agency for disaster management in the Caribbean Community. [Source: www.cdema.org] 2010-02-15: Objective facts about the Climate and Disaster situation:The Association of American Medical Colleges (AAMC) in the United States recommended that bioterrorism education be included in all medical school curricula in 2003. [Source: www.ncbi.nlm.nih.gov] 2010-02-08: The Caribbean Disaster Emergency Management Agency (CDEMA) launched a Public Awareness and Education Campaign in Antigua and Barbuda to address Tsunami and Other Coastal Hazards. [Source]; The U.S. Small Business Administration provides resources for small businesses to prepare for emergencies and recover from disasters, including federal contracting certifications. [Source] 2010-02-01: The United States has a framework for responding to disasters and emergencies, which involves local, tribal, State, and Federal governments. [Source: www.fema.gov];']"}
-{"batch_x": [438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0], "batch_y": [43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2010-03-22: Emergency management programs aim to reduce the impact of known hazards through pre and post-disaster mitigation, preparedness, and response activities. [Source: www.tdem.texas.gov] 2010-03-15: Ninety percent of all natural disasters in the U.S. involve flooding, and about 25% of flood insurance claims come from moderate- to low-risk areas. [Source: www.fbiic.gov] 2010-03-08: The U.S. Army Corps of Engineers is part of the federal government's unified national response to disasters and emergencies. [Source: www.sas.usace.army.mil]; The U.S. Department of Homeland Security (DHS) is responsible for safety and immigration enforcement during emergency events, including natural disasters. [Source: www.dhs.gov]; The USAID-led emergency response team has supported government vaccination efforts in IDP camps, vaccinating 233,251 people as of March 10, 2010. [Source: obamawhitehouse.archives.gov]; The USDA offers disaster assistance to farmers and ranchers affected by natural disasters. [Source: fsa.usda.gov] 2010-03-01: The United States Department of Agriculture's Farm Service Agency (FSA) has announced disaster and emergency declarations for various states and counties. [Source: www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) is responsible for coordinating responses to disasters in the United States. [Source: www.un-spider.org]; The National Weather Service has a long history of weather observation networks across the United States, dating back to the early 1800s. [Source: www.weather.gov];\"\n \"Available facts are as follows: 2010-03-22: Emergency management programs aim to reduce the impact of known hazards through pre and post-disaster mitigation, preparedness, and response activities. [Source: www.tdem.texas.gov] 2010-03-15: Ninety percent of all natural disasters in the U.S. involve flooding, and about 25% of flood insurance claims come from moderate- to low-risk areas. [Source: www.fbiic.gov] 2010-03-08: The U.S. Army Corps of Engineers is part of the federal government's unified national response to disasters and emergencies. [Source: www.sas.usace.army.mil]; The U.S. Department of Homeland Security (DHS) is responsible for safety and immigration enforcement during emergency events, including natural disasters. [Source: www.dhs.gov]; The USAID-led emergency response team has supported government vaccination efforts in IDP camps, vaccinating 233,251 people as of March 10, 2010. [Source: obamawhitehouse.archives.gov]; The USDA offers disaster assistance to farmers and ranchers affected by natural disasters. [Source: fsa.usda.gov] 2010-03-01: The United States Department of Agriculture's Farm Service Agency (FSA) has announced disaster and emergency declarations for various states and counties. [Source: www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) is responsible for coordinating responses to disasters in the United States. [Source: www.un-spider.org]; The National Weather Service has a long history of weather observation networks across the United States, dating back to the early 1800s. [Source: www.weather.gov];\"]"}
-{"batch_x": [608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0], "batch_y": [57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2010-04-19: The Deepwater Horizon oil spill in the Gulf of Mexico was a major disaster that occurred on April 20, 2010. [Source: www.csb.gov]; The American Red Cross responds to approximately 64,000 emergencies or disasters in the U.S. every year. [Source: www.arrl.org] 2010-04-12: The United States has been investing in disaster management and response, with efforts from government agencies, corporations, and medical institutions. [Source] 2010-04-05: The United States has experienced various disasters, including mine disasters, agricultural-related disasters, and earthquakes. [Source: www.msha.gov, www.fsa.usda.gov, www.pacaf.af.mil]; The country has a system in place to respond to disasters, including declared disaster information, emergency operations plans, and mutual aid agreements. [Source: www.nh.gov, files.asprtracie.hhs.gov]; There are resources available to help people prepare for and cope with disasters, such as the American Red Cross's BeRedCrossReady program and the National Terrorism Advisory System. [Source: www.redcross.org, www.readyatlantic.org] 2010-03-29: The New Madrid Seismic Zone is a region in the central United States that experiences significant seismic activity annually. [Source: sema.dps.mo.gov]; The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster response and management in the United States. [Source: apps.dtic.mil]; The Caribbean Disaster Emergency Management Agency (CDEMA) is a regional organization that coordinates disaster management efforts in the Caribbean. [Source: www.scm.oas.org];\"\n \"Available facts are as follows: 2010-04-19: The Deepwater Horizon oil spill in the Gulf of Mexico was a major disaster that occurred on April 20, 2010. [Source: www.csb.gov]; The American Red Cross responds to approximately 64,000 emergencies or disasters in the U.S. every year. [Source: www.arrl.org] 2010-04-12: The United States has been investing in disaster management and response, with efforts from government agencies, corporations, and medical institutions. [Source] 2010-04-05: The United States has experienced various disasters, including mine disasters, agricultural-related disasters, and earthquakes. [Source: www.msha.gov, www.fsa.usda.gov, www.pacaf.af.mil]; The country has a system in place to respond to disasters, including declared disaster information, emergency operations plans, and mutual aid agreements. [Source: www.nh.gov, files.asprtracie.hhs.gov]; There are resources available to help people prepare for and cope with disasters, such as the American Red Cross's BeRedCrossReady program and the National Terrorism Advisory System. [Source: www.redcross.org, www.readyatlantic.org] 2010-03-29: The New Madrid Seismic Zone is a region in the central United States that experiences significant seismic activity annually. [Source: sema.dps.mo.gov]; The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster response and management in the United States. [Source: apps.dtic.mil]; The Caribbean Disaster Emergency Management Agency (CDEMA) is a regional organization that coordinates disaster management efforts in the Caribbean. [Source: www.scm.oas.org];\"]"}
-{"batch_x": [446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0], "batch_y": [73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472]], "batch_text": "[\"Available facts are as follows: 2010-05-24: The Pacific Islands Health Officers Association declared a Regional State of Health Emergency among the United States Pacific Islands in 2010. [Source]; The Federal Emergency Management Agency's (FEMA) disaster purchase card program was audited in 2010, highlighting areas for improvement. [Source]; The Emergency Management Assistance Compact (EMAC) allows states to share resources across state lines during times of disaster and emergency. [Source]; Emergency plans that specifically address the needs of women, infants, and children during disasters are underdeveloped in the United States. [Source]; The United States has experienced large-scale disasters, highlighting the need for improved disaster preparedness and response. [Source] 2010-05-17: The Nebraska Emergency Management Agency (NEMA) is part of the Military Department, and the state's Adjutant General, Brigadier General Craig Strong, oversees it. [Source]; Coos County Emergency Management is a division of the Coos County Sheriff's Office, and it works with State and Federal agencies during an emergency. [Source]; The Federal Emergency Management Agency (FEMA) conducts joint inspection exercises to ensure preparedness for disasters. [Source]; Emergency management agencies at the local, state, and federal levels work together to respond to disasters. [Source] 2010-05-10: Floods are the most common and costliest natural disaster in the United States. [Source: www.vumc.org, emergency.vanderbilt.edu]; An all-hazards approach refers to preparedness for terrorist attacks, major disasters, and other emergencies within the United States. [Source: www.fema.gov]; The United States experienced a Category 5 hurricane threat in 2010. [Source: www.army.mil] 2010-05-03: The United States has various emergency management agencies and offices at the state and local level, such as the State Emergency Management Office (SEMO) in New York and the Montana Disaster and Emergency Services, which are responsible for disaster preparedness and response. [Source]; The Federal Emergency Management Agency (FEMA) provides guidance and resources for disaster response and recovery, including the Substantial Damage Desk Reference. [Source];\"\n \"Available facts are as follows: 2010-05-24: The Pacific Islands Health Officers Association declared a Regional State of Health Emergency among the United States Pacific Islands in 2010. [Source]; The Federal Emergency Management Agency's (FEMA) disaster purchase card program was audited in 2010, highlighting areas for improvement. [Source]; The Emergency Management Assistance Compact (EMAC) allows states to share resources across state lines during times of disaster and emergency. [Source]; Emergency plans that specifically address the needs of women, infants, and children during disasters are underdeveloped in the United States. [Source]; The United States has experienced large-scale disasters, highlighting the need for improved disaster preparedness and response. [Source] 2010-05-17: The Nebraska Emergency Management Agency (NEMA) is part of the Military Department, and the state's Adjutant General, Brigadier General Craig Strong, oversees it. [Source]; Coos County Emergency Management is a division of the Coos County Sheriff's Office, and it works with State and Federal agencies during an emergency. [Source]; The Federal Emergency Management Agency (FEMA) conducts joint inspection exercises to ensure preparedness for disasters. [Source]; Emergency management agencies at the local, state, and federal levels work together to respond to disasters. [Source] 2010-05-10: Floods are the most common and costliest natural disaster in the United States. [Source: www.vumc.org, emergency.vanderbilt.edu]; An all-hazards approach refers to preparedness for terrorist attacks, major disasters, and other emergencies within the United States. [Source: www.fema.gov]; The United States experienced a Category 5 hurricane threat in 2010. [Source: www.army.mil] 2010-05-03: The United States has various emergency management agencies and offices at the state and local level, such as the State Emergency Management Office (SEMO) in New York and the Montana Disaster and Emergency Services, which are responsible for disaster preparedness and response. [Source]; The Federal Emergency Management Agency (FEMA) provides guidance and resources for disaster response and recovery, including the Substantial Damage Desk Reference. [Source];\"]"}
-{"batch_x": [191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0], "batch_y": [155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2010-06-21: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance in response to presidentially declared disasters. [Source]; The United States Government has responded to disasters such as the Haiti earthquake, providing emergency assistance and relief. [Source]; Geospatial data and tools are used for emergency response and disaster management. [Source]; The United States Department of Agriculture provides assistance in response to presidentially declared disasters. [Source] 2010-06-14: The United States government has established various frameworks and systems to improve public health response to disasters, including the Incident Management Assistance Team (IMAT) and the Emergency Support Function (ESF) system. [Source]; The ESF system has 20 functions, including logistics management, defense support to civil authorities, and emergency communications. [Source] 2010-06-07: The Wisconsin National Guard and the Nicaraguan military are collaborating on disaster preparedness and response. [Source: www.nationalguard.mil]; The American Red Cross is providing emergency preparedness kits to families to help them stay prepared in the event of an emergency or natural disaster. [Source: www.army.mil]; The United States has laws in place, such as the Stafford Disaster Relief and Emergency Assistance Act of 2005, to guide disaster relief and emergency assistance efforts. [Source: www.afrc.af.mil]; Hurricane Katrina was one of the most devastating disasters to occur in the United States, with nearly 5 years of recovery efforts still ongoing. [Source: www.icpsr.umich.edu]; International emergency officials are meeting to discuss disaster and emergency management, including fire and emergency responders from three European nations and the U.S. [Source: www.usafe.af.mil]; The USGS Remote Sensing is working with the Bahamas National Geographic Information System to provide timely and effective emergency response to disasters in The Bahamas. [Source: www.bahamas.gov.bs] 2010-05-31: The Stafford Disaster Relief and Emergency Assistance Act authorized the President of the United States to establish a program of disaster preparedness and provide assistance in the event of a disaster or emergency. [Source: www.oregonlegislature.gov]; The development of rapid assessment tools for disaster response started in the United States in the 1980s. [Source: www.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2010-06-21: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance in response to presidentially declared disasters. [Source]; The United States Government has responded to disasters such as the Haiti earthquake, providing emergency assistance and relief. [Source]; Geospatial data and tools are used for emergency response and disaster management. [Source]; The United States Department of Agriculture provides assistance in response to presidentially declared disasters. [Source] 2010-06-14: The United States government has established various frameworks and systems to improve public health response to disasters, including the Incident Management Assistance Team (IMAT) and the Emergency Support Function (ESF) system. [Source]; The ESF system has 20 functions, including logistics management, defense support to civil authorities, and emergency communications. [Source] 2010-06-07: The Wisconsin National Guard and the Nicaraguan military are collaborating on disaster preparedness and response. [Source: www.nationalguard.mil]; The American Red Cross is providing emergency preparedness kits to families to help them stay prepared in the event of an emergency or natural disaster. [Source: www.army.mil]; The United States has laws in place, such as the Stafford Disaster Relief and Emergency Assistance Act of 2005, to guide disaster relief and emergency assistance efforts. [Source: www.afrc.af.mil]; Hurricane Katrina was one of the most devastating disasters to occur in the United States, with nearly 5 years of recovery efforts still ongoing. [Source: www.icpsr.umich.edu]; International emergency officials are meeting to discuss disaster and emergency management, including fire and emergency responders from three European nations and the U.S. [Source: www.usafe.af.mil]; The USGS Remote Sensing is working with the Bahamas National Geographic Information System to provide timely and effective emergency response to disasters in The Bahamas. [Source: www.bahamas.gov.bs] 2010-05-31: The Stafford Disaster Relief and Emergency Assistance Act authorized the President of the United States to establish a program of disaster preparedness and provide assistance in the event of a disaster or emergency. [Source: www.oregonlegislature.gov]; The development of rapid assessment tools for disaster response started in the United States in the 1980s. [Source: www.ncbi.nlm.nih.gov];']"}
-{"batch_x": [471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0], "batch_y": [1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2010-07-26: The Office of Emergency Management provides operational awareness of emergency situations, including disasters, emergencies, or wars. [Source: www.energy.gov]; The Deepwater Horizon disaster has provided health lessons for emergency responders. [Source: www.ncbi.nlm.nih.gov]; Army forces conduct civil support operations in response to disasters, accidents, and incidents within the United States and its territories. [Source: www.publications.usace.army.mil]; Emergency medical services in the United States are provided through a complex system composed of highly trained professionals. [Source: nasemso.org]; The American Red Cross provides disaster relief and has an urgent need for volunteers. [Source: www.redcross.org]; The government of Alabama has demonstrated a commitment to providing emergency funds shortly after a disaster. [Source: www.preventionweb.net] 2010-07-19: The United States has programs and initiatives in place to prepare for and respond to disasters and emergencies, such as ESAR-VHP and the all-hazards approach. [Source: www.phe.gov, www.fema.gov] 2010-07-12: The United States has established emergency response plans and protocols to address public health emergencies and large-scale disasters, including mass casualty incidents and natural disasters. [Source: pubmed.ncbi.nlm.nih.gov] 2010-07-05: The United States has emergency preparedness plans and provisions in place for child care licensing administration in the event of an emergency or disaster. [Source: www.acf.hhs.gov]; The General Assembly has adopted a landmark resolution calling on states to ensure disaster risk reduction and management in emergency situations. [Source: press.un.org]; The FEMA's Logistics Management Process for Emergency Supplies includes predictive modeling and other measures to prepare for emergencies. [Source: www.oig.dhs.gov];\"\n \"Available facts are as follows: 2010-07-26: The Office of Emergency Management provides operational awareness of emergency situations, including disasters, emergencies, or wars. [Source: www.energy.gov]; The Deepwater Horizon disaster has provided health lessons for emergency responders. [Source: www.ncbi.nlm.nih.gov]; Army forces conduct civil support operations in response to disasters, accidents, and incidents within the United States and its territories. [Source: www.publications.usace.army.mil]; Emergency medical services in the United States are provided through a complex system composed of highly trained professionals. [Source: nasemso.org]; The American Red Cross provides disaster relief and has an urgent need for volunteers. [Source: www.redcross.org]; The government of Alabama has demonstrated a commitment to providing emergency funds shortly after a disaster. [Source: www.preventionweb.net] 2010-07-19: The United States has programs and initiatives in place to prepare for and respond to disasters and emergencies, such as ESAR-VHP and the all-hazards approach. [Source: www.phe.gov, www.fema.gov] 2010-07-12: The United States has established emergency response plans and protocols to address public health emergencies and large-scale disasters, including mass casualty incidents and natural disasters. [Source: pubmed.ncbi.nlm.nih.gov] 2010-07-05: The United States has emergency preparedness plans and provisions in place for child care licensing administration in the event of an emergency or disaster. [Source: www.acf.hhs.gov]; The General Assembly has adopted a landmark resolution calling on states to ensure disaster risk reduction and management in emergency situations. [Source: press.un.org]; The FEMA's Logistics Management Process for Emergency Supplies includes predictive modeling and other measures to prepare for emergencies. [Source: www.oig.dhs.gov];\"]"}
-{"batch_x": [185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0], "batch_y": [1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909]], "batch_text": "[\"Available facts are as follows: 2010-08-23: The Center for Disaster Risk Policy (CDRP) is located at Florida State University, and it focuses on disaster risk policy and emergency management. [Source]; FEMA (Federal Emergency Management Agency) provides disaster housing and has projects worth $400 million across 4 states, with a duration of 4 years. [Source]; The Florida Statute 252 outlines the state's agricultural response team's emergency response to animal, agricultural, and vector issues, as well as monitoring of nursing homes and assisted living facilities. [Source]; The FBI has charged individuals with disaster relief fraud related to Hurricane Katrina. [Source] 2010-08-16: The United States government has various departments and agencies responsible for disaster preparedness and response, including the Office of Minority Health, National Guard, and Department of Health and Human Services. [Source] 2010-08-09: The American Red Cross has an urgent need for volunteers to help with disaster relief efforts. [Source: www.redcross.org]; The first response to a disaster is the job of local government's emergency services, supplemented by nearby municipalities, state resources, and volunteer organizations. [Source: www.norwalkct.gov]; The USDA has designated 92 Texas counties as primary natural disaster areas. [Source: fsa.usda.gov]; FEMA provides disaster assistance to eligible households, with certain citizenship and residency requirements. [Source: www.fema.gov]; The Stafford Disaster Assistance and Emergency Relief Act (Stafford Act) provides federal emergency funding for disaster relief efforts. [Source: www.superiorwi.gov] 2010-08-02: The Kansas CHEMPACK Program is designed to respond to chemical disasters or emergencies in the United States. [Source: www.kdhe.ks.gov]; The Southeastern United States is used as a proof of concept for disaster resilience indicators. [Source: www.degruyter.com]; The Federal Emergency Management Agency (FEMA) provides financial assistance to those affected by disasters. [Source: www.earthquakecountry.org];\"\n \"Available facts are as follows: 2010-08-23: The Center for Disaster Risk Policy (CDRP) is located at Florida State University, and it focuses on disaster risk policy and emergency management. [Source]; FEMA (Federal Emergency Management Agency) provides disaster housing and has projects worth $400 million across 4 states, with a duration of 4 years. [Source]; The Florida Statute 252 outlines the state's agricultural response team's emergency response to animal, agricultural, and vector issues, as well as monitoring of nursing homes and assisted living facilities. [Source]; The FBI has charged individuals with disaster relief fraud related to Hurricane Katrina. [Source] 2010-08-16: The United States government has various departments and agencies responsible for disaster preparedness and response, including the Office of Minority Health, National Guard, and Department of Health and Human Services. [Source] 2010-08-09: The American Red Cross has an urgent need for volunteers to help with disaster relief efforts. [Source: www.redcross.org]; The first response to a disaster is the job of local government's emergency services, supplemented by nearby municipalities, state resources, and volunteer organizations. [Source: www.norwalkct.gov]; The USDA has designated 92 Texas counties as primary natural disaster areas. [Source: fsa.usda.gov]; FEMA provides disaster assistance to eligible households, with certain citizenship and residency requirements. [Source: www.fema.gov]; The Stafford Disaster Assistance and Emergency Relief Act (Stafford Act) provides federal emergency funding for disaster relief efforts. [Source: www.superiorwi.gov] 2010-08-02: The Kansas CHEMPACK Program is designed to respond to chemical disasters or emergencies in the United States. [Source: www.kdhe.ks.gov]; The Southeastern United States is used as a proof of concept for disaster resilience indicators. [Source: www.degruyter.com]; The Federal Emergency Management Agency (FEMA) provides financial assistance to those affected by disasters. [Source: www.earthquakecountry.org];\"]"}
-{"batch_x": [52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0], "batch_y": [258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306]], "batch_text": "[\"Available facts are as follows: 2010-09-20: The United States government has plans and resources in place for disaster response and emergency management, including funding for states and NGOs. [Source: www.scstatehouse.gov, www.phe.gov, oceanservice.noaa.gov] 2010-09-13: The U.S. set a record with 12 separate billion-dollar weather/climate disasters in 2011, with an aggregate damage total of approximately $52 billion. [Source: training.fema.gov]; Governor Laura Kelly issued a verbal state of disaster emergency proclamation due to severe weather that will affect the state of Kansas. [Source: www.kansastag.gov] 2010-09-06: The United States has experienced natural disasters such as Hurricane Katrina in 2005, with almost 10,000 National Guard troops mobilized for emergency response. [Source: www.army.mil]; The Federation's Disaster Relief Emergency Fund (DREF) has allocated funds to support disaster relief efforts, such as $51,127 allocated to support Antigua and Barbuda after Hurricane Earl. [Source: reliefweb.int]; The US Department of Homeland Security's Federal Emergency Management Agency (FEMA) has an ESF-3 Annex to the NRF that addresses contaminated debris mission. [Source: www.fema.gov] 2010-08-30: The Pima County Office of Emergency Management is a local, federally mandated program of the Federal Emergency Management Agency (FEMA). [Source]; The California Conservation Corps is one of the state's premier emergency response agencies. [Source]; An Emergency Operations Center (EOC) is a facility that serves as a nerve center during both small emergencies and large disasters. [Source]; The United Nations Humanitarian Civil–Military Coordination (UN-CMCoord) aims to improve the effectiveness of humanitarian response to disasters and conflicts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act provides assistance in the event of a catastrophe in any part of the United States. [Source];\"\n \"Available facts are as follows: 2010-09-20: The United States government has plans and resources in place for disaster response and emergency management, including funding for states and NGOs. [Source: www.scstatehouse.gov, www.phe.gov, oceanservice.noaa.gov] 2010-09-13: The U.S. set a record with 12 separate billion-dollar weather/climate disasters in 2011, with an aggregate damage total of approximately $52 billion. [Source: training.fema.gov]; Governor Laura Kelly issued a verbal state of disaster emergency proclamation due to severe weather that will affect the state of Kansas. [Source: www.kansastag.gov] 2010-09-06: The United States has experienced natural disasters such as Hurricane Katrina in 2005, with almost 10,000 National Guard troops mobilized for emergency response. [Source: www.army.mil]; The Federation's Disaster Relief Emergency Fund (DREF) has allocated funds to support disaster relief efforts, such as $51,127 allocated to support Antigua and Barbuda after Hurricane Earl. [Source: reliefweb.int]; The US Department of Homeland Security's Federal Emergency Management Agency (FEMA) has an ESF-3 Annex to the NRF that addresses contaminated debris mission. [Source: www.fema.gov] 2010-08-30: The Pima County Office of Emergency Management is a local, federally mandated program of the Federal Emergency Management Agency (FEMA). [Source]; The California Conservation Corps is one of the state's premier emergency response agencies. [Source]; An Emergency Operations Center (EOC) is a facility that serves as a nerve center during both small emergencies and large disasters. [Source]; The United Nations Humanitarian Civil–Military Coordination (UN-CMCoord) aims to improve the effectiveness of humanitarian response to disasters and conflicts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act provides assistance in the event of a catastrophe in any part of the United States. [Source];\"]"}
-{"batch_x": [75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0], "batch_y": [221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438]], "batch_text": "[\"Available facts are as follows: 2010-10-25: The United States government has established an Emergency Leave Transfer Program to assist employees affected by disasters or emergencies. [Source: www.opm.gov]; The US has committed additional humanitarian assistance to address the emergency in Pakistan's flood disaster. [Source: 2009-2017.state.gov]; The New Madrid Seismic Zone is a region with a high risk of earthquakes, which could be a serious potential disaster. [Source: iemaohs.illinois.gov]; The World Food Programme provides life-saving relief in emergencies and uses food assistance to build peace, stability, and prosperity for people recovering from conflict, disasters, and other crises. [Source: www.wfp.org]; The Federal Emergency Management Agency (FEMA) provides federal disaster assistance. [Source: www.federalregister.gov] 2010-10-18: The U.S. Department of Agriculture, National Agricultural Library, provides resources to learn how to protect animals in disaster and emergency situations. [Source: www.prep4agthreats.org]; The American Red Cross is chartered by the United States and plays a crucial role in disaster or emergency situations, helping people to recover quickly. [Source: gobroomecounty.com]; The Governor of the British Virgin Islands serves as chairman of the National Disaster Management Council (NDMC) and has the authority to revoke a state of emergency in the Territory after a disaster. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) declares federal disaster areas, and the EXPORT-IMPORT BANK OF THE UNITED STATES recognizes the impact of disasters on businesses. [Source: img.exim.gov] 2010-10-11: The National Disaster Medical System has conducted 735 missions in 38 states and U.S. territories in response to COVID-19. [Source: aspr.hhs.gov]; The National Commission on Children and Disasters reported a sobering assessment of the national state of disaster and emergency preparedness for children in 2010. [Source: www.acf.hhs.gov]; Many reports suggest that only a fraction of patients treated in emergency departments following disasters arrive via ambulance, particularly in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The Florida Post-Disaster Redevelopment Planning Initiative aims to improve disaster response and planning in the state. [Source: www.floridadisaster.org]; The IS-11.A course by FEMA provides training on community planning for animals in disasters. [Source: training.fema.gov] 2010-10-04: The International Medical Corps delivers emergency medical and related services to those affected by conflict, disaster, and disease. [Source: internationalmedicalcorps.org]; The US nursing workforce is a critical component of emergency preparedness in the United States. [Source: www.ncbi.nlm.nih.gov]; FEMA (Federal Emergency Management Agency) has 11 offices around the United States and plays a key role in responding to national crises and emergencies. [Source: doee.dc.gov]; The Texas Disaster Volunteer Registry is part of the Emergency System for Advance Registration of Volunteer Health Professionals (ESAR-VHP). [Source: www.dshs.texas.gov]; Hungary declared a state of emergency after a sludge disaster in 2010, which resulted in injuries and environmental damage. [Source: www.theguardian.com];\"\n \"Available facts are as follows: 2010-10-25: The United States government has established an Emergency Leave Transfer Program to assist employees affected by disasters or emergencies. [Source: www.opm.gov]; The US has committed additional humanitarian assistance to address the emergency in Pakistan's flood disaster. [Source: 2009-2017.state.gov]; The New Madrid Seismic Zone is a region with a high risk of earthquakes, which could be a serious potential disaster. [Source: iemaohs.illinois.gov]; The World Food Programme provides life-saving relief in emergencies and uses food assistance to build peace, stability, and prosperity for people recovering from conflict, disasters, and other crises. [Source: www.wfp.org]; The Federal Emergency Management Agency (FEMA) provides federal disaster assistance. [Source: www.federalregister.gov] 2010-10-18: The U.S. Department of Agriculture, National Agricultural Library, provides resources to learn how to protect animals in disaster and emergency situations. [Source: www.prep4agthreats.org]; The American Red Cross is chartered by the United States and plays a crucial role in disaster or emergency situations, helping people to recover quickly. [Source: gobroomecounty.com]; The Governor of the British Virgin Islands serves as chairman of the National Disaster Management Council (NDMC) and has the authority to revoke a state of emergency in the Territory after a disaster. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) declares federal disaster areas, and the EXPORT-IMPORT BANK OF THE UNITED STATES recognizes the impact of disasters on businesses. [Source: img.exim.gov] 2010-10-11: The National Disaster Medical System has conducted 735 missions in 38 states and U.S. territories in response to COVID-19. [Source: aspr.hhs.gov]; The National Commission on Children and Disasters reported a sobering assessment of the national state of disaster and emergency preparedness for children in 2010. [Source: www.acf.hhs.gov]; Many reports suggest that only a fraction of patients treated in emergency departments following disasters arrive via ambulance, particularly in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The Florida Post-Disaster Redevelopment Planning Initiative aims to improve disaster response and planning in the state. [Source: www.floridadisaster.org]; The IS-11.A course by FEMA provides training on community planning for animals in disasters. [Source: training.fema.gov] 2010-10-04: The International Medical Corps delivers emergency medical and related services to those affected by conflict, disaster, and disease. [Source: internationalmedicalcorps.org]; The US nursing workforce is a critical component of emergency preparedness in the United States. [Source: www.ncbi.nlm.nih.gov]; FEMA (Federal Emergency Management Agency) has 11 offices around the United States and plays a key role in responding to national crises and emergencies. [Source: doee.dc.gov]; The Texas Disaster Volunteer Registry is part of the Emergency System for Advance Registration of Volunteer Health Professionals (ESAR-VHP). [Source: www.dshs.texas.gov]; Hungary declared a state of emergency after a sludge disaster in 2010, which resulted in injuries and environmental damage. [Source: www.theguardian.com];\"]"}
-{"batch_x": [43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0], "batch_y": [169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653]], "batch_text": "[\"Available facts are as follows: 2010-11-22: The State Emergency Response Team (SERT) RECON Unit provides an initial assessment of impacted area boundaries and evacuation routes in Florida during disasters. [Source: www.floridadisaster.org]; The Disaster Distress Helpline is a 24/7/365 service that provides emotional support to individuals affected by disasters, and can be reached by calling or texting 1-800-985-5990. [Source: twitter.com]; The New Hampshire wing practices response to public health emergencies through exercises and training, focusing on the state's emergency response plans. [Source: www.nationalguard.mil]; The Colorado Avalanche Information Center provides information, training, and conditions for avalanche response and emergency management. [Source: www.coemergency.com]; The Joint Disaster Training exercise in New York involved the National Guard, civilian emergency responders, and the state defense force to improve emergency response and disaster support. [Source: www.army.mil] 2010-11-15: The United States has a Federal Emergency Management Agency (FEMA) that responds to disasters and emergencies. [Source]; The American Red Cross is involved in emergency disaster response and preparedness. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency response funding and has mandated indicators for monitoring and evaluation. [Source] 2010-11-08: Objective facts about the Climate and Disaster situation:The Americans with Disabilities Act (ADA) is considered in emergency planning and disaster recovery. [Source: www.fema.gov]Polygon Group provides solutions for temporary climate control, document recovery, and emergency drying in the United States. [Source: www.polygongroup.com]The City of Sachse has an Emergency Management Manual that outlines roles and responsibilities in case of a disaster. [Source: www.cityofsachse.com]The Indiana State government has an official website for emergency management and preparedness, including disaster impact assessment forms. [Source: www.in.gov]Desert Water Agency works with local, state, and federal officials to protect water resources in the event of a disaster. [Source: dwa.org] 2010-11-01: The United States government has official websites and agencies dedicated to disaster management and emergency response, such as the Department of Veterans Affairs, Division of Homeland Security and Emergency Services, and FEMA. [Source: www.va.gov, www.dhses.ny.gov, www.fema.gov]; Research has been conducted on emergency preparedness and disaster planning, including a longitudinal study on the impact of emergency preparedness on public health professionals. [Source: pubmed.ncbi.nlm.nih.gov]; The U.S. Army Corps of Engineers is involved in disaster response and emergency management, with a focus on engineering, design, and construction management. [Source: www.poh.usace.army.mil];\"\n \"Available facts are as follows: 2010-11-22: The State Emergency Response Team (SERT) RECON Unit provides an initial assessment of impacted area boundaries and evacuation routes in Florida during disasters. [Source: www.floridadisaster.org]; The Disaster Distress Helpline is a 24/7/365 service that provides emotional support to individuals affected by disasters, and can be reached by calling or texting 1-800-985-5990. [Source: twitter.com]; The New Hampshire wing practices response to public health emergencies through exercises and training, focusing on the state's emergency response plans. [Source: www.nationalguard.mil]; The Colorado Avalanche Information Center provides information, training, and conditions for avalanche response and emergency management. [Source: www.coemergency.com]; The Joint Disaster Training exercise in New York involved the National Guard, civilian emergency responders, and the state defense force to improve emergency response and disaster support. [Source: www.army.mil] 2010-11-15: The United States has a Federal Emergency Management Agency (FEMA) that responds to disasters and emergencies. [Source]; The American Red Cross is involved in emergency disaster response and preparedness. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency response funding and has mandated indicators for monitoring and evaluation. [Source] 2010-11-08: Objective facts about the Climate and Disaster situation:The Americans with Disabilities Act (ADA) is considered in emergency planning and disaster recovery. [Source: www.fema.gov]Polygon Group provides solutions for temporary climate control, document recovery, and emergency drying in the United States. [Source: www.polygongroup.com]The City of Sachse has an Emergency Management Manual that outlines roles and responsibilities in case of a disaster. [Source: www.cityofsachse.com]The Indiana State government has an official website for emergency management and preparedness, including disaster impact assessment forms. [Source: www.in.gov]Desert Water Agency works with local, state, and federal officials to protect water resources in the event of a disaster. [Source: dwa.org] 2010-11-01: The United States government has official websites and agencies dedicated to disaster management and emergency response, such as the Department of Veterans Affairs, Division of Homeland Security and Emergency Services, and FEMA. [Source: www.va.gov, www.dhses.ny.gov, www.fema.gov]; Research has been conducted on emergency preparedness and disaster planning, including a longitudinal study on the impact of emergency preparedness on public health professionals. [Source: pubmed.ncbi.nlm.nih.gov]; The U.S. Army Corps of Engineers is involved in disaster response and emergency management, with a focus on engineering, design, and construction management. [Source: www.poh.usace.army.mil];\"]"}
-{"batch_x": [57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0], "batch_y": [167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2010-12-20: The United States government has official websites and programs dedicated to emergency response and disaster recovery, such as the U.S. Small Business Administration's disaster loan program and the HUD Community Planning and Development's CDBG Disaster Recovery program. [Source]; Various states and organizations have emergency response and disaster preparedness plans in place, including the Colorado Emergency Management, Lane County Emergency Management, and the Arab Strategy for Disaster Risk Reduction 2020. [Source] 2010-12-13: The United States has experienced an unprecedented number of emergencies, including natural, technological, or man-made disasters, over the last decade. [Source: www.floridahealth.gov] 2010-12-06: The US Army Japan has a Natural Disaster Preparedness program and an Emergency Evacuation Program (EEP) in place. [Source: www.usarj.army.mil]; The US government has official websites that use.gov and provide information on emergency situations, such as the Department of Health and Human Services website. [Source: www.hhs.gov]; The NSU College of Osteopathic Medicine offers a Master of Science in Disaster and Emergency Management degree. [Source: osteopathic.nova.edu]; The Office of Emergency Management in Colusa County, CA, is responsible for preparation, response, recovery, and mitigation of disasters. [Source: www.countyofcolusa.org]; Simpler Life has been providing emergency management and disaster relief services since 1981. [Source: simplerlife.com]; Legal concerns are a crucial aspect of disaster planning and crisis standards of care. [Source: www.ncbi.nlm.nih.gov]; Coordinating emergency response requires a unified approach across different levels of government and organizations. [Source: www.boozallen.com]; The Federal Emergency Management Agency (FEMA) offers a Radiological Emergency Management Independent Study Course. [Source: training.fema.gov]; The University of Florida offers a course on Fire and Emergency Services, which covers the principles and phases of emergency management. [Source: catalog.ufl.edu]; The University of Chicago's Department of Medicine has a section dedicated to emergency medicine, including disaster and terrorism preparedness. [Source: medicine.uchicago.edu] 2010-11-29: The State Coordinating Officer plays a critical role in managing the state response to disasters. [Source: www.fema.gov]; The West Virginia Emergency Management department has a mission to coordinate the state's response to disasters. [Source: emd.wv.gov]; The Minnesota Department of Homeland Security and Emergency Management provides resources and links for flood preparation, response, and recovery. [Source: www.dnr.state.mn.us]; The Federal Emergency Management Agency (FEMA) provides assistance to states in the event of a federally declared disaster. [Source: emd.wv.gov]; The National Emergency Management Association provides guidance on emergency management to states. [Source: www.nga.org];\"\n \"Available facts are as follows: 2010-12-20: The United States government has official websites and programs dedicated to emergency response and disaster recovery, such as the U.S. Small Business Administration's disaster loan program and the HUD Community Planning and Development's CDBG Disaster Recovery program. [Source]; Various states and organizations have emergency response and disaster preparedness plans in place, including the Colorado Emergency Management, Lane County Emergency Management, and the Arab Strategy for Disaster Risk Reduction 2020. [Source] 2010-12-13: The United States has experienced an unprecedented number of emergencies, including natural, technological, or man-made disasters, over the last decade. [Source: www.floridahealth.gov] 2010-12-06: The US Army Japan has a Natural Disaster Preparedness program and an Emergency Evacuation Program (EEP) in place. [Source: www.usarj.army.mil]; The US government has official websites that use.gov and provide information on emergency situations, such as the Department of Health and Human Services website. [Source: www.hhs.gov]; The NSU College of Osteopathic Medicine offers a Master of Science in Disaster and Emergency Management degree. [Source: osteopathic.nova.edu]; The Office of Emergency Management in Colusa County, CA, is responsible for preparation, response, recovery, and mitigation of disasters. [Source: www.countyofcolusa.org]; Simpler Life has been providing emergency management and disaster relief services since 1981. [Source: simplerlife.com]; Legal concerns are a crucial aspect of disaster planning and crisis standards of care. [Source: www.ncbi.nlm.nih.gov]; Coordinating emergency response requires a unified approach across different levels of government and organizations. [Source: www.boozallen.com]; The Federal Emergency Management Agency (FEMA) offers a Radiological Emergency Management Independent Study Course. [Source: training.fema.gov]; The University of Florida offers a course on Fire and Emergency Services, which covers the principles and phases of emergency management. [Source: catalog.ufl.edu]; The University of Chicago's Department of Medicine has a section dedicated to emergency medicine, including disaster and terrorism preparedness. [Source: medicine.uchicago.edu] 2010-11-29: The State Coordinating Officer plays a critical role in managing the state response to disasters. [Source: www.fema.gov]; The West Virginia Emergency Management department has a mission to coordinate the state's response to disasters. [Source: emd.wv.gov]; The Minnesota Department of Homeland Security and Emergency Management provides resources and links for flood preparation, response, and recovery. [Source: www.dnr.state.mn.us]; The Federal Emergency Management Agency (FEMA) provides assistance to states in the event of a federally declared disaster. [Source: emd.wv.gov]; The National Emergency Management Association provides guidance on emergency management to states. [Source: www.nga.org];\"]"}
-{"batch_x": [73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0], "batch_y": [210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2011-01-24: There are various government agencies and programs in place for disaster response and emergency planning, such as the Missouri Department of Health and Senior Services' Emergency Terrorism & Response program and the Medical Reserve Corps (MRC) program. [Source: health.mo.gov] 2011-01-17: The US Federal Government has emergency planning and response mechanisms in place, including the Strategic National Stockpile (SNS) and emergency approval procedures for information collection during disasters. [Source]; Disaster and emergency planning involves preparation of kits, including essential items like food, water, and medical supplies, as well as planning for special needs populations like infants. [Source] 2011-01-10: The United States has emergency response plans and protocols in place for natural disasters, including the Federal Emergency Response Plan and the Emergency Management and Support Keystone. [Source: www.fema.gov, www.publicsafety.gc.ca]; The U.S. Geological Survey uses hazards science to improve resiliency of communities to natural disasters, including the ARkStorm Scenario. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) recommends that states develop a disaster debris management plan. [Source: crsreports.congress.gov] 2011-01-03: The majority of the U.S. population (nearly 80%) resides in urban areas, resulting in increasing population concentration in coastal communities and flood-prone areas. [Source: www.prb.org]; There has been an increase in Presidential disaster declarations in the U.S. from December 1964 to March 2013. [Source: www.prep4agthreats.org]; The Federal Emergency Management Agency (FEMA) provides resources for emergency preparedness and disaster response, including seismic rehabilitation techniques. [Source: www.fema.gov]; The U.S. Department of Agriculture provides resources for protecting animals in disaster and emergency situations. [Source: www.prep4agthreats.org];\"\n \"Available facts are as follows: 2011-01-24: There are various government agencies and programs in place for disaster response and emergency planning, such as the Missouri Department of Health and Senior Services' Emergency Terrorism & Response program and the Medical Reserve Corps (MRC) program. [Source: health.mo.gov] 2011-01-17: The US Federal Government has emergency planning and response mechanisms in place, including the Strategic National Stockpile (SNS) and emergency approval procedures for information collection during disasters. [Source]; Disaster and emergency planning involves preparation of kits, including essential items like food, water, and medical supplies, as well as planning for special needs populations like infants. [Source] 2011-01-10: The United States has emergency response plans and protocols in place for natural disasters, including the Federal Emergency Response Plan and the Emergency Management and Support Keystone. [Source: www.fema.gov, www.publicsafety.gc.ca]; The U.S. Geological Survey uses hazards science to improve resiliency of communities to natural disasters, including the ARkStorm Scenario. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) recommends that states develop a disaster debris management plan. [Source: crsreports.congress.gov] 2011-01-03: The majority of the U.S. population (nearly 80%) resides in urban areas, resulting in increasing population concentration in coastal communities and flood-prone areas. [Source: www.prb.org]; There has been an increase in Presidential disaster declarations in the U.S. from December 1964 to March 2013. [Source: www.prep4agthreats.org]; The Federal Emergency Management Agency (FEMA) provides resources for emergency preparedness and disaster response, including seismic rehabilitation techniques. [Source: www.fema.gov]; The U.S. Department of Agriculture provides resources for protecting animals in disaster and emergency situations. [Source: www.prep4agthreats.org];\"]"}
-{"batch_x": [155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0], "batch_y": [372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2011-02-21: The Wisconsin governor can issue an executive order declaring a state of emergency for the state or any portion of the state if he or she determines that an emergency exists. [Source: docs.legis.wisconsin.gov]; The President of the United States can use the services of State and local governments to respond to disasters and emergencies. [Source: www.fema.gov]; The American Red Cross provides disaster relief assistance, health and safety training, and other services to those in need. [Source: www.redcross.org]; The United States Department of Defense and Department of Homeland Security are involved in emergency preparedness and disaster response. [Source: www.nationalguard.mil, www.rand.org] 2011-02-14: The State of Nevada has emergency/disaster response resources for search and rescue, and the U.S. government has official websites for emergency management and disaster response. [Source: dem.nv.gov, www.census.gov] 2011-02-07: The United Nations emphasizes the importance of including persons with disabilities in disaster management processes to ensure their needs are met and voices are heard. [Source: social.desa.un.org]; The Federal Emergency Management Agency (FEMA) is responsible for supporting disaster relief efforts in the United States. [Source: www.linkedin.com]; The City of Seagoville has a system in place for declaring local disasters and states of emergency. [Source: www.seagoville.us]; The Medicaid program provides presumptive eligibility and continuous eligibility for Medicaid and CHIP coverage during emergency situations. [Source: www.medicaid.gov]; The New Jersey Office of Emergency Management (NJOEM) provides current weather and traffic information, as well as resources for disaster public assistance. [Source: nj.gov] 2011-01-31: The U.S. Army Corps of Engineers (USACE) provides Emergency Support Function (ESF); The Federal Emergency Management Agency (FEMA) plays a critical role in disaster assistance and emergency management in the U.S. [Source: www.federalregister.gov]; State and local governments are expected to manage their own debris removal operations following an emergency or major disaster. [Source: www.oig.dhs.gov];'\n 'Available facts are as follows: 2011-02-21: The Wisconsin governor can issue an executive order declaring a state of emergency for the state or any portion of the state if he or she determines that an emergency exists. [Source: docs.legis.wisconsin.gov]; The President of the United States can use the services of State and local governments to respond to disasters and emergencies. [Source: www.fema.gov]; The American Red Cross provides disaster relief assistance, health and safety training, and other services to those in need. [Source: www.redcross.org]; The United States Department of Defense and Department of Homeland Security are involved in emergency preparedness and disaster response. [Source: www.nationalguard.mil, www.rand.org] 2011-02-14: The State of Nevada has emergency/disaster response resources for search and rescue, and the U.S. government has official websites for emergency management and disaster response. [Source: dem.nv.gov, www.census.gov] 2011-02-07: The United Nations emphasizes the importance of including persons with disabilities in disaster management processes to ensure their needs are met and voices are heard. [Source: social.desa.un.org]; The Federal Emergency Management Agency (FEMA) is responsible for supporting disaster relief efforts in the United States. [Source: www.linkedin.com]; The City of Seagoville has a system in place for declaring local disasters and states of emergency. [Source: www.seagoville.us]; The Medicaid program provides presumptive eligibility and continuous eligibility for Medicaid and CHIP coverage during emergency situations. [Source: www.medicaid.gov]; The New Jersey Office of Emergency Management (NJOEM) provides current weather and traffic information, as well as resources for disaster public assistance. [Source: nj.gov] 2011-01-31: The U.S. Army Corps of Engineers (USACE) provides Emergency Support Function (ESF); The Federal Emergency Management Agency (FEMA) plays a critical role in disaster assistance and emergency management in the U.S. [Source: www.federalregister.gov]; State and local governments are expected to manage their own debris removal operations following an emergency or major disaster. [Source: www.oig.dhs.gov];']"}
-{"batch_x": [1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0], "batch_y": [139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2011-03-21: The purpose of the health department's emergency preparedness is to provide resources for individual and family preparedness. [Source: www.lccountymt.gov]; The New York State Police patrol waterways and respond to emergencies, with traffic safety being one of their main missions. [Source: troopers.ny.gov]; The National Park Service teaches students about disaster preparedness and emergency kits through their lesson plans. [Source: www.nps.gov]; Community Risk Reduction and Fire Prevention departments provide disaster preparedness information and resources to the public. [Source: www.cityofpasadena.net]; Monroe County Emergency Management has a pet-friendly shelter policy in place for emergencies and disasters. [Source: www.monroecounty-fl.gov] 2011-03-14: The Federal Emergency Management Agency (FEMA) signed a Memorandum of Understanding (MOU) with Chile's Emergency Management Office to enhance disaster preparedness and relief efforts. [Source]; The National Center for Disaster Preparedness and the American College of Emergency Physicians have released crisis preparation guidelines for emergency medical services. [Source]; The United States government has official websites and resources for emergency preparedness and disaster response, including the FBI, Department of Labor, and US Geological Survey. [Source] 2011-03-07: The 2011 Japan Triple Disaster highlighted the importance of emergency preparedness, and the US has been working on disaster management and response, including oil spill prevention and response. [Source: asiasociety.org, 19january2017snapshot.epa.gov] 2011-02-28: Objective facts about the Climate and Disaster situation:There are various resources available for disaster mental health planning and response, including information and links to disaster/emergency mental health information. [Source: omh.ny.gov]Disaster response and emergency funds are established to provide aid during disasters. [Source: www.ifrc.org];\"\n \"Available facts are as follows: 2011-03-21: The purpose of the health department's emergency preparedness is to provide resources for individual and family preparedness. [Source: www.lccountymt.gov]; The New York State Police patrol waterways and respond to emergencies, with traffic safety being one of their main missions. [Source: troopers.ny.gov]; The National Park Service teaches students about disaster preparedness and emergency kits through their lesson plans. [Source: www.nps.gov]; Community Risk Reduction and Fire Prevention departments provide disaster preparedness information and resources to the public. [Source: www.cityofpasadena.net]; Monroe County Emergency Management has a pet-friendly shelter policy in place for emergencies and disasters. [Source: www.monroecounty-fl.gov] 2011-03-14: The Federal Emergency Management Agency (FEMA) signed a Memorandum of Understanding (MOU) with Chile's Emergency Management Office to enhance disaster preparedness and relief efforts. [Source]; The National Center for Disaster Preparedness and the American College of Emergency Physicians have released crisis preparation guidelines for emergency medical services. [Source]; The United States government has official websites and resources for emergency preparedness and disaster response, including the FBI, Department of Labor, and US Geological Survey. [Source] 2011-03-07: The 2011 Japan Triple Disaster highlighted the importance of emergency preparedness, and the US has been working on disaster management and response, including oil spill prevention and response. [Source: asiasociety.org, 19january2017snapshot.epa.gov] 2011-02-28: Objective facts about the Climate and Disaster situation:There are various resources available for disaster mental health planning and response, including information and links to disaster/emergency mental health information. [Source: omh.ny.gov]Disaster response and emergency funds are established to provide aid during disasters. [Source: www.ifrc.org];\"]"}
-{"batch_x": [1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0], "batch_y": [248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2011-04-25: The United States Federal Emergency Management Agency (FEMA) is responsible for responding to disasters that are beyond the capabilities of State and local governments. [Source]; In 2011, President Obama signed an emergency declaration for Alabama, authorizing federal disaster relief efforts to alleviate the emergency. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act of 1988 provides the framework for federal disaster response and recovery efforts. [Source] 2011-04-18: The United States government has official websites and resources dedicated to disaster relief and emergency assistance, such as HUD.gov and FEMA. [Source]; Various states, including Kentucky, Missouri, Mississippi, Arkansas, and North Carolina, have their own websites and resources for disaster relief and emergency assistance. [Source] 2011-04-11: The United States Government has official websites that provide information on disaster relief and emergency assistance, such as HUD.gov and FEMA.gov. [Source]; The National Response Framework includes an Emergency Support Function (ESF); The Federal Emergency Management Agency (FEMA) has provided disaster declarations and emergency declarations across 47 states. [Source] 2011-04-04: The United States government and various states have emergency management departments and websites that provide resources and tools for disaster preparedness and response. [Source: emergency.lacity.gov, www.floridadisaster.org, www.hud.gov, calepa.ca.gov]; There are interactive tools and maps available to help individuals identify potential hazards and risks in their areas. [Source: MyHazards.CalOES.ca.gov, www.floridadisaster.org]; The U.S. healthcare system is unprepared for major nuclear emergencies, with a lack of education and training for healthcare professionals. [Source: www.propublica.org]; The Federal Emergency Management Agency (FEMA) and other government agencies play a key role in responding to disasters and emergencies. [Source: www.army.mil, www.spa.usace.army.mil, www.usace.army.mil];'\n 'Available facts are as follows: 2011-04-25: The United States Federal Emergency Management Agency (FEMA) is responsible for responding to disasters that are beyond the capabilities of State and local governments. [Source]; In 2011, President Obama signed an emergency declaration for Alabama, authorizing federal disaster relief efforts to alleviate the emergency. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act of 1988 provides the framework for federal disaster response and recovery efforts. [Source] 2011-04-18: The United States government has official websites and resources dedicated to disaster relief and emergency assistance, such as HUD.gov and FEMA. [Source]; Various states, including Kentucky, Missouri, Mississippi, Arkansas, and North Carolina, have their own websites and resources for disaster relief and emergency assistance. [Source] 2011-04-11: The United States Government has official websites that provide information on disaster relief and emergency assistance, such as HUD.gov and FEMA.gov. [Source]; The National Response Framework includes an Emergency Support Function (ESF); The Federal Emergency Management Agency (FEMA) has provided disaster declarations and emergency declarations across 47 states. [Source] 2011-04-04: The United States government and various states have emergency management departments and websites that provide resources and tools for disaster preparedness and response. [Source: emergency.lacity.gov, www.floridadisaster.org, www.hud.gov, calepa.ca.gov]; There are interactive tools and maps available to help individuals identify potential hazards and risks in their areas. [Source: MyHazards.CalOES.ca.gov, www.floridadisaster.org]; The U.S. healthcare system is unprepared for major nuclear emergencies, with a lack of education and training for healthcare professionals. [Source: www.propublica.org]; The Federal Emergency Management Agency (FEMA) and other government agencies play a key role in responding to disasters and emergencies. [Source: www.army.mil, www.spa.usace.army.mil, www.usace.army.mil];']"}
-{"batch_x": [258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0], "batch_y": [240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339]], "batch_text": "['Available facts are as follows: 2011-05-23: The United States has various emergency management systems and regulations in place to respond to natural disasters and emergencies. [Source: insurance.mo.gov, www.fema.gov]; Organizations such as Americares and the United Nations provide emergency programs and support during natural disasters. [Source: www.americares.org, www.who.int]; The US Army Corps of Engineers deploys flood-fight specialists to support emergency management efforts during floods. [Source: www.nww.usace.army.mil] 2011-05-16: The State Emergency Management Agency (SEMA) is a key resource for emergency preparedness and disaster readiness in the United States. [Source: sema.dps.mo.gov]; Emergency preparedness includes four phases: mitigation or prevention, preparedness, response, and recovery. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) has a disaster declaration process in place to respond to emergencies and disasters. [Source: sgp.fas.org]; The Stafford Disaster Relief and Emergency Assistance Act authorizes FEMA to make grants for disaster relief and emergency assistance. [Source: www.fema.gov] 2011-05-09: NA. 2011-05-02: Objective facts about the Climate and Disaster situation:Missouri is frequently visited by natural disasters such as ice storms, tornadoes, severe storms, and flooding due to its geography. [Source: sema.dps.mo.gov]Seventy percent of the land in the United States is eligible for technical and financial assistance in the event of a major disaster or emergency declaration by the President. [Source: www.iwr.usace.army.mil];'\n 'Available facts are as follows: 2011-05-23: The United States has various emergency management systems and regulations in place to respond to natural disasters and emergencies. [Source: insurance.mo.gov, www.fema.gov]; Organizations such as Americares and the United Nations provide emergency programs and support during natural disasters. [Source: www.americares.org, www.who.int]; The US Army Corps of Engineers deploys flood-fight specialists to support emergency management efforts during floods. [Source: www.nww.usace.army.mil] 2011-05-16: The State Emergency Management Agency (SEMA) is a key resource for emergency preparedness and disaster readiness in the United States. [Source: sema.dps.mo.gov]; Emergency preparedness includes four phases: mitigation or prevention, preparedness, response, and recovery. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) has a disaster declaration process in place to respond to emergencies and disasters. [Source: sgp.fas.org]; The Stafford Disaster Relief and Emergency Assistance Act authorizes FEMA to make grants for disaster relief and emergency assistance. [Source: www.fema.gov] 2011-05-09: NA. 2011-05-02: Objective facts about the Climate and Disaster situation:Missouri is frequently visited by natural disasters such as ice storms, tornadoes, severe storms, and flooding due to its geography. [Source: sema.dps.mo.gov]Seventy percent of the land in the United States is eligible for technical and financial assistance in the event of a major disaster or emergency declaration by the President. [Source: www.iwr.usace.army.mil];']"}
-{"batch_x": [221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0], "batch_y": [215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174]], "batch_text": "['Available facts are as follows: 2011-06-20: The United States experienced a series of storms and tornadoes in April 2011, making it the deadliest year for tornadoes in more than half a century. [Source: www.healthit.gov] 2011-06-13: Tornado warnings are issued when a tornado has been sighted or indicated by radar, and immediate shelter is necessary. [Source: www.osha.gov]; The Federal Emergency Management Agency (FEMA) plays a critical role in disaster planning and response, including addressing global climate change impacts. [Source: www.fema.gov]; Radiological emergency response plans involve assisting other law enforcement agencies and providing security in disaster areas. [Source: www.floridadisaster.org]; There is no national guideline for mass casualty triage in the United States. [Source: pubmed.ncbi.nlm.nih.gov] 2011-06-06: The Federal Stafford Act provides disaster assistance through presidential declarations, which include U.S. territories and the District of Columbia. [Source]; The Brookline Office of Emergency Management coordinates local, state, and federal responses to emergencies and disasters affecting the Town of Brookline. [Source]; The EPA has a plan for emergency drinking water supply in case of international disasters or catastrophic disasters in the United States. [Source]; FEMA recognizes the important role of state, local, tribal, and territorial governments in disaster preparedness and response. [Source] 2011-05-30: The United States has experienced numerous disasters, with FEMA declaring states of emergency since 1953, including tornadoes, fires, and floods. [Source: www.theguardian.com]; Emergency management and response are critical, with organizations like International Medical Corps providing relief and training for disaster response. [Source: internationalmedicalcorps.org]; The Federal Emergency Management Agency (FEMA) provides resources and training for disaster management, including debris operations and emergency medical services. [Source: training.fema.gov, www.tandfonline.com];'\n 'Available facts are as follows: 2011-06-20: The United States experienced a series of storms and tornadoes in April 2011, making it the deadliest year for tornadoes in more than half a century. [Source: www.healthit.gov] 2011-06-13: Tornado warnings are issued when a tornado has been sighted or indicated by radar, and immediate shelter is necessary. [Source: www.osha.gov]; The Federal Emergency Management Agency (FEMA) plays a critical role in disaster planning and response, including addressing global climate change impacts. [Source: www.fema.gov]; Radiological emergency response plans involve assisting other law enforcement agencies and providing security in disaster areas. [Source: www.floridadisaster.org]; There is no national guideline for mass casualty triage in the United States. [Source: pubmed.ncbi.nlm.nih.gov] 2011-06-06: The Federal Stafford Act provides disaster assistance through presidential declarations, which include U.S. territories and the District of Columbia. [Source]; The Brookline Office of Emergency Management coordinates local, state, and federal responses to emergencies and disasters affecting the Town of Brookline. [Source]; The EPA has a plan for emergency drinking water supply in case of international disasters or catastrophic disasters in the United States. [Source]; FEMA recognizes the important role of state, local, tribal, and territorial governments in disaster preparedness and response. [Source] 2011-05-30: The United States has experienced numerous disasters, with FEMA declaring states of emergency since 1953, including tornadoes, fires, and floods. [Source: www.theguardian.com]; Emergency management and response are critical, with organizations like International Medical Corps providing relief and training for disaster response. [Source: internationalmedicalcorps.org]; The Federal Emergency Management Agency (FEMA) provides resources and training for disaster management, including debris operations and emergency medical services. [Source: training.fema.gov, www.tandfonline.com];']"}
-{"batch_x": [169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0], "batch_y": [360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484]], "batch_text": "['Available facts are as follows: 2011-07-25: The National Response Center (NRC), National Voluntary Organizations Active in Disaster (VOAD), and Emergency Management Assistance Compact (EMAC) are organizations involved in emergency management and disaster response. [Source]; The Disaster Mitigation Act of 2000 was created to provide assistance to states following a Presidential disaster declaration. [Source] 2011-07-18: The United States experienced eight presidential-declared disasters and eight national emergencies in 2011, with FEMA providing support. [Source]; The University of Washington Medical Center has a Division of Emergency Medicine that provides disaster assistance. [Source]; CARE, a humanitarian organization, responds to emergencies and provides disaster relief aid to poor communities worldwide. [Source]; The U.S. Army Corps of Engineers provides emergency preparedness and response to natural disasters in Native American communities. [Source]; The DelValle Institute for Emergency Preparedness delivers training and education related to public health preparedness. [Source] 2011-07-11: The United States government has official websites and resources dedicated to disaster and emergency response, such as Ready.gov and FEMA.gov. [Source] 2011-07-04: The Federal government undertakes work on ESF; The LIHEAP Statute allows for assistance to States arising from a natural disaster or other emergency [Source: www.acf.hhs.gov]; The Department of Homeland Security was created to respond to disasters and emergencies [Source: www.dhs.gov]; FEMA provides support to states and local governments during disaster response and recovery [Source: www.fema.gov]; Emergency Management Plans are in place at the local, state, and federal levels to respond to disasters [Source: www.quakertown.org];'\n 'Available facts are as follows: 2011-07-25: The National Response Center (NRC), National Voluntary Organizations Active in Disaster (VOAD), and Emergency Management Assistance Compact (EMAC) are organizations involved in emergency management and disaster response. [Source]; The Disaster Mitigation Act of 2000 was created to provide assistance to states following a Presidential disaster declaration. [Source] 2011-07-18: The United States experienced eight presidential-declared disasters and eight national emergencies in 2011, with FEMA providing support. [Source]; The University of Washington Medical Center has a Division of Emergency Medicine that provides disaster assistance. [Source]; CARE, a humanitarian organization, responds to emergencies and provides disaster relief aid to poor communities worldwide. [Source]; The U.S. Army Corps of Engineers provides emergency preparedness and response to natural disasters in Native American communities. [Source]; The DelValle Institute for Emergency Preparedness delivers training and education related to public health preparedness. [Source] 2011-07-11: The United States government has official websites and resources dedicated to disaster and emergency response, such as Ready.gov and FEMA.gov. [Source] 2011-07-04: The Federal government undertakes work on ESF; The LIHEAP Statute allows for assistance to States arising from a natural disaster or other emergency [Source: www.acf.hhs.gov]; The Department of Homeland Security was created to respond to disasters and emergencies [Source: www.dhs.gov]; FEMA provides support to states and local governments during disaster response and recovery [Source: www.fema.gov]; Emergency Management Plans are in place at the local, state, and federal levels to respond to disasters [Source: www.quakertown.org];']"}
-{"batch_x": [167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0], "batch_y": [215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174]], "batch_text": "['Available facts are as follows: 2011-08-22: The United States experiences frequent floods, which are one of the most common hazards in the country. [Source: www.osha.gov]; The Office of Emergency Management is responsible for coordinating local, state, and federal emergency responses in the event of a disaster. [Source: www.suffolkva.us]; The American Red Cross provides disaster relief and has a urgent need for volunteers. [Source: www.redcross.org]; The Corps of Engineers assists the Department of Homeland Security in responding to disasters and emergencies. [Source: www.army.mil] 2011-08-15: The United States has a national Emergency Alert System (EAS) that can be activated in the event of a national emergency, disaster, or threat of war. [Source: files.nc.gov]; The Federal Emergency Management Agency (FEMA) was created in 1979 to coordinate response to disasters that have exceeded the capabilities of local and state governments. [Source: www.clemson.edu]; The United States Agency for International Development (USAID) provides guidance on disaster risk reduction and management. [Source: www.preventionweb.net] 2011-08-08: Alabama experienced its worst disaster in 2011, with tornadoes tracking across 1,207 miles, according to the Alabama Emergency Management Agency. [Source] 2011-08-01: The National Incident Management System (NIMS) is used in the United States for all major disasters and other incidents where mutual aid is required. [Source: www.fema.gov]; The VA Integrated Operations Centers (VAIOC) ensures the coordinating emergency management efforts within the Department of Veterans Affairs. [Source: www.osp.va.gov]; The National Institute of Standards and Technology (NIST) develops national codes and standards for clear, consistent communication during disasters. [Source: www.nist.gov]; McLean County EMA operates in a supportive role for state and federal agencies during disaster response. [Source: www.mcleancountyil.gov]; International Medical Corps provides emergency relief and disaster response services globally. [Source: internationalmedicalcorps.org];'\n 'Available facts are as follows: 2011-08-22: The United States experiences frequent floods, which are one of the most common hazards in the country. [Source: www.osha.gov]; The Office of Emergency Management is responsible for coordinating local, state, and federal emergency responses in the event of a disaster. [Source: www.suffolkva.us]; The American Red Cross provides disaster relief and has a urgent need for volunteers. [Source: www.redcross.org]; The Corps of Engineers assists the Department of Homeland Security in responding to disasters and emergencies. [Source: www.army.mil] 2011-08-15: The United States has a national Emergency Alert System (EAS) that can be activated in the event of a national emergency, disaster, or threat of war. [Source: files.nc.gov]; The Federal Emergency Management Agency (FEMA) was created in 1979 to coordinate response to disasters that have exceeded the capabilities of local and state governments. [Source: www.clemson.edu]; The United States Agency for International Development (USAID) provides guidance on disaster risk reduction and management. [Source: www.preventionweb.net] 2011-08-08: Alabama experienced its worst disaster in 2011, with tornadoes tracking across 1,207 miles, according to the Alabama Emergency Management Agency. [Source] 2011-08-01: The National Incident Management System (NIMS) is used in the United States for all major disasters and other incidents where mutual aid is required. [Source: www.fema.gov]; The VA Integrated Operations Centers (VAIOC) ensures the coordinating emergency management efforts within the Department of Veterans Affairs. [Source: www.osp.va.gov]; The National Institute of Standards and Technology (NIST) develops national codes and standards for clear, consistent communication during disasters. [Source: www.nist.gov]; McLean County EMA operates in a supportive role for state and federal agencies during disaster response. [Source: www.mcleancountyil.gov]; International Medical Corps provides emergency relief and disaster response services globally. [Source: internationalmedicalcorps.org];']"}
-{"batch_x": [210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0], "batch_y": [514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339]], "batch_text": "['Available facts are as follows: 2011-09-19: The Maryland Department of Emergency Management is an official website of the State of Maryland, providing resources for emergency management and disaster response. [Source]; The National Disaster Recovery Framework is a framework for disaster recovery, coordinated by the United States Corps of Engineers and involving multiple federal agencies, including the Department of Homeland Security and FEMA. [Source]; The FCC and FEMA provide guidance on how to communicate before, during, and after a disaster, including the use of emergency alerts and communication plans. [Source]; The National Disaster Recovery Framework involves local, state, and federal officials working together to develop and implement disaster recovery plans. [Source] 2011-09-12: The United States government and its agencies, such as FEMA, USDA, and GAO, provide resources and guidelines for emergency management, disaster preparedness, and response. [Source] 2011-09-05: The CDC provides resources for emergency planners and responders to help protect children in disasters. [Source: www.cdc.gov]; The National Household Survey on Disaster Preparedness observed that the most common cause of power outages is severe weather. [Source: community.fema.gov] 2011-08-29: Objective facts about the Climate and Disaster situation:The National Disaster Recovery Framework (NDRF) is a guide for disaster relief efforts, which may include climate-related disasters. [Source: www.fema.gov]There is a growing need for emergency shelter and disaster relief, with organizations like ShelterBox USA providing aid to families displaced by disaster or conflict. [Source: www.shelterboxusa.org];'\n 'Available facts are as follows: 2011-09-19: The Maryland Department of Emergency Management is an official website of the State of Maryland, providing resources for emergency management and disaster response. [Source]; The National Disaster Recovery Framework is a framework for disaster recovery, coordinated by the United States Corps of Engineers and involving multiple federal agencies, including the Department of Homeland Security and FEMA. [Source]; The FCC and FEMA provide guidance on how to communicate before, during, and after a disaster, including the use of emergency alerts and communication plans. [Source]; The National Disaster Recovery Framework involves local, state, and federal officials working together to develop and implement disaster recovery plans. [Source] 2011-09-12: The United States government and its agencies, such as FEMA, USDA, and GAO, provide resources and guidelines for emergency management, disaster preparedness, and response. [Source] 2011-09-05: The CDC provides resources for emergency planners and responders to help protect children in disasters. [Source: www.cdc.gov]; The National Household Survey on Disaster Preparedness observed that the most common cause of power outages is severe weather. [Source: community.fema.gov] 2011-08-29: Objective facts about the Climate and Disaster situation:The National Disaster Recovery Framework (NDRF) is a guide for disaster relief efforts, which may include climate-related disasters. [Source: www.fema.gov]There is a growing need for emergency shelter and disaster relief, with organizations like ShelterBox USA providing aid to families displaced by disaster or conflict. [Source: www.shelterboxusa.org];']"}
-{"batch_x": [372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0], "batch_y": [277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114]], "batch_text": "['Available facts are as follows: 2011-10-24: The U.S. government and its agencies are taking steps to prepare for and respond to emergency situations caused by natural disasters or other crises. [Source] 2011-10-17: The American Red Cross provides maps and graphics for disaster relief, including Federal Disaster Declarations by state. [Source: maps.redcross.org]; The Stafford Disaster Relief and Emergency Assistance Act establishes a process for requesting Presidential emergency and major disaster declarations. [Source: www.fema.gov]; Emergency Management provides strategic direction to the public and responders in the time of a disaster. [Source: columbusne.us]; The Minnesota Emergency Operations Plan provides the basis for a coordinated state response to a major disaster or emergency. [Source: dps.mn.gov]; The American Red Cross provides disaster relief, including blood donations and volunteer opportunities. [Source: www.redcross.org]; FEMA provides safety tips and emergency numbers for disasters, including Hurricane Harvey. [Source: www.ilru.org] 2011-10-10: The United States government has programs in place to address emergency watershed protection and disaster resource management, including the Emergency Watershed Protection (EWP) Program and the Disaster Resource Center. [Source: www.nrcs.usda.gov, www.usda.gov] 2011-10-03: The Stafford Act provides for two types of declarations: Emergency Declarations and Major Disaster Declarations, which enable federal assistance to affected areas. [Source]; The Federal Emergency Management Agency (FEMA) provides assistance to educational institutions affected by disasters through the Public Assistance Program. [Source]; The Office of Emergency Management (OEM) is responsible for coordinating emergency services in local areas, as mandated by federal and state law. [Source];'\n 'Available facts are as follows: 2011-10-24: The U.S. government and its agencies are taking steps to prepare for and respond to emergency situations caused by natural disasters or other crises. [Source] 2011-10-17: The American Red Cross provides maps and graphics for disaster relief, including Federal Disaster Declarations by state. [Source: maps.redcross.org]; The Stafford Disaster Relief and Emergency Assistance Act establishes a process for requesting Presidential emergency and major disaster declarations. [Source: www.fema.gov]; Emergency Management provides strategic direction to the public and responders in the time of a disaster. [Source: columbusne.us]; The Minnesota Emergency Operations Plan provides the basis for a coordinated state response to a major disaster or emergency. [Source: dps.mn.gov]; The American Red Cross provides disaster relief, including blood donations and volunteer opportunities. [Source: www.redcross.org]; FEMA provides safety tips and emergency numbers for disasters, including Hurricane Harvey. [Source: www.ilru.org] 2011-10-10: The United States government has programs in place to address emergency watershed protection and disaster resource management, including the Emergency Watershed Protection (EWP) Program and the Disaster Resource Center. [Source: www.nrcs.usda.gov, www.usda.gov] 2011-10-03: The Stafford Act provides for two types of declarations: Emergency Declarations and Major Disaster Declarations, which enable federal assistance to affected areas. [Source]; The Federal Emergency Management Agency (FEMA) provides assistance to educational institutions affected by disasters through the Public Assistance Program. [Source]; The Office of Emergency Management (OEM) is responsible for coordinating emergency services in local areas, as mandated by federal and state law. [Source];']"}
-{"batch_x": [139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0], "batch_y": [315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736]], "batch_text": "['Available facts are as follows: 2011-11-21: The Disaster Mitigation Act (DMA) of 2000 states that natural disasters, including earthquakes, tsunamis, tornadoes, hurricanes, flooding, and wildfires, pose significant threats to communities. [Source: www.bifd.org] 2011-11-14: The United States has a framework for disaster preparedness and response, including the Wisconsin Emergency Response Plan, which takes an all-hazards approach to emergency management. [Source: wem.wi.gov]; The United Nations Office for the Coordination of Humanitarian Affairs (OCHA) plays a key role in coordinating disaster relief and emergency response efforts globally. [Source: asiadisasterguide.unocha.org]; The Emergency Services and Disaster Agency (ESDA) is an entity that assists cities in the case of disasters and works with state, and federal agencies. [Source: www.elpasoil.org] 2011-11-07: The United States Government has official websites for disaster relief and emergency assistance, such as HUD.gov and Ready.gov, which provide information and resources for disaster survivors. [Source]; The Federal Emergency Management Agency (FEMA) is involved in disaster response and relief efforts, and provides guidance on emergency preparedness and response. [Source]; Hill County DES participates in local, regional, and state exercise activities to reduce the risk of disasters and emergencies. [Source] 2011-10-31: The Federal Emergency Management Agency (FEMA) provides Emergency Planning Exercises for organizations to prepare for disasters. [Source]; The U.S. Small Business Administration offers Emergency Preparedness and Disaster Assistance programs to help small businesses develop a plan to protect themselves. [Source]; The U.S. Embassy in Honduras provides emergency services, including disaster assistance, to U.S. citizens residing in or visiting Honduras. [Source]; Vermont Emergency Management offers assistance to individuals after a disaster and provides preparedness workbooks for families and businesses. [Source]; The Pennsylvania Emergency Alert System State EAS Plan is a partnership between the State Emergency Communications Committee and the EAS to respond to emergency or disaster events. [Source];'\n 'Available facts are as follows: 2011-11-21: The Disaster Mitigation Act (DMA) of 2000 states that natural disasters, including earthquakes, tsunamis, tornadoes, hurricanes, flooding, and wildfires, pose significant threats to communities. [Source: www.bifd.org] 2011-11-14: The United States has a framework for disaster preparedness and response, including the Wisconsin Emergency Response Plan, which takes an all-hazards approach to emergency management. [Source: wem.wi.gov]; The United Nations Office for the Coordination of Humanitarian Affairs (OCHA) plays a key role in coordinating disaster relief and emergency response efforts globally. [Source: asiadisasterguide.unocha.org]; The Emergency Services and Disaster Agency (ESDA) is an entity that assists cities in the case of disasters and works with state, and federal agencies. [Source: www.elpasoil.org] 2011-11-07: The United States Government has official websites for disaster relief and emergency assistance, such as HUD.gov and Ready.gov, which provide information and resources for disaster survivors. [Source]; The Federal Emergency Management Agency (FEMA) is involved in disaster response and relief efforts, and provides guidance on emergency preparedness and response. [Source]; Hill County DES participates in local, regional, and state exercise activities to reduce the risk of disasters and emergencies. [Source] 2011-10-31: The Federal Emergency Management Agency (FEMA) provides Emergency Planning Exercises for organizations to prepare for disasters. [Source]; The U.S. Small Business Administration offers Emergency Preparedness and Disaster Assistance programs to help small businesses develop a plan to protect themselves. [Source]; The U.S. Embassy in Honduras provides emergency services, including disaster assistance, to U.S. citizens residing in or visiting Honduras. [Source]; Vermont Emergency Management offers assistance to individuals after a disaster and provides preparedness workbooks for families and businesses. [Source]; The Pennsylvania Emergency Alert System State EAS Plan is a partnership between the State Emergency Communications Committee and the EAS to respond to emergency or disaster events. [Source];']"}
-{"batch_x": [248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0], "batch_y": [347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975]], "batch_text": "[\"Available facts are as follows: 2011-12-26: The Kentucky Emergency Management has a vision to be a resilient commonwealth that is safe, secure, and prepared for emergencies and disasters. [Source: kyem.ky.gov] 2011-12-19: The U.S. Army Corps of Engineers has a Disaster Preparedness program to ensure readiness to respond to a broad range of disasters and emergencies. [Source: www.usace.army.mil]; The Centers for Disease Control and Prevention (CDC) has a webpage that informs on current public health emergency topics including diseases, infections, and natural disasters. [Source: emergency.cdc.gov]; The National Oceanic and Atmospheric Administration (NOAA) has a Gulf of Mexico Disaster Response Center that engages state and local emergency managers on appropriate use of NOAA scientific support before, during, and after disasters. [Source: oceanservice.noaa.gov]; The Federal Emergency Management Agency (FEMA) has an Emergency Planning program that outlines the scope of emergency and disaster response, and makes disaster declarations and requests State and Federal assistance. [Source: training.fema.gov]; The World Health Organization (WHO) has a role as the health cluster lead in meeting the health needs of populations affected by humanitarian emergencies, and focuses on building national capacities for emergency preparedness and response. [Source: apps.who.int] 2011-12-12: The U.S. Army Corps of Engineers can provide support to state and local officials following a natural disaster or emergency, including temporary roofing and emergency power. [Source: www.usace.army.mil]; The CDC's 2009 H1N1 vaccine pharmacy initiative in the United States aimed to improve public health and pharmacy collaborations for emergency response. [Source: pubmed.ncbi.nlm.nih.gov] 2011-12-05: The Sandy Recovery Improvement Act of 2013 authorizes tribes to request a declaration of an emergency or major disaster, as was previously only allowed for states. [Source: crsreports.congress.gov]; The California Earthquake Program was formed in 1993 to focus on disaster recovery and is part of the National Earthquake Hazards Reduction Program. [Source: nyassembly.gov];\"\n \"Available facts are as follows: 2011-12-26: The Kentucky Emergency Management has a vision to be a resilient commonwealth that is safe, secure, and prepared for emergencies and disasters. [Source: kyem.ky.gov] 2011-12-19: The U.S. Army Corps of Engineers has a Disaster Preparedness program to ensure readiness to respond to a broad range of disasters and emergencies. [Source: www.usace.army.mil]; The Centers for Disease Control and Prevention (CDC) has a webpage that informs on current public health emergency topics including diseases, infections, and natural disasters. [Source: emergency.cdc.gov]; The National Oceanic and Atmospheric Administration (NOAA) has a Gulf of Mexico Disaster Response Center that engages state and local emergency managers on appropriate use of NOAA scientific support before, during, and after disasters. [Source: oceanservice.noaa.gov]; The Federal Emergency Management Agency (FEMA) has an Emergency Planning program that outlines the scope of emergency and disaster response, and makes disaster declarations and requests State and Federal assistance. [Source: training.fema.gov]; The World Health Organization (WHO) has a role as the health cluster lead in meeting the health needs of populations affected by humanitarian emergencies, and focuses on building national capacities for emergency preparedness and response. [Source: apps.who.int] 2011-12-12: The U.S. Army Corps of Engineers can provide support to state and local officials following a natural disaster or emergency, including temporary roofing and emergency power. [Source: www.usace.army.mil]; The CDC's 2009 H1N1 vaccine pharmacy initiative in the United States aimed to improve public health and pharmacy collaborations for emergency response. [Source: pubmed.ncbi.nlm.nih.gov] 2011-12-05: The Sandy Recovery Improvement Act of 2013 authorizes tribes to request a declaration of an emergency or major disaster, as was previously only allowed for states. [Source: crsreports.congress.gov]; The California Earthquake Program was formed in 1993 to focus on disaster recovery and is part of the National Earthquake Hazards Reduction Program. [Source: nyassembly.gov];\"]"}
-{"batch_x": [240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0], "batch_y": [499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2012-01-23: The South Carolina Emergency Management Division was reorganized in 1973 to implement state disaster planning. [Source]; The Los Angeles District has acquired a state-of-the-art emergency response vehicle for disaster response. [Source]; The Ohio Responds program provides resources and support for emergency projects that improve community safety. [Source]; The National Weather Service is testing new methods of emergency response in the Gulf Coast. [Source] 2012-01-16: The U.S. Small Business Administration provides disaster loans to individuals and businesses that have suffered losses not covered by insurance or FEMA funding. [Source]; The Federal Emergency Management Agency (FEMA) has a core focus on understanding the factors driving change in the world and analyzing their impact on emergency management in the United States. [Source]; The National Disaster Medical System (NDMS) is a federal program that provides medical response and support during disasters. [Source] 2012-01-09: The legislative framework for emergency preparedness, response, and recovery in the United States is provided by the Robert T. Stafford Disaster Relief and Emergency Assistance Act. [Source: truman.missouri.edu] 2012-01-02: The US Army Corps of Engineers (USACE) relies heavily on contractors as a critical force-multiplier during disaster response. [Source: www.usace.army.mil]; FEMA is developing courses to enhance state and local officials' ability to respond to disasters through its Emergency Management Institute (EMI). [Source: www.gao.gov]; The USACE has a Disaster Impact Models website that belongs to an official U.S. Department of Defense organization. [Source: www.usace.army.mil]; FEMA has a Safe Room Construction program to provide guidance on building safe rooms in residential and community buildings. [Source: www.fema.gov]; The PETS law directs FEMA to develop emergency preparedness plans that include pets. [Source: www.animallaw.info];\"\n \"Available facts are as follows: 2012-01-23: The South Carolina Emergency Management Division was reorganized in 1973 to implement state disaster planning. [Source]; The Los Angeles District has acquired a state-of-the-art emergency response vehicle for disaster response. [Source]; The Ohio Responds program provides resources and support for emergency projects that improve community safety. [Source]; The National Weather Service is testing new methods of emergency response in the Gulf Coast. [Source] 2012-01-16: The U.S. Small Business Administration provides disaster loans to individuals and businesses that have suffered losses not covered by insurance or FEMA funding. [Source]; The Federal Emergency Management Agency (FEMA) has a core focus on understanding the factors driving change in the world and analyzing their impact on emergency management in the United States. [Source]; The National Disaster Medical System (NDMS) is a federal program that provides medical response and support during disasters. [Source] 2012-01-09: The legislative framework for emergency preparedness, response, and recovery in the United States is provided by the Robert T. Stafford Disaster Relief and Emergency Assistance Act. [Source: truman.missouri.edu] 2012-01-02: The US Army Corps of Engineers (USACE) relies heavily on contractors as a critical force-multiplier during disaster response. [Source: www.usace.army.mil]; FEMA is developing courses to enhance state and local officials' ability to respond to disasters through its Emergency Management Institute (EMI). [Source: www.gao.gov]; The USACE has a Disaster Impact Models website that belongs to an official U.S. Department of Defense organization. [Source: www.usace.army.mil]; FEMA has a Safe Room Construction program to provide guidance on building safe rooms in residential and community buildings. [Source: www.fema.gov]; The PETS law directs FEMA to develop emergency preparedness plans that include pets. [Source: www.animallaw.info];\"]"}
-{"batch_x": [215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0], "batch_y": [429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2012-02-20: The United States government has official websites and resources dedicated to disaster and emergency planning, response, and mitigation, including pandemic influenza preparedness. [Source] 2012-02-13: The United States has a framework for managing domestic incidents and disasters, with emergency management handled at the local or state level. [Source: dec.alaska.gov]; The Department of Homeland Security is responsible for speaking to the American people during emergency circumstances, including natural disasters. [Source: www.fema.gov]; Flooding is the most common disaster in the United States, and many states require childcare sites to have an emergency plan. [Source: training.fema.gov]; The U.S. Army Corps of Engineers has resources for emergency operations, disaster impact models, and flood management. [Source: www.usace.army.mil]; FEMA provides training and resources for emergency planning and disaster management, including courses on multihazard planning and emergency planning for public works. [Source: training.fema.gov] 2012-02-06: The United States government has official websites and resources dedicated to disaster preparedness and response, such as Ready.gov and FEMA.gov. [Source]; The Community Emergency Response Team (CERT) Program educates people about disaster preparedness and response. [Source] 2012-01-30: Landslides can occur in all U.S. states and territories. [Source: www.multco.us];'\n 'Available facts are as follows: 2012-02-20: The United States government has official websites and resources dedicated to disaster and emergency planning, response, and mitigation, including pandemic influenza preparedness. [Source] 2012-02-13: The United States has a framework for managing domestic incidents and disasters, with emergency management handled at the local or state level. [Source: dec.alaska.gov]; The Department of Homeland Security is responsible for speaking to the American people during emergency circumstances, including natural disasters. [Source: www.fema.gov]; Flooding is the most common disaster in the United States, and many states require childcare sites to have an emergency plan. [Source: training.fema.gov]; The U.S. Army Corps of Engineers has resources for emergency operations, disaster impact models, and flood management. [Source: www.usace.army.mil]; FEMA provides training and resources for emergency planning and disaster management, including courses on multihazard planning and emergency planning for public works. [Source: training.fema.gov] 2012-02-06: The United States government has official websites and resources dedicated to disaster preparedness and response, such as Ready.gov and FEMA.gov. [Source]; The Community Emergency Response Team (CERT) Program educates people about disaster preparedness and response. [Source] 2012-01-30: Landslides can occur in all U.S. states and territories. [Source: www.multco.us];']"}
-{"batch_x": [360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0], "batch_y": [230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2012-03-26: The Federal Emergency Management Agency (FEMA) predicts that emergency management and disaster recovery will become growing sectors in the United States. [Source: www.ccri.edu] 2012-03-19: The year 2011 saw catastrophic disasters worldwide, including a tornado in Joplin, Missouri, and an earthquake and tsunami in Japan. [Source: pubmed.ncbi.nlm.nih.gov]; The Emergency Alert System (EAS) in the United States allows the president to alert and warn the public in emergency situations. [Source: dps.mn.gov]; The United States Department of Health and Human Services provides funding to each state for healthcare system preparedness and response to emergencies. [Source: dhhr.wv.gov] 2012-03-12: The American Red Cross often provides emergency shelters in the event of a disaster, and these shelters must comply with the Americans with Disabilities Act (ADA) to ensure access for all. [Source: archive.ada.gov]; The US Department of Health and Human Services (HHS) is involved in integrating mental and behavioral health into disaster and emergency preparedness and response activities. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) provides training for emergency managers and educators to learn state-of-the-art disaster management and response. [Source: training.fema.gov]; The ASEAN Agreement on Disaster Management and Emergency Response aims to enhance regional cooperation in disaster management and emergency response. [Source: asean.org] 2012-03-05: The United States government provides emergency funding, disaster assistance, and financial aid through various agencies such as FEMA and the Department of Transportation. [Source: www.transportation.gov]; The US military plays a role in foreign disaster relief efforts. [Source: govbooktalk.gpo.gov]; There are official government websites and resources available for disaster preparedness, response, and recovery, such as the US Department of Transportation and the Federal Emergency Management Agency (FEMA). [Source: www.transportation.gov, apps.usfa.fema.gov]; The Stafford Act requires an assessment of factual circumstances in connection with a disaster or emergency. [Source: www.justice.gov]; United Way Worldwide's 211 service provides crisis and emergency counseling, disaster assistance, and other services in all 50 states. [Source: www.unitedway.org];\"\n \"Available facts are as follows: 2012-03-26: The Federal Emergency Management Agency (FEMA) predicts that emergency management and disaster recovery will become growing sectors in the United States. [Source: www.ccri.edu] 2012-03-19: The year 2011 saw catastrophic disasters worldwide, including a tornado in Joplin, Missouri, and an earthquake and tsunami in Japan. [Source: pubmed.ncbi.nlm.nih.gov]; The Emergency Alert System (EAS) in the United States allows the president to alert and warn the public in emergency situations. [Source: dps.mn.gov]; The United States Department of Health and Human Services provides funding to each state for healthcare system preparedness and response to emergencies. [Source: dhhr.wv.gov] 2012-03-12: The American Red Cross often provides emergency shelters in the event of a disaster, and these shelters must comply with the Americans with Disabilities Act (ADA) to ensure access for all. [Source: archive.ada.gov]; The US Department of Health and Human Services (HHS) is involved in integrating mental and behavioral health into disaster and emergency preparedness and response activities. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) provides training for emergency managers and educators to learn state-of-the-art disaster management and response. [Source: training.fema.gov]; The ASEAN Agreement on Disaster Management and Emergency Response aims to enhance regional cooperation in disaster management and emergency response. [Source: asean.org] 2012-03-05: The United States government provides emergency funding, disaster assistance, and financial aid through various agencies such as FEMA and the Department of Transportation. [Source: www.transportation.gov]; The US military plays a role in foreign disaster relief efforts. [Source: govbooktalk.gpo.gov]; There are official government websites and resources available for disaster preparedness, response, and recovery, such as the US Department of Transportation and the Federal Emergency Management Agency (FEMA). [Source: www.transportation.gov, apps.usfa.fema.gov]; The Stafford Act requires an assessment of factual circumstances in connection with a disaster or emergency. [Source: www.justice.gov]; United Way Worldwide's 211 service provides crisis and emergency counseling, disaster assistance, and other services in all 50 states. [Source: www.unitedway.org];\"]"}
-{"batch_x": [215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0], "batch_y": [455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2012-04-23: The Washington State Emergency Resource Guide serves as a comprehensive guide for planning and preparation for floods and other disasters. [Source: northbendwa.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides disaster relief and emergency assistance to affected areas. [Source: revenue.ky.gov]; The Montana Air National Guard's COOP truck provides communication services to local, state, and federal agencies during exercises or real-world emergencies. [Source: www.nationalguard.mil]; The North Carolina Emergency Management Disaster Reservists Program utilizes retired civil service employees to assist in disaster response and recovery. [Source: www.ncdps.gov]; The US Fire Administration identifies lack of disaster preparedness as a major issue, with many communities lacking emergency operations planning. [Source: www.usfa.fema.gov]; The National Endowment for the Humanities provides emergency grant funding for disaster relief to museums, libraries, and cultural organizations in Hawaii. [Source: www.neh.gov] 2012-04-16: The United Nations Expert Group Meeting on Building Inclusive Society focuses on ICT accessibility and inclusion of persons with disabilities in disaster and emergency preparedness and responses. [Source: www.un.org]; The U.S.-Canada Memorandum of Agreement on Emergency Management Cooperation aims to enhance cooperation in emergency management and disaster response. [Source: 2001-2009.state.gov]; The EMERGENCY PREPAREDNESS PROGRAM HIGHLIGHTS report notes that limited resources and competing demands for affected states in the event of a disaster are likely to impact supply chains. [Source: www.tn.gov]; The Salvation Army's Emergency Disaster Services provide food, meals, and hydration to affected communities in the United States. [Source: disaster.salvationarmyusa.org] 2012-04-09: The United States has a cabinet-level disaster preparedness and emergency response organization, and individual states have their own emergency management offices and websites with guidance on disaster preparedness and response. [Source]; The Comprehensive Preparedness Guide (CPG 101) is the foundation for state, territorial, tribal, and local emergency planning in the United States. [Source] 2012-04-02: Hurricane Katrina caused the greatest disaster in the nation's history. [Source: www.fema.gov];\"\n \"Available facts are as follows: 2012-04-23: The Washington State Emergency Resource Guide serves as a comprehensive guide for planning and preparation for floods and other disasters. [Source: northbendwa.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides disaster relief and emergency assistance to affected areas. [Source: revenue.ky.gov]; The Montana Air National Guard's COOP truck provides communication services to local, state, and federal agencies during exercises or real-world emergencies. [Source: www.nationalguard.mil]; The North Carolina Emergency Management Disaster Reservists Program utilizes retired civil service employees to assist in disaster response and recovery. [Source: www.ncdps.gov]; The US Fire Administration identifies lack of disaster preparedness as a major issue, with many communities lacking emergency operations planning. [Source: www.usfa.fema.gov]; The National Endowment for the Humanities provides emergency grant funding for disaster relief to museums, libraries, and cultural organizations in Hawaii. [Source: www.neh.gov] 2012-04-16: The United Nations Expert Group Meeting on Building Inclusive Society focuses on ICT accessibility and inclusion of persons with disabilities in disaster and emergency preparedness and responses. [Source: www.un.org]; The U.S.-Canada Memorandum of Agreement on Emergency Management Cooperation aims to enhance cooperation in emergency management and disaster response. [Source: 2001-2009.state.gov]; The EMERGENCY PREPAREDNESS PROGRAM HIGHLIGHTS report notes that limited resources and competing demands for affected states in the event of a disaster are likely to impact supply chains. [Source: www.tn.gov]; The Salvation Army's Emergency Disaster Services provide food, meals, and hydration to affected communities in the United States. [Source: disaster.salvationarmyusa.org] 2012-04-09: The United States has a cabinet-level disaster preparedness and emergency response organization, and individual states have their own emergency management offices and websites with guidance on disaster preparedness and response. [Source]; The Comprehensive Preparedness Guide (CPG 101) is the foundation for state, territorial, tribal, and local emergency planning in the United States. [Source] 2012-04-02: Hurricane Katrina caused the greatest disaster in the nation's history. [Source: www.fema.gov];\"]"}
-{"batch_x": [514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0], "batch_y": [327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2012-05-21: The United States Department of Homeland Security is involved in emergency response and disaster relief efforts, and the Federal Emergency Management Agency (FEMA) utilizes eCAPS to support disaster relief and emergency assistance. [Source]; The Galveston District, U.S. Army Corps of Engineers, has a mission to model disaster impacts. [Source]; The World Health Organization (WHO) plays a role in supporting Member States and partners in disaster response and recovery, including emergency risk management. [Source] 2012-05-14: The US Army Corps of Engineers and other US government agencies have been actively involved in emergency preparedness and disaster response efforts, with a focus on employee accountability, safety, and decision-making during emergencies. [Source] 2012-05-07: Multnomah County employees can learn how they can become involved in disaster response. [Source: www.multco.us]; The United States Congress adopted the Disaster Mitigation Act of 2000, providing Federal funding for the development of State and local hazard mitigation plans. [Source: www.nh.gov]; The LIHEAP statute and regulations allow for assistance to States arising from a natural disaster or other emergency. [Source: www.acf.hhs.gov]; The Court of Appeals can declare a state of disaster or emergency, allowing for emergency temporary closing of banking offices. [Source: www.nycourts.gov]; The National Disaster Preparedness Training Center (NDPTC) was created to build on the strong bilateral relationships between the U.S. Pacific Command and the armed forces of the nations in the Asia-Pacific region. [Source: ndptc.hawaii.edu] 2012-04-30: The United States has various departments and organizations focused on emergency management and disaster preparedness, such as the Department of Emergency Management at FIU, Arizona Emergency System for Advance Registration of Volunteer Health Professionals, and the Federal Emergency Management Agency (FEMA). [Source: dem.fiu.edu, esar-vhp.health.azdhs.gov, www.justice.gov];'\n 'Available facts are as follows: 2012-05-21: The United States Department of Homeland Security is involved in emergency response and disaster relief efforts, and the Federal Emergency Management Agency (FEMA) utilizes eCAPS to support disaster relief and emergency assistance. [Source]; The Galveston District, U.S. Army Corps of Engineers, has a mission to model disaster impacts. [Source]; The World Health Organization (WHO) plays a role in supporting Member States and partners in disaster response and recovery, including emergency risk management. [Source] 2012-05-14: The US Army Corps of Engineers and other US government agencies have been actively involved in emergency preparedness and disaster response efforts, with a focus on employee accountability, safety, and decision-making during emergencies. [Source] 2012-05-07: Multnomah County employees can learn how they can become involved in disaster response. [Source: www.multco.us]; The United States Congress adopted the Disaster Mitigation Act of 2000, providing Federal funding for the development of State and local hazard mitigation plans. [Source: www.nh.gov]; The LIHEAP statute and regulations allow for assistance to States arising from a natural disaster or other emergency. [Source: www.acf.hhs.gov]; The Court of Appeals can declare a state of disaster or emergency, allowing for emergency temporary closing of banking offices. [Source: www.nycourts.gov]; The National Disaster Preparedness Training Center (NDPTC) was created to build on the strong bilateral relationships between the U.S. Pacific Command and the armed forces of the nations in the Asia-Pacific region. [Source: ndptc.hawaii.edu] 2012-04-30: The United States has various departments and organizations focused on emergency management and disaster preparedness, such as the Department of Emergency Management at FIU, Arizona Emergency System for Advance Registration of Volunteer Health Professionals, and the Federal Emergency Management Agency (FEMA). [Source: dem.fiu.edu, esar-vhp.health.azdhs.gov, www.justice.gov];']"}
-{"batch_x": [277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0], "batch_y": [275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2012-06-25: The United States government and various organizations are taking steps to prepare for and respond to disasters, including developing notification systems, conducting humanitarian assistance exercises, and providing mental health services. [Source: www.clackamas.us, www.army.mil, www.ncbi.nlm.nih.gov] 2012-06-18: The Federal Emergency Management Agency (FEMA) is responsible for responding to disasters and emergencies in the United States and providing support to states and territories. [Source]; The United States and Canada have an agreement on emergency management assistance, which includes cooperation on disaster response and relief efforts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act provides the framework for federal disaster response and relief efforts in the United States. [Source] 2012-06-11: The organizations mentioned, such as Team Rubicon, Kent County, DEM, Marine Corps Installation Emergency Management, and Oak Grove MO, are involved in emergency management and disaster response. [Source] 2012-06-04: The United States government has official websites and resources dedicated to disaster management and emergency planning, such as FEMA.gov and USAID.gov. [Source]; There are various programs and initiatives in place to assist with disaster preparedness, response, and recovery, including the Emergency & Evacuation Assistance Program (EEAP) and the National Business Emergency Operations Center. [Source];'\n 'Available facts are as follows: 2012-06-25: The United States government and various organizations are taking steps to prepare for and respond to disasters, including developing notification systems, conducting humanitarian assistance exercises, and providing mental health services. [Source: www.clackamas.us, www.army.mil, www.ncbi.nlm.nih.gov] 2012-06-18: The Federal Emergency Management Agency (FEMA) is responsible for responding to disasters and emergencies in the United States and providing support to states and territories. [Source]; The United States and Canada have an agreement on emergency management assistance, which includes cooperation on disaster response and relief efforts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act provides the framework for federal disaster response and relief efforts in the United States. [Source] 2012-06-11: The organizations mentioned, such as Team Rubicon, Kent County, DEM, Marine Corps Installation Emergency Management, and Oak Grove MO, are involved in emergency management and disaster response. [Source] 2012-06-04: The United States government has official websites and resources dedicated to disaster management and emergency planning, such as FEMA.gov and USAID.gov. [Source]; There are various programs and initiatives in place to assist with disaster preparedness, response, and recovery, including the Emergency & Evacuation Assistance Program (EEAP) and the National Business Emergency Operations Center. [Source];']"}
-{"batch_x": [315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0], "batch_y": [230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2012-07-23: The U.S. Drought Monitor is a weekly map of drought conditions jointly produced by the USDA, NOAA, and the National Drought Mitigation Center. [Source: www.usda.gov]; The National Weather Service provides Wireless Emergency Alerts to inform the public of severe weather and other emergencies. [Source: www.weather.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides funding and support to governments responding to major disasters and emergencies. [Source: www.hud.gov] 2012-07-16: The US Department of Homeland Security's Federal Emergency Management Agency (FEMA) has a Disaster Recovery Center Locator to assist with disaster recovery. [Source: egateway.fema.gov]; The Office of Emergency Management and Homeland Security (OEMHS) provides emergency preparedness workbooks and encourages creating an emergency kit before a disaster. [Source: www.montgomerycountymd.gov]; FEMA offers courses, such as the TERT Basic Course, to educate emergency managers and educators on disaster management and response. [Source: training.fema.gov]; The US is experiencing a drought, with few states spared, and the USDA has announced a streamlined disaster designation process with lower emergency loan rates. [Source: www.climate.gov] 2012-07-09: The United States Department of Agriculture (USDA) provides emergency loans and resources for farmers and aquaculturists affected by disasters. [Source: www.caloes.ca.gov]; The Federal Emergency Management Agency (FEMA) and the Department of Homeland Security (DHS) have resilience and prevention efforts in place for disaster management. [Source: www.iwapublishing.com]; Emergency disasters are defined as instances where federal assistance is needed to supplement state and local efforts to save lives and protect property. [Source: kyem.ky.gov] 2012-07-02: The Stafford Disaster Relief Act of 1988 (PL 100-707) gives the Federal Emergency Management Agency (FEMA) statutory authority for most federal disaster response efforts. [Source: ascelibrary.org]; The FHWA Emergency Relief program provides funds for the repair or reconstruction of roads and bridges damaged by natural disasters or catastrophic events. [Source: www.transportation.gov]; The Emergency Relief Program allows FTA to make grants for eligible public transportation capital and operating costs in the event of a natural disaster that disrupts public transportation. [Source: www.transit.dot.gov];\"\n \"Available facts are as follows: 2012-07-23: The U.S. Drought Monitor is a weekly map of drought conditions jointly produced by the USDA, NOAA, and the National Drought Mitigation Center. [Source: www.usda.gov]; The National Weather Service provides Wireless Emergency Alerts to inform the public of severe weather and other emergencies. [Source: www.weather.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides funding and support to governments responding to major disasters and emergencies. [Source: www.hud.gov] 2012-07-16: The US Department of Homeland Security's Federal Emergency Management Agency (FEMA) has a Disaster Recovery Center Locator to assist with disaster recovery. [Source: egateway.fema.gov]; The Office of Emergency Management and Homeland Security (OEMHS) provides emergency preparedness workbooks and encourages creating an emergency kit before a disaster. [Source: www.montgomerycountymd.gov]; FEMA offers courses, such as the TERT Basic Course, to educate emergency managers and educators on disaster management and response. [Source: training.fema.gov]; The US is experiencing a drought, with few states spared, and the USDA has announced a streamlined disaster designation process with lower emergency loan rates. [Source: www.climate.gov] 2012-07-09: The United States Department of Agriculture (USDA) provides emergency loans and resources for farmers and aquaculturists affected by disasters. [Source: www.caloes.ca.gov]; The Federal Emergency Management Agency (FEMA) and the Department of Homeland Security (DHS) have resilience and prevention efforts in place for disaster management. [Source: www.iwapublishing.com]; Emergency disasters are defined as instances where federal assistance is needed to supplement state and local efforts to save lives and protect property. [Source: kyem.ky.gov] 2012-07-02: The Stafford Disaster Relief Act of 1988 (PL 100-707) gives the Federal Emergency Management Agency (FEMA) statutory authority for most federal disaster response efforts. [Source: ascelibrary.org]; The FHWA Emergency Relief program provides funds for the repair or reconstruction of roads and bridges damaged by natural disasters or catastrophic events. [Source: www.transportation.gov]; The Emergency Relief Program allows FTA to make grants for eligible public transportation capital and operating costs in the event of a natural disaster that disrupts public transportation. [Source: www.transit.dot.gov];\"]"}
-{"batch_x": [347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0], "batch_y": [199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909]], "batch_text": "[\"Available facts are as follows: 2012-08-20: The Illinois Emergency Management Agency has declared a disaster in the state of Illinois due to an unspecified emergency situation. [Source]; The American Red Cross has a disaster relief program and is in need of volunteers to help with disaster response efforts. [Source]; There is a need for quantitative estimation of the number of ambulances required in Mass Casualty Events (MCE) in Emergency Medical Services (EMS) regions in the United States. [Source]; The U.S. Army Corps of Engineers provides temporary emergency water assistance for human consumption in drought-distressed areas to meet minimum public health and welfare needs. [Source]; The Humane Society of the United States is involved in rescuing animals in crisis situations, including natural disasters. [Source] 2012-08-13: The American Red Cross provides disaster shelters and has a map to find shelters, which are opened based on emergency plans and the scale of the disaster. [Source: www.redcross.org]; In 2012, Governor Christie requested a pre-landfall federal disaster declaration for the entire State of New Jersey. [Source: nj.gov]; The American Red Cross provides resources for pet disaster preparedness and recovery. [Source: www.redcross.org]; The Harrison County Comprehensive Emergency Management Plan outlines the roles and responsibilities of local, state, and federal agencies in the event of an emergency or disaster. [Source: cms9files.revize.com]; The American Red Cross provides resources for winter storm preparedness and blizzard safety. [Source: www.redcross.org]; Wildfires are a disaster risk, and the Texas A&M Forest Service provides information on wildfire prevention and response. [Source: tfsweb.tamu.edu]; Medicare provides information on getting care in a disaster or emergency. [Source: www.medicare.gov]; The United States Department of Homeland Security's Federal Emergency Management Agency (FEMA) integrates social determinants of community preparedness and resilience into disaster preparedness efforts. [Source: www.hsaj.org]; The Boise County Emergency Management department interacts with and supports all first responders in the county and provides resources for disaster conditions such as landslides and forest fires. [Source: www.boisecounty.us] 2012-08-06: July 2012 was the hottest month ever recorded for the contiguous United States since records began in 1895. [Source: www.climate.gov]; An estimated average of 2,300 residential building fires were reported to fire departments in the U.S. on Thanksgiving Day for each year from 2017 to 2019. [Source: www.usfa.fema.gov] 2012-07-30: The United States has experienced various natural disasters and public health emergencies, including Hurricane Katrina, wildfires, and terrorist attacks. [Source];\"\n \"Available facts are as follows: 2012-08-20: The Illinois Emergency Management Agency has declared a disaster in the state of Illinois due to an unspecified emergency situation. [Source]; The American Red Cross has a disaster relief program and is in need of volunteers to help with disaster response efforts. [Source]; There is a need for quantitative estimation of the number of ambulances required in Mass Casualty Events (MCE) in Emergency Medical Services (EMS) regions in the United States. [Source]; The U.S. Army Corps of Engineers provides temporary emergency water assistance for human consumption in drought-distressed areas to meet minimum public health and welfare needs. [Source]; The Humane Society of the United States is involved in rescuing animals in crisis situations, including natural disasters. [Source] 2012-08-13: The American Red Cross provides disaster shelters and has a map to find shelters, which are opened based on emergency plans and the scale of the disaster. [Source: www.redcross.org]; In 2012, Governor Christie requested a pre-landfall federal disaster declaration for the entire State of New Jersey. [Source: nj.gov]; The American Red Cross provides resources for pet disaster preparedness and recovery. [Source: www.redcross.org]; The Harrison County Comprehensive Emergency Management Plan outlines the roles and responsibilities of local, state, and federal agencies in the event of an emergency or disaster. [Source: cms9files.revize.com]; The American Red Cross provides resources for winter storm preparedness and blizzard safety. [Source: www.redcross.org]; Wildfires are a disaster risk, and the Texas A&M Forest Service provides information on wildfire prevention and response. [Source: tfsweb.tamu.edu]; Medicare provides information on getting care in a disaster or emergency. [Source: www.medicare.gov]; The United States Department of Homeland Security's Federal Emergency Management Agency (FEMA) integrates social determinants of community preparedness and resilience into disaster preparedness efforts. [Source: www.hsaj.org]; The Boise County Emergency Management department interacts with and supports all first responders in the county and provides resources for disaster conditions such as landslides and forest fires. [Source: www.boisecounty.us] 2012-08-06: July 2012 was the hottest month ever recorded for the contiguous United States since records began in 1895. [Source: www.climate.gov]; An estimated average of 2,300 residential building fires were reported to fire departments in the U.S. on Thanksgiving Day for each year from 2017 to 2019. [Source: www.usfa.fema.gov] 2012-07-30: The United States has experienced various natural disasters and public health emergencies, including Hurricane Katrina, wildfires, and terrorist attacks. [Source];\"]"}
-{"batch_x": [499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0], "batch_y": [390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306]], "batch_text": "[\"Available facts are as follows: 2012-09-24: The United States has a National Emergency Preparedness system in place to respond to disasters, and various government agencies and organizations are involved in disaster management and relief efforts. [Source]; The 2010 Census reported on the emergency and transitional shelter population in the United States, highlighting the need for preparedness and response to natural disasters. [Source] 2012-09-17: The Federal Emergency Management Agency (FEMA) provides disaster information, including major disaster declarations by the President of the United States. [Source]; Local government officials take an active role in the development and implementation of disaster preparedness programs. [Source]; In 2012, there were 18 disaster events in the contiguous United States, causing at least 474 fatalities. [Source] 2012-09-10: The United States government has official websites and resources dedicated to disaster and emergency preparedness, response, and recovery, including the Federal Emergency Management Agency (FEMA) and the Administration for Children and Families (ACF). [Source: www.acf.hhs.gov, www.fema.gov]; The National Commission on Children and Disasters was created by the U.S. Congress to coordinate responses to the needs of children in disaster recovery. [Source: www.acf.hhs.gov]; The Centers for Disease Control and Prevention (CDC) provides recommendations for household preparedness for public health emergencies and disasters. [Source: www.cdc.gov]; The Government Accountability Office (GAO) has provided reports on federal disaster assistance, including the use of data from FEMA's National Emergency Management Information System (NEMIS) and Integrated Financial Management Information System (IFMIS). [Source: www.gao.gov] 2012-09-03: The U.S. Army Corps of Engineers' top three priorities in any disaster are: 1. Support immediate emergency response priorities. 2. Sustain lives with critical infrastructure. 3. Support recovery efforts. [Source]; The U.S. Army Corps of Engineers provides immediate and effective response and assistance during National Emergencies and Major Presidentially Declared Disasters. [Source]; The Republic of the Marshall Islands is a recipient of disaster relief and emergency management assistance from FEMA. [Source]; The New York District Civil Works program has a diverse environmental program that includes environmental restoration, which may be relevant in disaster response and recovery. [Source];\"\n \"Available facts are as follows: 2012-09-24: The United States has a National Emergency Preparedness system in place to respond to disasters, and various government agencies and organizations are involved in disaster management and relief efforts. [Source]; The 2010 Census reported on the emergency and transitional shelter population in the United States, highlighting the need for preparedness and response to natural disasters. [Source] 2012-09-17: The Federal Emergency Management Agency (FEMA) provides disaster information, including major disaster declarations by the President of the United States. [Source]; Local government officials take an active role in the development and implementation of disaster preparedness programs. [Source]; In 2012, there were 18 disaster events in the contiguous United States, causing at least 474 fatalities. [Source] 2012-09-10: The United States government has official websites and resources dedicated to disaster and emergency preparedness, response, and recovery, including the Federal Emergency Management Agency (FEMA) and the Administration for Children and Families (ACF). [Source: www.acf.hhs.gov, www.fema.gov]; The National Commission on Children and Disasters was created by the U.S. Congress to coordinate responses to the needs of children in disaster recovery. [Source: www.acf.hhs.gov]; The Centers for Disease Control and Prevention (CDC) provides recommendations for household preparedness for public health emergencies and disasters. [Source: www.cdc.gov]; The Government Accountability Office (GAO) has provided reports on federal disaster assistance, including the use of data from FEMA's National Emergency Management Information System (NEMIS) and Integrated Financial Management Information System (IFMIS). [Source: www.gao.gov] 2012-09-03: The U.S. Army Corps of Engineers' top three priorities in any disaster are: 1. Support immediate emergency response priorities. 2. Sustain lives with critical infrastructure. 3. Support recovery efforts. [Source]; The U.S. Army Corps of Engineers provides immediate and effective response and assistance during National Emergencies and Major Presidentially Declared Disasters. [Source]; The Republic of the Marshall Islands is a recipient of disaster relief and emergency management assistance from FEMA. [Source]; The New York District Civil Works program has a diverse environmental program that includes environmental restoration, which may be relevant in disaster response and recovery. [Source];\"]"}
-{"batch_x": [429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0], "batch_y": [425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2012-10-22: The U.S. president can issue a major disaster declaration upon request from the governor of Alaska, which enables federal assistance in disaster response and recovery. [Source]; The all-hazards approach to emergency preparedness involves implementing measures to prepare for and respond to various types of disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) has a Disaster Assistance Improvement Program (DAIP) to improve disaster assistance coordination. [Source]; Hospital mass casualty incident planning involves emergency preparedness planning, including disaster preparedness and emergency management. [Source] 2012-10-15: The United States is prone to disasters and humanitarian crises, with organizations such as Save the Children and the U.S. Army Reserve providing disaster relief and emergency response efforts. [Source] 2012-10-08: The United States has various programs and initiatives in place for emergency and disaster management, including academic programs, corporate/industrial security, and government agencies. [Source: programs.eku.edu, scholar.google.com, www.imf.org, www.worldbank.org] 2012-10-01: The United States has emergency response systems in place, including the Corps of Engineers, which can provide help during disasters that exceed local capabilities [Source: www.lrd.usace.army.mil]. Emergency is defined as a natural disaster affecting a wide area, such as floods, hurricanes, or earthquakes [Source: www.law.cornell.edu].;'\n 'Available facts are as follows: 2012-10-22: The U.S. president can issue a major disaster declaration upon request from the governor of Alaska, which enables federal assistance in disaster response and recovery. [Source]; The all-hazards approach to emergency preparedness involves implementing measures to prepare for and respond to various types of disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) has a Disaster Assistance Improvement Program (DAIP) to improve disaster assistance coordination. [Source]; Hospital mass casualty incident planning involves emergency preparedness planning, including disaster preparedness and emergency management. [Source] 2012-10-15: The United States is prone to disasters and humanitarian crises, with organizations such as Save the Children and the U.S. Army Reserve providing disaster relief and emergency response efforts. [Source] 2012-10-08: The United States has various programs and initiatives in place for emergency and disaster management, including academic programs, corporate/industrial security, and government agencies. [Source: programs.eku.edu, scholar.google.com, www.imf.org, www.worldbank.org] 2012-10-01: The United States has emergency response systems in place, including the Corps of Engineers, which can provide help during disasters that exceed local capabilities [Source: www.lrd.usace.army.mil]. Emergency is defined as a natural disaster affecting a wide area, such as floods, hurricanes, or earthquakes [Source: www.law.cornell.edu].;']"}
-{"batch_x": [230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0], "batch_y": [1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2012-11-19: The U.S. Army Corps of Engineers is involved in emergency management and disaster relief efforts, with various districts and facilities dedicated to this mission. [Source: www.swf.usace.army.mil, www.erdc.usace.army.mil]; The City of Beverly Hills has implemented an emergency notification program to alert citizens about current emergencies. [Source: www.beverlyhills.org]; The UJA-Federation of New York has an Israel Emergency Fund that provides disaster relief and assistance. [Source: www.ujafedny.org]; USAID provides humanitarian assistance and disaster response efforts, including bolstering technical disaster resilience and supporting Emergency Operations Centers. [Source: www.usaid.gov]; The U.S. Department of Homeland Security has guidelines and regulations for disaster relief and emergency assistance, including the Stafford Disaster Relief and Emergency Assistance Act. [Source: training.fema.gov] 2012-11-12: The U.S. Department of Defense and Federal Emergency Management Agency (FEMA) are involved in national disaster and emergency management. [Source: www.usace.army.mil]; The Federal Emergency Management Agency (FEMA) provides support at the federal level during disasters, and areas may be declared a state or federal disaster. [Source: www.masoncity.net]; The U.S. Army Corps of Engineers has an Emergency Operations mission. [Source: www.sam.usace.army.mil]; The U.S. Environmental Protection Agency provides guidelines for catastrophic emergency situations involving asbestos. [Source: archive.epa.gov]; State and local governments, such as Alameda County Water District, have disaster service workers and emergency management agencies. [Source: www.acwd.org, childcareta.acf.hhs.gov] 2012-11-05: Objective facts about the Climate and Disaster situation:The State Emergency Management Agency works with many government and voluntary agencies to prepare for earthquakes, which provide no advance warning. [Source: sema.dps.mo.gov]The Federal Emergency Management Agency (FEMA) declares major disasters and provides notice to the affected states. [Source: www.regulations.gov]The Stafford Act requires the governor of a state to declare an emergency before federal troops can be deployed for disaster assistance. [Source: sgp.fas.org] 2012-10-29: The United States Federal Emergency Management Agency (FEMA) has a disaster process and disaster aid programs in place to provide emergency aid to families and restore basic public services in the event of a disaster. [Source: journalistsresource.org]; Hurricane Sandy was a historic disaster that triggered the need for emergency aid, restoration of basic public services, and disaster recovery centers. [Source: www.fema.gov];'\n 'Available facts are as follows: 2012-11-19: The U.S. Army Corps of Engineers is involved in emergency management and disaster relief efforts, with various districts and facilities dedicated to this mission. [Source: www.swf.usace.army.mil, www.erdc.usace.army.mil]; The City of Beverly Hills has implemented an emergency notification program to alert citizens about current emergencies. [Source: www.beverlyhills.org]; The UJA-Federation of New York has an Israel Emergency Fund that provides disaster relief and assistance. [Source: www.ujafedny.org]; USAID provides humanitarian assistance and disaster response efforts, including bolstering technical disaster resilience and supporting Emergency Operations Centers. [Source: www.usaid.gov]; The U.S. Department of Homeland Security has guidelines and regulations for disaster relief and emergency assistance, including the Stafford Disaster Relief and Emergency Assistance Act. [Source: training.fema.gov] 2012-11-12: The U.S. Department of Defense and Federal Emergency Management Agency (FEMA) are involved in national disaster and emergency management. [Source: www.usace.army.mil]; The Federal Emergency Management Agency (FEMA) provides support at the federal level during disasters, and areas may be declared a state or federal disaster. [Source: www.masoncity.net]; The U.S. Army Corps of Engineers has an Emergency Operations mission. [Source: www.sam.usace.army.mil]; The U.S. Environmental Protection Agency provides guidelines for catastrophic emergency situations involving asbestos. [Source: archive.epa.gov]; State and local governments, such as Alameda County Water District, have disaster service workers and emergency management agencies. [Source: www.acwd.org, childcareta.acf.hhs.gov] 2012-11-05: Objective facts about the Climate and Disaster situation:The State Emergency Management Agency works with many government and voluntary agencies to prepare for earthquakes, which provide no advance warning. [Source: sema.dps.mo.gov]The Federal Emergency Management Agency (FEMA) declares major disasters and provides notice to the affected states. [Source: www.regulations.gov]The Stafford Act requires the governor of a state to declare an emergency before federal troops can be deployed for disaster assistance. [Source: sgp.fas.org] 2012-10-29: The United States Federal Emergency Management Agency (FEMA) has a disaster process and disaster aid programs in place to provide emergency aid to families and restore basic public services in the event of a disaster. [Source: journalistsresource.org]; Hurricane Sandy was a historic disaster that triggered the need for emergency aid, restoration of basic public services, and disaster recovery centers. [Source: www.fema.gov];']"}
-{"batch_x": [455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0], "batch_y": [1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2012-12-24: The United States government has various agencies and departments dedicated to emergency management and disaster response, such as the Federal Emergency Management Agency (FEMA) and the U.S. Army Corps of Engineers. [Source] 2012-12-17: The Federal Emergency Management Agency (FEMA) is involved in emergency response and disaster management in the United States. [Source]; Disaster mitigation is a critical concept in emergency management, aiming to reduce the impact of disasters. [Source]; Natural disasters can have significant impacts on health, as seen in the case of the Great East Japan Earthquake and tsunami. [Source] 2012-12-10: The USGS Emergency Operations aims to provide rapid access to timely, accurate, and relevant geospatial imagery and products for disaster response. [Source: www.usgs.gov]; The USACE is designated as the planning and operating agent for Emergency Support Function; The Governor may make State funds available for emergency assistance in the event of a Type I disaster declaration. [Source: www.ncleg.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) sends experts to affected countries to identify and prioritize needs in response to disasters. [Source: 2017-2020.usaid.gov]; The CDC provides information on current public health emergency topics, including diseases, infections, and natural disasters. [Source: emergency.cdc.gov]; The USGS Fact Sheet 2012–3061 highlights the primary goal of ensuring access to timely, accurate, and relevant geospatial imagery and products for disaster response. [Source: pubs.usgs.gov] 2012-12-03: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) has declared an emergency in Virginia, and Hazard Mitigation Grant has been provided. [Source: www.regulations.gov]The U.S. Department of the Interior has provided a fact sheet on Hurricane Sandy, which includes information on disaster assistance and response. [Source: www.doi.gov];'\n 'Available facts are as follows: 2012-12-24: The United States government has various agencies and departments dedicated to emergency management and disaster response, such as the Federal Emergency Management Agency (FEMA) and the U.S. Army Corps of Engineers. [Source] 2012-12-17: The Federal Emergency Management Agency (FEMA) is involved in emergency response and disaster management in the United States. [Source]; Disaster mitigation is a critical concept in emergency management, aiming to reduce the impact of disasters. [Source]; Natural disasters can have significant impacts on health, as seen in the case of the Great East Japan Earthquake and tsunami. [Source] 2012-12-10: The USGS Emergency Operations aims to provide rapid access to timely, accurate, and relevant geospatial imagery and products for disaster response. [Source: www.usgs.gov]; The USACE is designated as the planning and operating agent for Emergency Support Function; The Governor may make State funds available for emergency assistance in the event of a Type I disaster declaration. [Source: www.ncleg.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) sends experts to affected countries to identify and prioritize needs in response to disasters. [Source: 2017-2020.usaid.gov]; The CDC provides information on current public health emergency topics, including diseases, infections, and natural disasters. [Source: emergency.cdc.gov]; The USGS Fact Sheet 2012–3061 highlights the primary goal of ensuring access to timely, accurate, and relevant geospatial imagery and products for disaster response. [Source: pubs.usgs.gov] 2012-12-03: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) has declared an emergency in Virginia, and Hazard Mitigation Grant has been provided. [Source: www.regulations.gov]The U.S. Department of the Interior has provided a fact sheet on Hurricane Sandy, which includes information on disaster assistance and response. [Source: www.doi.gov];']"}
-{"batch_x": [327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0], "batch_y": [343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2013-01-21: The United States has various organizations and agencies that provide emergency response and disaster relief services, such as UNICEF, ShelterBox USA, Hulcher Services, Inc., and USAID. [Source: www.unicef.org, www.shelterboxusa.org, www.hulcher.com, www.flickr.com] 2013-01-14: Objective facts about the Climate and Disaster situation:The Disaster Service Worker Program excludes public employees who are not citizens of the United States. [Source: emergency.lacity.gov]The Federal Emergency Management Agency (FEMA) provides resources for reducing risk to natural hazards. [Source: www.fema.gov] 2013-01-07: The American Red Cross provides community disaster education and immediate mobilization of people and resources for disasters. [Source: www.redcross.org]; In the United States, dialing 2-1-1 connects to human and social services for emergency and natural disaster situations. [Source: dem.nv.gov]; The Stafford Disaster and Emergency Assistance Act is a federal law that guides disaster response in the USA. [Source: www.ncbi.nlm.nih.gov] 2012-12-31: The US Federal Emergency Management Agency (FEMA) is the primary organization for preparedness and response to federal level disasters in the United States. [Source]; FEMA has an entire website devoted to disaster preparedness and response. [Source]; The United States National Weather Service issues warnings and alerts for natural disasters. [Source]; Emergency operations planning is crucial in advance of a disaster event. [Source];'\n 'Available facts are as follows: 2013-01-21: The United States has various organizations and agencies that provide emergency response and disaster relief services, such as UNICEF, ShelterBox USA, Hulcher Services, Inc., and USAID. [Source: www.unicef.org, www.shelterboxusa.org, www.hulcher.com, www.flickr.com] 2013-01-14: Objective facts about the Climate and Disaster situation:The Disaster Service Worker Program excludes public employees who are not citizens of the United States. [Source: emergency.lacity.gov]The Federal Emergency Management Agency (FEMA) provides resources for reducing risk to natural hazards. [Source: www.fema.gov] 2013-01-07: The American Red Cross provides community disaster education and immediate mobilization of people and resources for disasters. [Source: www.redcross.org]; In the United States, dialing 2-1-1 connects to human and social services for emergency and natural disaster situations. [Source: dem.nv.gov]; The Stafford Disaster and Emergency Assistance Act is a federal law that guides disaster response in the USA. [Source: www.ncbi.nlm.nih.gov] 2012-12-31: The US Federal Emergency Management Agency (FEMA) is the primary organization for preparedness and response to federal level disasters in the United States. [Source]; FEMA has an entire website devoted to disaster preparedness and response. [Source]; The United States National Weather Service issues warnings and alerts for natural disasters. [Source]; Emergency operations planning is crucial in advance of a disaster event. [Source];']"}
-{"batch_x": [275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0], "batch_y": [434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2013-02-18: The United States Government has established a system to prevent, prepare for, respond to, and recover from terrorist attacks, major disasters, and other emergencies. [Source: delcopa.gov] 2013-02-11: The County Emergency Management Coordinator in Lampasas County, Texas provides an Action Checklist for items to do before a disaster. [Source]; The EFSP Website is a collaborative effort between various organizations, including the Federal Emergency Management Agency (FEMA), to provide disaster relief. [Source]; The NJ Department of Community Affairs has a Sandy Recovery Division that provides housing assistance for displaced residents and rebuilding guidance for property owners. [Source] 2013-02-04: The United States has various awareness events and initiatives to promote disaster preparedness and emergency management, such as Lightning Awareness Week and America Saves - Emergency Disaster Budget. [Source: dem.nv.gov]; Harborview Medical Center in Seattle is a disaster preparedness and disaster control hospital for Seattle and King County. [Source: www.uwmedicine.org]; The Centre County Emergency Management Agency in Pennsylvania aims to reduce the vulnerability of citizens and communities to damage or loss of life and property in a disaster situation. [Source: www.centrecountypa.gov]; The Utah State Tax Commission provides disaster tax relief following the Internal Revenue Service's (IRS) guidelines. [Source: tax.utah.gov] 2013-01-28: The Robert T. Stafford Disaster Relief and Emergency Assistance Act authorizes the President (FEMA per Executive Order 12673) to provide assistance in emergency situations. [Source]; The Federal Emergency Management Agency (FEMA) and the U.S. Department of Homeland Security were established in response to historical events. [Source]; The U.S. Small Business Administration offers economic injury disaster loans to certain businesses in affected areas. [Source];\"\n \"Available facts are as follows: 2013-02-18: The United States Government has established a system to prevent, prepare for, respond to, and recover from terrorist attacks, major disasters, and other emergencies. [Source: delcopa.gov] 2013-02-11: The County Emergency Management Coordinator in Lampasas County, Texas provides an Action Checklist for items to do before a disaster. [Source]; The EFSP Website is a collaborative effort between various organizations, including the Federal Emergency Management Agency (FEMA), to provide disaster relief. [Source]; The NJ Department of Community Affairs has a Sandy Recovery Division that provides housing assistance for displaced residents and rebuilding guidance for property owners. [Source] 2013-02-04: The United States has various awareness events and initiatives to promote disaster preparedness and emergency management, such as Lightning Awareness Week and America Saves - Emergency Disaster Budget. [Source: dem.nv.gov]; Harborview Medical Center in Seattle is a disaster preparedness and disaster control hospital for Seattle and King County. [Source: www.uwmedicine.org]; The Centre County Emergency Management Agency in Pennsylvania aims to reduce the vulnerability of citizens and communities to damage or loss of life and property in a disaster situation. [Source: www.centrecountypa.gov]; The Utah State Tax Commission provides disaster tax relief following the Internal Revenue Service's (IRS) guidelines. [Source: tax.utah.gov] 2013-01-28: The Robert T. Stafford Disaster Relief and Emergency Assistance Act authorizes the President (FEMA per Executive Order 12673) to provide assistance in emergency situations. [Source]; The Federal Emergency Management Agency (FEMA) and the U.S. Department of Homeland Security were established in response to historical events. [Source]; The U.S. Small Business Administration offers economic injury disaster loans to certain businesses in affected areas. [Source];\"]"}
-{"batch_x": [230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0], "batch_y": [1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0, 251718608.0], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2013-03-25: The United States experiences various natural disasters and emergencies, which can lead to major disaster or emergency declarations by the federal government. [Source: www.federalreserve.gov]; The U.S. Army Corps of Engineers plays a primary role in disaster response missions under the National Response Framework. [Source: www.mvn.usace.army.mil]; Washington State is susceptible to various natural disasters, and preparedness is crucial to mitigate the impact of these events. [Source: www.co.cowlitz.wa.us] 2013-03-18: The US Department of Defense has a Federal Response Plan for emergency public works and engineering assistance following disasters. [Source]; The Governor of Washington state has issued a directive to ensure coordination among agencies during disasters and emergencies. [Source]; The National Guard is participating in disaster response exercises to test their ability to coordinate with other agencies. [Source]; The Emergency Management Assistance Compact (EMAC) allows states to request assistance from other states during disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) has reservists who can be deployed to support disaster response efforts. [Source] 2013-03-11: The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) authorizes the President to provide assistance to State and local governments to support emergency preparedness and response. [Source]; The Texas Animal Health Commission (TAHC) is the state\\'s lead agency for all animal issues in disasters and emergencies. [Source]; The Medical Reserve Corps has over 200,000 volunteers in more than 950 registered units covering over 70% of the United States, representing a critically important cadre of responders in emergency situations. [Source] 2013-03-04: The United States has a system in place for emergency relief programs, where states can apply for funding within two calendar years of a disaster. [Source]; A 2004 report gave the U.S. public warning and emergency systems a \"failing grade\". [Source];'\n 'Available facts are as follows: 2013-03-25: The United States experiences various natural disasters and emergencies, which can lead to major disaster or emergency declarations by the federal government. [Source: www.federalreserve.gov]; The U.S. Army Corps of Engineers plays a primary role in disaster response missions under the National Response Framework. [Source: www.mvn.usace.army.mil]; Washington State is susceptible to various natural disasters, and preparedness is crucial to mitigate the impact of these events. [Source: www.co.cowlitz.wa.us] 2013-03-18: The US Department of Defense has a Federal Response Plan for emergency public works and engineering assistance following disasters. [Source]; The Governor of Washington state has issued a directive to ensure coordination among agencies during disasters and emergencies. [Source]; The National Guard is participating in disaster response exercises to test their ability to coordinate with other agencies. [Source]; The Emergency Management Assistance Compact (EMAC) allows states to request assistance from other states during disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) has reservists who can be deployed to support disaster response efforts. [Source] 2013-03-11: The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) authorizes the President to provide assistance to State and local governments to support emergency preparedness and response. [Source]; The Texas Animal Health Commission (TAHC) is the state\\'s lead agency for all animal issues in disasters and emergencies. [Source]; The Medical Reserve Corps has over 200,000 volunteers in more than 950 registered units covering over 70% of the United States, representing a critically important cadre of responders in emergency situations. [Source] 2013-03-04: The United States has a system in place for emergency relief programs, where states can apply for funding within two calendar years of a disaster. [Source]; A 2004 report gave the U.S. public warning and emergency systems a \"failing grade\". [Source];']"}
-{"batch_x": [199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0], "batch_y": [513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0, 251718608.0, 342495104.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2013-04-22: The Stafford Act is a federal law that provides disaster relief and emergency assistance to affected areas in the United States. [Source]; The Episcopal Relief & Development organization provides resources and training to help communities prepare for disasters and respond to emergency situations in the United States. [Source]; FEMA deployed 16 Mobile Communications Office Vehicles and 34 personnel and vehicles from Mobile Emergency Response Support during Superstorm Sandy recovery efforts. [Source]; Flooding is the 2013-04-15: There is no direct mention of climate-related information in the provided search results. The results primarily focus on emergency management, disaster response, and preparedness. [Source] 2013-04-08: The United States Department of Commerce and the National Weather Service emphasize the importance of personal disaster preparedness, including creating a disaster supplies kit and staying informed about emergency situations. [Source]; The United States government has taken steps to modernize the National Disaster Medical System and improve emergency preparedness, including the passage of Public Law 113-5. [Source] 2013-04-01: The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) is a federal law that provides assistance to states and local governments during disasters and emergencies. [Source]; The National Response Team provides training to stakeholders, first responders, and emergency managers on disaster response and relief efforts. [Source];'\n 'Available facts are as follows: 2013-04-22: The Stafford Act is a federal law that provides disaster relief and emergency assistance to affected areas in the United States. [Source]; The Episcopal Relief & Development organization provides resources and training to help communities prepare for disasters and respond to emergency situations in the United States. [Source]; FEMA deployed 16 Mobile Communications Office Vehicles and 34 personnel and vehicles from Mobile Emergency Response Support during Superstorm Sandy recovery efforts. [Source]; Flooding is the 2013-04-15: There is no direct mention of climate-related information in the provided search results. The results primarily focus on emergency management, disaster response, and preparedness. [Source] 2013-04-08: The United States Department of Commerce and the National Weather Service emphasize the importance of personal disaster preparedness, including creating a disaster supplies kit and staying informed about emergency situations. [Source]; The United States government has taken steps to modernize the National Disaster Medical System and improve emergency preparedness, including the passage of Public Law 113-5. [Source] 2013-04-01: The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) is a federal law that provides assistance to states and local governments during disasters and emergencies. [Source]; The National Response Team provides training to stakeholders, first responders, and emergency managers on disaster response and relief efforts. [Source];']"}
-{"batch_x": [390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0], "batch_y": [482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0, 251718608.0, 342495104.0, 420205440.0], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2013-05-20: The United States has experienced various disasters, including hurricanes, tornadoes, and flooding, which have resulted in significant loss of life and property damage. [Source: www.cdc.gov, www.savethechildren.org] 2013-05-13: The American Red Cross responds to an emergency every 8 minutes, and donations will benefit Red Cross Disaster Relief, including wildfires in Hawaii. [Source: www.redcross.org]; Floods are the most common and widespread of all natural disasters, and most communities in the United States have experienced some kind of flooding. [Source: uwm.edu] 2013-05-06: The United States has experienced severe disasters, including hurricanes, which have resulted in significant damage and loss of life. [Source: www.brookings.edu] 2013-04-29: The Stafford Disaster Relief and Emergency Assistance Act states that all requests for a declaration by the President that a major disaster exists shall be made by the Governor of the affected state. [Source: www.fema.gov]; The Centers for Disease Control (CDC) in the United States (US) tracks and reports on disasters and mass casualty incidents. [Source: www.ncbi.nlm.nih.gov]; The National Guard plays a role in responding to natural and man-made disasters in the United States. [Source: www.nationalguard.mil]; The Office of Emergency Management (OEM) leads periodic reviews of the Citywide Strategic Plan (CSP) for disaster response in New York City. [Source: www.nyc.gov];'\n 'Available facts are as follows: 2013-05-20: The United States has experienced various disasters, including hurricanes, tornadoes, and flooding, which have resulted in significant loss of life and property damage. [Source: www.cdc.gov, www.savethechildren.org] 2013-05-13: The American Red Cross responds to an emergency every 8 minutes, and donations will benefit Red Cross Disaster Relief, including wildfires in Hawaii. [Source: www.redcross.org]; Floods are the most common and widespread of all natural disasters, and most communities in the United States have experienced some kind of flooding. [Source: uwm.edu] 2013-05-06: The United States has experienced severe disasters, including hurricanes, which have resulted in significant damage and loss of life. [Source: www.brookings.edu] 2013-04-29: The Stafford Disaster Relief and Emergency Assistance Act states that all requests for a declaration by the President that a major disaster exists shall be made by the Governor of the affected state. [Source: www.fema.gov]; The Centers for Disease Control (CDC) in the United States (US) tracks and reports on disasters and mass casualty incidents. [Source: www.ncbi.nlm.nih.gov]; The National Guard plays a role in responding to natural and man-made disasters in the United States. [Source: www.nationalguard.mil]; The Office of Emergency Management (OEM) leads periodic reviews of the Citywide Strategic Plan (CSP) for disaster response in New York City. [Source: www.nyc.gov];']"}
-{"batch_x": [425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0], "batch_y": [417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0, 251718608.0, 342495104.0, 420205440.0, 478119712.0], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2013-06-24: The California Governor\\'s Office of Emergency Services provides resources for disaster mitigation, preparedness, response, and recovery, including training for state and local government agencies. [Source: www.caloes.ca.gov]; The U.S. Army Corps of Engineers and the Federal Emergency Management Agency have worked collaboratively to maintain a Remedial Action Plan for disaster response. [Source: www.usace.army.mil]; The U.S. Department of Agriculture\\'s Farm Service Agency provides emergency loans to farmers affected by disasters. [Source: dem.nv.gov] 2013-06-17: The Chernobyl nuclear power plant accident occurred on April 26, 1986, and was a sudden surge of power during a reactor test. [Source: www.nrc.gov]; The U.S. Army Corps of Engineers conducts emergency response exercises to prepare for national disasters and emergencies. [Source: www.nad.usace.army.mil]; Federal, State, local, and tribal emergency plans identify procedures for communicating during and after a nuclear power plant incident. [Source: www.fema.gov]; The U.S. Department of the Interior has cost reimbursement procedures for managing and coordinating efforts to respond to national disasters and emergencies. [Source: www.doi.gov]; The U.S. Department of Education provides guides for developing high-quality school emergency operations plans. [Source: www.fema.gov]; Fire departments and emergency services focus on reducing risk through prevention, education, and disaster preparedness. [Source: www.olympiawa.gov]; The U.S. Department of Defense and international partners participate in joint disaster relief exercises to improve response and coordination. [Source: www.army.mil]; State and local agencies have disaster recovery information and emergency preparedness plans in place. [Source: www.sos.la.gov] 2013-06-10: The term \"community resilience\" is relatively new to emergency preparedness, but emerging operational frameworks embrace many of its core components. [Source: www.ncbi.nlm.nih.gov] 2013-06-03: The U.S. Army Corps of Engineers has an Emergency Operations office that focuses on flood control, national response framework, and infrastructure assessment to mitigate disaster risk. [Source: www.usace.army.mil]; The Federal Highway Administration has guidelines for special permits during periods of national emergency or major disaster declared by the President. [Source: www.fhwa.dot.gov]; The City of Tacoma has a Comprehensive Emergency Management Plan to guide city officials and community representatives during a major emergency or disaster. [Source: www.cityoftacoma.org]; The U.S. Department of Education provides a guide for developing high-quality emergency operations plans for schools. [Source: www.dhs.gov]; The Community Emergency Response Team (CERT) is a federal program aimed at equipping communities to respond to disasters before emergency responders arrive. [Source: www.cityoftacoma.org];'\n 'Available facts are as follows: 2013-06-24: The California Governor\\'s Office of Emergency Services provides resources for disaster mitigation, preparedness, response, and recovery, including training for state and local government agencies. [Source: www.caloes.ca.gov]; The U.S. Army Corps of Engineers and the Federal Emergency Management Agency have worked collaboratively to maintain a Remedial Action Plan for disaster response. [Source: www.usace.army.mil]; The U.S. Department of Agriculture\\'s Farm Service Agency provides emergency loans to farmers affected by disasters. [Source: dem.nv.gov] 2013-06-17: The Chernobyl nuclear power plant accident occurred on April 26, 1986, and was a sudden surge of power during a reactor test. [Source: www.nrc.gov]; The U.S. Army Corps of Engineers conducts emergency response exercises to prepare for national disasters and emergencies. [Source: www.nad.usace.army.mil]; Federal, State, local, and tribal emergency plans identify procedures for communicating during and after a nuclear power plant incident. [Source: www.fema.gov]; The U.S. Department of the Interior has cost reimbursement procedures for managing and coordinating efforts to respond to national disasters and emergencies. [Source: www.doi.gov]; The U.S. Department of Education provides guides for developing high-quality school emergency operations plans. [Source: www.fema.gov]; Fire departments and emergency services focus on reducing risk through prevention, education, and disaster preparedness. [Source: www.olympiawa.gov]; The U.S. Department of Defense and international partners participate in joint disaster relief exercises to improve response and coordination. [Source: www.army.mil]; State and local agencies have disaster recovery information and emergency preparedness plans in place. [Source: www.sos.la.gov] 2013-06-10: The term \"community resilience\" is relatively new to emergency preparedness, but emerging operational frameworks embrace many of its core components. [Source: www.ncbi.nlm.nih.gov] 2013-06-03: The U.S. Army Corps of Engineers has an Emergency Operations office that focuses on flood control, national response framework, and infrastructure assessment to mitigate disaster risk. [Source: www.usace.army.mil]; The Federal Highway Administration has guidelines for special permits during periods of national emergency or major disaster declared by the President. [Source: www.fhwa.dot.gov]; The City of Tacoma has a Comprehensive Emergency Management Plan to guide city officials and community representatives during a major emergency or disaster. [Source: www.cityoftacoma.org]; The U.S. Department of Education provides a guide for developing high-quality emergency operations plans for schools. [Source: www.dhs.gov]; The Community Emergency Response Team (CERT) is a federal program aimed at equipping communities to respond to disasters before emergency responders arrive. [Source: www.cityoftacoma.org];']"}
-{"batch_x": [1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0], "batch_y": [467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0, 251718608.0, 342495104.0, 420205440.0, 478119712.0, 466652544.0], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2013-07-22: The United States Federal Emergency Management Agency (FEMA) provides resources and training for emergency preparedness and disaster response. [Source: www.ready.gov]; The National Center for Disaster Preparedness (NCDP) at Columbia University offers training on economic and housing disaster recovery. [Source: ncdp.columbia.edu] 2013-07-15: Flash floods are the 2013-07-08: The USAID supports interventions including emergency food assistance in Yemen, a country facing a crisis. [Source: www.usaid.gov]; The American Red Cross did not have an efficient way to process and respond to disasters in the past. [Source: www.redcross.org]; The U.S. Department of Homeland Security's Federal Emergency Management Agency (FEMA) plays a role in disaster relief and response. [Source: www.dhs.gov]; The Federal Emergency Management Agency (FEMA) issues notices of major disaster declarations, such as the one for the State of Oklahoma. [Source: www.federalregister.gov]; The San Francisco General Hospital and Trauma Center responds to regional emergencies and disasters. [Source: www.ucsf.edu]; The Burlington County Office of Emergency Management is involved in the All Hazards Mitigation Plan. [Source: www.co.burlington.nj.us]; The State Emergency Registry of Volunteers for South Dakota (SERV SD) is a website for volunteers to register in case of an event or disaster. [Source: volunteers.sd.gov]; FEMA offers training courses, such as IS-915, on protecting critical infrastructure against insider threats. [Source: training.fema.gov]; The Gartrell Group provides mapping support in the wake of major natural and human-caused disasters. [Source: www.gartrellgroup.com]; The U.S. Navy partners with the Republic of the Marshall Islands (RMI) and U.S. agencies in drought relief efforts. [Source: mh.usembassy.gov] 2013-07-01: The State Health Officer and/or the Governor of Louisiana have the authority to respond to emergency/disaster situations through the State EOC as part of the Emergency Support Function. [Source: ldh.la.gov]; The UCSD EMS Fellowship provides training in emergency medicine and disaster response for physicians licensed in the US. [Source: emergencymed.ucsd.edu]; The California Governor's Office of Emergency Services (Cal OES) has a history of responding to emergencies and disasters in the state. [Source: www.caloes.ca.gov]; The Navy-Marine Corps Relief Society (NMCRS) provides disaster evacuation assistance to those affected by base-wide evacuations. [Source: www.nmcrs.org]; The United States, through USAID's Office of Foreign Disaster Assistance (OFDA), facilitates and coordinates U.S. government emergency response efforts in the Caribbean region. [Source: www.brookings.edu]; The State of New Jersey has a Drinking Water State Revolving Fund that provides emergency financing for disaster relief projects. [Source: www.nj.gov]; Michigan state law authorizes the governor to deploy the National Guard in response to disasters, crises, or catastrophes. [Source: www.legislature.mi.gov]; Porter County, Indiana has an Emergency Management department that provides information on emergency preparedness and response. [Source: www.porterco.org]; The Louisiana Oil Spill Response organization (LOSCO) is responsible for state government management of emergencies and disasters related to oil spills. [Source: www.losco.state.la.us];\"\n \"Available facts are as follows: 2013-07-22: The United States Federal Emergency Management Agency (FEMA) provides resources and training for emergency preparedness and disaster response. [Source: www.ready.gov]; The National Center for Disaster Preparedness (NCDP) at Columbia University offers training on economic and housing disaster recovery. [Source: ncdp.columbia.edu] 2013-07-15: Flash floods are the 2013-07-08: The USAID supports interventions including emergency food assistance in Yemen, a country facing a crisis. [Source: www.usaid.gov]; The American Red Cross did not have an efficient way to process and respond to disasters in the past. [Source: www.redcross.org]; The U.S. Department of Homeland Security's Federal Emergency Management Agency (FEMA) plays a role in disaster relief and response. [Source: www.dhs.gov]; The Federal Emergency Management Agency (FEMA) issues notices of major disaster declarations, such as the one for the State of Oklahoma. [Source: www.federalregister.gov]; The San Francisco General Hospital and Trauma Center responds to regional emergencies and disasters. [Source: www.ucsf.edu]; The Burlington County Office of Emergency Management is involved in the All Hazards Mitigation Plan. [Source: www.co.burlington.nj.us]; The State Emergency Registry of Volunteers for South Dakota (SERV SD) is a website for volunteers to register in case of an event or disaster. [Source: volunteers.sd.gov]; FEMA offers training courses, such as IS-915, on protecting critical infrastructure against insider threats. [Source: training.fema.gov]; The Gartrell Group provides mapping support in the wake of major natural and human-caused disasters. [Source: www.gartrellgroup.com]; The U.S. Navy partners with the Republic of the Marshall Islands (RMI) and U.S. agencies in drought relief efforts. [Source: mh.usembassy.gov] 2013-07-01: The State Health Officer and/or the Governor of Louisiana have the authority to respond to emergency/disaster situations through the State EOC as part of the Emergency Support Function. [Source: ldh.la.gov]; The UCSD EMS Fellowship provides training in emergency medicine and disaster response for physicians licensed in the US. [Source: emergencymed.ucsd.edu]; The California Governor's Office of Emergency Services (Cal OES) has a history of responding to emergencies and disasters in the state. [Source: www.caloes.ca.gov]; The Navy-Marine Corps Relief Society (NMCRS) provides disaster evacuation assistance to those affected by base-wide evacuations. [Source: www.nmcrs.org]; The United States, through USAID's Office of Foreign Disaster Assistance (OFDA), facilitates and coordinates U.S. government emergency response efforts in the Caribbean region. [Source: www.brookings.edu]; The State of New Jersey has a Drinking Water State Revolving Fund that provides emergency financing for disaster relief projects. [Source: www.nj.gov]; Michigan state law authorizes the governor to deploy the National Guard in response to disasters, crises, or catastrophes. [Source: www.legislature.mi.gov]; Porter County, Indiana has an Emergency Management department that provides information on emergency preparedness and response. [Source: www.porterco.org]; The Louisiana Oil Spill Response organization (LOSCO) is responsible for state government management of emergencies and disasters related to oil spills. [Source: www.losco.state.la.us];\"]"}
+{"batch_x": [49706536.0, 69598192.0, 122062232.0, 76194248.0, 104092960.0, 116832760.0, 101307760.0, 68602160.0], "batch_y": [89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0], "batch_x_timestamps_datetime64_ns": [936144000000000000, 938736000000000000, 941414400000000000, 944006400000000000, 946684800000000000, 949363200000000000, 951868800000000000, 954547200000000000], "batch_y_timestamps_datetime64_ns": [957139200000000000, 959817600000000000, 962409600000000000, 965088000000000000, 967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2000-04-24: The International Disasters Charter was established on April 25, 2000, with the objective of providing a unified system to support disaster relief efforts. [Source: disasterscharter.org]; Africare and Catholic Relief Services (CRS) were involved in disaster relief efforts in Ethiopia and Eritrea in April 2000. [Source: reliefweb.int]; The US Public Law 106-181 was enacted on April 25, 2000, which included provisions for natural disaster response and emergency relief. [Source: www.congress.gov]; InterAction Member Activity Reports from April 2000 highlighted disaster and emergency relief efforts in Sudan and Ethiopia/Eritrea. [Source: reliefweb.int]; The US Army Corps of Engineers published a document on April 30, 2000, discussing levee design and emergency access requirements. [Source: www.publications.usace.army.mil]; The US Occupational Safety and Health Administration (OSHA) published a notice on April 27, 2000, regarding exit route requirements and disaster recovery assistance. [Source: www.osha.gov] 2000-04-17: The United States government has been involved in disaster management and emergency response efforts, both domestically and internationally, with various agencies and organizations playing key roles. [Source: reliefweb.int, www.cdc.gov, www.publications.usace.army.mil, documents.worldbank.org, executiveboard.wfp.org, www.hud.gov] 2000-04-10: The Federal Emergency Management Agency (FEMA) has spent more than $25 billion to help communities recover after natural disasters in the last decade alone. [Source: www.swc.nd.gov]; Floods continue to teach us about the need for fundamental policy changes in disaster response, recovery, and mitigation and for long-term floodplain management. [Source: biotech.law.lsu.edu] 2000-04-03: The 2000 Mozambique flood was a natural disaster that occurred in February and March 2000. [Source: en.wikipedia.org]; A state of emergency was declared in Paraguay in September 1999 due to drought. [Source: reliefweb.int]; The Boise River and its tributaries were classified as a One-Hundred (100) Year Floodplain by the U.S. Army Corps of Engineers and the Federal Emergency Management Agency. [Source: adacounty.id.gov];'\n 'Available facts are as follows: 2000-04-24: The International Disasters Charter was established on April 25, 2000, with the objective of providing a unified system to support disaster relief efforts. [Source: disasterscharter.org]; Africare and Catholic Relief Services (CRS) were involved in disaster relief efforts in Ethiopia and Eritrea in April 2000. [Source: reliefweb.int]; The US Public Law 106-181 was enacted on April 25, 2000, which included provisions for natural disaster response and emergency relief. [Source: www.congress.gov]; InterAction Member Activity Reports from April 2000 highlighted disaster and emergency relief efforts in Sudan and Ethiopia/Eritrea. [Source: reliefweb.int]; The US Army Corps of Engineers published a document on April 30, 2000, discussing levee design and emergency access requirements. [Source: www.publications.usace.army.mil]; The US Occupational Safety and Health Administration (OSHA) published a notice on April 27, 2000, regarding exit route requirements and disaster recovery assistance. [Source: www.osha.gov] 2000-04-17: The United States government has been involved in disaster management and emergency response efforts, both domestically and internationally, with various agencies and organizations playing key roles. [Source: reliefweb.int, www.cdc.gov, www.publications.usace.army.mil, documents.worldbank.org, executiveboard.wfp.org, www.hud.gov] 2000-04-10: The Federal Emergency Management Agency (FEMA) has spent more than $25 billion to help communities recover after natural disasters in the last decade alone. [Source: www.swc.nd.gov]; Floods continue to teach us about the need for fundamental policy changes in disaster response, recovery, and mitigation and for long-term floodplain management. [Source: biotech.law.lsu.edu] 2000-04-03: The 2000 Mozambique flood was a natural disaster that occurred in February and March 2000. [Source: en.wikipedia.org]; A state of emergency was declared in Paraguay in September 1999 due to drought. [Source: reliefweb.int]; The Boise River and its tributaries were classified as a One-Hundred (100) Year Floodplain by the U.S. Army Corps of Engineers and the Federal Emergency Management Agency. [Source: adacounty.id.gov];']"}
+{"batch_x": [69598192.0, 122062232.0, 76194248.0, 104092960.0, 116832760.0, 101307760.0, 68602160.0, 89463496.0], "batch_y": [33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0], "batch_x_timestamps_datetime64_ns": [938736000000000000, 941414400000000000, 944006400000000000, 946684800000000000, 949363200000000000, 951868800000000000, 954547200000000000, 957139200000000000], "batch_y_timestamps_datetime64_ns": [959817600000000000, 962409600000000000, 965088000000000000, 967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2000-05-22: The Framework Convention on Civil Defence Assistance recognizes that States have the primary responsibility to take necessary measures in the face of potential disasters or other emergency situations. [Source: www.ifrc.org]; The US Federal Clean Water Act and Public Health Law have provisions for emergency response systems and remediation measures in the event of disasters or emergencies. [Source: dec.ny.gov]; The US Agency for International Development (USAID) and Office of U.S. Foreign Disaster Assistance (OFDA) provide humanitarian response and assistance in the event of disasters and complex emergencies. [Source: reliefweb.int]; Airports and airlines have emergency procedures in place to respond to disasters, including crisis management and emergency response systems. [Source: www.crisisnavigator.com] 2000-05-15: The United States has emergency response systems in place, including the ability to provide partial payment packets for disaster relief and emergency expenditures. [Source: www.newriver.marines.mil, www.law.cornell.edu]; GIS technology is used in disaster and emergency management, including mapping landslide hazards and providing emergency responders with access to federal, state, and local resources. [Source: www.esri.com, www.ncbi.nlm.nih.gov]; The US government provides assistance to state and local authorities in the event of a major disaster or emergency, including search and rescue operations and deployable military hospitals. [Source: www.jcs.mil, pubmed.ncbi.nlm.nih.gov]; Public transportation systems play a critical role in emergency management, maintaining mobility for residents in the aftermath of major disasters. [Source: static.tti.tamu.edu] 2000-05-08: The United States Geological Survey reported an earthquake measuring 7.3 on May 8, 2000. [Source: response.reliefweb.int]; The Central Emergency Response Fund was involved in disaster response in Indonesia on May 8, 2000. [Source: response.reliefweb.int]; The U.S.-SADC (Southern African Development Community) Forum prioritized regional flood control and disaster preparedness on May 8, 2000. [Source: reliefweb.int] 2000-05-01: NA.;'\n 'Available facts are as follows: 2000-05-22: The Framework Convention on Civil Defence Assistance recognizes that States have the primary responsibility to take necessary measures in the face of potential disasters or other emergency situations. [Source: www.ifrc.org]; The US Federal Clean Water Act and Public Health Law have provisions for emergency response systems and remediation measures in the event of disasters or emergencies. [Source: dec.ny.gov]; The US Agency for International Development (USAID) and Office of U.S. Foreign Disaster Assistance (OFDA) provide humanitarian response and assistance in the event of disasters and complex emergencies. [Source: reliefweb.int]; Airports and airlines have emergency procedures in place to respond to disasters, including crisis management and emergency response systems. [Source: www.crisisnavigator.com] 2000-05-15: The United States has emergency response systems in place, including the ability to provide partial payment packets for disaster relief and emergency expenditures. [Source: www.newriver.marines.mil, www.law.cornell.edu]; GIS technology is used in disaster and emergency management, including mapping landslide hazards and providing emergency responders with access to federal, state, and local resources. [Source: www.esri.com, www.ncbi.nlm.nih.gov]; The US government provides assistance to state and local authorities in the event of a major disaster or emergency, including search and rescue operations and deployable military hospitals. [Source: www.jcs.mil, pubmed.ncbi.nlm.nih.gov]; Public transportation systems play a critical role in emergency management, maintaining mobility for residents in the aftermath of major disasters. [Source: static.tti.tamu.edu] 2000-05-08: The United States Geological Survey reported an earthquake measuring 7.3 on May 8, 2000. [Source: response.reliefweb.int]; The Central Emergency Response Fund was involved in disaster response in Indonesia on May 8, 2000. [Source: response.reliefweb.int]; The U.S.-SADC (Southern African Development Community) Forum prioritized regional flood control and disaster preparedness on May 8, 2000. [Source: reliefweb.int] 2000-05-01: NA.;']"}
+{"batch_x": [122062232.0, 76194248.0, 104092960.0, 116832760.0, 101307760.0, 68602160.0, 89463496.0, 33191224.0], "batch_y": [39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0], "batch_x_timestamps_datetime64_ns": [941414400000000000, 944006400000000000, 946684800000000000, 949363200000000000, 951868800000000000, 954547200000000000, 957139200000000000, 959817600000000000], "batch_y_timestamps_datetime64_ns": [962409600000000000, 965088000000000000, 967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257]], "batch_text": "[\"Available facts are as follows: 2000-06-19: The UNDAC Team Mission Report states that no national state of emergency or disaster was declared for the Bengkulu Earthquake in Sumatra on June 19, 2000. [Source: reliefweb.int]; The Childers Backpackers' fire occurred in Queensland, Australia on June 23, 2000. [Source: knowledge.aidr.org.au] 2000-06-12: The United States government has assessed the evacuation effort during Hurricane Floyd in 1999, highlighting the importance of emergency management and response. [Source: www.weather.gov]; The US Fire Administration, Emergency Medical Services, and other agencies have documented operational risk management for civil unrest, including preparedness and response. [Source: www.undrr.org]; The Tennessee Department of Human Services (DHS) has received national recognition for its overall quality of disaster-related emergency assistance. [Source: www.tn.gov] 2000-06-05: The UN launched an emergency appeal for $378 million to avert the effects of drought in the Horn of Africa on June 10, 2000. [Source: response.reliefweb.int]; An earthquake occurred in Indonesia on June 4, 2000, prompting emergency relief efforts. [Source: response.reliefweb.int]; USAID sent a Disaster Team to Eritrea on June 9, 2000, to provide emergency assistance. [Source: allafrica.com] 2000-05-29: The United States government and its agencies, such as FEMA, have emergency response plans and programs in place to prepare for and respond to disasters. [Source: www.govinfo.gov, www.santarosa.fl.gov];\"\n \"Available facts are as follows: 2000-06-19: The UNDAC Team Mission Report states that no national state of emergency or disaster was declared for the Bengkulu Earthquake in Sumatra on June 19, 2000. [Source: reliefweb.int]; The Childers Backpackers' fire occurred in Queensland, Australia on June 23, 2000. [Source: knowledge.aidr.org.au] 2000-06-12: The United States government has assessed the evacuation effort during Hurricane Floyd in 1999, highlighting the importance of emergency management and response. [Source: www.weather.gov]; The US Fire Administration, Emergency Medical Services, and other agencies have documented operational risk management for civil unrest, including preparedness and response. [Source: www.undrr.org]; The Tennessee Department of Human Services (DHS) has received national recognition for its overall quality of disaster-related emergency assistance. [Source: www.tn.gov] 2000-06-05: The UN launched an emergency appeal for $378 million to avert the effects of drought in the Horn of Africa on June 10, 2000. [Source: response.reliefweb.int]; An earthquake occurred in Indonesia on June 4, 2000, prompting emergency relief efforts. [Source: response.reliefweb.int]; USAID sent a Disaster Team to Eritrea on June 9, 2000, to provide emergency assistance. [Source: allafrica.com] 2000-05-29: The United States government and its agencies, such as FEMA, have emergency response plans and programs in place to prepare for and respond to disasters. [Source: www.govinfo.gov, www.santarosa.fl.gov];\"]"}
+{"batch_x": [76194248.0, 104092960.0, 116832760.0, 101307760.0, 68602160.0, 89463496.0, 33191224.0, 39359592.0], "batch_y": [65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0], "batch_x_timestamps_datetime64_ns": [944006400000000000, 946684800000000000, 949363200000000000, 951868800000000000, 954547200000000000, 957139200000000000, 959817600000000000, 962409600000000000], "batch_y_timestamps_datetime64_ns": [965088000000000000, 967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809]], "batch_text": "['Available facts are as follows: 2000-07-24: Between 1992 and 1996, losses associated with natural disasters in the United States totaled $140 billion. [Source] 2000-07-17: The International Emergency Management Assistance Memorandum of Understanding was signed between Canada and the United States in 2000 to facilitate cooperation in emergency management. [Source: disasterlaw.ifrc.org]; The Kyoto Convention urges states to take action in proximity to emergencies, including natural disasters and environmental emergencies. [Source: www.ocosec.org]; The US Department of Agriculture donated food aid to Asia and the Pacific in response to a disaster in 2000. [Source: response.reliefweb.int]; Liberia declared a state of emergency in Lofa in 2000 due to a crisis situation. [Source: www.thenewhumanitarian.org]; UNICEF responded to a drought in India in 2000 with emergency aid and long-term solutions. [Source: reliefweb.int] 2000-07-10: The United States government has official agencies and laws in place to manage and respond to disasters and emergencies, such as the Federal Emergency Management Agency (FEMA) and Public Law 106-246. [Source]; There are also organizations and services that provide information and support during emergencies, such as 211 call centers and the United Way. [Source] 2000-07-03: The demands of the emergency of the Marmara earthquake in Turkey in 2000 highlighted the current weaknesses of the disaster management system. [Source: reliefweb.int]; In 2000, a state of emergency was declared in Greece due to fires on Samos Island, requiring the evacuation of several homes and the deployment of 450 firefighters. [Source: earth.esa.int]; A 6.4-magnitude earthquake struck Nicaragua in 2000, prompting the National Emergency Commission to declare a state of emergency. [Source: reliefweb.int];'\n 'Available facts are as follows: 2000-07-24: Between 1992 and 1996, losses associated with natural disasters in the United States totaled $140 billion. [Source] 2000-07-17: The International Emergency Management Assistance Memorandum of Understanding was signed between Canada and the United States in 2000 to facilitate cooperation in emergency management. [Source: disasterlaw.ifrc.org]; The Kyoto Convention urges states to take action in proximity to emergencies, including natural disasters and environmental emergencies. [Source: www.ocosec.org]; The US Department of Agriculture donated food aid to Asia and the Pacific in response to a disaster in 2000. [Source: response.reliefweb.int]; Liberia declared a state of emergency in Lofa in 2000 due to a crisis situation. [Source: www.thenewhumanitarian.org]; UNICEF responded to a drought in India in 2000 with emergency aid and long-term solutions. [Source: reliefweb.int] 2000-07-10: The United States government has official agencies and laws in place to manage and respond to disasters and emergencies, such as the Federal Emergency Management Agency (FEMA) and Public Law 106-246. [Source]; There are also organizations and services that provide information and support during emergencies, such as 211 call centers and the United Way. [Source] 2000-07-03: The demands of the emergency of the Marmara earthquake in Turkey in 2000 highlighted the current weaknesses of the disaster management system. [Source: reliefweb.int]; In 2000, a state of emergency was declared in Greece due to fires on Samos Island, requiring the evacuation of several homes and the deployment of 450 firefighters. [Source: earth.esa.int]; A 6.4-magnitude earthquake struck Nicaragua in 2000, prompting the National Emergency Commission to declare a state of emergency. [Source: reliefweb.int];']"}
+{"batch_x": [104092960.0, 116832760.0, 101307760.0, 68602160.0, 89463496.0, 33191224.0, 39359592.0, 65042924.0], "batch_y": [130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0], "batch_x_timestamps_datetime64_ns": [946684800000000000, 949363200000000000, 951868800000000000, 954547200000000000, 957139200000000000, 959817600000000000, 962409600000000000, 965088000000000000], "batch_y_timestamps_datetime64_ns": [967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2000-08-21: The United States and the United Kingdom have conducted surveys on hazards and emergency situations. [Source]; Volcano monitoring involves providing precautions and instructions to the public in the event of a natural disaster or other emergency situation. [Source]; The United States has experienced oil spills, with one notable incident being the largest oil spill in the United Kingdom. [Source] 2000-08-14: The National Guard was operating from Liberty, New York, and accepted on the emergency disaster response team in August 2000. [Source: nationalguard.mil]; The IAEA provided assistance in radiological accidents, including the accident in Yanango in August 2000. [Source: www-pub.iaea.org]; The U.S. Department of the Interior, Bureau of Reclamation, had an Emergency Action Plan and guidelines for firefighting and fire prevention in August 2000. [Source: www.usbr.gov]; The U.S. Army Corps of Engineers, South Pacific Division, had a website focused on disaster risk and emergency response in August 2000. [Source: www.spd.usace.army.mil] 2000-08-07: The United States government has established emergency management centers and offices to provide disaster recovery assistance and respond to emergencies. [Source: www.dol.gov]; The Central U.S. Earthquake Consortium (CUSEC) is a nonprofit organization funded by the Federal Emergency Management Agency (FEMA) to address earthquake vulnerabilities. [Source: www.cusec.org]; Heavy rainfall can lead to floods and mudslides, causing states of emergency, as seen in Brazil in 2000. [Source: reliefweb.int]; The United States has experienced devastating wildfires, with the Peshtigo tragedy being one of the worst disasters in U.S. history. [Source: clintonwhitehouse5.archives.gov]; Saint Lucia has a legal framework in place for disaster risk reduction, including the Emergency Powers (Disaster) Act of 1995. [Source: dipecholac.net] 2000-07-31: The United States has experienced various disasters and emergencies in the past, including floods, riots, and mine explosions, which have resulted in significant costs and affected many people. [Source: www.cambridge.org, case.hks.harvard.edu, reliefweb.int, www.haworthnj.org];'\n 'Available facts are as follows: 2000-08-21: The United States and the United Kingdom have conducted surveys on hazards and emergency situations. [Source]; Volcano monitoring involves providing precautions and instructions to the public in the event of a natural disaster or other emergency situation. [Source]; The United States has experienced oil spills, with one notable incident being the largest oil spill in the United Kingdom. [Source] 2000-08-14: The National Guard was operating from Liberty, New York, and accepted on the emergency disaster response team in August 2000. [Source: nationalguard.mil]; The IAEA provided assistance in radiological accidents, including the accident in Yanango in August 2000. [Source: www-pub.iaea.org]; The U.S. Department of the Interior, Bureau of Reclamation, had an Emergency Action Plan and guidelines for firefighting and fire prevention in August 2000. [Source: www.usbr.gov]; The U.S. Army Corps of Engineers, South Pacific Division, had a website focused on disaster risk and emergency response in August 2000. [Source: www.spd.usace.army.mil] 2000-08-07: The United States government has established emergency management centers and offices to provide disaster recovery assistance and respond to emergencies. [Source: www.dol.gov]; The Central U.S. Earthquake Consortium (CUSEC) is a nonprofit organization funded by the Federal Emergency Management Agency (FEMA) to address earthquake vulnerabilities. [Source: www.cusec.org]; Heavy rainfall can lead to floods and mudslides, causing states of emergency, as seen in Brazil in 2000. [Source: reliefweb.int]; The United States has experienced devastating wildfires, with the Peshtigo tragedy being one of the worst disasters in U.S. history. [Source: clintonwhitehouse5.archives.gov]; Saint Lucia has a legal framework in place for disaster risk reduction, including the Emergency Powers (Disaster) Act of 1995. [Source: dipecholac.net] 2000-07-31: The United States has experienced various disasters and emergencies in the past, including floods, riots, and mine explosions, which have resulted in significant costs and affected many people. [Source: www.cambridge.org, case.hks.harvard.edu, reliefweb.int, www.haworthnj.org];']"}
+{"batch_x": [116832760.0, 101307760.0, 68602160.0, 89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0], "batch_y": [40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0], "batch_x_timestamps_datetime64_ns": [949363200000000000, 951868800000000000, 954547200000000000, 957139200000000000, 959817600000000000, 962409600000000000, 965088000000000000, 967766400000000000], "batch_y_timestamps_datetime64_ns": [970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306]], "batch_text": "['Available facts are as follows: 2000-09-25: The Federal Emergency Management Agency (FEMA) plays a crucial role in emergency management and disaster assistance in the United States. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C. 5121 et seq.) is a federal law that provides assistance to states and local governments in responding to disasters. [Source] 2000-09-18: The United States government has official websites that provide information on disaster management and emergency responses. [Source]; In 2000, there were several disasters and emergencies reported globally, including tornadoes, landslides, typhoons, and floods, which required emergency responses and disaster management efforts. [Source] 2000-09-11: The National Emergency Management Association reports that approximately 10% of disasters in the United States receive a state disaster declaration. [Source: training.fema.gov]; The Federal Emergency Management Agency (FEMA) declared a major disaster for the State of Idaho on September 12, 2000. [Source: www.federalregister.gov]; The United States experiences annualized earthquake losses, with some states having comparable losses despite having fewer hazards. [Source: www.disastersrus.org]; Landslides cause significant losses in the United States, and the USGS scientists advise Federal and State emergency management agencies on mitigation strategies. [Source: pubs.usgs.gov]; The National Weather Service tracks loss of life associated with Atlantic hurricanes, using various reports and assessments to document the impact of these disasters. [Source: journals.ametsoc.org] 2000-09-04: The deadliest natural disaster in the history of the United States was caused by a hurricane. [Source: www.nhc.noaa.gov]; The year 2000 saw an extended and severe fire season with wildfires burning simultaneously across the western United States. [Source: clintonwhitehouse4.archives.gov]; The Ingffhaestia Emergency Message System is designed to warn citizens of natural events and disasters, including local-scale disasters like flash floods. [Source: hypotheticalcitiescountries.fandom.com]; The Federal Emergency Management Agency (FEMA) plays a role in responding to disasters and other emergencies in the United States. [Source: news.va.gov]; Climate change poses a significant threat to the human rights of small island developing states like Tuvalu, with a temperature increase of 1°C potentially spelling disaster for the country. [Source: www.un.org];'\n 'Available facts are as follows: 2000-09-25: The Federal Emergency Management Agency (FEMA) plays a crucial role in emergency management and disaster assistance in the United States. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C. 5121 et seq.) is a federal law that provides assistance to states and local governments in responding to disasters. [Source] 2000-09-18: The United States government has official websites that provide information on disaster management and emergency responses. [Source]; In 2000, there were several disasters and emergencies reported globally, including tornadoes, landslides, typhoons, and floods, which required emergency responses and disaster management efforts. [Source] 2000-09-11: The National Emergency Management Association reports that approximately 10% of disasters in the United States receive a state disaster declaration. [Source: training.fema.gov]; The Federal Emergency Management Agency (FEMA) declared a major disaster for the State of Idaho on September 12, 2000. [Source: www.federalregister.gov]; The United States experiences annualized earthquake losses, with some states having comparable losses despite having fewer hazards. [Source: www.disastersrus.org]; Landslides cause significant losses in the United States, and the USGS scientists advise Federal and State emergency management agencies on mitigation strategies. [Source: pubs.usgs.gov]; The National Weather Service tracks loss of life associated with Atlantic hurricanes, using various reports and assessments to document the impact of these disasters. [Source: journals.ametsoc.org] 2000-09-04: The deadliest natural disaster in the history of the United States was caused by a hurricane. [Source: www.nhc.noaa.gov]; The year 2000 saw an extended and severe fire season with wildfires burning simultaneously across the western United States. [Source: clintonwhitehouse4.archives.gov]; The Ingffhaestia Emergency Message System is designed to warn citizens of natural events and disasters, including local-scale disasters like flash floods. [Source: hypotheticalcitiescountries.fandom.com]; The Federal Emergency Management Agency (FEMA) plays a role in responding to disasters and other emergencies in the United States. [Source: news.va.gov]; Climate change poses a significant threat to the human rights of small island developing states like Tuvalu, with a temperature increase of 1°C potentially spelling disaster for the country. [Source: www.un.org];']"}
+{"batch_x": [101307760.0, 68602160.0, 89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0], "batch_y": [140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0], "batch_x_timestamps_datetime64_ns": [951868800000000000, 954547200000000000, 957139200000000000, 959817600000000000, 962409600000000000, 965088000000000000, 967766400000000000, 970358400000000000], "batch_y_timestamps_datetime64_ns": [973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2000-10-23: The United States government has passed laws and acts related to disaster relief and emergency assistance, such as Public Law 106-377 and Public Law 106-387, which provide funding and support for disaster relief efforts. [Source] 2000-10-16: The Federal Emergency Management Agency (FEMA) provides grants to states to finance disaster relief and emergency assistance. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C. 5170c) provides for economic assistance and necessary expenses for disaster relief. [Source]; Temporary housing is provided or funded by FEMA in federally declared disasters in the U.S. [Source]; The National Emergency Management Organization (NEMO) reports on disaster situations and responses. [Source] 2000-10-09: The Robert T. Stafford Disaster Relief and Emergency Assistance Act [PL 93-288] was signed, giving the Federal Government authority to respond to disasters. [Source: ovc.ojp.gov]; FEMA has a recognized leadership role in emergency preparedness and disaster management in the United States. [Source: apps.dtic.mil] 2000-10-02: The United Nations has launched an Inter-Agency Appeal for Cambodia, targeting 850,000 beneficiaries and requiring $10,712,754 for emergency shelter, food, health services, water, and sanitation due to floods. [Source: reliefweb.int]; Hurricane Keith has caused damage in Belize, with the UN Emergency Disaster Team assessing the damage and providing emergency supplies. [Source: www.unocha.org]; The US Agency for International Development (USAID) has sent a disaster assessment team to Belize and is delivering emergency supplies, including plastic sheeting. [Source: www.ifrc.org];'\n 'Available facts are as follows: 2000-10-23: The United States government has passed laws and acts related to disaster relief and emergency assistance, such as Public Law 106-377 and Public Law 106-387, which provide funding and support for disaster relief efforts. [Source] 2000-10-16: The Federal Emergency Management Agency (FEMA) provides grants to states to finance disaster relief and emergency assistance. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C. 5170c) provides for economic assistance and necessary expenses for disaster relief. [Source]; Temporary housing is provided or funded by FEMA in federally declared disasters in the U.S. [Source]; The National Emergency Management Organization (NEMO) reports on disaster situations and responses. [Source] 2000-10-09: The Robert T. Stafford Disaster Relief and Emergency Assistance Act [PL 93-288] was signed, giving the Federal Government authority to respond to disasters. [Source: ovc.ojp.gov]; FEMA has a recognized leadership role in emergency preparedness and disaster management in the United States. [Source: apps.dtic.mil] 2000-10-02: The United Nations has launched an Inter-Agency Appeal for Cambodia, targeting 850,000 beneficiaries and requiring $10,712,754 for emergency shelter, food, health services, water, and sanitation due to floods. [Source: reliefweb.int]; Hurricane Keith has caused damage in Belize, with the UN Emergency Disaster Team assessing the damage and providing emergency supplies. [Source: www.unocha.org]; The US Agency for International Development (USAID) has sent a disaster assessment team to Belize and is delivering emergency supplies, including plastic sheeting. [Source: www.ifrc.org];']"}
+{"batch_x": [68602160.0, 89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0], "batch_y": [105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0], "batch_x_timestamps_datetime64_ns": [954547200000000000, 957139200000000000, 959817600000000000, 962409600000000000, 965088000000000000, 967766400000000000, 970358400000000000, 973036800000000000], "batch_y_timestamps_datetime64_ns": [975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.250684916973114], [-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2000-11-20: The Andersen Fire Department has trained for any disaster, and the United States Air Force has an official website that provides information on emergency responses. [Source: www.andersen.af.mil]; The Republic of Vanuatu has a bill for disaster risk management, which allows the Minister to direct government agencies to take action in emergency situations. [Source: www.rcrc-resilience-southeastasia.org]; The US Department of Housing and Urban Development (HUD) provides funding for emergency and natural disaster responses. [Source: www.hud.gov]; The Belize Red Cross has received funding to strengthen its disaster response capacity and develop emergency telecommunications systems. [Source: reliefweb.int]; Mercy Corps has received funding to help rural Mongolians with a $4.4 million program, which includes selling wheat donated by the US Department of Agriculture. [Source: reliefweb.int] 2000-11-13: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management and response in the United States. [Source: www.weather.gov]; In 2000, Hawaii experienced flooding, with over 2,000 people registering for disaster assistance. [Source: www.weather.gov]; The United States government has recognized the potential threat of weapon(s) of mass destruction (WMD) by terrorists and has implemented measures to prepare for and respond to such events. [Source: www.transit.dot.gov]; The Federal Emergency Management Agency provides guidance and resources for reducing risks from natural disasters, including steel moment frame construction. [Source: www.govinfo.gov] 2000-11-06: The Hawaii State Civil Defence reported on a disaster in the state of Hawaii in 1997. [Source: hazards.colorado.edu]; A drought emergency was declared in Eritrea in 2000, with a total reassessed drought emergency requirement of US$ [Source: www.unocha.org]; The Governor of Hawaii declared disaster areas on November 6, 2000. [Source: www.saipantribune.com]; A national day of mourning was declared in the United States on November 12, 2000, following a disaster. [Source: en.wikipedia.org]; The Bureau of Indian Affairs provided disaster relief to Indian communities affected by emergencies in 2000. [Source: www.doi.gov] 2000-10-30: The Disaster Mitigation Act of 2000 was enacted on October 30, 2000, to provide assistance to states and local governments for disaster or emergency declarations. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act was amended to add a new requirement for hazard mitigation planning. [Source];'\n 'Available facts are as follows: 2000-11-20: The Andersen Fire Department has trained for any disaster, and the United States Air Force has an official website that provides information on emergency responses. [Source: www.andersen.af.mil]; The Republic of Vanuatu has a bill for disaster risk management, which allows the Minister to direct government agencies to take action in emergency situations. [Source: www.rcrc-resilience-southeastasia.org]; The US Department of Housing and Urban Development (HUD) provides funding for emergency and natural disaster responses. [Source: www.hud.gov]; The Belize Red Cross has received funding to strengthen its disaster response capacity and develop emergency telecommunications systems. [Source: reliefweb.int]; Mercy Corps has received funding to help rural Mongolians with a $4.4 million program, which includes selling wheat donated by the US Department of Agriculture. [Source: reliefweb.int] 2000-11-13: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management and response in the United States. [Source: www.weather.gov]; In 2000, Hawaii experienced flooding, with over 2,000 people registering for disaster assistance. [Source: www.weather.gov]; The United States government has recognized the potential threat of weapon(s) of mass destruction (WMD) by terrorists and has implemented measures to prepare for and respond to such events. [Source: www.transit.dot.gov]; The Federal Emergency Management Agency provides guidance and resources for reducing risks from natural disasters, including steel moment frame construction. [Source: www.govinfo.gov] 2000-11-06: The Hawaii State Civil Defence reported on a disaster in the state of Hawaii in 1997. [Source: hazards.colorado.edu]; A drought emergency was declared in Eritrea in 2000, with a total reassessed drought emergency requirement of US$ [Source: www.unocha.org]; The Governor of Hawaii declared disaster areas on November 6, 2000. [Source: www.saipantribune.com]; A national day of mourning was declared in the United States on November 12, 2000, following a disaster. [Source: en.wikipedia.org]; The Bureau of Indian Affairs provided disaster relief to Indian communities affected by emergencies in 2000. [Source: www.doi.gov] 2000-10-30: The Disaster Mitigation Act of 2000 was enacted on October 30, 2000, to provide assistance to states and local governments for disaster or emergency declarations. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act was amended to add a new requirement for hazard mitigation planning. [Source];']"}
+{"batch_x": [89463496.0, 33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0], "batch_y": [53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0], "batch_x_timestamps_datetime64_ns": [957139200000000000, 959817600000000000, 962409600000000000, 965088000000000000, 967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000], "batch_y_timestamps_datetime64_ns": [978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.1684931516647339], [-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2000-12-25: The year 2000 was marked by concerns about the Y2K problem, which was labeled as \"the first challenge of the 21st century\" by then-U.S. President Bill Clinton. [Source] 2000-12-18: In 1989, the U.S. spent $300 million in bilateral aid for foreign disasters and crises, which increased to $1.4 billion in 1994. [Source: www.ncbi.nlm.nih.gov]; In 2000, the U.S. government allocated funds for emergency and disaster assistance, including the Federal Emergency Management Agency (FEMA) and the Disaster Relief Fund. [Source: www.fiscal.treasury.gov]; The Coral Reef Conservation Act of 2000 provided funding for emergency responses to unforeseen or disaster-related circumstances affecting coral reefs. [Source: www.coris.noaa.gov] 2000-12-11: The Federal Emergency Management Agency (FEMA) is involved in emergency management and disaster response in the United States. [Source]; The United States Geological Survey (USGS) cooperates with FEMA to provide scientific information and expertise to support disaster resistant communities. [Source]; The Delta Regional Authority serves 252 counties and parishes in eight states, including 20 counties in Alabama, and provides assistance in response to disasters or emergencies. [Source]; The International Atomic Energy Agency (IAEA) provides information on nuclear disasters, such as the Chernobyl accident, which resulted in 28 deaths from Acute Radiation Sickness and one from cardiac arrest. [Source]; The United Nations High Commissioner for Refugees (UNHCR) coordinates humanitarian assistance for complex emergencies and natural disasters through the Emergency Relief Coordinator (ERC). [Source] 2000-12-04: The United States Congress assembled a Disaster Mitigation Act of 2000, which includes a declaration of major disaster or emergency and provides aid to state or local governments for disaster or emergency response. [Source]; The U.S. Office of Foreign Disaster Assistance (OFDA) provided $6,680,000 in aid to Afghans inside Afghanistan, and the UN received $500,000 for the Afghanistan Emergency Trust Fund. [Source]; Indonesia received humanitarian aid from USAID, and the International Federation of Red Cross and Red Crescent Societies (IFRC) issued an appeal for disaster response. [Source]; The U.S. Department of Transportation\\'s Office of Pipeline Safety conducted an environmental assessment of its safety and environmental review. [Source];'\n 'Available facts are as follows: 2000-12-25: The year 2000 was marked by concerns about the Y2K problem, which was labeled as \"the first challenge of the 21st century\" by then-U.S. President Bill Clinton. [Source] 2000-12-18: In 1989, the U.S. spent $300 million in bilateral aid for foreign disasters and crises, which increased to $1.4 billion in 1994. [Source: www.ncbi.nlm.nih.gov]; In 2000, the U.S. government allocated funds for emergency and disaster assistance, including the Federal Emergency Management Agency (FEMA) and the Disaster Relief Fund. [Source: www.fiscal.treasury.gov]; The Coral Reef Conservation Act of 2000 provided funding for emergency responses to unforeseen or disaster-related circumstances affecting coral reefs. [Source: www.coris.noaa.gov] 2000-12-11: The Federal Emergency Management Agency (FEMA) is involved in emergency management and disaster response in the United States. [Source]; The United States Geological Survey (USGS) cooperates with FEMA to provide scientific information and expertise to support disaster resistant communities. [Source]; The Delta Regional Authority serves 252 counties and parishes in eight states, including 20 counties in Alabama, and provides assistance in response to disasters or emergencies. [Source]; The International Atomic Energy Agency (IAEA) provides information on nuclear disasters, such as the Chernobyl accident, which resulted in 28 deaths from Acute Radiation Sickness and one from cardiac arrest. [Source]; The United Nations High Commissioner for Refugees (UNHCR) coordinates humanitarian assistance for complex emergencies and natural disasters through the Emergency Relief Coordinator (ERC). [Source] 2000-12-04: The United States Congress assembled a Disaster Mitigation Act of 2000, which includes a declaration of major disaster or emergency and provides aid to state or local governments for disaster or emergency response. [Source]; The U.S. Office of Foreign Disaster Assistance (OFDA) provided $6,680,000 in aid to Afghans inside Afghanistan, and the UN received $500,000 for the Afghanistan Emergency Trust Fund. [Source]; Indonesia received humanitarian aid from USAID, and the International Federation of Red Cross and Red Crescent Societies (IFRC) issued an appeal for disaster response. [Source]; The U.S. Department of Transportation\\'s Office of Pipeline Safety conducted an environmental assessment of its safety and environmental review. [Source];']"}
+{"batch_x": [33191224.0, 39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0], "batch_y": [75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0], "batch_x_timestamps_datetime64_ns": [959817600000000000, 962409600000000000, 965088000000000000, 967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000], "batch_y_timestamps_datetime64_ns": [980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2001-01-22: The Gujarat State Disaster Management Authority (GSDMA) was established immediately after the 26th January 2001 earthquake. [Source: www.gsdma.org]; The Indian government announced a US$2.5 million package to revive small, medium, and cottage industries after a disaster. [Source: www.adrc.asia]; A major earthquake occurred in Japan on January 24, 2001, which destroyed roads and cut access to affected areas. [Source: www.cnn.com]; In the United States, the Federal Emergency Management Agency (FEMA) issues major disaster declarations, which can lead to temporary assistance for needy families. [Source: www.michigan.gov] 2001-01-15: The United States Government has interagency plans in place to coordinate Federal assistance in the event of a disaster or emergency, including the initiation of action by the Federal Coordinating Officer (FCO) to assure Federal Assistance. [Source: irp.fas.org]; There are specific guidelines and regulations in place for emergency services, such as the requirement for Air Rescue and Fire Fighting (ARFF) vehicles at airports. [Source: www.lawa.org]; Emergency management programs exist at the state and local level, including disaster mutual aid plans and contracts with disaster response companies. [Source: www.utmb.edu]; There are specialized services and programs in place for disaster response, such as swiftwater/flood search and rescue teams. [Source: www.caloes.ca.gov] 2001-01-08: The United States Government has a registry that contains information on contractors willing to perform disaster or emergency relief activities within the United States and its outlying areas. [Source: www.ecfr.gov] 2001-01-01: The U.S. Army Corps of Engineers (USACE) aims to reduce disaster risk through collaboration with partners. [Source: www.hnc.usace.army.mil]; The Los Angeles Fire Department has a Disaster Preparedness Section to prepare for emergencies. [Source: www.sjsu.edu]; The \"Safe Arms for Newborns\" law in California requires parents to complete a form that could be useful in the care of the child. [Source: www.escondido.org]; The 96 Hour Hospital Sustainability plan involves activating Local and State Emergency Operations Centers to manage disasters. [Source: www.mhanet.com]; The California Department of Housing and Community Development has programs for Disaster Recovery and Mitigation. [Source: www.hcd.ca.gov]; The United Nations proclaimed the International Decade for Natural Disaster Reduction (IDNDR) in 1990. [Source: www.pmel.noaa.gov];'\n 'Available facts are as follows: 2001-01-22: The Gujarat State Disaster Management Authority (GSDMA) was established immediately after the 26th January 2001 earthquake. [Source: www.gsdma.org]; The Indian government announced a US$2.5 million package to revive small, medium, and cottage industries after a disaster. [Source: www.adrc.asia]; A major earthquake occurred in Japan on January 24, 2001, which destroyed roads and cut access to affected areas. [Source: www.cnn.com]; In the United States, the Federal Emergency Management Agency (FEMA) issues major disaster declarations, which can lead to temporary assistance for needy families. [Source: www.michigan.gov] 2001-01-15: The United States Government has interagency plans in place to coordinate Federal assistance in the event of a disaster or emergency, including the initiation of action by the Federal Coordinating Officer (FCO) to assure Federal Assistance. [Source: irp.fas.org]; There are specific guidelines and regulations in place for emergency services, such as the requirement for Air Rescue and Fire Fighting (ARFF) vehicles at airports. [Source: www.lawa.org]; Emergency management programs exist at the state and local level, including disaster mutual aid plans and contracts with disaster response companies. [Source: www.utmb.edu]; There are specialized services and programs in place for disaster response, such as swiftwater/flood search and rescue teams. [Source: www.caloes.ca.gov] 2001-01-08: The United States Government has a registry that contains information on contractors willing to perform disaster or emergency relief activities within the United States and its outlying areas. [Source: www.ecfr.gov] 2001-01-01: The U.S. Army Corps of Engineers (USACE) aims to reduce disaster risk through collaboration with partners. [Source: www.hnc.usace.army.mil]; The Los Angeles Fire Department has a Disaster Preparedness Section to prepare for emergencies. [Source: www.sjsu.edu]; The \"Safe Arms for Newborns\" law in California requires parents to complete a form that could be useful in the care of the child. [Source: www.escondido.org]; The 96 Hour Hospital Sustainability plan involves activating Local and State Emergency Operations Centers to manage disasters. [Source: www.mhanet.com]; The California Department of Housing and Community Development has programs for Disaster Recovery and Mitigation. [Source: www.hcd.ca.gov]; The United Nations proclaimed the International Decade for Natural Disaster Reduction (IDNDR) in 1990. [Source: www.pmel.noaa.gov];']"}
+{"batch_x": [39359592.0, 65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0], "batch_y": [253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0], "batch_x_timestamps_datetime64_ns": [962409600000000000, 965088000000000000, 967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000], "batch_y_timestamps_datetime64_ns": [983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2001-02-19: Vulnerability to hazards is a function of the degree of exposure to hazards and the degree of ability to cope with them. [Source: www.ncbi.nlm.nih.gov] 2001-02-12: The US Federal Emergency Management Agency (FEMA) plays a role in disaster mitigation planning in the United States. [Source: pubs.usgs.gov]; The Office of Disaster Preparedness and Emergency Management in Jamaica gathers information on disaster preparedness and emergency management. [Source: www.sam.usace.army.mil] 2001-02-05: The United States has experienced various disasters, including hurricanes, floods, earthquakes, and fires, which have resulted in damage to property and loss of life. [Source: www.boe.ca.gov, www.cdc.gov] 2001-01-29: The United States experiences an average of 600 heat-related deaths every year, making extreme heat a significant natural disaster. [Source: www.cdc.gov];'\n 'Available facts are as follows: 2001-02-19: Vulnerability to hazards is a function of the degree of exposure to hazards and the degree of ability to cope with them. [Source: www.ncbi.nlm.nih.gov] 2001-02-12: The US Federal Emergency Management Agency (FEMA) plays a role in disaster mitigation planning in the United States. [Source: pubs.usgs.gov]; The Office of Disaster Preparedness and Emergency Management in Jamaica gathers information on disaster preparedness and emergency management. [Source: www.sam.usace.army.mil] 2001-02-05: The United States has experienced various disasters, including hurricanes, floods, earthquakes, and fires, which have resulted in damage to property and loss of life. [Source: www.boe.ca.gov, www.cdc.gov] 2001-01-29: The United States experiences an average of 600 heat-related deaths every year, making extreme heat a significant natural disaster. [Source: www.cdc.gov];']"}
+{"batch_x": [65042924.0, 130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0], "batch_y": [128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0], "batch_x_timestamps_datetime64_ns": [965088000000000000, 967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000], "batch_y_timestamps_datetime64_ns": [986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2001-03-26: The National Transportation Safety Board (NTSB) investigates accidents, including those related to natural disasters. [Source: www.ntsb.gov]; The Federal Register documents disaster and emergency areas in the United States, including Arkansas. [Source: www.federalregister.gov]; The United Nations Office for the Coordination of Humanitarian Affairs (OCHA) reports on humanitarian disasters, including food and water shortages in Sudan. [Source: www.unocha.org]; The US Department of Labor provides disaster recovery assistance and emergency accountability status. [Source: www.dol.gov] 2001-03-19: The Organisation of American States (OAS) is implementing the disaster management program in St. Kitts/Nevis, and the Caribbean Disaster Emergency Response Agency is involved in the national emergency shelter policy. [Source]; The Federal Emergency Management Agency (FEMA) is responsible for emergency management and disaster relief in the United States, and has a Stafford Disaster Relief and Emergency Assistance program. [Source]; The United States Agency for International Development Office of Foreign Disaster Assistance provided aid to India and Pakistan after an earthquake in South Asia. [Source] 2001-03-12: The United States government and various organizations have emergency preparedness plans and disaster reduction strategies in place to mitigate the impact of natural disasters and emergencies. [Source: nws.weather.gov, www.ecfr.gov, www.usace.army.mil] 2001-03-05: The involvement of civil society in crisis and disasters is committed to the provision of emergency services, as seen in the Swedish Red Cross's efforts. [Source]; The Federal Emergency Management Agency (FEMA) of the U.S. Department of Homeland Security funds Disaster Unemployment Assistance (DUA) grants to states. [Source]; The Commonwealth Government Disaster Response Plan is activated in response to disasters, involving various sectors and emergency services. [Source]; Governments and international organizations provide emergency aid and assistance in response to natural disasters, such as earthquakes and cyclones. [Source];\"\n \"Available facts are as follows: 2001-03-26: The National Transportation Safety Board (NTSB) investigates accidents, including those related to natural disasters. [Source: www.ntsb.gov]; The Federal Register documents disaster and emergency areas in the United States, including Arkansas. [Source: www.federalregister.gov]; The United Nations Office for the Coordination of Humanitarian Affairs (OCHA) reports on humanitarian disasters, including food and water shortages in Sudan. [Source: www.unocha.org]; The US Department of Labor provides disaster recovery assistance and emergency accountability status. [Source: www.dol.gov] 2001-03-19: The Organisation of American States (OAS) is implementing the disaster management program in St. Kitts/Nevis, and the Caribbean Disaster Emergency Response Agency is involved in the national emergency shelter policy. [Source]; The Federal Emergency Management Agency (FEMA) is responsible for emergency management and disaster relief in the United States, and has a Stafford Disaster Relief and Emergency Assistance program. [Source]; The United States Agency for International Development Office of Foreign Disaster Assistance provided aid to India and Pakistan after an earthquake in South Asia. [Source] 2001-03-12: The United States government and various organizations have emergency preparedness plans and disaster reduction strategies in place to mitigate the impact of natural disasters and emergencies. [Source: nws.weather.gov, www.ecfr.gov, www.usace.army.mil] 2001-03-05: The involvement of civil society in crisis and disasters is committed to the provision of emergency services, as seen in the Swedish Red Cross's efforts. [Source]; The Federal Emergency Management Agency (FEMA) of the U.S. Department of Homeland Security funds Disaster Unemployment Assistance (DUA) grants to states. [Source]; The Commonwealth Government Disaster Response Plan is activated in response to disasters, involving various sectors and emergency services. [Source]; Governments and international organizations provide emergency aid and assistance in response to natural disasters, such as earthquakes and cyclones. [Source];\"]"}
+{"batch_x": [130300664.0, 40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0], "batch_y": [105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0], "batch_x_timestamps_datetime64_ns": [967766400000000000, 970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000], "batch_y_timestamps_datetime64_ns": [988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2001-04-23: The U.S. Army Corps of Engineers is involved in various disaster-related activities, including emergency response and disaster preparedness plans. [Source: multiple sources]; There are protocols and guidelines in place for responding to emergencies and natural disasters, such as the Building Occupancy Resumption Program and the Protocol for Sustainable Development of Lake. [Source: www.sf.gov, www.internationalwaterlaw.org] 2001-04-16: The Organization of American States (OAS) has implemented a School Vulnerability Reduction Resource Page to reduce disaster risks in schools. [Source: www.oas.org]; The United States government has official websites providing information on disaster preparedness and response, such as the National Office of Disaster and the U.S. Federal Emergency Management Agency. [Source: www.oas.org, www.ncbi.nlm.nih.gov]; The U.S. Agency for International Development provides disaster assistance and emergency relief, including in Ethiopia during a famine in 2000. [Source: www.cdc.gov]; The American Red Cross provides disaster assistance, including emergency messages to members of the Armed Forces. [Source: reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (OFDA) has been active in Sudan since 1987, addressing emergency needs of the war and natural disasters. [Source: pdf.usaid.gov] 2001-04-09: With more people moving into disaster-prone areas, including earthquake zones, flood plains, and coastal areas in the USA, the risk of disasters will increase in years to come. [Source: www.ncbi.nlm.nih.gov] 2001-04-02: The Federal Emergency Management Agency (FEMA) coordinates federal assistance when disasters and emergencies are declared and administers a fund for this purpose. [Source: abag.ca.gov]; FEMA provides payments for flood insurance, which are not considered income. [Source: www.taxnotes.com]; The World Food Programme (WFP) launched an emergency relief operation for flood-ravaged Malawi, which declared a state of disaster on February 21. [Source: reliefweb.int]; The United States Agency for International Development (USAID) is involved in disaster relief efforts in Indonesia. [Source: response.reliefweb.int]; The National Institute for Disaster Management (INGC) is a national-level partner of the Food Fund and WFP's traditional partner for emergency activities. [Source: executiveboard.wfp.org];\"\n \"Available facts are as follows: 2001-04-23: The U.S. Army Corps of Engineers is involved in various disaster-related activities, including emergency response and disaster preparedness plans. [Source: multiple sources]; There are protocols and guidelines in place for responding to emergencies and natural disasters, such as the Building Occupancy Resumption Program and the Protocol for Sustainable Development of Lake. [Source: www.sf.gov, www.internationalwaterlaw.org] 2001-04-16: The Organization of American States (OAS) has implemented a School Vulnerability Reduction Resource Page to reduce disaster risks in schools. [Source: www.oas.org]; The United States government has official websites providing information on disaster preparedness and response, such as the National Office of Disaster and the U.S. Federal Emergency Management Agency. [Source: www.oas.org, www.ncbi.nlm.nih.gov]; The U.S. Agency for International Development provides disaster assistance and emergency relief, including in Ethiopia during a famine in 2000. [Source: www.cdc.gov]; The American Red Cross provides disaster assistance, including emergency messages to members of the Armed Forces. [Source: reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (OFDA) has been active in Sudan since 1987, addressing emergency needs of the war and natural disasters. [Source: pdf.usaid.gov] 2001-04-09: With more people moving into disaster-prone areas, including earthquake zones, flood plains, and coastal areas in the USA, the risk of disasters will increase in years to come. [Source: www.ncbi.nlm.nih.gov] 2001-04-02: The Federal Emergency Management Agency (FEMA) coordinates federal assistance when disasters and emergencies are declared and administers a fund for this purpose. [Source: abag.ca.gov]; FEMA provides payments for flood insurance, which are not considered income. [Source: www.taxnotes.com]; The World Food Programme (WFP) launched an emergency relief operation for flood-ravaged Malawi, which declared a state of disaster on February 21. [Source: reliefweb.int]; The United States Agency for International Development (USAID) is involved in disaster relief efforts in Indonesia. [Source: response.reliefweb.int]; The National Institute for Disaster Management (INGC) is a national-level partner of the Food Fund and WFP's traditional partner for emergency activities. [Source: executiveboard.wfp.org];\"]"}
+{"batch_x": [40504616.0, 140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0], "batch_y": [85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0], "batch_x_timestamps_datetime64_ns": [970358400000000000, 973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000], "batch_y_timestamps_datetime64_ns": [991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.250684916973114], [-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2001-05-21: The United States government has laws and regulations in place for disaster mitigation and response, including the International Emergency Economic Powers Act. [Source]; There have been instances of emergency responses and disaster mitigation efforts in the past, such as the Elisabeth C. Miller Library Fire in 2001. [Source] 2001-05-14: The American Red Cross and Humane Society of the United States provide tips for preparing for emergencies and disasters, including natural disasters and animal preparedness. [Source] 2001-05-07: Objective facts about the Climate and Disaster situation:The McFarland, a deep-draft hopper dredge, conducted urgent dredging for 62 days on the Southwest Pass of the Mississippi River in May 2015. [Source: www.nap.usace.army.mil]Disaster response workers are attempting to assess the damage in Liberia despite the challenges. [Source: reliefweb.int] 2001-04-30: The 2001 floods in Southern Africa led to a state of disaster, with displaced person camps set up by the National Emergency Committee. [Source: reliefweb.int]; In the United States, floods cause more property damage than all other natural hazards combined, according to the Federal Emergency Management Agency (FEMA). [Source: www.pittcountync.gov];'\n 'Available facts are as follows: 2001-05-21: The United States government has laws and regulations in place for disaster mitigation and response, including the International Emergency Economic Powers Act. [Source]; There have been instances of emergency responses and disaster mitigation efforts in the past, such as the Elisabeth C. Miller Library Fire in 2001. [Source] 2001-05-14: The American Red Cross and Humane Society of the United States provide tips for preparing for emergencies and disasters, including natural disasters and animal preparedness. [Source] 2001-05-07: Objective facts about the Climate and Disaster situation:The McFarland, a deep-draft hopper dredge, conducted urgent dredging for 62 days on the Southwest Pass of the Mississippi River in May 2015. [Source: www.nap.usace.army.mil]Disaster response workers are attempting to assess the damage in Liberia despite the challenges. [Source: reliefweb.int] 2001-04-30: The 2001 floods in Southern Africa led to a state of disaster, with displaced person camps set up by the National Emergency Committee. [Source: reliefweb.int]; In the United States, floods cause more property damage than all other natural hazards combined, according to the Federal Emergency Management Agency (FEMA). [Source: www.pittcountync.gov];']"}
+{"batch_x": [140406784.0, 105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0], "batch_y": [96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0], "batch_x_timestamps_datetime64_ns": [973036800000000000, 975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000], "batch_y_timestamps_datetime64_ns": [993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257]], "batch_text": "[\"Available facts are as follows: 2001-06-25: The Mitigation Subcommittee of the NTHMP is composed of emergency managers and geoscientists from five states and two FEMA regions, aiming to mitigate tsunami disasters. [Source: nws.weather.gov]; The United States Environmental Protection Agency has guidelines for reviewing contingency plans and emergency response plans to address natural disaster impacts. [Source: semspub.epa.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency aid to countries affected by disasters. [Source: reliefweb.int] 2001-06-18: Objective facts about the Climate and Disaster situation:The Governor of the State of Florida must declare a “state of emergency” in order for an association to utilize the statutorily prescribed emergency powers. [Source: www.floridacondohoalawblog.com]Personal generators are useful following a disaster, but they also pose safety risks if not used properly. [Source: www.entergynewsroom.com]In Florida, Mobile Home (MH) and Recreational Vehicle (RV) authorities have a role in preparing for emergencies. [Source: www.floridahealth.gov] 2001-06-11: The U.S. Department of Homeland Security, Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management. [Source: youth.gov]; In the event of a Presidential or Governor's Declared Emergency or Disaster, local PIOs work with state and federal PIOs assigned to the incident. [Source: www.michigan.gov]; The Federal Emergency Management Agency (FEMA) declared federal disasters in 31 Texas counties due to flooding. [Source: www.weather.gov] 2001-06-04: The COVID-19 pandemic was declared as an official disaster occurrence by both federal and state governments in the United States in 2001. [Source: www.dhs.state.il.us]; Tropical Storm Allison caused heavy rains and floods in Texas in June 2001, resulting in emergency declarations and response efforts. [Source: www.weather.gov]; A rapid needs assessment was conducted in Houston, Texas, after Tropical Storm Allison, identifying severely flood-affected areas and dividing them into two sectors. [Source: www.cdc.gov];\"\n \"Available facts are as follows: 2001-06-25: The Mitigation Subcommittee of the NTHMP is composed of emergency managers and geoscientists from five states and two FEMA regions, aiming to mitigate tsunami disasters. [Source: nws.weather.gov]; The United States Environmental Protection Agency has guidelines for reviewing contingency plans and emergency response plans to address natural disaster impacts. [Source: semspub.epa.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency aid to countries affected by disasters. [Source: reliefweb.int] 2001-06-18: Objective facts about the Climate and Disaster situation:The Governor of the State of Florida must declare a “state of emergency” in order for an association to utilize the statutorily prescribed emergency powers. [Source: www.floridacondohoalawblog.com]Personal generators are useful following a disaster, but they also pose safety risks if not used properly. [Source: www.entergynewsroom.com]In Florida, Mobile Home (MH) and Recreational Vehicle (RV) authorities have a role in preparing for emergencies. [Source: www.floridahealth.gov] 2001-06-11: The U.S. Department of Homeland Security, Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management. [Source: youth.gov]; In the event of a Presidential or Governor's Declared Emergency or Disaster, local PIOs work with state and federal PIOs assigned to the incident. [Source: www.michigan.gov]; The Federal Emergency Management Agency (FEMA) declared federal disasters in 31 Texas counties due to flooding. [Source: www.weather.gov] 2001-06-04: The COVID-19 pandemic was declared as an official disaster occurrence by both federal and state governments in the United States in 2001. [Source: www.dhs.state.il.us]; Tropical Storm Allison caused heavy rains and floods in Texas in June 2001, resulting in emergency declarations and response efforts. [Source: www.weather.gov]; A rapid needs assessment was conducted in Houston, Texas, after Tropical Storm Allison, identifying severely flood-affected areas and dividing them into two sectors. [Source: www.cdc.gov];\"]"}
+{"batch_x": [105902992.0, 53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0], "batch_y": [109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0], "batch_x_timestamps_datetime64_ns": [975628800000000000, 978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000], "batch_y_timestamps_datetime64_ns": [996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000, 1025481600000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809]], "batch_text": "['Available facts are as follows: 2001-07-23: Objective facts about the Climate and Disaster situation:The United States government has official websites that provide information on disaster response and recovery, such as the U.S. Department of Labor and the U.S. Army Corps of Engineers. [Source: www.dol.gov, www.poa.usace.army.mil]Natural disasters are occurring more frequently, as stated by Iran on behalf of the Group of 77 and China at the ECOSOC meeting. [Source: www.ohchr.org] 2001-07-16: The Baltimore Office of Disaster has compiled emergency preparedness documents, and the railroad industry owns almost all of the railroad infrastructure in the United States. [Source: www.ntsb.gov]; The Howard Street Tunnel Fire occurred on July 18, 2001, in Baltimore, and the city is part of the fifth largest metropolitan area in the United States. [Source: www.hsdl.org]; The U.S. Department of Labor provides disaster recovery assistance and emergency resources. [Source: www.dol.gov]; The International Federation of Red Cross and Red Crescent Societies (IFRC) has provided disaster preparedness capacity to Mongolia. [Source: reliefweb.int] 2001-07-09: The United States has a framework in place for responding to disasters and emergencies, including biological and chemical terrorism, hazardous materials, and natural disasters. [Source: www.fema.gov, emergency.cdc.gov, www.epa.gov] 2001-07-02: Objective facts about the Climate and Disaster situation:The Peruvian government declared a state of emergency in the departments of Arequipa due to an earthquake on June 24, 2001. [Source: reliefweb.int]A flood occurred on July 8, 2001, and remains the worst disaster in local history. [Source: www.register-herald.com]140 people were killed in a jet crash in Russia on July 4, 2001. [Source: www.chicagotribune.com];'\n 'Available facts are as follows: 2001-07-23: Objective facts about the Climate and Disaster situation:The United States government has official websites that provide information on disaster response and recovery, such as the U.S. Department of Labor and the U.S. Army Corps of Engineers. [Source: www.dol.gov, www.poa.usace.army.mil]Natural disasters are occurring more frequently, as stated by Iran on behalf of the Group of 77 and China at the ECOSOC meeting. [Source: www.ohchr.org] 2001-07-16: The Baltimore Office of Disaster has compiled emergency preparedness documents, and the railroad industry owns almost all of the railroad infrastructure in the United States. [Source: www.ntsb.gov]; The Howard Street Tunnel Fire occurred on July 18, 2001, in Baltimore, and the city is part of the fifth largest metropolitan area in the United States. [Source: www.hsdl.org]; The U.S. Department of Labor provides disaster recovery assistance and emergency resources. [Source: www.dol.gov]; The International Federation of Red Cross and Red Crescent Societies (IFRC) has provided disaster preparedness capacity to Mongolia. [Source: reliefweb.int] 2001-07-09: The United States has a framework in place for responding to disasters and emergencies, including biological and chemical terrorism, hazardous materials, and natural disasters. [Source: www.fema.gov, emergency.cdc.gov, www.epa.gov] 2001-07-02: Objective facts about the Climate and Disaster situation:The Peruvian government declared a state of emergency in the departments of Arequipa due to an earthquake on June 24, 2001. [Source: reliefweb.int]A flood occurred on July 8, 2001, and remains the worst disaster in local history. [Source: www.register-herald.com]140 people were killed in a jet crash in Russia on July 4, 2001. [Source: www.chicagotribune.com];']"}
+{"batch_x": [53201308.0, 75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0], "batch_y": [480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0], "batch_x_timestamps_datetime64_ns": [978307200000000000, 980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000], "batch_y_timestamps_datetime64_ns": [999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000, 1025481600000000000, 1028160000000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2001-08-20: The United States government has official websites with.gov domains that belong to official government organizations. [Source]; Earthquakes cannot be prevented, but having earthquake emergency contingency plans can help businesses and corporations prepare for and respond to earthquakes. [Source]; The Humanitarian Aid Commission (HAC) of the Government of Sudan reported that flash floods have affected areas in River Nile State. [Source]; Floods have affected 2,500 families in two of the worst affected areas in River Nile State, Sudan. [Source] 2001-08-13: The United States has various entities and agencies responsible for disaster management, including the Federal Emergency Management Agency (FEMA), the United States Fire Administration (USFA), and the Environmental Protection Agency (EPA). [Source] 2001-08-06: The United States has experienced various disasters, including earthquakes, floods, and bombings, which have led to the development of emergency response procedures and disaster management strategies. [Source: www.ojp.gov, reliefweb.int, www.dnr.wa.gov, www.weather.gov] 2001-07-30: The United States Department of Agriculture (USDA) plays a role in emergency management and disaster response. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to complex emergencies, such as the one in Sudan in 2001. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) is involved in disaster response and humanitarian assistance. [Source]; The National Fire Plan aims to reintroduce fire in wildland areas to reduce the risk of large, intense fires. [Source]; The Occupational Safety and Health Administration (OSHA) issues emergency standards to protect workers from hazards, including asbestos exposure. [Source];'\n 'Available facts are as follows: 2001-08-20: The United States government has official websites with.gov domains that belong to official government organizations. [Source]; Earthquakes cannot be prevented, but having earthquake emergency contingency plans can help businesses and corporations prepare for and respond to earthquakes. [Source]; The Humanitarian Aid Commission (HAC) of the Government of Sudan reported that flash floods have affected areas in River Nile State. [Source]; Floods have affected 2,500 families in two of the worst affected areas in River Nile State, Sudan. [Source] 2001-08-13: The United States has various entities and agencies responsible for disaster management, including the Federal Emergency Management Agency (FEMA), the United States Fire Administration (USFA), and the Environmental Protection Agency (EPA). [Source] 2001-08-06: The United States has experienced various disasters, including earthquakes, floods, and bombings, which have led to the development of emergency response procedures and disaster management strategies. [Source: www.ojp.gov, reliefweb.int, www.dnr.wa.gov, www.weather.gov] 2001-07-30: The United States Department of Agriculture (USDA) plays a role in emergency management and disaster response. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to complex emergencies, such as the one in Sudan in 2001. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) is involved in disaster response and humanitarian assistance. [Source]; The National Fire Plan aims to reintroduce fire in wildland areas to reduce the risk of large, intense fires. [Source]; The Occupational Safety and Health Administration (OSHA) issues emergency standards to protect workers from hazards, including asbestos exposure. [Source];']"}
+{"batch_x": [75250048.0, 253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0], "batch_y": [193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0], "batch_x_timestamps_datetime64_ns": [980985600000000000, 983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000], "batch_y_timestamps_datetime64_ns": [1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000, 1025481600000000000, 1028160000000000000, 1030838400000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306]], "batch_text": "['Available facts are as follows: 2001-09-24: The authority for USACE to provide emergency response/disaster assistance is PL 84-99 (33 U.S.C. 701n). [Source: www.publications.usace.army.mil]; Executive Order 13224 declared a national emergency to deal with the unusual and extraordinary threat to the national security. [Source: www.state.gov]; The U.S. Army Corps of Engineers provides emergency response/disaster assistance, and the appropriation for this authority is Flood Control. [Source: www.publications.usace.army.mil]; In 2001, there were multiple successive disasters, including floods, in various states and regions. [Source: reliefweb.int]; The President of the United States can order federal disaster aid for affected areas. [Source: georgewbush-whitehouse.archives.gov] 2001-09-17: The Brookwood Mine Disaster occurred on September 23, 2001, resulting in the death of 13 men. [Source: www.msha.gov]; In September 2001, the US government made emergency supplemental appropriations for fiscal year 2001 for additional disaster assistance, anti-terrorism initiatives, and assistance in the recovery from the terrorist attacks on September 11, 2001. [Source: www.congress.gov]; In September 2001, a flood disaster in Nigeria resulted in approximately 200 deaths. [Source: www.mofa.go.jp]; Hurricane Georges caused damages in Antigua/Barbuda and St. Kitts, leading to the establishment of a disaster mitigation program by the US Agency for International Development-Jamaica/Caribbean Regional Program (USAID-J/CAR). [Source: www.oas.org]; The US mining sector has the highest fatality rate of any industry in the country. [Source: nap.nationalacademies.org]; The Environmental Protection Agency (EPA) was given up to $83 million from the Federal Emergency Management Agency (FEMA) to support disaster response efforts. [Source: www.epa.gov]; The 2001 Brookwood disaster led to the development of new safety measures in the mining industry, including the removal of power sources in the event of an emergency. [Source: stacks.cdc.gov] 2001-09-10: The United States Federal government has been addressing local disasters since the Congressional Act of 1803. [Source]; State and local governments are the first line of emergency response in disasters. [Source] 2001-09-03: The United States has no clear evidence of causing a disaster by making an emergency declaration [Source: legal.un.org].; The Secretary of the United States Department of Health and Human Services has the power to make decisions in cases of disaster or emergency [Source: www.ecfr.gov].; The United Nations has agreements and organizations in place for disaster relief and prevention, including the United Nations Disaster Relief Organization [Source: legal.un.org].; The United States Agency for International Development provides humanitarian assistance to countries in need, including disaster relief [Source: response.reliefweb.int].; The United States Army has a strategic imperative to provide military support to civilian authority operations, including disaster relief and emergency management [Source: www.ausa.org].; Public awareness and education are important for disaster risk reduction, and institutions such as the American Red Cross and the Federal Emergency Management Agency play a key role in this effort [Source: www.climatecentre.org].;'\n 'Available facts are as follows: 2001-09-24: The authority for USACE to provide emergency response/disaster assistance is PL 84-99 (33 U.S.C. 701n). [Source: www.publications.usace.army.mil]; Executive Order 13224 declared a national emergency to deal with the unusual and extraordinary threat to the national security. [Source: www.state.gov]; The U.S. Army Corps of Engineers provides emergency response/disaster assistance, and the appropriation for this authority is Flood Control. [Source: www.publications.usace.army.mil]; In 2001, there were multiple successive disasters, including floods, in various states and regions. [Source: reliefweb.int]; The President of the United States can order federal disaster aid for affected areas. [Source: georgewbush-whitehouse.archives.gov] 2001-09-17: The Brookwood Mine Disaster occurred on September 23, 2001, resulting in the death of 13 men. [Source: www.msha.gov]; In September 2001, the US government made emergency supplemental appropriations for fiscal year 2001 for additional disaster assistance, anti-terrorism initiatives, and assistance in the recovery from the terrorist attacks on September 11, 2001. [Source: www.congress.gov]; In September 2001, a flood disaster in Nigeria resulted in approximately 200 deaths. [Source: www.mofa.go.jp]; Hurricane Georges caused damages in Antigua/Barbuda and St. Kitts, leading to the establishment of a disaster mitigation program by the US Agency for International Development-Jamaica/Caribbean Regional Program (USAID-J/CAR). [Source: www.oas.org]; The US mining sector has the highest fatality rate of any industry in the country. [Source: nap.nationalacademies.org]; The Environmental Protection Agency (EPA) was given up to $83 million from the Federal Emergency Management Agency (FEMA) to support disaster response efforts. [Source: www.epa.gov]; The 2001 Brookwood disaster led to the development of new safety measures in the mining industry, including the removal of power sources in the event of an emergency. [Source: stacks.cdc.gov] 2001-09-10: The United States Federal government has been addressing local disasters since the Congressional Act of 1803. [Source]; State and local governments are the first line of emergency response in disasters. [Source] 2001-09-03: The United States has no clear evidence of causing a disaster by making an emergency declaration [Source: legal.un.org].; The Secretary of the United States Department of Health and Human Services has the power to make decisions in cases of disaster or emergency [Source: www.ecfr.gov].; The United Nations has agreements and organizations in place for disaster relief and prevention, including the United Nations Disaster Relief Organization [Source: legal.un.org].; The United States Agency for International Development provides humanitarian assistance to countries in need, including disaster relief [Source: response.reliefweb.int].; The United States Army has a strategic imperative to provide military support to civilian authority operations, including disaster relief and emergency management [Source: www.ausa.org].; Public awareness and education are important for disaster risk reduction, and institutions such as the American Red Cross and the Federal Emergency Management Agency play a key role in this effort [Source: www.climatecentre.org].;']"}
+{"batch_x": [253519072.0, 128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0], "batch_y": [98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0], "batch_x_timestamps_datetime64_ns": [983404800000000000, 986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000], "batch_y_timestamps_datetime64_ns": [1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000, 1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2001-10-22: The USA PATRIOT Act of 2001 was signed into law on October 26, 2001, which includes provisions related to emergency response and disaster management. [Source]; The term \"State\" in the context of the USA PATRIOT Act refers to any State of the United States. [Source]; The National Disaster Medical System is mentioned in the USA PATRIOT Act as part of the antiterrorism emergency reserve. [Source] 2001-10-15: The United States government has official websites and agencies dedicated to emergency response and disaster management, such as the U.S. Department of the Interior (DOI) and the U.S. Army Corps of Engineers. [Source]; Emergency physicians and organizations like ACEP are committed to improving U.S. emergency response efforts to medical disasters. [Source]; The U.S. Army Corps of Engineers has a mission to respond to disasters, including floods, hurricanes, tornadoes, and manmade emergencies, and to assist with rescue, relief, and recovery efforts. [Source]; The Red Cross is prepared to respond to disasters and emergencies in the United States, with a focus on providing humanitarian aid. [Source] 2001-10-08: The Caribbean region was affected by Hurricane Iris in October 2001, with Belize being one of the countries impacted. [Source: www.unocha.org]; The National Emergency Management Organization (NEMO) in Belize conducted a preliminary damage assessment and listed outstanding needs and relief efforts. [Source: www.unocha.org]; The Caribbean Disaster Emergency Response Agency (CDERA) provided data on the disaster impact and relief efforts in the region. [Source: reliefweb.int] 2001-10-01: The 9/11 attacks on the World Trade Center resulted in 2,830 deaths, making it one of the deadliest disasters in the United States. [Source: www.fema.gov];'\n 'Available facts are as follows: 2001-10-22: The USA PATRIOT Act of 2001 was signed into law on October 26, 2001, which includes provisions related to emergency response and disaster management. [Source]; The term \"State\" in the context of the USA PATRIOT Act refers to any State of the United States. [Source]; The National Disaster Medical System is mentioned in the USA PATRIOT Act as part of the antiterrorism emergency reserve. [Source] 2001-10-15: The United States government has official websites and agencies dedicated to emergency response and disaster management, such as the U.S. Department of the Interior (DOI) and the U.S. Army Corps of Engineers. [Source]; Emergency physicians and organizations like ACEP are committed to improving U.S. emergency response efforts to medical disasters. [Source]; The U.S. Army Corps of Engineers has a mission to respond to disasters, including floods, hurricanes, tornadoes, and manmade emergencies, and to assist with rescue, relief, and recovery efforts. [Source]; The Red Cross is prepared to respond to disasters and emergencies in the United States, with a focus on providing humanitarian aid. [Source] 2001-10-08: The Caribbean region was affected by Hurricane Iris in October 2001, with Belize being one of the countries impacted. [Source: www.unocha.org]; The National Emergency Management Organization (NEMO) in Belize conducted a preliminary damage assessment and listed outstanding needs and relief efforts. [Source: www.unocha.org]; The Caribbean Disaster Emergency Response Agency (CDERA) provided data on the disaster impact and relief efforts in the region. [Source: reliefweb.int] 2001-10-01: The 9/11 attacks on the World Trade Center resulted in 2,830 deaths, making it one of the deadliest disasters in the United States. [Source: www.fema.gov];']"}
+{"batch_x": [128902288.0, 105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0], "batch_y": [77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0], "batch_x_timestamps_datetime64_ns": [986083200000000000, 988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000], "batch_y_timestamps_datetime64_ns": [1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000, 1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653]], "batch_text": "[\"Available facts are as follows: 2001-11-19: The United States has policies and directives in place for using military resources during peacetime civil emergencies, including natural disasters. [Source: www.esd.whs.mil]; The World Food Programme (WFP) provides assistance to countries in establishing and strengthening disaster preparedness mechanisms, including emergency food assistance. [Source: executiveboard.wfp.org]; The National Academies Press highlights vulnerabilities in U.S. society, including transportation systems, which can be affected by natural disasters. [Source: nap.nationalacademies.org]; A tornado occurred in Sylacauga, Alabama on November 24, 2001, causing damage and prompting emergency response efforts. [Source: www.weather.gov] 2001-11-12: The U.S. Army Corps of Engineers aims to reduce disaster risk and deliver vital engineering solutions to secure the Nation and energize the economy. [Source: www.usace.army.mil]; The United States has developed a Quick Reaction Demining Force (QRDF) to respond to emergency situations quickly and efficiently. [Source: 2009-2017.state.gov]; The U.S. Agency for International Development provides foreign disaster assistance to countries in need, such as Somalia. [Source: pdf.usaid.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides situation reports on complex emergencies and droughts, such as in Somalia. [Source: pdf.usaid.gov] 2001-11-05: The World Trade Center attack on September 11, 2001, led to the development of an Office of Emergency Management in New York City. [Source: www.ncbi.nlm.nih.gov]; Hurricane Michelle weakened and moved out to sea on November 6, 2001, after affecting the Bahamas. [Source: reliefweb.int]; Floods in Sudan's Nile State damaged homes and infrastructure, prompting the establishment of emergency teams in the affected areas. [Source: reliefweb.int]; The Honduran government declared a state of emergency due to Hurricane Michelle. [Source: reliefweb.int] 2001-10-29: The Federal Emergency Management Agency (FEMA) has disaster aid programs to support states in emergency situations. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides humanitarian response and disaster assistance. [Source];\"\n \"Available facts are as follows: 2001-11-19: The United States has policies and directives in place for using military resources during peacetime civil emergencies, including natural disasters. [Source: www.esd.whs.mil]; The World Food Programme (WFP) provides assistance to countries in establishing and strengthening disaster preparedness mechanisms, including emergency food assistance. [Source: executiveboard.wfp.org]; The National Academies Press highlights vulnerabilities in U.S. society, including transportation systems, which can be affected by natural disasters. [Source: nap.nationalacademies.org]; A tornado occurred in Sylacauga, Alabama on November 24, 2001, causing damage and prompting emergency response efforts. [Source: www.weather.gov] 2001-11-12: The U.S. Army Corps of Engineers aims to reduce disaster risk and deliver vital engineering solutions to secure the Nation and energize the economy. [Source: www.usace.army.mil]; The United States has developed a Quick Reaction Demining Force (QRDF) to respond to emergency situations quickly and efficiently. [Source: 2009-2017.state.gov]; The U.S. Agency for International Development provides foreign disaster assistance to countries in need, such as Somalia. [Source: pdf.usaid.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides situation reports on complex emergencies and droughts, such as in Somalia. [Source: pdf.usaid.gov] 2001-11-05: The World Trade Center attack on September 11, 2001, led to the development of an Office of Emergency Management in New York City. [Source: www.ncbi.nlm.nih.gov]; Hurricane Michelle weakened and moved out to sea on November 6, 2001, after affecting the Bahamas. [Source: reliefweb.int]; Floods in Sudan's Nile State damaged homes and infrastructure, prompting the establishment of emergency teams in the affected areas. [Source: reliefweb.int]; The Honduran government declared a state of emergency due to Hurricane Michelle. [Source: reliefweb.int] 2001-10-29: The Federal Emergency Management Agency (FEMA) has disaster aid programs to support states in emergency situations. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides humanitarian response and disaster assistance. [Source];\"]"}
+{"batch_x": [105717360.0, 85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0], "batch_y": [72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0], "batch_x_timestamps_datetime64_ns": [988675200000000000, 991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000], "batch_y_timestamps_datetime64_ns": [1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000, 1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2001-12-24: The United States government has provided assistance to countries affected by disasters, including Micronesia and Guinea. [Source: reliefweb.int, 2009-2017.state.gov]; The Aral Sea catastrophe has been addressed by the World Bank since 1992. [Source: www.thenewhumanitarian.org]; The United States has laws and regulations in place for emergency procurement authority to facilitate response to disasters. [Source: www.congress.gov]; The Federal Emergency Management Agency (FEMA) has declared areas as federal disaster areas, such as in Oklahoma in 2000. [Source: www.oklahoman.com]; The Chernobyl accident occurred in 1986 and has been studied to understand its causes and scenario. [Source: www.rri.kyoto-u.ac.jp] 2001-12-17: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) provided funds to the State of Hawaii to support disaster response efforts. [Source: www.honolulu.gov]The United States Army Corps of Engineers (USACE) has developed a disaster debris management operations plan. [Source: www.honolulu.gov]In 2001, the President of the United States declared a flood in a state as a disaster. [Source: www.irs.gov] 2001-12-10: The US Office of Foreign Disaster Assistance (OFDA) has been active in Sudan since 1987, addressing emergency needs of the war and drought-affected populations. [Source: pdf.usaid.gov]; The United States Department of Agriculture (USDA) and the Department of State's Office of U.S. Foreign Disaster Assistance (OFDA) have been involved in responding to emergencies and droughts in Sudan. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) has a National Business Emergency Operations Center and provides information on disaster fraud and emergency operations. [Source: www.fema.gov] 2001-12-03: The United States government has emergency management plans and agencies in place to respond to disasters, including the Federal Emergency Management Agency (FEMA) and the Office of Disaster Preparedness and Emergency Management (ODPEM). [Source];\"\n \"Available facts are as follows: 2001-12-24: The United States government has provided assistance to countries affected by disasters, including Micronesia and Guinea. [Source: reliefweb.int, 2009-2017.state.gov]; The Aral Sea catastrophe has been addressed by the World Bank since 1992. [Source: www.thenewhumanitarian.org]; The United States has laws and regulations in place for emergency procurement authority to facilitate response to disasters. [Source: www.congress.gov]; The Federal Emergency Management Agency (FEMA) has declared areas as federal disaster areas, such as in Oklahoma in 2000. [Source: www.oklahoman.com]; The Chernobyl accident occurred in 1986 and has been studied to understand its causes and scenario. [Source: www.rri.kyoto-u.ac.jp] 2001-12-17: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) provided funds to the State of Hawaii to support disaster response efforts. [Source: www.honolulu.gov]The United States Army Corps of Engineers (USACE) has developed a disaster debris management operations plan. [Source: www.honolulu.gov]In 2001, the President of the United States declared a flood in a state as a disaster. [Source: www.irs.gov] 2001-12-10: The US Office of Foreign Disaster Assistance (OFDA) has been active in Sudan since 1987, addressing emergency needs of the war and drought-affected populations. [Source: pdf.usaid.gov]; The United States Department of Agriculture (USDA) and the Department of State's Office of U.S. Foreign Disaster Assistance (OFDA) have been involved in responding to emergencies and droughts in Sudan. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) has a National Business Emergency Operations Center and provides information on disaster fraud and emergency operations. [Source: www.fema.gov] 2001-12-03: The United States government has emergency management plans and agencies in place to respond to disasters, including the Federal Emergency Management Agency (FEMA) and the Office of Disaster Preparedness and Emergency Management (ODPEM). [Source];\"]"}
+{"batch_x": [85664736.0, 96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0], "batch_y": [323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0], "batch_x_timestamps_datetime64_ns": [991353600000000000, 993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000], "batch_y_timestamps_datetime64_ns": [1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000, 1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2002-01-21: The Stafford Disaster Relief and Emergency Assistance Act and the National Flood Insurance Act are two key laws related to disaster relief in the United States. [Source: www.law.cornell.edu]; In 2002, the Democratic Republic of Congo experienced a volcanic eruption, and the US government provided emergency response to save lives. [Source: reliefweb.int]; In 2001, there were 302 natural disasters registered in the Emergency Events Epidemiological Studies Centre Disaster (EM-DAT) database. [Source: oa.upm.es] 2002-01-14: The Citizen Corps was established in January 2002 to coordinate national efforts in emergency responders, disaster relief, and community safety. [Source]; The Community Emergency Response Team (CERT) program was established to train volunteers to assist emergency responders during disasters, with 48 states participating as of July 2003. [Source]; The Office for the Coordination of Humanitarian Affairs (OCHA) was established to respect national unity of states and provide emergency relief coordination. [Source] 2002-01-07: The United States has experienced various disasters and emergencies, including terrorist attacks, natural hazards, and floods, which have led to federal emergency management agency involvement and declarations of emergency. [Source]; There are existing laws, ordinances, and policies in place to address emergency and disaster situations, such as the Lake County Ordinance 2342 and Public Law 107-117. [Source] 2001-12-31: The Chernobyl accident demonstrated the need to include transboundary implications in emergency plans [Source: www.oecd-nea.org].; The California Earthquake Hazards Mitigation Legislation aims to coordinate the state's response efforts during an emergency [Source: www.wsspc.org].; The National EMS Research Agenda focuses on prehospital emergency care and disaster medicine [Source: www.ems.gov].; The Cambodia floods 2000 final report highlights the importance of disaster relief emergency funds [Source: www.ifrc.org].;\"\n \"Available facts are as follows: 2002-01-21: The Stafford Disaster Relief and Emergency Assistance Act and the National Flood Insurance Act are two key laws related to disaster relief in the United States. [Source: www.law.cornell.edu]; In 2002, the Democratic Republic of Congo experienced a volcanic eruption, and the US government provided emergency response to save lives. [Source: reliefweb.int]; In 2001, there were 302 natural disasters registered in the Emergency Events Epidemiological Studies Centre Disaster (EM-DAT) database. [Source: oa.upm.es] 2002-01-14: The Citizen Corps was established in January 2002 to coordinate national efforts in emergency responders, disaster relief, and community safety. [Source]; The Community Emergency Response Team (CERT) program was established to train volunteers to assist emergency responders during disasters, with 48 states participating as of July 2003. [Source]; The Office for the Coordination of Humanitarian Affairs (OCHA) was established to respect national unity of states and provide emergency relief coordination. [Source] 2002-01-07: The United States has experienced various disasters and emergencies, including terrorist attacks, natural hazards, and floods, which have led to federal emergency management agency involvement and declarations of emergency. [Source]; There are existing laws, ordinances, and policies in place to address emergency and disaster situations, such as the Lake County Ordinance 2342 and Public Law 107-117. [Source] 2001-12-31: The Chernobyl accident demonstrated the need to include transboundary implications in emergency plans [Source: www.oecd-nea.org].; The California Earthquake Hazards Mitigation Legislation aims to coordinate the state's response efforts during an emergency [Source: www.wsspc.org].; The National EMS Research Agenda focuses on prehospital emergency care and disaster medicine [Source: www.ems.gov].; The Cambodia floods 2000 final report highlights the importance of disaster relief emergency funds [Source: www.ifrc.org].;\"]"}
+{"batch_x": [96335968.0, 109690072.0, 480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0], "batch_y": [176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0], "batch_x_timestamps_datetime64_ns": [993945600000000000, 996624000000000000, 999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000], "batch_y_timestamps_datetime64_ns": [1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000, 1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000, 1044057600000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2002-02-18: The United States has experienced emergency situations and disasters in the past, including natural disasters, which can lead to prescription drug shortages and affect healthcare services. [Source: phrma.org, assembly.state.ny.us] 2002-02-11: The United States Federal Emergency Management Agency (FEMA) categorizes natural and technological disasters. [Source: www.govinfo.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk. [Source: www.usace.army.mil]; The Federal Emergency Management Agency (FEMA) provides support during disasters. [Source: www.ojp.gov] 2002-02-04: The Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance to states and local governments in response to disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) plays a critical role in disaster response and recovery in the United States. [Source] 2002-01-28: The Stafford Act provides for two types of disaster declarations: Emergency and Major Disaster. [Source];'\n 'Available facts are as follows: 2002-02-18: The United States has experienced emergency situations and disasters in the past, including natural disasters, which can lead to prescription drug shortages and affect healthcare services. [Source: phrma.org, assembly.state.ny.us] 2002-02-11: The United States Federal Emergency Management Agency (FEMA) categorizes natural and technological disasters. [Source: www.govinfo.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk. [Source: www.usace.army.mil]; The Federal Emergency Management Agency (FEMA) provides support during disasters. [Source: www.ojp.gov] 2002-02-04: The Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance to states and local governments in response to disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) plays a critical role in disaster response and recovery in the United States. [Source] 2002-01-28: The Stafford Act provides for two types of disaster declarations: Emergency and Major Disaster. [Source];']"}
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+{"batch_x": [480079712.0, 193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0], "batch_y": [276490368.0, 251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0], "batch_x_timestamps_datetime64_ns": [999302400000000000, 1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000], "batch_y_timestamps_datetime64_ns": [1020211200000000000, 1022889600000000000, 1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000, 1044057600000000000, 1046476800000000000, 1049155200000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2002-04-22: The United States has guidelines and plans in place for disaster response and emergency management, including mass casualty disaster plans and emergency food assistance. [Source: ojp.gov, executiveboard.wfp.org]; Natural disasters such as tornadoes and catastrophic events can have significant impacts on transportation and communities, and emergency responders play a critical role in responding to these events. [Source: rosap.ntl.bts.gov, www.weather.gov] 2002-04-15: The State of Florida has a Comprehensive Emergency Management Plan in place, which outlines the roles and responsibilities of various agencies and officials in the event of a disaster or emergency. [Source: www.floridadisaster.org]; The U.S. Department of Veteran Affairs, Substance Abuse and Mental Health Services Administration, and other federal agencies have efforts in place for disaster preparedness, response, and recovery. [Source: www.osha.gov]; FEMA provides resources and training for building strong emergency preparedness programs, including evaluating disaster/emergency preparedness and response. [Source: training.fema.gov]; Rural communities may face challenges in emergency preparedness due to limited resources, and the U.S. Health and Human Services Secretary has emphasized the need for rural readiness. [Source: www.ruralhealthinfo.org]; NOAA Weather Radio is a critical tool for emergency preparedness, and surveys have recommended its expansion to improve disaster response. [Source: www.weather.gov] 2002-04-08: The USS Thresher (SSN-593) was lost on 10 April 1963 with 129 crew members, making it the worst submarine disaster in U.S. Navy history. [Source: www.usni.org]; The Wake Island Code defines a calamitous emergency as a disaster, national peril, radiological hazard, or other emergency that affects the United States or the District of Columbia. [Source: www.ecfr.gov]; The National Disaster Resilience Grant Scheme funded research on gatekeepers in crisis situations, specifically in 2012, Florida. [Source: scholarspace.manoa.hawaii.edu]; Federal involvement in disaster relief in the U.S. occurs after the state has implemented its emergency plan and if the severity of the disaster is such that state resources are overwhelmed. [Source: www.faa.gov]; A landslide in Papua New Guinea in 2002 prompted the Morobe Provincial Disaster Committee and the Lae Branch of the Red Cross to respond, with no international assistance requested. [Source: www.unocha.org] 2002-04-01: The United States has various programs and initiatives in place to provide emergency assistance and loans to farmers, individuals, and communities affected by natural disasters and emergencies. [Source: www.disasterassistance.gov, www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency managers and responders, including courses on disaster management and response. [Source: training.fema.gov]; States and local governments have their own emergency management agencies and programs, such as the Maine Emergency Management Agency, which provides communication networks and response systems for emergency situations. [Source: www.maine.gov];'\n 'Available facts are as follows: 2002-04-22: The United States has guidelines and plans in place for disaster response and emergency management, including mass casualty disaster plans and emergency food assistance. [Source: ojp.gov, executiveboard.wfp.org]; Natural disasters such as tornadoes and catastrophic events can have significant impacts on transportation and communities, and emergency responders play a critical role in responding to these events. [Source: rosap.ntl.bts.gov, www.weather.gov] 2002-04-15: The State of Florida has a Comprehensive Emergency Management Plan in place, which outlines the roles and responsibilities of various agencies and officials in the event of a disaster or emergency. [Source: www.floridadisaster.org]; The U.S. Department of Veteran Affairs, Substance Abuse and Mental Health Services Administration, and other federal agencies have efforts in place for disaster preparedness, response, and recovery. [Source: www.osha.gov]; FEMA provides resources and training for building strong emergency preparedness programs, including evaluating disaster/emergency preparedness and response. [Source: training.fema.gov]; Rural communities may face challenges in emergency preparedness due to limited resources, and the U.S. Health and Human Services Secretary has emphasized the need for rural readiness. [Source: www.ruralhealthinfo.org]; NOAA Weather Radio is a critical tool for emergency preparedness, and surveys have recommended its expansion to improve disaster response. [Source: www.weather.gov] 2002-04-08: The USS Thresher (SSN-593) was lost on 10 April 1963 with 129 crew members, making it the worst submarine disaster in U.S. Navy history. [Source: www.usni.org]; The Wake Island Code defines a calamitous emergency as a disaster, national peril, radiological hazard, or other emergency that affects the United States or the District of Columbia. [Source: www.ecfr.gov]; The National Disaster Resilience Grant Scheme funded research on gatekeepers in crisis situations, specifically in 2012, Florida. [Source: scholarspace.manoa.hawaii.edu]; Federal involvement in disaster relief in the U.S. occurs after the state has implemented its emergency plan and if the severity of the disaster is such that state resources are overwhelmed. [Source: www.faa.gov]; A landslide in Papua New Guinea in 2002 prompted the Morobe Provincial Disaster Committee and the Lae Branch of the Red Cross to respond, with no international assistance requested. [Source: www.unocha.org] 2002-04-01: The United States has various programs and initiatives in place to provide emergency assistance and loans to farmers, individuals, and communities affected by natural disasters and emergencies. [Source: www.disasterassistance.gov, www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency managers and responders, including courses on disaster management and response. [Source: training.fema.gov]; States and local governments have their own emergency management agencies and programs, such as the Maine Emergency Management Agency, which provides communication networks and response systems for emergency situations. [Source: www.maine.gov];']"}
+{"batch_x": [193985680.0, 98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0], "batch_y": [251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0], "batch_x_timestamps_datetime64_ns": [1001894400000000000, 1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000], "batch_y_timestamps_datetime64_ns": [1022889600000000000, 1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000, 1044057600000000000, 1046476800000000000, 1049155200000000000, 1051747200000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472]], "batch_text": "[\"Available facts are as follows: 2002-05-20: The wildfires in Montana in 2000 were regarded as one of the largest natural disasters in the state's history. [Source: hazards.colorado.edu]; A drought in Southern Africa in 2002 led to a national disaster declaration on February 27. [Source: reliefweb.int]; The U.S. Senate voted on a motion to provide emergency disaster assistance to agricultural producers in 2002. [Source: www.senate.gov] 2002-05-13: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance to individuals and communities affected by disasters. [Source]; The United States has various agencies and programs in place to respond to emergencies and disasters, including the Federal Emergency Management Agency (FEMA), the Office of Emergency Management, and the National Weather Service. [Source] 2002-05-06: The U.S. Agency for International Development (USAID) has an office dedicated to foreign disaster assistance (OFDA) which responds to international disasters and humanitarian crises. [Source: reliefweb.int]; The U.S. Army Corps of Engineers has a mission to reduce disaster risk and provides vital engineering solutions to secure the nation and energize the economy. [Source: www.usace.army.mil]; The Centers for Disease Control and Prevention (CDC) tracks disaster statistics and provides information on coal mine safety achievements in the USA. [Source: www.cdc.gov] 2002-04-29: The Michigan Emergency Management Assistance Compact (MEMAC) was implemented on May 1, 2002, to facilitate the receipt of state or federal disaster funds through the Public Assistance program. [Source]; The Public Health Emergency Preparedness program provides fundamentals for disaster procedures, emergency procedures, and medical response. [Source]; In 2002, Zimbabwe declared a state of disaster due to drought, and Montana conducted a source water assessment for the City of Poplar. [Source]; The Gujarat earthquake victims received support to rebuild, including emergency management and post-disaster emergency response and training, with a budget of $41.3 million. [Source]; Compliance with Federal Flood Insurance Requirements is necessary to receive disaster relief assistance, and the Federal Emergency Management Agency provides guidance on flood insurance. [Source]; Public Law 104-180 allows for the transfer of funds for emergency purposes, including disaster relief. [Source];\"\n \"Available facts are as follows: 2002-05-20: The wildfires in Montana in 2000 were regarded as one of the largest natural disasters in the state's history. [Source: hazards.colorado.edu]; A drought in Southern Africa in 2002 led to a national disaster declaration on February 27. [Source: reliefweb.int]; The U.S. Senate voted on a motion to provide emergency disaster assistance to agricultural producers in 2002. [Source: www.senate.gov] 2002-05-13: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance to individuals and communities affected by disasters. [Source]; The United States has various agencies and programs in place to respond to emergencies and disasters, including the Federal Emergency Management Agency (FEMA), the Office of Emergency Management, and the National Weather Service. [Source] 2002-05-06: The U.S. Agency for International Development (USAID) has an office dedicated to foreign disaster assistance (OFDA) which responds to international disasters and humanitarian crises. [Source: reliefweb.int]; The U.S. Army Corps of Engineers has a mission to reduce disaster risk and provides vital engineering solutions to secure the nation and energize the economy. [Source: www.usace.army.mil]; The Centers for Disease Control and Prevention (CDC) tracks disaster statistics and provides information on coal mine safety achievements in the USA. [Source: www.cdc.gov] 2002-04-29: The Michigan Emergency Management Assistance Compact (MEMAC) was implemented on May 1, 2002, to facilitate the receipt of state or federal disaster funds through the Public Assistance program. [Source]; The Public Health Emergency Preparedness program provides fundamentals for disaster procedures, emergency procedures, and medical response. [Source]; In 2002, Zimbabwe declared a state of disaster due to drought, and Montana conducted a source water assessment for the City of Poplar. [Source]; The Gujarat earthquake victims received support to rebuild, including emergency management and post-disaster emergency response and training, with a budget of $41.3 million. [Source]; Compliance with Federal Flood Insurance Requirements is necessary to receive disaster relief assistance, and the Federal Emergency Management Agency provides guidance on flood insurance. [Source]; Public Law 104-180 allows for the transfer of funds for emergency purposes, including disaster relief. [Source];\"]"}
+{"batch_x": [98834992.0, 77878872.0, 72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0], "batch_y": [85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0], "batch_x_timestamps_datetime64_ns": [1004572800000000000, 1007164800000000000, 1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000], "batch_y_timestamps_datetime64_ns": [1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000, 1044057600000000000, 1046476800000000000, 1049155200000000000, 1051747200000000000, 1054425600000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257]], "batch_text": "[\"Available facts are as follows: 2002-06-24: The United States government has emphasized the importance of emergency preparedness and response to disasters, with various agencies and departments playing a role in managing and coordinating efforts. [Source] 2002-06-17: The Nyiragongo volcano eruption in January 2002 had a small impact on the existing complex emergency, but long-term consequences are expected. [Source: reliefweb.int] 2002-06-10: The establishment of FEMA, the growth of the emergency management community as a profession, and the increase in disaster losses in America are significant factors in the country's disaster preparedness. [Source]; The Public Health Security and Bioterrorism Preparedness and Response Act of 2002 aims to enhance the emergency health security of the United States in the event of a bioterrorist attack or other public health emergency. [Source]; Many people in the United States are moving back to rural communities, increasing the need for emergency disaster preparedness and planning for livestock care during disasters. [Source] 2002-06-03: The United Nations family has to be ready to respond to emergencies including natural disasters, epidemic diseases, fires, and power blackouts. [Source: emergency.un.org]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to disasters, including droughts in Southern Africa. [Source: reliefweb.int]; The U.S. Army Corps of Engineers provides emergency response and disaster assistance, including natural disaster emergencies. [Source: www.cia.gov, www.nao.usace.army.mil];\"\n \"Available facts are as follows: 2002-06-24: The United States government has emphasized the importance of emergency preparedness and response to disasters, with various agencies and departments playing a role in managing and coordinating efforts. [Source] 2002-06-17: The Nyiragongo volcano eruption in January 2002 had a small impact on the existing complex emergency, but long-term consequences are expected. [Source: reliefweb.int] 2002-06-10: The establishment of FEMA, the growth of the emergency management community as a profession, and the increase in disaster losses in America are significant factors in the country's disaster preparedness. [Source]; The Public Health Security and Bioterrorism Preparedness and Response Act of 2002 aims to enhance the emergency health security of the United States in the event of a bioterrorist attack or other public health emergency. [Source]; Many people in the United States are moving back to rural communities, increasing the need for emergency disaster preparedness and planning for livestock care during disasters. [Source] 2002-06-03: The United Nations family has to be ready to respond to emergencies including natural disasters, epidemic diseases, fires, and power blackouts. [Source: emergency.un.org]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to disasters, including droughts in Southern Africa. [Source: reliefweb.int]; The U.S. Army Corps of Engineers provides emergency response and disaster assistance, including natural disaster emergencies. [Source: www.cia.gov, www.nao.usace.army.mil];\"]"}
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[Source]; The Nebraska Emergency Management Agency (NEMA) is part of the Military Department and responsible for emergency management in the state. [Source]; The Disaster Medical Services Division in California is responsible for emergency medical services during disasters. [Source]; The State Permanent Emergency Commission in Mongolia is responsible for disaster management at the national level. [Source] 2002-07-08: The United States government has emergency response plans and agencies in place, such as FEMA, to provide disaster assistance when needed. [Source: www.fsmgov.org]; The US Agency for International Development provides humanitarian assistance in response to disasters. [Source: response.reliefweb.int]; Emergency action plans and fire prevention plans are in place in the United States to prevent and respond to emergencies. [Source: www.osha.gov] 2002-07-01: The State Emergency Response Plan (SERP) is in place in Florida to respond to disasters and state emergencies, with the State Emergency Operations Center (SEOC) playing a key role. [Source: www.myfloridacfo.com]; The Disaster Relief Emergency Fund (DREF) has been allocated for relief efforts in the Federated States of Micronesia following Typhoon Chataan, with up to 1,500 houses damaged. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) provides flood insurance through the National Flood Insurance Program. [Source: agents.floodsmart.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk through its engineering solutions. [Source: www.nab.usace.army.mil];'\n 'Available facts are as follows: 2002-07-22: The United States Government has taken actions to respond to emergencies and disasters, including chartering a ship with emergency food commodities for southern Africa [Source: reliefweb.int].; The Kingdom of Bhutan has a health system that provides free access to healthcare, including emergency and disaster response [Source: iris.who.int].; The United Nations has emphasized the importance of effective emergency planning and coordination in response to disasters and emergency situations [Source: www.un.org]. 2002-07-15: The Caribbean Disaster Emergency Response Agency (CDERA) is a sixteen nation, inter-governmental agency that responds to natural disasters. [Source]; The Nebraska Emergency Management Agency (NEMA) is part of the Military Department and responsible for emergency management in the state. [Source]; The Disaster Medical Services Division in California is responsible for emergency medical services during disasters. [Source]; The State Permanent Emergency Commission in Mongolia is responsible for disaster management at the national level. [Source] 2002-07-08: The United States government has emergency response plans and agencies in place, such as FEMA, to provide disaster assistance when needed. [Source: www.fsmgov.org]; The US Agency for International Development provides humanitarian assistance in response to disasters. [Source: response.reliefweb.int]; Emergency action plans and fire prevention plans are in place in the United States to prevent and respond to emergencies. [Source: www.osha.gov] 2002-07-01: The State Emergency Response Plan (SERP) is in place in Florida to respond to disasters and state emergencies, with the State Emergency Operations Center (SEOC) playing a key role. [Source: www.myfloridacfo.com]; The Disaster Relief Emergency Fund (DREF) has been allocated for relief efforts in the Federated States of Micronesia following Typhoon Chataan, with up to 1,500 houses damaged. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) provides flood insurance through the National Flood Insurance Program. [Source: agents.floodsmart.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk through its engineering solutions. [Source: www.nab.usace.army.mil];']"}
+{"batch_x": [72314432.0, 323759872.0, 176923632.0, 247574800.0, 276490368.0, 251609424.0, 85367856.0, 290626656.0], "batch_y": [79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0], "batch_x_timestamps_datetime64_ns": [1009843200000000000, 1012521600000000000, 1014940800000000000, 1017619200000000000, 1020211200000000000, 1022889600000000000, 1025481600000000000, 1028160000000000000], "batch_y_timestamps_datetime64_ns": [1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000, 1044057600000000000, 1046476800000000000, 1049155200000000000, 1051747200000000000, 1054425600000000000, 1057017600000000000, 1059696000000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2002-08-26: The legislature recognizes that schools are in a position to serve the community in the event of an emergency resulting from natural disasters or human-caused emergencies. [Source: app.leg.wa.gov]; The United States Department of Commerce emphasizes the importance of planning and preparation for natural disasters, as emergency responders may take time to reach affected locations. [Source: www.weather.gov]; The United Nations provides disaster relief assistance to countries affected by natural disasters, such as Indonesia. [Source: response.reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency disaster response coordination and assistance to countries in need. [Source: reliefweb.int] 2002-08-19: Objective facts about the Climate and Disaster situation: The government of Haiti declared a state of emergency in two departments due to flooding in August 2002. [Source: reliefweb.int] 2002-08-12: The United States has experienced significant natural disasters in the past, such as the one in Florida in 2002, which killed 20 people and left a quarter of a million people homeless. [Source: www.usace.army.mil]; The National Library of Medicine has a Disaster Information Management Research Center, which aims to reduce the impact of disasters on public health. [Source: www.ncbi.nlm.nih.gov]; The United Nations stands ready to support Member States in developing disaster response preparedness. [Source: reliefweb.int] 2002-08-05: The Model State Emergency Health Powers Act was established in 2002 to plan for and respond to public health emergencies, including natural disasters. [Source: pubmed.ncbi.nlm.nih.gov]; The American Hospital Association published a Healthcare Facilities Management Series in August 1997, which discussed emergency preparedness and response. [Source: www.osha.gov]; In August 2002, a disaster in Chuuk, FSM displaced around 1,000 people, and the FSM President Falcam met with the Federal Emergency Management Agency (FEMA) to discuss response efforts. [Source: reliefweb.int]; The U.S. Army Corps of Engineers aims to reduce disaster risk through vital engineering solutions. [Source: www.hnc.usace.army.mil]; The Code of Ethics for Emergency Physicians was published in 2002, highlighting the importance of emergency medical services in responding to disasters. [Source: www.researchgate.net]; The United States Census Bureau provides data on emergency management and disasters, including the Summary File 3 Dataset. [Source: www.census.gov]; The Red Boiling Springs Flood of June 23, 1969, was a significant disaster in the United States, with lessons learned for emergency preparedness and response. [Source: www.weather.gov]; The Government of Saint Lucia has an Oil Spill Contingency Plan in place to respond to emergencies and disasters. [Source: nemo.gov.lc]; The Federal Emergency Management Agency (FEMA) contracts with commercial providers for government travel charge cards to support emergency response efforts. [Source: www.fema.gov];'\n 'Available facts are as follows: 2002-08-26: The legislature recognizes that schools are in a position to serve the community in the event of an emergency resulting from natural disasters or human-caused emergencies. [Source: app.leg.wa.gov]; The United States Department of Commerce emphasizes the importance of planning and preparation for natural disasters, as emergency responders may take time to reach affected locations. [Source: www.weather.gov]; The United Nations provides disaster relief assistance to countries affected by natural disasters, such as Indonesia. [Source: response.reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency disaster response coordination and assistance to countries in need. [Source: reliefweb.int] 2002-08-19: Objective facts about the Climate and Disaster situation: The government of Haiti declared a state of emergency in two departments due to flooding in August 2002. [Source: reliefweb.int] 2002-08-12: The United States has experienced significant natural disasters in the past, such as the one in Florida in 2002, which killed 20 people and left a quarter of a million people homeless. [Source: www.usace.army.mil]; The National Library of Medicine has a Disaster Information Management Research Center, which aims to reduce the impact of disasters on public health. [Source: www.ncbi.nlm.nih.gov]; The United Nations stands ready to support Member States in developing disaster response preparedness. [Source: reliefweb.int] 2002-08-05: The Model State Emergency Health Powers Act was established in 2002 to plan for and respond to public health emergencies, including natural disasters. [Source: pubmed.ncbi.nlm.nih.gov]; The American Hospital Association published a Healthcare Facilities Management Series in August 1997, which discussed emergency preparedness and response. [Source: www.osha.gov]; In August 2002, a disaster in Chuuk, FSM displaced around 1,000 people, and the FSM President Falcam met with the Federal Emergency Management Agency (FEMA) to discuss response efforts. [Source: reliefweb.int]; The U.S. Army Corps of Engineers aims to reduce disaster risk through vital engineering solutions. [Source: www.hnc.usace.army.mil]; The Code of Ethics for Emergency Physicians was published in 2002, highlighting the importance of emergency medical services in responding to disasters. [Source: www.researchgate.net]; The United States Census Bureau provides data on emergency management and disasters, including the Summary File 3 Dataset. [Source: www.census.gov]; The Red Boiling Springs Flood of June 23, 1969, was a significant disaster in the United States, with lessons learned for emergency preparedness and response. [Source: www.weather.gov]; The Government of Saint Lucia has an Oil Spill Contingency Plan in place to respond to emergencies and disasters. [Source: nemo.gov.lc]; The Federal Emergency Management Agency (FEMA) contracts with commercial providers for government travel charge cards to support emergency response efforts. [Source: www.fema.gov];']"}
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[Source: www.who.int]; The Kamchatkan Volcanic Eruption Response Team (KVERT) provided information on volcanic eruptions and emergency responses in the United States, Russia, and Japan in 2002. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) played a crucial role in responding to emergencies, including the 9/11 attacks, and worked with other agencies to mitigate the economic effects of disasters. [Source: irp.fas.org]; The Red Cross emphasized the importance of hurricane preparedness in the Caribbean in 2002, as Tropical Storm Isidore and Tropical Storm Lili threatened the region. [Source: reliefweb.int]; The Environmental Protection Agency (EPA) provided guidance on tire pile fires, including prevention, response, and remediation measures, in 2002. [Source: archive.epa.gov] 2002-09-16: Objective facts about the Climate and Disaster situation:The United States experienced tornadoes in Indiana on September 20, 2002, and a tornado struck the town of Martinsville, causing the worst outbreak of tornadoes in the state. [Source: www.weather.gov, www.ncei.noaa.gov]There was an earthquake disaster in Northwestern Papua New Guinea on September 21, 2002, causing people to evacuate their homes. [Source: reliefweb.int] 2002-09-09: The United States government has emergency response plans in place for various disasters, including tornadoes, radiological emergencies, and terrorist attacks. [Source: various government websites] 2002-09-02: NA.;'\n 'Available facts are as follows: 2002-09-23: The World Health Organization (WHO) published a practical guide on environmental health in emergencies and disasters in 2002, highlighting the importance of emergency water provision and the danger of epidemics following emergencies and disasters. [Source: www.who.int]; The Kamchatkan Volcanic Eruption Response Team (KVERT) provided information on volcanic eruptions and emergency responses in the United States, Russia, and Japan in 2002. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) played a crucial role in responding to emergencies, including the 9/11 attacks, and worked with other agencies to mitigate the economic effects of disasters. [Source: irp.fas.org]; The Red Cross emphasized the importance of hurricane preparedness in the Caribbean in 2002, as Tropical Storm Isidore and Tropical Storm Lili threatened the region. [Source: reliefweb.int]; The Environmental Protection Agency (EPA) provided guidance on tire pile fires, including prevention, response, and remediation measures, in 2002. [Source: archive.epa.gov] 2002-09-16: Objective facts about the Climate and Disaster situation:The United States experienced tornadoes in Indiana on September 20, 2002, and a tornado struck the town of Martinsville, causing the worst outbreak of tornadoes in the state. [Source: www.weather.gov, www.ncei.noaa.gov]There was an earthquake disaster in Northwestern Papua New Guinea on September 21, 2002, causing people to evacuate their homes. [Source: reliefweb.int] 2002-09-09: The United States government has emergency response plans in place for various disasters, including tornadoes, radiological emergencies, and terrorist attacks. [Source: various government websites] 2002-09-02: NA.;']"}
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[Source: nyassembly.gov, reliefweb.int] 2002-12-16: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management and response in the United States. [Source]; The Office of Foreign Disaster Assistance of the U.S. Agency for International Development (USAID) often uses the services of US&R Task Forces to respond to international disasters. [Source]; The United Nations Disaster Management Team (UN DMT) is responsible for coordination in disaster or emergency situations. [Source]; The U.S. Department of Labor's Mine Safety and Health Administration (MSHA) investigates fatal accidents in metal and nonmetal mines. [Source] 2002-12-09: The National Flood Insurance Program was created by the U.S. Congress to address mounting flood losses and escalating disaster relief costs. [Source]; The CERT course is taught in the community by a trained team of first responders who have completed a CERT Train-the-Trainer course conducted by their state. [Source] 2002-12-02: The United States government has various departments and organizations responsible for emergency preparedness, disaster response, and injury prevention, such as the National Center for Injury Prevention and Control, the U.S. Public Health Service, and the U.S. Army Corps of Engineers. [Source]; There are existing guidelines and protocols for emergency response, such as the Laboratory Security and Emergency Response Guidance and the Biosafety in Microbiological and Biomedical Laboratories (BMBL) guidelines. [Source]; The U.S. government has laws and regulations in place for emergency situations, including the 10 U.S. Code § 12310, which addresses reserves for organizing, administering, and supporting active-duty members in emergency situations. [Source];\"\n \"Available facts are as follows: 2002-12-23: The year 2002 saw significant legislation and events related to disaster management and emergency response, including the creation of a disaster emergency outreach program in New York State and the extension of a state of emergency in Sudan. [Source: nyassembly.gov, reliefweb.int] 2002-12-16: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management and response in the United States. [Source]; The Office of Foreign Disaster Assistance of the U.S. Agency for International Development (USAID) often uses the services of US&R Task Forces to respond to international disasters. [Source]; The United Nations Disaster Management Team (UN DMT) is responsible for coordination in disaster or emergency situations. [Source]; The U.S. Department of Labor's Mine Safety and Health Administration (MSHA) investigates fatal accidents in metal and nonmetal mines. [Source] 2002-12-09: The National Flood Insurance Program was created by the U.S. Congress to address mounting flood losses and escalating disaster relief costs. [Source]; The CERT course is taught in the community by a trained team of first responders who have completed a CERT Train-the-Trainer course conducted by their state. [Source] 2002-12-02: The United States government has various departments and organizations responsible for emergency preparedness, disaster response, and injury prevention, such as the National Center for Injury Prevention and Control, the U.S. Public Health Service, and the U.S. Army Corps of Engineers. [Source]; There are existing guidelines and protocols for emergency response, such as the Laboratory Security and Emergency Response Guidance and the Biosafety in Microbiological and Biomedical Laboratories (BMBL) guidelines. [Source]; The U.S. government has laws and regulations in place for emergency situations, including the 10 U.S. Code § 12310, which addresses reserves for organizing, administering, and supporting active-duty members in emergency situations. [Source];\"]"}
+{"batch_x": [251609424.0, 85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0], "batch_y": [131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0], "batch_x_timestamps_datetime64_ns": [1022889600000000000, 1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000], "batch_y_timestamps_datetime64_ns": [1044057600000000000, 1046476800000000000, 1049155200000000000, 1051747200000000000, 1054425600000000000, 1057017600000000000, 1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2003-01-20: The United States Government has official websites and regulations in place for emergency and disaster situations, such as the Regulations.gov website. [Source]; There were instances of natural disasters and emergencies in January 2003, including an earthquake in Mexico, drought in Wyoming, and emergencies declared in various states. [Source] 2003-01-13: The establishment of FEMA in 1979 aimed to bring together disaster and emergency response for all hazards in a single federal agency. [Source: www.gao.gov] 2003-01-06: The year 2003 saw various initiatives and programs launched to address emergency response, disaster management, and fire protection policies in the United States. [Source] 2002-12-30: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance to states and individuals affected by disasters. [Source];'\n 'Available facts are as follows: 2003-01-20: The United States Government has official websites and regulations in place for emergency and disaster situations, such as the Regulations.gov website. [Source]; There were instances of natural disasters and emergencies in January 2003, including an earthquake in Mexico, drought in Wyoming, and emergencies declared in various states. [Source] 2003-01-13: The establishment of FEMA in 1979 aimed to bring together disaster and emergency response for all hazards in a single federal agency. [Source: www.gao.gov] 2003-01-06: The year 2003 saw various initiatives and programs launched to address emergency response, disaster management, and fire protection policies in the United States. [Source] 2002-12-30: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance to states and individuals affected by disasters. [Source];']"}
+{"batch_x": [85367856.0, 290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0], "batch_y": [493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0], "batch_x_timestamps_datetime64_ns": [1025481600000000000, 1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000, 1044057600000000000], "batch_y_timestamps_datetime64_ns": [1046476800000000000, 1049155200000000000, 1051747200000000000, 1054425600000000000, 1057017600000000000, 1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2003-02-17: The United States Department of Agriculture (USDA) has declared disasters in Sudan due to a complex emergency situation. [Source: pdf.usaid.gov] 2003-02-10: The American Red Cross provides disaster assistance across the United States for incidents varying from house fires to large-scale mass casualty incidents. [Source: www.worcesterma.gov]; Wisconsin Emergency Management (WEM) coordinates with local, tribal, state, and federal agencies to respond to disasters or man-made emergencies. [Source: dma.wi.gov]; Henry Mayo Newhall Hospital offers classes on disaster planning education and provides resources for emergency preparedness. [Source: www.henrymayo.com]; The National Weather Service (NWS) provides weather, water, and climate data, forecasts, and warnings for the protection of life and property. [Source: www.cityofaikensc.gov] 2003-02-03: The US government agencies, such as NORAD, USNORTHCOM, FEMA, and USACE, were involved in responding to disasters and emergencies in February 2003, including the Columbia Shuttle Disaster. [Source]; The government agencies were also involved in planning and preparing for disasters, including developing emergency response plans and conducting training exercises. [Source] 2003-01-27: The Federal Emergency Management Agency (FEMA) plays a crucial role in responding to disasters in the United States. [Source: www.esri.com];'\n 'Available facts are as follows: 2003-02-17: The United States Department of Agriculture (USDA) has declared disasters in Sudan due to a complex emergency situation. [Source: pdf.usaid.gov] 2003-02-10: The American Red Cross provides disaster assistance across the United States for incidents varying from house fires to large-scale mass casualty incidents. [Source: www.worcesterma.gov]; Wisconsin Emergency Management (WEM) coordinates with local, tribal, state, and federal agencies to respond to disasters or man-made emergencies. [Source: dma.wi.gov]; Henry Mayo Newhall Hospital offers classes on disaster planning education and provides resources for emergency preparedness. [Source: www.henrymayo.com]; The National Weather Service (NWS) provides weather, water, and climate data, forecasts, and warnings for the protection of life and property. [Source: www.cityofaikensc.gov] 2003-02-03: The US government agencies, such as NORAD, USNORTHCOM, FEMA, and USACE, were involved in responding to disasters and emergencies in February 2003, including the Columbia Shuttle Disaster. [Source]; The government agencies were also involved in planning and preparing for disasters, including developing emergency response plans and conducting training exercises. [Source] 2003-01-27: The Federal Emergency Management Agency (FEMA) plays a crucial role in responding to disasters in the United States. [Source: www.esri.com];']"}
+{"batch_x": [290626656.0, 79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0], "batch_y": [138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0], "batch_x_timestamps_datetime64_ns": [1028160000000000000, 1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000, 1044057600000000000, 1046476800000000000], "batch_y_timestamps_datetime64_ns": [1049155200000000000, 1051747200000000000, 1054425600000000000, 1057017600000000000, 1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736]], "batch_text": "['Available facts are as follows: 2003-03-24: The Governor may declare a state of disaster and exercise emergency powers set out in the Texas Disaster Act. [Source: biotech.law.lsu.edu]; The worst affected states of the country were River Nile state, and in response to the disaster, emergency stocks were released. [Source: reliefweb.int] 2003-03-17: The Illinois Emergency Management Agency Act provides for emergency action by the State in the event of a disaster. [Source]; The World Trade Center attack in 2001 resulted in the destruction of the Emergency Operations Centre (EOC), which was later reconstituted. [Source]; The Governor of Illinois has the authority to issue a disaster proclamation, which can facilitate requests for federal emergency and/or disaster assistance. [Source]; The Sudanese Red Crescent Society (SRCS) established an emergency operations room to respond to drought and disaster response humanitarian activities. [Source]; The U.S. Forest Service has Incident Management Teams (IRTs) ready to deploy to emergency sites to manage incidents. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance, including disaster response and nutrition support. [Source] 2003-03-10: Objective facts about the Climate and Disaster situation: The United States has an array of Flood Observing and Warning Systems to respond to national security from emergencies and disaster - both natural and man-made. [Source: mrcc.purdue.edu]7.5% of the overall federal disaster expenditures are allocated to flood hazards in the United States. [Source: dam.assets.ohio.gov] 2003-03-03: The United States Federal Government has a system in place to provide assistance in the event of disasters and emergencies, including presidential declarations and federal emergency management plans. [Source: www.irs.gov, training.fema.gov]; There are federal regulations and guidelines in place for emergency preparedness and response, including those for nursing homes and libraries. [Source: ahca.myflorida.com, www.law.cornell.edu]; The United States has international collaborations and efforts in place for disaster management and emergency response, including with the United Nations and other organizations. [Source: www.iom.int, www.usip.org];'\n 'Available facts are as follows: 2003-03-24: The Governor may declare a state of disaster and exercise emergency powers set out in the Texas Disaster Act. [Source: biotech.law.lsu.edu]; The worst affected states of the country were River Nile state, and in response to the disaster, emergency stocks were released. [Source: reliefweb.int] 2003-03-17: The Illinois Emergency Management Agency Act provides for emergency action by the State in the event of a disaster. [Source]; The World Trade Center attack in 2001 resulted in the destruction of the Emergency Operations Centre (EOC), which was later reconstituted. [Source]; The Governor of Illinois has the authority to issue a disaster proclamation, which can facilitate requests for federal emergency and/or disaster assistance. [Source]; The Sudanese Red Crescent Society (SRCS) established an emergency operations room to respond to drought and disaster response humanitarian activities. [Source]; The U.S. Forest Service has Incident Management Teams (IRTs) ready to deploy to emergency sites to manage incidents. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance, including disaster response and nutrition support. [Source] 2003-03-10: Objective facts about the Climate and Disaster situation: The United States has an array of Flood Observing and Warning Systems to respond to national security from emergencies and disaster - both natural and man-made. [Source: mrcc.purdue.edu]7.5% of the overall federal disaster expenditures are allocated to flood hazards in the United States. [Source: dam.assets.ohio.gov] 2003-03-03: The United States Federal Government has a system in place to provide assistance in the event of disasters and emergencies, including presidential declarations and federal emergency management plans. [Source: www.irs.gov, training.fema.gov]; There are federal regulations and guidelines in place for emergency preparedness and response, including those for nursing homes and libraries. [Source: ahca.myflorida.com, www.law.cornell.edu]; The United States has international collaborations and efforts in place for disaster management and emergency response, including with the United Nations and other organizations. [Source: www.iom.int, www.usip.org];']"}
+{"batch_x": [79985200.0, 146941088.0, 109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0], "batch_y": [132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0], "batch_x_timestamps_datetime64_ns": [1030838400000000000, 1033430400000000000, 1036108800000000000, 1038700800000000000, 1041379200000000000, 1044057600000000000, 1046476800000000000, 1049155200000000000], "batch_y_timestamps_datetime64_ns": [1051747200000000000, 1054425600000000000, 1057017600000000000, 1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2003-04-21: The U.S. Army Corps of Engineers Sacramento District is raising the height of both the Main and Auxiliary Dams by 16 feet to reduce flood risk. [Source: www.spk.usace.army.mil]; The Hazard, Risk and Vulnerability Analysis Tool Kit (HRVA) helps work towards disaster-resilient communities. [Source: www.preventionweb.net] 2003-04-14: The chapter on Sociology, Disasters, and Emergency Management summarizes the contributions of sociologists to the study of disasters and the profession of emergency management. [Source: training.fema.gov] 2003-04-07: NA. 2003-03-31: The United States Government has a responsibility to prevent, prepare for, respond to, and recover from terrorist attacks, major disasters, and other emergencies. [Source];'\n 'Available facts are as follows: 2003-04-21: The U.S. Army Corps of Engineers Sacramento District is raising the height of both the Main and Auxiliary Dams by 16 feet to reduce flood risk. [Source: www.spk.usace.army.mil]; The Hazard, Risk and Vulnerability Analysis Tool Kit (HRVA) helps work towards disaster-resilient communities. [Source: www.preventionweb.net] 2003-04-14: The chapter on Sociology, Disasters, and Emergency Management summarizes the contributions of sociologists to the study of disasters and the profession of emergency management. [Source: training.fema.gov] 2003-04-07: NA. 2003-03-31: The United States Government has a responsibility to prevent, prepare for, respond to, and recover from terrorist attacks, major disasters, and other emergencies. [Source];']"}
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[Source]; The US Army Corps of Engineers has a role in emergency response, as seen in their logo and PPE website. [Source]; There were emergency responses to disasters in Central America and Southern Africa in 2003, involving international aid and airlifts. [Source] 2003-05-19: The National Centers for Environmental Information reported on global hazards in May 2003, including a state of emergency declaration from Governor Togiola Tulafono and a federal disaster area designation. [Source: www.ncei.noaa.gov]; The Federation's mission is to improve the lives of vulnerable people by mobilizing the power of humanity, and they allocated funds for disaster relief in Namibia in May 2003. [Source: reliefweb.int] 2003-05-12: Objective facts about the Climate and Disaster situation: Floods are the most common natural disaster in the United States, and can result from rain, snow, coastal storms, storm surges, and overflows of dams. [Source: www.hamiltonready.org]The United States Government (USG) has provided emergency assistance to those affected by war in the Mano River Countries since 1990. [Source: reliefweb.int] 2003-05-05: The United States experienced severe weather events in May 2003, including tornadoes in Oklahoma City on May 8 and tornadoes in other areas on May 10. [Source: www.weather.gov]; A state of emergency was declared in Azerbaijan due to floods on May 5, 2003. [Source: reliefweb.int]; The Japanese Red Cross-funded disaster preparedness program proved effective in the Pacific Region during several emergencies in 2002. [Source: reliefweb.int];\"\n \"Available facts are as follows: 2003-05-26: The United States government has laws and regulations in place to respond to international health emergencies and disasters, such as Public Law 108-25. [Source]; The US Army Corps of Engineers has a role in emergency response, as seen in their logo and PPE website. [Source]; There were emergency responses to disasters in Central America and Southern Africa in 2003, involving international aid and airlifts. [Source] 2003-05-19: The National Centers for Environmental Information reported on global hazards in May 2003, including a state of emergency declaration from Governor Togiola Tulafono and a federal disaster area designation. [Source: www.ncei.noaa.gov]; The Federation's mission is to improve the lives of vulnerable people by mobilizing the power of humanity, and they allocated funds for disaster relief in Namibia in May 2003. [Source: reliefweb.int] 2003-05-12: Objective facts about the Climate and Disaster situation: Floods are the most common natural disaster in the United States, and can result from rain, snow, coastal storms, storm surges, and overflows of dams. [Source: www.hamiltonready.org]The United States Government (USG) has provided emergency assistance to those affected by war in the Mano River Countries since 1990. [Source: reliefweb.int] 2003-05-05: The United States experienced severe weather events in May 2003, including tornadoes in Oklahoma City on May 8 and tornadoes in other areas on May 10. [Source: www.weather.gov]; A state of emergency was declared in Azerbaijan due to floods on May 5, 2003. [Source: reliefweb.int]; The Japanese Red Cross-funded disaster preparedness program proved effective in the Pacific Region during several emergencies in 2002. [Source: reliefweb.int];\"]"}
+{"batch_x": [109638960.0, 142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0], "batch_y": [67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0], "batch_x_timestamps_datetime64_ns": [1036108800000000000, 1038700800000000000, 1041379200000000000, 1044057600000000000, 1046476800000000000, 1049155200000000000, 1051747200000000000, 1054425600000000000], "batch_y_timestamps_datetime64_ns": [1057017600000000000, 1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174]], "batch_text": "['Available facts are as follows: 2003-06-23: The US government has official websites and regulations in place for emergency response and planning, including the Occupational Safety and Health Administration (OSHA) and the Federal Emergency Management Agency (FEMA). [Source]; The US Army Corps of Engineers has partnerships with federal biologists to study and mitigate the effects of natural disasters. [Source]; The Food and Agriculture Organization (FAO) of the United Nations provides assistance to establish disaster response plans and emergency situations. [Source] 2003-06-16: The United States government has official websites with.mil and.gov domains that provide information on disaster relief and emergency management. [Source: www.mycg.uscg.mil, www.fema.gov] 2003-06-09: The United States Federal Government has a Federal Emergency Management Agency (FEMA) that plays a crucial role in responding to emergencies and disasters. [Source: www.weather.gov]; The U.S. Army Corps of Engineers is involved in reducing disaster risk and delivering vital engineering solutions to secure the nation. [Source: www.usace.army.mil] 2003-06-02: The United States is one of the most vulnerable areas for natural disasters, such as hurricanes. [Source: sfyl.ifas.ufl.edu]; In 1992, Hurricane Andrew, the most powerful storm in Miami, occurred. [Source: sfyl.ifas.ufl.edu]; The National Guard personnel were mobilized in response to emergencies and disasters. [Source: www.weather.gov]; The United States government has a responsibility to take care of victims of natural disasters and other emergencies occurring on its territory. [Source: www.adrc.asia];'\n 'Available facts are as follows: 2003-06-23: The US government has official websites and regulations in place for emergency response and planning, including the Occupational Safety and Health Administration (OSHA) and the Federal Emergency Management Agency (FEMA). [Source]; The US Army Corps of Engineers has partnerships with federal biologists to study and mitigate the effects of natural disasters. [Source]; The Food and Agriculture Organization (FAO) of the United Nations provides assistance to establish disaster response plans and emergency situations. [Source] 2003-06-16: The United States government has official websites with.mil and.gov domains that provide information on disaster relief and emergency management. [Source: www.mycg.uscg.mil, www.fema.gov] 2003-06-09: The United States Federal Government has a Federal Emergency Management Agency (FEMA) that plays a crucial role in responding to emergencies and disasters. [Source: www.weather.gov]; The U.S. Army Corps of Engineers is involved in reducing disaster risk and delivering vital engineering solutions to secure the nation. [Source: www.usace.army.mil] 2003-06-02: The United States is one of the most vulnerable areas for natural disasters, such as hurricanes. [Source: sfyl.ifas.ufl.edu]; In 1992, Hurricane Andrew, the most powerful storm in Miami, occurred. [Source: sfyl.ifas.ufl.edu]; The National Guard personnel were mobilized in response to emergencies and disasters. [Source: www.weather.gov]; The United States government has a responsibility to take care of victims of natural disasters and other emergencies occurring on its territory. [Source: www.adrc.asia];']"}
+{"batch_x": [142789120.0, 260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0], "batch_y": [1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0], "batch_x_timestamps_datetime64_ns": [1038700800000000000, 1041379200000000000, 1044057600000000000, 1046476800000000000, 1049155200000000000, 1051747200000000000, 1054425600000000000, 1057017600000000000], "batch_y_timestamps_datetime64_ns": [1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484]], "batch_text": "['Available facts are as follows: 2003-07-21: The Pepcon disaster occurred in 1988 at Henderson, Nevada, USA, with explosions equivalent to more than 2 kilotons of TNT. [Source: www.osti.gov]; The Bhopal MIC disaster occurred in 1983, and its aftermath led to the development of emergency response protocols in the United States. [Source: www.cdpr.ca.gov] 2003-07-14: The United States and many parts of the world are at significant risk of natural and technological disaster, exacerbated by escalating population growth. [Source: www.unisdr.org] 2003-07-07: Objective facts about the Climate and Disaster situation:The World Health Organization (WHO) and the Pan American Health Organization (PAHO) have guidelines for the use of foreign field hospitals in disaster response, highlighting their success in complex disasters. [Source: www.paho.org] 2003-06-30: There was a focus on emergency disaster plans and relief efforts in various states in the United States around July 1, 2003. [Source];'\n 'Available facts are as follows: 2003-07-21: The Pepcon disaster occurred in 1988 at Henderson, Nevada, USA, with explosions equivalent to more than 2 kilotons of TNT. [Source: www.osti.gov]; The Bhopal MIC disaster occurred in 1983, and its aftermath led to the development of emergency response protocols in the United States. [Source: www.cdpr.ca.gov] 2003-07-14: The United States and many parts of the world are at significant risk of natural and technological disaster, exacerbated by escalating population growth. [Source: www.unisdr.org] 2003-07-07: Objective facts about the Climate and Disaster situation:The World Health Organization (WHO) and the Pan American Health Organization (PAHO) have guidelines for the use of foreign field hospitals in disaster response, highlighting their success in complex disasters. [Source: www.paho.org] 2003-06-30: There was a focus on emergency disaster plans and relief efforts in various states in the United States around July 1, 2003. [Source];']"}
+{"batch_x": [260195232.0, 131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0], "batch_y": [1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0], "batch_x_timestamps_datetime64_ns": [1041379200000000000, 1044057600000000000, 1046476800000000000, 1049155200000000000, 1051747200000000000, 1054425600000000000, 1057017600000000000, 1059696000000000000], "batch_y_timestamps_datetime64_ns": [1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174]], "batch_text": "[\"Available facts are as follows: 2003-08-25: The Florida Division of Emergency Management has a library containing the State of Florida's plans and procedures for dealing with a disaster. [Source: www.floridadisaster.org]; The Mississippi Emergency Medical Services for Children Program aims to prevent and reduce childhood, adolescent, and youth death and disability due to emergencies. [Source: msdh.ms.gov]; The CDC provides fact sheets on emergency preparedness and response, including information on riot control agents and mold hazards during disaster cleanup. [Source: emergency.cdc.gov]; The State Office of Risk Management in Texas has emergency response protocols in place to deal with natural or man-made calamities. [Source: www.sorm.state.tx.us] 2003-08-18: The United States government has enacted laws and regulations to provide relief opportunities for students affected by disasters, and to respond to emergencies and disasters at the federal, state, and local levels. [Source] 2003-08-11: The United States government provides emergency response and disaster relief through various agencies, including the Federal Emergency Management Agency (FEMA) and the U.S. Department of Agriculture's Farm Service Agency. [Source]; In the event of a major disaster, the President can declare a state of emergency, and states can receive grants for community emergency management activities. [Source]; The U.S. Army Corps of Engineers has a history of responding to disasters and emergencies, demonstrating its ability to adapt to crisis situations. [Source] 2003-08-04: The International Monetary Fund (IMF) has a facility for Emergency Natural Disaster Assistance, which was reviewed in 2000. [Source]; The US has laws and regulations in place for emergency response and disaster relief, such as the Emergency Supplemental Appropriations for Recovery from and Response to Terrorist Attacks on the United States Act, 2002. [Source]; The US Department of Transportation has safety standards for child restraint systems, which were revised in 2003. [Source]; The Michigan State Police Emergency Management Division has a role in reviewing mitigation plans for hazards and risks. [Source]; The US has a system for emergency preparedness and response, including epidemiological studies and radon safety measures. [Source]; Poison control centers in the US provide telephone consultation and direct services to the public, emergency medical services, and healthcare providers. [Source]; The US Agency for International Development (USAID) has an Office of U.S. Foreign Disaster Assistance (OFDA) that provides humanitarian assistance. [Source]; Washington State has a system for emergency medical services and trauma care, including response to severe weather and natural disasters. [Source]; China has a system for consular protection and services overseas, including emergency response to natural disasters. [Source]; Sudan has experienced flooding and food security issues, and has received disaster relief funding from organizations such as the Disaster Relief Emergency Fund (DREF). [Source];\"\n \"Available facts are as follows: 2003-08-25: The Florida Division of Emergency Management has a library containing the State of Florida's plans and procedures for dealing with a disaster. [Source: www.floridadisaster.org]; The Mississippi Emergency Medical Services for Children Program aims to prevent and reduce childhood, adolescent, and youth death and disability due to emergencies. [Source: msdh.ms.gov]; The CDC provides fact sheets on emergency preparedness and response, including information on riot control agents and mold hazards during disaster cleanup. [Source: emergency.cdc.gov]; The State Office of Risk Management in Texas has emergency response protocols in place to deal with natural or man-made calamities. [Source: www.sorm.state.tx.us] 2003-08-18: The United States government has enacted laws and regulations to provide relief opportunities for students affected by disasters, and to respond to emergencies and disasters at the federal, state, and local levels. [Source] 2003-08-11: The United States government provides emergency response and disaster relief through various agencies, including the Federal Emergency Management Agency (FEMA) and the U.S. Department of Agriculture's Farm Service Agency. [Source]; In the event of a major disaster, the President can declare a state of emergency, and states can receive grants for community emergency management activities. [Source]; The U.S. Army Corps of Engineers has a history of responding to disasters and emergencies, demonstrating its ability to adapt to crisis situations. [Source] 2003-08-04: The International Monetary Fund (IMF) has a facility for Emergency Natural Disaster Assistance, which was reviewed in 2000. [Source]; The US has laws and regulations in place for emergency response and disaster relief, such as the Emergency Supplemental Appropriations for Recovery from and Response to Terrorist Attacks on the United States Act, 2002. [Source]; The US Department of Transportation has safety standards for child restraint systems, which were revised in 2003. [Source]; The Michigan State Police Emergency Management Division has a role in reviewing mitigation plans for hazards and risks. [Source]; The US has a system for emergency preparedness and response, including epidemiological studies and radon safety measures. [Source]; Poison control centers in the US provide telephone consultation and direct services to the public, emergency medical services, and healthcare providers. [Source]; The US Agency for International Development (USAID) has an Office of U.S. Foreign Disaster Assistance (OFDA) that provides humanitarian assistance. [Source]; Washington State has a system for emergency medical services and trauma care, including response to severe weather and natural disasters. [Source]; China has a system for consular protection and services overseas, including emergency response to natural disasters. [Source]; Sudan has experienced flooding and food security issues, and has received disaster relief funding from organizations such as the Disaster Relief Emergency Fund (DREF). [Source];\"]"}
+{"batch_x": [131922024.0, 493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0], "batch_y": [168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0], "batch_x_timestamps_datetime64_ns": [1044057600000000000, 1046476800000000000, 1049155200000000000, 1051747200000000000, 1054425600000000000, 1057017600000000000, 1059696000000000000, 1062374400000000000], "batch_y_timestamps_datetime64_ns": [1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339]], "batch_text": "['Available facts are as follows: 2003-09-22: The United States has a system in place for responding to disasters, including the National Urban Search and Rescue (US&R) Response System and the Federal Response Plan for implementation of the Robert T. Stafford Disaster Relief and Emergency Assistance Act. [Source: www.fema.gov]; The President of the United States can declare a major disaster, which triggers federal assistance. [Source: web1.dhrm.virginia.gov] 2003-09-15: Objective facts about the Climate and Disaster situation: The Federal Emergency Management Agency (FEMA) provides resources for disaster preparedness and response, including mitigation case studies and emergency supplies recommendations. [Source: www.fema.gov, www.irmi.com]The U.S. Department of Homeland Security recommends that families store emergency supplies, including food and water, in preparation for disasters. [Source: www.irmi.com]The National Flood Insurance Program provides resources for flood risk management and insurance. [Source: agents.floodsmart.gov] 2003-09-08: The United States government has established various agencies and programs to respond to disasters and emergencies, such as FEMA, the September 11th Victim Compensation Fund, and the Office of U.S. Foreign Disaster Assistance (OFDA). [Source] 2003-09-01: The terms \"emergency\", \"disaster\", and \"act of God\" are often used interchangeably to describe sudden and unforeseen events that require immediate response and management. [Source];'\n 'Available facts are as follows: 2003-09-22: The United States has a system in place for responding to disasters, including the National Urban Search and Rescue (US&R) Response System and the Federal Response Plan for implementation of the Robert T. Stafford Disaster Relief and Emergency Assistance Act. [Source: www.fema.gov]; The President of the United States can declare a major disaster, which triggers federal assistance. [Source: web1.dhrm.virginia.gov] 2003-09-15: Objective facts about the Climate and Disaster situation: The Federal Emergency Management Agency (FEMA) provides resources for disaster preparedness and response, including mitigation case studies and emergency supplies recommendations. [Source: www.fema.gov, www.irmi.com]The U.S. Department of Homeland Security recommends that families store emergency supplies, including food and water, in preparation for disasters. [Source: www.irmi.com]The National Flood Insurance Program provides resources for flood risk management and insurance. [Source: agents.floodsmart.gov] 2003-09-08: The United States government has established various agencies and programs to respond to disasters and emergencies, such as FEMA, the September 11th Victim Compensation Fund, and the Office of U.S. Foreign Disaster Assistance (OFDA). [Source] 2003-09-01: The terms \"emergency\", \"disaster\", and \"act of God\" are often used interchangeably to describe sudden and unforeseen events that require immediate response and management. [Source];']"}
+{"batch_x": [493310368.0, 138349440.0, 132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0], "batch_y": [184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0], "batch_x_timestamps_datetime64_ns": [1046476800000000000, 1049155200000000000, 1051747200000000000, 1054425600000000000, 1057017600000000000, 1059696000000000000, 1062374400000000000, 1064966400000000000], "batch_y_timestamps_datetime64_ns": [1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114]], "batch_text": "[\"Available facts are as follows: 2003-10-20: The United States government has official websites and agencies dedicated to disaster preparedness and response, such as Regulations.gov and the Office of U.S. Foreign Disaster Assistance (OFDA). [Source]; Hospitals and healthcare providers have a fundamental responsibility to prepare for disasters and have emergency plans in place. [Source] 2003-10-13: In 1999, states in the US spent $1.9 billion on disaster preparedness and mitigation. [Source]; The Illinois Emergency Management Agency (IEMA) appealed FEMA's denial of federal assistance for tornado relief in 2003. [Source] 2003-10-06: The United States Federal Emergency Management Agency (FEMA) provides relief to states following a major disaster declaration. [Source: www.nrdc.org] 2003-09-29: The United States government provides funding for disaster relief and emergency assistance through the Department of Homeland Security (DHS) and other agencies. [Source];\"\n \"Available facts are as follows: 2003-10-20: The United States government has official websites and agencies dedicated to disaster preparedness and response, such as Regulations.gov and the Office of U.S. Foreign Disaster Assistance (OFDA). [Source]; Hospitals and healthcare providers have a fundamental responsibility to prepare for disasters and have emergency plans in place. [Source] 2003-10-13: In 1999, states in the US spent $1.9 billion on disaster preparedness and mitigation. [Source]; The Illinois Emergency Management Agency (IEMA) appealed FEMA's denial of federal assistance for tornado relief in 2003. [Source] 2003-10-06: The United States Federal Emergency Management Agency (FEMA) provides relief to states following a major disaster declaration. [Source: www.nrdc.org] 2003-09-29: The United States government provides funding for disaster relief and emergency assistance through the Department of Homeland Security (DHS) and other agencies. [Source];\"]"}
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[Source] 2003-11-17: The western United States experienced severe to extreme drought in November 2003. [Source: www.ncei.noaa.gov]; Natural disasters, such as those experienced in the United States, can cause a rise in imports during the disaster recovery phase. [Source: www.wto.org] 2003-11-10: The United States has various emergency response and disaster management systems in place, including the Federal Emergency Management Agency (FEMA) and the U.S. Army Corps of Engineers. [Source: www.ojp.gov, www.usace.army.mil]; There are guidelines and protocols for emergency response, such as the Canadian Guidelines for Intervention During a Nuclear Emergency and the National Task Force on Emergency Response. [Source: www.canada.ca, www.mnhs.org]; Disasters can have significant impacts on communities, and there are efforts to assess and mitigate these impacts, such as the Federal Emergency Management Agency's (FEMA) disaster risk reduction initiatives. [Source: ascelibrary.org] 2003-11-03: The United States has experienced significant disasters, including Hurricane Andrew, and has established emergency management organizations and agencies to respond to these events. [Source: www.buyteknet.info]; The Disaster Relief Act of 1974 (42 U.S.C. 5121) provides authority for emergency response activities. [Source: www.everycrsreport.com]; The U.S. National Weather Service has dedicated a new building for disaster preparedness and response. [Source: www.weather.gov];\"\n \"Available facts are as follows: 2003-11-24: The United States government has regulations and programs in place to respond to emergency situations, including natural disasters and man-made disasters, such as terrorist attacks. [Source] 2003-11-17: The western United States experienced severe to extreme drought in November 2003. [Source: www.ncei.noaa.gov]; Natural disasters, such as those experienced in the United States, can cause a rise in imports during the disaster recovery phase. [Source: www.wto.org] 2003-11-10: The United States has various emergency response and disaster management systems in place, including the Federal Emergency Management Agency (FEMA) and the U.S. Army Corps of Engineers. [Source: www.ojp.gov, www.usace.army.mil]; There are guidelines and protocols for emergency response, such as the Canadian Guidelines for Intervention During a Nuclear Emergency and the National Task Force on Emergency Response. [Source: www.canada.ca, www.mnhs.org]; Disasters can have significant impacts on communities, and there are efforts to assess and mitigate these impacts, such as the Federal Emergency Management Agency's (FEMA) disaster risk reduction initiatives. [Source: ascelibrary.org] 2003-11-03: The United States has experienced significant disasters, including Hurricane Andrew, and has established emergency management organizations and agencies to respond to these events. [Source: www.buyteknet.info]; The Disaster Relief Act of 1974 (42 U.S.C. 5121) provides authority for emergency response activities. [Source: www.everycrsreport.com]; The U.S. National Weather Service has dedicated a new building for disaster preparedness and response. [Source: www.weather.gov];\"]"}
+{"batch_x": [132423736.0, 116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0], "batch_y": [137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0], "batch_x_timestamps_datetime64_ns": [1051747200000000000, 1054425600000000000, 1057017600000000000, 1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000], "batch_y_timestamps_datetime64_ns": [1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975]], "batch_text": "['Available facts are as follows: 2003-12-22: The following disasters occurred in December 2003: floods in Santa Fe Province, Argentina; floods in Haiti; an earthquake in an unspecified location; and a disaster in Paso Robles, California. [Source] 2003-12-15: In the United States, the federal government has created new homeland security organizations and urged state and local governments to draw up plans for emergency response. [Source: pubmed.ncbi.nlm.nih.gov]; The Stafford Disaster Relief and Emergency Assistance Act defines \"major disaster\" and \"emergency\" in the context of national preparedness. [Source: www.govinfo.gov]; The United States has experienced a significant number of extreme weather and climate events, with 46 events occurring since 1990. [Source: www.ncei.noaa.gov] 2003-12-08: Objective facts about the Climate and Disaster situation:The United States has experienced numerous disaster emergencies, including flooding in Alaska, with over 190 responses since 1977 [Source: www.gao.gov]. There are guidelines and regulations in place for emergency response and recovery, including those for disaster preparedness and response in the United States [Source: onlinelibrary.wiley.com]. 2003-12-01: The Joint Commission provides guidelines for staffing emergency management, including disaster incidents, and emphasizes the importance of training and support for staff and volunteers during emergencies. [Source]; The International Committee of the Red Cross (ICRC) and the Red Cross and Red Crescent Movement emphasize the importance of disaster and emergency relief operations, and encourage states to implement the United Nations International Strategy for Disaster Reduction. [Source]; The Centers for Disease Control and Prevention (CDC) provide guidelines for hospital response to mass casualties from a radiological emergency, including planning and equipment decontamination. [Source];'\n 'Available facts are as follows: 2003-12-22: The following disasters occurred in December 2003: floods in Santa Fe Province, Argentina; floods in Haiti; an earthquake in an unspecified location; and a disaster in Paso Robles, California. [Source] 2003-12-15: In the United States, the federal government has created new homeland security organizations and urged state and local governments to draw up plans for emergency response. [Source: pubmed.ncbi.nlm.nih.gov]; The Stafford Disaster Relief and Emergency Assistance Act defines \"major disaster\" and \"emergency\" in the context of national preparedness. [Source: www.govinfo.gov]; The United States has experienced a significant number of extreme weather and climate events, with 46 events occurring since 1990. [Source: www.ncei.noaa.gov] 2003-12-08: Objective facts about the Climate and Disaster situation:The United States has experienced numerous disaster emergencies, including flooding in Alaska, with over 190 responses since 1977 [Source: www.gao.gov]. There are guidelines and regulations in place for emergency response and recovery, including those for disaster preparedness and response in the United States [Source: onlinelibrary.wiley.com]. 2003-12-01: The Joint Commission provides guidelines for staffing emergency management, including disaster incidents, and emphasizes the importance of training and support for staff and volunteers during emergencies. [Source]; The International Committee of the Red Cross (ICRC) and the Red Cross and Red Crescent Movement emphasize the importance of disaster and emergency relief operations, and encourage states to implement the United Nations International Strategy for Disaster Reduction. [Source]; The Centers for Disease Control and Prevention (CDC) provide guidelines for hospital response to mass casualties from a radiological emergency, including planning and equipment decontamination. [Source];']"}
+{"batch_x": [116112112.0, 67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0], "batch_y": [180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0], "batch_x_timestamps_datetime64_ns": [1054425600000000000, 1057017600000000000, 1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000], "batch_y_timestamps_datetime64_ns": [1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2004-01-26: The United States has policies in place to protect its agriculture and food system from terrorist attacks, major disasters, and other emergencies. [Source: www.govinfo.gov]; Mangroves and wetland marshes can help protect against cyclone storm surges and floods. [Source: inee.org]; The U.S. Agency for International Development has an office dedicated to foreign disaster assistance. [Source: response.reliefweb.int]; The United Nations General Assembly has expressed appreciation to Member States and other stakeholders for their efforts in responding to emergencies and disasters. [Source: documents.un.org] 2004-01-19: Children are affected differently by disasters than adults, with unique needs during and after disasters. [Source: www.cdc.gov] 2004-01-12: The four phases of disaster management are Mitigation, Preparedness, Response, and Recovery. [Source: training.fema.gov]; The U.S. Department of Homeland Security (DHS) and Federal Emergency Management Agency (FEMA) play key roles in disaster response and preparedness. [Source: www.osha.gov]; The National Flood Insurance Program (NFIP) was established to provide flood insurance to communities, with participation growing slowly until Hurricane Agnes in 1972. [Source: www.fema.gov] 2004-01-05: The State of Hawaii has an Emergency Alert System (EAS) plan in place, which enables the President of the United States to address the American public during emergency situations. [Source: dod.hawaii.gov]; The County Board of Commissioners of Washington County, Kansas has the responsibility to protect the inhabitants of the county from natural hazards and disasters. [Source: washingtoncountyks.gov]; The National Center for Disaster Preparedness provides guidelines for response to cardiac arrest and selected life-threatening medical emergencies. [Source: www.ahajournals.org];'\n 'Available facts are as follows: 2004-01-26: The United States has policies in place to protect its agriculture and food system from terrorist attacks, major disasters, and other emergencies. [Source: www.govinfo.gov]; Mangroves and wetland marshes can help protect against cyclone storm surges and floods. [Source: inee.org]; The U.S. Agency for International Development has an office dedicated to foreign disaster assistance. [Source: response.reliefweb.int]; The United Nations General Assembly has expressed appreciation to Member States and other stakeholders for their efforts in responding to emergencies and disasters. [Source: documents.un.org] 2004-01-19: Children are affected differently by disasters than adults, with unique needs during and after disasters. [Source: www.cdc.gov] 2004-01-12: The four phases of disaster management are Mitigation, Preparedness, Response, and Recovery. [Source: training.fema.gov]; The U.S. Department of Homeland Security (DHS) and Federal Emergency Management Agency (FEMA) play key roles in disaster response and preparedness. [Source: www.osha.gov]; The National Flood Insurance Program (NFIP) was established to provide flood insurance to communities, with participation growing slowly until Hurricane Agnes in 1972. [Source: www.fema.gov] 2004-01-05: The State of Hawaii has an Emergency Alert System (EAS) plan in place, which enables the President of the United States to address the American public during emergency situations. [Source: dod.hawaii.gov]; The County Board of Commissioners of Washington County, Kansas has the responsibility to protect the inhabitants of the county from natural hazards and disasters. [Source: washingtoncountyks.gov]; The National Center for Disaster Preparedness provides guidelines for response to cardiac arrest and selected life-threatening medical emergencies. [Source: www.ahajournals.org];']"}
+{"batch_x": [67792816.0, 1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0], "batch_y": [151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0], "batch_x_timestamps_datetime64_ns": [1057017600000000000, 1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000], "batch_y_timestamps_datetime64_ns": [1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2004-02-23: The Regional Emergency Operations Center coordinates activities in handling major emergency and disaster events at the federal, state, and county levels. [Source: www.washoecounty.gov] 2004-02-16: The Disaster Relief Emergency Fund (DREF) allocated CHF 200,000 for the floods in Kassala State, Sudan in 2003. [Source]; The United Nations Office for the Coordination of Humanitarian Affairs reported that the current appeal coverage for the floods in Kassala State, Sudan was 97.4%. [Source] 2004-02-09: The California Fires Coordination Group directed the execution of the State Emergency Plan and declared a State of Emergency on February 13, 2004. [Source]; The President of the Federated States of Micronesia can determine if an emergency or disaster requires a greater response from the United States. [Source]; The government of New Zealand does not have a regular budgetary allocation for disaster management. [Source]; The United States Federal Government has official websites for regulations and emergency management, such as regulations.gov and fema.gov. [Source] 2004-02-02: The US Federal Emergency Management Agency (FEMA) has guidelines for designing and constructing community shelters, which were updated on October 31, 2020. [Source]; The US Agency for International Development's Bureau for Democracy, Conflict, and Humanitarian Assistance (DCHA) Office of U.S. Foreign Disaster Assistance reported on a complex emergency situation in Liberia in February 2004. [Source];\"\n \"Available facts are as follows: 2004-02-23: The Regional Emergency Operations Center coordinates activities in handling major emergency and disaster events at the federal, state, and county levels. [Source: www.washoecounty.gov] 2004-02-16: The Disaster Relief Emergency Fund (DREF) allocated CHF 200,000 for the floods in Kassala State, Sudan in 2003. [Source]; The United Nations Office for the Coordination of Humanitarian Affairs reported that the current appeal coverage for the floods in Kassala State, Sudan was 97.4%. [Source] 2004-02-09: The California Fires Coordination Group directed the execution of the State Emergency Plan and declared a State of Emergency on February 13, 2004. [Source]; The President of the Federated States of Micronesia can determine if an emergency or disaster requires a greater response from the United States. [Source]; The government of New Zealand does not have a regular budgetary allocation for disaster management. [Source]; The United States Federal Government has official websites for regulations and emergency management, such as regulations.gov and fema.gov. [Source] 2004-02-02: The US Federal Emergency Management Agency (FEMA) has guidelines for designing and constructing community shelters, which were updated on October 31, 2020. [Source]; The US Agency for International Development's Bureau for Democracy, Conflict, and Humanitarian Assistance (DCHA) Office of U.S. Foreign Disaster Assistance reported on a complex emergency situation in Liberia in February 2004. [Source];\"]"}
+{"batch_x": [1352561024.0, 1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0], "batch_y": [200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0], "batch_x_timestamps_datetime64_ns": [1059696000000000000, 1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000], "batch_y_timestamps_datetime64_ns": [1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2004-03-22: The United States experiences frequent natural disasters, including floods, which result in significant economic losses, with over $1 billion in flood damages each year. [Source: www.gao.gov]; The country has various emergency response plans and agencies in place to mitigate the impact of disasters, such as the Federal Emergency Management Agency (FEMA) and the U.S. Coast Guard. [Source: loveman.sdsu.edu, ops.fhwa.dot.gov]; In 2004, there were specific instances of natural disasters in the United States, including a flood emergency in North Dakota and a famous disaster in Johnstown, Pennsylvania. [Source: www.ncei.noaa.gov, www.tceq.texas.gov] 2004-03-15: The Federal Emergency Management Agency (FEMA) plays a critical role in responding to disasters and emergencies in the United States. [Source]; The Governor of an affected state appoints a State Coordinating Officer (SCO) to coordinate state disaster assistance efforts with those of the Federal government. [Source]; In the event of a disaster, state and federal disaster funding is provided to support relief efforts. [Source] 2004-03-08: The Emergency Management Committee in Stillwater, NY prepared a plan in coordination with Saratoga County and the State Office of Emergency Management in 2004. [Source]; The State Coordinating Officer (SCO) is responsible for directing emergency functions in New Hampshire, including disaster services performed outside the United States. [Source]; The Comprehensive Emergency Management Plan in St. Lawrence County, NY outlines the procedures for emergency response, including the issuance of a State Disaster Emergency Declaration. [Source]; The US government has a Disaster Emergency Fund Code (DEFC) for emergency response and recovery efforts. [Source]; The National Transportation Safety Board (NTSB) investigated a train derailment in 2004 and found that emergency responders were prepared to handle a hazardous materials disaster. [Source] 2004-03-01: The United States Government has official websites and agencies dedicated to emergency management and disaster relief, such as FEMA and the Office of U.S. Foreign Disaster Assistance. [Source];'\n 'Available facts are as follows: 2004-03-22: The United States experiences frequent natural disasters, including floods, which result in significant economic losses, with over $1 billion in flood damages each year. [Source: www.gao.gov]; The country has various emergency response plans and agencies in place to mitigate the impact of disasters, such as the Federal Emergency Management Agency (FEMA) and the U.S. Coast Guard. [Source: loveman.sdsu.edu, ops.fhwa.dot.gov]; In 2004, there were specific instances of natural disasters in the United States, including a flood emergency in North Dakota and a famous disaster in Johnstown, Pennsylvania. [Source: www.ncei.noaa.gov, www.tceq.texas.gov] 2004-03-15: The Federal Emergency Management Agency (FEMA) plays a critical role in responding to disasters and emergencies in the United States. [Source]; The Governor of an affected state appoints a State Coordinating Officer (SCO) to coordinate state disaster assistance efforts with those of the Federal government. [Source]; In the event of a disaster, state and federal disaster funding is provided to support relief efforts. [Source] 2004-03-08: The Emergency Management Committee in Stillwater, NY prepared a plan in coordination with Saratoga County and the State Office of Emergency Management in 2004. [Source]; The State Coordinating Officer (SCO) is responsible for directing emergency functions in New Hampshire, including disaster services performed outside the United States. [Source]; The Comprehensive Emergency Management Plan in St. Lawrence County, NY outlines the procedures for emergency response, including the issuance of a State Disaster Emergency Declaration. [Source]; The US government has a Disaster Emergency Fund Code (DEFC) for emergency response and recovery efforts. [Source]; The National Transportation Safety Board (NTSB) investigated a train derailment in 2004 and found that emergency responders were prepared to handle a hazardous materials disaster. [Source] 2004-03-01: The United States Government has official websites and agencies dedicated to emergency management and disaster relief, such as FEMA and the Office of U.S. Foreign Disaster Assistance. [Source];']"}
+{"batch_x": [1206244224.0, 168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0], "batch_y": [27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0], "batch_x_timestamps_datetime64_ns": [1062374400000000000, 1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000], "batch_y_timestamps_datetime64_ns": [1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.16575342416763306], [-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2004-04-19: The USAID's Office of U.S. Foreign Disaster Assistance (USAID/OFDA) has deployed field staff to Sudan to assess the extent of the humanitarian emergency situation. [Source: reliefweb.int] 2004-04-12: The United States has guidelines and systems in place for dam safety, emergency action planning, and response to disasters, including federal guidance to state and local emergency management authorities. [Source: www.ferc.gov]; The Incident Command System (ICS) is a widely used concept in emergency management and incident response in the United States. [Source: firescope.caloes.ca.gov]; The Federal Emergency Management Agency (FEMA) has declared disasters and provided federal assistance in response to emergencies, such as Typhoon Sudal in Yap. [Source: www.fsmgov.org]; The Pan American Health Organization (PAHO) has developed a disaster preparedness and prevention plan for the health sector in Central America. [Source: www3.paho.org]; The United States Agency for International Development (USAID) has provided assistance in response to humanitarian emergencies, such as in Darfur. [Source: reliefweb.int] 2004-04-05: The United States government has various agencies and programs in place to manage and respond to disasters and emergencies, including the Federal Emergency Management Agency (FEMA), the Environmental Protection Agency (EPA), and the Coast Guard. [Source: multiple] 2004-03-29: The Federal Emergency Management Agency (FEMA) made funding available to examine pre-disaster hazard mitigation in the United States in 2004. [Source]; In 2004, Alaska engaged in a program to examine pre-disaster hazard mitigation. [Source]; In 1973, a tornado caused considerable damage in the Brisbane area, leading to the activation of the Civil Defence Organisation to assist in disaster relief. [Source];\"\n \"Available facts are as follows: 2004-04-19: The USAID's Office of U.S. Foreign Disaster Assistance (USAID/OFDA) has deployed field staff to Sudan to assess the extent of the humanitarian emergency situation. [Source: reliefweb.int] 2004-04-12: The United States has guidelines and systems in place for dam safety, emergency action planning, and response to disasters, including federal guidance to state and local emergency management authorities. [Source: www.ferc.gov]; The Incident Command System (ICS) is a widely used concept in emergency management and incident response in the United States. [Source: firescope.caloes.ca.gov]; The Federal Emergency Management Agency (FEMA) has declared disasters and provided federal assistance in response to emergencies, such as Typhoon Sudal in Yap. [Source: www.fsmgov.org]; The Pan American Health Organization (PAHO) has developed a disaster preparedness and prevention plan for the health sector in Central America. [Source: www3.paho.org]; The United States Agency for International Development (USAID) has provided assistance in response to humanitarian emergencies, such as in Darfur. [Source: reliefweb.int] 2004-04-05: The United States government has various agencies and programs in place to manage and respond to disasters and emergencies, including the Federal Emergency Management Agency (FEMA), the Environmental Protection Agency (EPA), and the Coast Guard. [Source: multiple] 2004-03-29: The Federal Emergency Management Agency (FEMA) made funding available to examine pre-disaster hazard mitigation in the United States in 2004. [Source]; In 2004, Alaska engaged in a program to examine pre-disaster hazard mitigation. [Source]; In 1973, a tornado caused considerable damage in the Brisbane area, leading to the activation of the Civil Defence Organisation to assist in disaster relief. [Source];\"]"}
+{"batch_x": [168157648.0, 184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0], "batch_y": [39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0], "batch_x_timestamps_datetime64_ns": [1064966400000000000, 1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000], "batch_y_timestamps_datetime64_ns": [1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472]], "batch_text": "[\"Available facts are as follows: 2004-05-24: The DART, led by personnel from USAID's Office of U.S. Foreign Disaster, is providing emergency humanitarian activities in response to the Darfur crisis. [Source: reliefweb.int]; Federal Guidelines from the Federal Emergency Management Agency provide procedures addressing emergency response to air disasters. [Source: www.cerritos.us]; OSHA has published emergency preparedness guidance on its public web page to assist employers and employees in planning for all types of emergencies. [Source: www.osha.gov]; The U.S. Department of State has declared 21 counties in Kentucky as federal disaster areas due to severe weather events. [Source: www.weather.gov] 2004-05-17: Objective facts about the Climate and Disaster situation: The U.S. government has declared national disaster areas in Hawaii and other locations due to severe weather outbreaks and emergencies. [Source: www.faa.gov, www.weather.gov] 2004-05-10: The Disaster Relief and Emergency Assistance Act authorizes the President of the United States to establish a program of disaster preparedness. [Source: www.oregonlegislature.gov]; The terrorist attacks of September 11, 2001, highlighted the critical role first responders play at the state and local level when a disaster or emergency occurs. [Source: www.gao.gov]; The United States government has programs in place to manage domestic incidents, including the Hazards Emergency Management Program at Texas State. [Source: policies.txst.edu]; The Great Flood of 1993 on the Upper Mississippi River was one of the greatest natural disasters ever in the United States, resulting in at least 48 deaths. [Source: pubs.usgs.gov] 2004-05-03: The United States Agency for International Development (USAID) has been responding to humanitarian crises in Sudan, including providing aid for water sanitation and hygiene, and has deployed field staff to assess the extent of the crisis. [Source: reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (USAID/OFDA) has been involved in providing aid to Sudan and has deployed field staff to assess the extent of the crisis. [Source: reliefweb.int];\"\n \"Available facts are as follows: 2004-05-24: The DART, led by personnel from USAID's Office of U.S. Foreign Disaster, is providing emergency humanitarian activities in response to the Darfur crisis. [Source: reliefweb.int]; Federal Guidelines from the Federal Emergency Management Agency provide procedures addressing emergency response to air disasters. [Source: www.cerritos.us]; OSHA has published emergency preparedness guidance on its public web page to assist employers and employees in planning for all types of emergencies. [Source: www.osha.gov]; The U.S. Department of State has declared 21 counties in Kentucky as federal disaster areas due to severe weather events. [Source: www.weather.gov] 2004-05-17: Objective facts about the Climate and Disaster situation: The U.S. government has declared national disaster areas in Hawaii and other locations due to severe weather outbreaks and emergencies. [Source: www.faa.gov, www.weather.gov] 2004-05-10: The Disaster Relief and Emergency Assistance Act authorizes the President of the United States to establish a program of disaster preparedness. [Source: www.oregonlegislature.gov]; The terrorist attacks of September 11, 2001, highlighted the critical role first responders play at the state and local level when a disaster or emergency occurs. [Source: www.gao.gov]; The United States government has programs in place to manage domestic incidents, including the Hazards Emergency Management Program at Texas State. [Source: policies.txst.edu]; The Great Flood of 1993 on the Upper Mississippi River was one of the greatest natural disasters ever in the United States, resulting in at least 48 deaths. [Source: pubs.usgs.gov] 2004-05-03: The United States Agency for International Development (USAID) has been responding to humanitarian crises in Sudan, including providing aid for water sanitation and hygiene, and has deployed field staff to assess the extent of the crisis. [Source: reliefweb.int]; The Office of U.S. Foreign Disaster Assistance (USAID/OFDA) has been involved in providing aid to Sudan and has deployed field staff to assess the extent of the crisis. [Source: reliefweb.int];\"]"}
+{"batch_x": [184397984.0, 123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0], "batch_y": [40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0], "batch_x_timestamps_datetime64_ns": [1067644800000000000, 1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000], "batch_y_timestamps_datetime64_ns": [1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257]], "batch_text": "[\"Available facts are as follows: 2004-06-21: The United States has a system in place for responding to disasters, including a Presidential disaster declaration, aid from the State or Federal government, and the National Flood Insurance Program. [Source]; The U.S. Agency for International Development provides humanitarian assistance in response to disasters and complex emergencies globally. [Source]; There are existing plans and protocols for disaster preparedness and emergency evacuation in the United States, such as the Rhode Island Mass Casualty Disaster Plan. [Source] 2004-06-14: The United States has a comprehensive program to ensure continuity of essential Federal functions in the event of a disaster or emergency. [Source: www.wrc.noaa.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster responses. [Source: training.fema.gov]; The United Nations has a humanitarian pillar that focuses on disaster and emergency roles and responsibilities. [Source: pubmed.ncbi.nlm.nih.gov] 2004-06-07: Objective facts about the Climate and Disaster situation:The U.S. Agency for International Development (USAID) reports that at least 1,068 people are dead, 1,600 are missing, and 25,000 are in need of emergency food assistance due to a flood disaster in Hispaniola. [Source: earthobservatory.nasa.gov]The DART, led by personnel from USAID's Office of U.S. Foreign Disaster Assistance, has provided humanitarian assistance in the three states of Darfur. [Source: reliefweb.int] 2004-05-31: The United States has provided nearly $100 million in humanitarian assistance to Sudan since February 2003, including emergency food aid, shelter supplies, and funding for United Nations agencies. [Source]; In 2004, the State of Michigan outlined a plan for Disaster Recovery and Continuity of Operations Preparedness. [Source]; The County's Emergency Warning System in St. Louis County, Missouri had grown from 18 sirens to 205 by 2004, providing more effective coverage for the community. [Source];\"\n \"Available facts are as follows: 2004-06-21: The United States has a system in place for responding to disasters, including a Presidential disaster declaration, aid from the State or Federal government, and the National Flood Insurance Program. [Source]; The U.S. Agency for International Development provides humanitarian assistance in response to disasters and complex emergencies globally. [Source]; There are existing plans and protocols for disaster preparedness and emergency evacuation in the United States, such as the Rhode Island Mass Casualty Disaster Plan. [Source] 2004-06-14: The United States has a comprehensive program to ensure continuity of essential Federal functions in the event of a disaster or emergency. [Source: www.wrc.noaa.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster responses. [Source: training.fema.gov]; The United Nations has a humanitarian pillar that focuses on disaster and emergency roles and responsibilities. [Source: pubmed.ncbi.nlm.nih.gov] 2004-06-07: Objective facts about the Climate and Disaster situation:The U.S. Agency for International Development (USAID) reports that at least 1,068 people are dead, 1,600 are missing, and 25,000 are in need of emergency food assistance due to a flood disaster in Hispaniola. [Source: earthobservatory.nasa.gov]The DART, led by personnel from USAID's Office of U.S. Foreign Disaster Assistance, has provided humanitarian assistance in the three states of Darfur. [Source: reliefweb.int] 2004-05-31: The United States has provided nearly $100 million in humanitarian assistance to Sudan since February 2003, including emergency food aid, shelter supplies, and funding for United Nations agencies. [Source]; In 2004, the State of Michigan outlined a plan for Disaster Recovery and Continuity of Operations Preparedness. [Source]; The County's Emergency Warning System in St. Louis County, Missouri had grown from 18 sirens to 205 by 2004, providing more effective coverage for the community. [Source];\"]"}
+{"batch_x": [123026144.0, 137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0], "batch_y": [61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0], "batch_x_timestamps_datetime64_ns": [1070236800000000000, 1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000], "batch_y_timestamps_datetime64_ns": [1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.41506850719451904], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809]], "batch_text": "['Available facts are as follows: 2004-07-26: The United States government has laws and regulations in place for disaster relief and emergency management, such as H.R.2707 and 38 U.S. Code § 8111A. [Source] 2004-07-19: The City of Fort Worth declared a state of disaster and public health emergency on July 20, 2004, pursuant to §418.108(a) of the Texas Government Code. [Source]; The United Nations, including the United States Geological Survey and the Swiss Geological System, provides disaster relief assistance. [Source]; The Federal Aviation Administration proposed an Airworthiness Directive on July 25, 2004. [Source]; Local, state, regional, and Federal government agencies play a major role in disaster response and relief. [Source]; The United States Government provides humanitarian assistance to emergencies, including the Darfur crisis. [Source] 2004-07-12: The concept of disaster response involves flexibility and fluidity on behalf of the decision maker, and should be protocol-driven. [Source: www.ncbi.nlm.nih.gov] 2004-07-05: Objective facts about the Climate and Disaster situation:The United States has regulations and policies in place for disaster response and emergency management, including the Protection of Historic Properties (36 CFR Part 800) and the DoD Financial Management Regulation Volume 4, Chapter 4. [Source];'\n 'Available facts are as follows: 2004-07-26: The United States government has laws and regulations in place for disaster relief and emergency management, such as H.R.2707 and 38 U.S. Code § 8111A. [Source] 2004-07-19: The City of Fort Worth declared a state of disaster and public health emergency on July 20, 2004, pursuant to §418.108(a) of the Texas Government Code. [Source]; The United Nations, including the United States Geological Survey and the Swiss Geological System, provides disaster relief assistance. [Source]; The Federal Aviation Administration proposed an Airworthiness Directive on July 25, 2004. [Source]; Local, state, regional, and Federal government agencies play a major role in disaster response and relief. [Source]; The United States Government provides humanitarian assistance to emergencies, including the Darfur crisis. [Source] 2004-07-12: The concept of disaster response involves flexibility and fluidity on behalf of the decision maker, and should be protocol-driven. [Source: www.ncbi.nlm.nih.gov] 2004-07-05: Objective facts about the Climate and Disaster situation:The United States has regulations and policies in place for disaster response and emergency management, including the Protection of Historic Properties (36 CFR Part 800) and the DoD Financial Management Regulation Volume 4, Chapter 4. [Source];']"}
+{"batch_x": [137229792.0, 180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0], "batch_y": [18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0], "batch_x_timestamps_datetime64_ns": [1072915200000000000, 1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000], "batch_y_timestamps_datetime64_ns": [1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2004-08-23: The United States has a system in place for responding to emergency and disaster situations, including presidential declared emergencies, with coordination from the Department of Defense and other agencies. [Source: www.northcom.mil]; The US has guidelines and procedures for health disaster management, including the World Association for Disaster and Emergency Medicine (WADEM) and the World Federation of Engineering Organizations (WFEO). [Source: www.bencana-kesehatan.net]; The US Census Bureau collects data on emergency management and disasters, including statistics on age, sex, business, education, employment, and other factors. [Source: www.census.gov] 2004-08-16: Objective facts about the Climate and Disaster situation:In 2004, there were various disaster-related events and reports, including a complex emergency in the Democratic Republic of Congo, a Marmara earthquake assessment in Turkey, and a hurricane aftermath in Florida. [Source: reliefweb.int, documents.worldbank.org, www.cnn.com] 2004-08-09: The search results are primarily focused on disaster preparedness and emergency management, with a focus on individual and community preparedness, rather than climate-specific information. [Source] 2004-08-02: Bossier Parish is subject to various disasters, including natural and man-made ones, which can result in different magnitudes of disaster conditions. [Source: www.bossierparishla.gov]; The U.S. Mission in Sudan has declared disasters due to the complex emergency annually since 1987. [Source: reliefweb.int]; The Federal Emergency Management Agency has a role in Disaster Recovery and Section 106 Review. [Source: www.achp.gov];'\n 'Available facts are as follows: 2004-08-23: The United States has a system in place for responding to emergency and disaster situations, including presidential declared emergencies, with coordination from the Department of Defense and other agencies. [Source: www.northcom.mil]; The US has guidelines and procedures for health disaster management, including the World Association for Disaster and Emergency Medicine (WADEM) and the World Federation of Engineering Organizations (WFEO). [Source: www.bencana-kesehatan.net]; The US Census Bureau collects data on emergency management and disasters, including statistics on age, sex, business, education, employment, and other factors. [Source: www.census.gov] 2004-08-16: Objective facts about the Climate and Disaster situation:In 2004, there were various disaster-related events and reports, including a complex emergency in the Democratic Republic of Congo, a Marmara earthquake assessment in Turkey, and a hurricane aftermath in Florida. [Source: reliefweb.int, documents.worldbank.org, www.cnn.com] 2004-08-09: The search results are primarily focused on disaster preparedness and emergency management, with a focus on individual and community preparedness, rather than climate-specific information. [Source] 2004-08-02: Bossier Parish is subject to various disasters, including natural and man-made ones, which can result in different magnitudes of disaster conditions. [Source: www.bossierparishla.gov]; The U.S. Mission in Sudan has declared disasters due to the complex emergency annually since 1987. [Source: reliefweb.int]; The Federal Emergency Management Agency has a role in Disaster Recovery and Section 106 Review. [Source: www.achp.gov];']"}
+{"batch_x": [180432880.0, 151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0], "batch_y": [271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0], "batch_x_timestamps_datetime64_ns": [1075593600000000000, 1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000], "batch_y_timestamps_datetime64_ns": [1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306]], "batch_text": "['Available facts are as follows: 2004-09-20: Objective facts about the Climate and Disaster situation:The United States government has an office dedicated to state and local government coordination and preparedness for civil defense, counter-terrorism, and disaster procedures. [Source: www.ojp.gov]USAID/OFDA provided $100,000 to support the local purchase and distribution of emergency relief supplies in Grenada. [Source: reliefweb.int]Hurricane Jeanne was forecasted to affect the United States on September 24, 2004. [Source: reliefweb.int]The Government of India has a National Disaster Management plan, which includes a communication plan to connect emergency operation centers with disaster sites. [Source: www.preventionweb.net] 2004-09-13: The Stafford Disaster Relief and Emergency Assistance Act was enacted to support State and local governments and individuals affected by disasters. [Source: www.oig.dhs.gov]; The U.S. Small Business Administration has approved $39 million in low-interest disaster loans to homeowners, renters, and businesses affected by Hurricanes Charley and Frances. [Source: georgewbush-whitehouse.archives.gov]; The Caribbean Disaster Emergency Response Agency (CDERA) presented a disaster management assessment to the Emergency Management Council, highlighting the economic and human costs of damage on eight CARICOM member states. [Source: reliefweb.int]; The North Carolina Disaster Field Office and North Carolina Emergency Management State Emergency Response Team conducted rapid community health and needs assessments after Hurricanes Charley and Frances. [Source: www.cdc.gov] 2004-09-06: The California Disaster and Civil Defense Master Mutual Aid Agreement was established in 1950, and the statewide mutual aid system has evolved since then. [Source]; The United States Nuclear Regulatory Commission has been involved in emergency preparedness and response to radiological emergencies since 2000. [Source]; Emergency Management involves combined efforts of local, state, and federal governments to protect citizens from natural and man-made disasters. [Source]; The CDC recommends making an emergency plan that includes a disaster supply kit in case of unexpected power outages. [Source]; The US Government provides humanitarian assistance to countries affected by disasters, such as Grenada, through USAID and coordination with CDERA. [Source] 2004-08-30: The United States has a National Disaster Medical System that provides a national framework for responding to disasters. [Source]; Avalanche deaths in the United States have been analyzed over a 45-year period. [Source]; Hurricane Frances hit Florida in 2004, and the Federal Emergency Management Agency (FEMA) responded to the disaster. [Source]; Local governments in the United States have emergency plans in place to deal with disasters, and these plans are reviewed by county coordinators. [Source]; The Centers for Disease Control and Prevention (CDC) conducts surveillance for fatal and nonfatal injuries in the United States, including those related to disasters. [Source];'\n 'Available facts are as follows: 2004-09-20: Objective facts about the Climate and Disaster situation:The United States government has an office dedicated to state and local government coordination and preparedness for civil defense, counter-terrorism, and disaster procedures. [Source: www.ojp.gov]USAID/OFDA provided $100,000 to support the local purchase and distribution of emergency relief supplies in Grenada. [Source: reliefweb.int]Hurricane Jeanne was forecasted to affect the United States on September 24, 2004. [Source: reliefweb.int]The Government of India has a National Disaster Management plan, which includes a communication plan to connect emergency operation centers with disaster sites. [Source: www.preventionweb.net] 2004-09-13: The Stafford Disaster Relief and Emergency Assistance Act was enacted to support State and local governments and individuals affected by disasters. [Source: www.oig.dhs.gov]; The U.S. Small Business Administration has approved $39 million in low-interest disaster loans to homeowners, renters, and businesses affected by Hurricanes Charley and Frances. [Source: georgewbush-whitehouse.archives.gov]; The Caribbean Disaster Emergency Response Agency (CDERA) presented a disaster management assessment to the Emergency Management Council, highlighting the economic and human costs of damage on eight CARICOM member states. [Source: reliefweb.int]; The North Carolina Disaster Field Office and North Carolina Emergency Management State Emergency Response Team conducted rapid community health and needs assessments after Hurricanes Charley and Frances. [Source: www.cdc.gov] 2004-09-06: The California Disaster and Civil Defense Master Mutual Aid Agreement was established in 1950, and the statewide mutual aid system has evolved since then. [Source]; The United States Nuclear Regulatory Commission has been involved in emergency preparedness and response to radiological emergencies since 2000. [Source]; Emergency Management involves combined efforts of local, state, and federal governments to protect citizens from natural and man-made disasters. [Source]; The CDC recommends making an emergency plan that includes a disaster supply kit in case of unexpected power outages. [Source]; The US Government provides humanitarian assistance to countries affected by disasters, such as Grenada, through USAID and coordination with CDERA. [Source] 2004-08-30: The United States has a National Disaster Medical System that provides a national framework for responding to disasters. [Source]; Avalanche deaths in the United States have been analyzed over a 45-year period. [Source]; Hurricane Frances hit Florida in 2004, and the Federal Emergency Management Agency (FEMA) responded to the disaster. [Source]; Local governments in the United States have emergency plans in place to deal with disasters, and these plans are reviewed by county coordinators. [Source]; The Centers for Disease Control and Prevention (CDC) conducts surveillance for fatal and nonfatal injuries in the United States, including those related to disasters. [Source];']"}
+{"batch_x": [151745856.0, 200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0], "batch_y": [265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0], "batch_x_timestamps_datetime64_ns": [1078099200000000000, 1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000], "batch_y_timestamps_datetime64_ns": [1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.33561643958091736], [-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2004-10-25: The Federal Emergency Management Agency (FEMA) is inviting Ontario County, NY residents to an Open House on Flood Risk and Insurance on October 28, 2004. [Source: www.fema.gov]; There is a lack of basic information on the potential impacts of joint natech disasters, resulting in minimal existing mitigation and emergency response practices. [Source: www.unisdr.org]; The Public Works and Economic Development Act of 1965 includes provisions for disasters or emergencies in areas with respect to which a major disaster or emergency has been declared. [Source: www.eda.gov]; Hurricanes Ivan and Jeanne ravaged the Caribbean and southern United States, and the United Nations conducted a disaster assessment and response. [Source: reliefweb.int]; The Earthquake Hazard Reduction Act of 2004 established a committee composed of directors from FEMA, the United States Geological Survey, and other agencies. [Source: uscode.house.gov] 2004-10-18: The United States has regulations and guidelines in place for disaster relief and management, including the transfer of food commodities and disaster mitigation efforts. [Source: www.ecfr.gov, www.prb.org]; There are individuals with expertise in emergency management and disaster response, such as Joey Trevino and Naomy Rodriguez, who have experience in emergency response and disaster management. [Source: www.linkedin.com]; The US government has responded to emergencies and disasters, including hurricanes, and has provided support for disaster relief efforts. [Source: reliefweb.int, nj.gov] 2004-10-11: The United States government has official websites that provide information on emergency and disaster response, such as FEMA, HUD, and DOT. [Source] 2004-10-04: On September 23, 2004, U.S. Ambassador James Foley announced approximately $2 million in disaster relief assistance to Haiti, provided through USAID. [Source: reliefweb.int];'\n 'Available facts are as follows: 2004-10-25: The Federal Emergency Management Agency (FEMA) is inviting Ontario County, NY residents to an Open House on Flood Risk and Insurance on October 28, 2004. [Source: www.fema.gov]; There is a lack of basic information on the potential impacts of joint natech disasters, resulting in minimal existing mitigation and emergency response practices. [Source: www.unisdr.org]; The Public Works and Economic Development Act of 1965 includes provisions for disasters or emergencies in areas with respect to which a major disaster or emergency has been declared. [Source: www.eda.gov]; Hurricanes Ivan and Jeanne ravaged the Caribbean and southern United States, and the United Nations conducted a disaster assessment and response. [Source: reliefweb.int]; The Earthquake Hazard Reduction Act of 2004 established a committee composed of directors from FEMA, the United States Geological Survey, and other agencies. [Source: uscode.house.gov] 2004-10-18: The United States has regulations and guidelines in place for disaster relief and management, including the transfer of food commodities and disaster mitigation efforts. [Source: www.ecfr.gov, www.prb.org]; There are individuals with expertise in emergency management and disaster response, such as Joey Trevino and Naomy Rodriguez, who have experience in emergency response and disaster management. [Source: www.linkedin.com]; The US government has responded to emergencies and disasters, including hurricanes, and has provided support for disaster relief efforts. [Source: reliefweb.int, nj.gov] 2004-10-11: The United States government has official websites that provide information on emergency and disaster response, such as FEMA, HUD, and DOT. [Source] 2004-10-04: On September 23, 2004, U.S. Ambassador James Foley announced approximately $2 million in disaster relief assistance to Haiti, provided through USAID. [Source: reliefweb.int];']"}
+{"batch_x": [200996496.0, 27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0], "batch_y": [207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0], "batch_x_timestamps_datetime64_ns": [1080777600000000000, 1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000], "batch_y_timestamps_datetime64_ns": [1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.250684916973114], [-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2004-11-22: The number of people vulnerable to natural hazards has increased, resulting in a higher number of natural disasters and environmental emergencies. [Source: www.unisdr.org]; The United Nations has set a Millennium Goal to intensify cooperation to reduce the number and effects of natural and man-made disasters. [Source: reliefweb.int]; Natural disasters have caused significant economic losses, with the hurricane season in the Caribbean causing over US$2.2 billion in damages. [Source: reliefweb.int] 2004-11-15: The United States Federal Emergency Management Agency (FEMA) is responsible for responding to natural disasters and emergencies in the country. [Source]; Drought is one of the most costly natural disasters in the United States, with significant economic impacts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C.) provides federal assistance to states and local governments in response to disasters and emergencies. [Source] 2004-11-08: The official national emergency number in the United States and Canada is 9-1-1. [Source: mylrc.sdlegislature.gov]; The United States has a system for emergency response and disaster preparedness, including national emergency numbers and funding for emergency/natural disaster response. [Source: www.hud.gov]; Local institutions play a role in reducing vulnerability to recurring disasters, and GIS and multicriteria decision making can be used in disaster management. [Source: www.fao.org] 2004-11-01: Disasters disrupt hundreds of thousands of lives, and emergency preparedness is crucial to minimize the impact. [Source: www.kauai.gov]; The Federal Emergency Management Agency (FEMA) provides resources for disaster policy and emergency management in the United States. [Source: training.fema.gov]; In the event of a disaster, the State Water Resources Control Board provides assistance for necessary repair and protection measures associated with an emergency situation. [Source: www.waterboards.ca.gov]; The United States government has official websites and resources for emergency management and disaster response. [Source: www.regulations.gov, www.govinfo.gov];'\n 'Available facts are as follows: 2004-11-22: The number of people vulnerable to natural hazards has increased, resulting in a higher number of natural disasters and environmental emergencies. [Source: www.unisdr.org]; The United Nations has set a Millennium Goal to intensify cooperation to reduce the number and effects of natural and man-made disasters. [Source: reliefweb.int]; Natural disasters have caused significant economic losses, with the hurricane season in the Caribbean causing over US$2.2 billion in damages. [Source: reliefweb.int] 2004-11-15: The United States Federal Emergency Management Agency (FEMA) is responsible for responding to natural disasters and emergencies in the country. [Source]; Drought is one of the most costly natural disasters in the United States, with significant economic impacts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C.) provides federal assistance to states and local governments in response to disasters and emergencies. [Source] 2004-11-08: The official national emergency number in the United States and Canada is 9-1-1. [Source: mylrc.sdlegislature.gov]; The United States has a system for emergency response and disaster preparedness, including national emergency numbers and funding for emergency/natural disaster response. [Source: www.hud.gov]; Local institutions play a role in reducing vulnerability to recurring disasters, and GIS and multicriteria decision making can be used in disaster management. [Source: www.fao.org] 2004-11-01: Disasters disrupt hundreds of thousands of lives, and emergency preparedness is crucial to minimize the impact. [Source: www.kauai.gov]; The Federal Emergency Management Agency (FEMA) provides resources for disaster policy and emergency management in the United States. [Source: training.fema.gov]; In the event of a disaster, the State Water Resources Control Board provides assistance for necessary repair and protection measures associated with an emergency situation. [Source: www.waterboards.ca.gov]; The United States government has official websites and resources for emergency management and disaster response. [Source: www.regulations.gov, www.govinfo.gov];']"}
+{"batch_x": [27226326.0, 39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0], "batch_y": [240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0], "batch_x_timestamps_datetime64_ns": [1083369600000000000, 1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000], "batch_y_timestamps_datetime64_ns": [1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2004-12-20: The 2004 Indian Ocean earthquake and tsunami occurred on December 26, 2004. [Source: recovery.preventionweb.net] 2004-12-13: The Robert T. Stafford Disaster Relief and Emergency Assistance Act guides federal work on disaster relief in the United States. [Source]; The United States Federal Emergency Management Agency (FEMA) plays a key role in disaster management and response. [Source]; The National Response Plan (NRP) establishes a framework for disaster response in the United States. [Source] 2004-12-06: The United States has an emergency management system that covers five phases of emergency management, including preparation, response, recovery, mitigation, and prevention. [Source: www.hud.gov]; The National Response Plan is a federal plan that outlines the roles and responsibilities of different agencies and organizations in responding to disasters and emergencies. [Source: www.hsdl.org]; Emergency management agencies, such as the one in Marion County, Georgia, play a critical role in coordinating disaster response and relief efforts. [Source: www.marioncountyga.org]; The United States government has a National Response Plan that aims to improve coordination among federal, state, local, and tribal organizations in responding to disasters and emergencies. [Source: irp.fas.org] 2004-11-29: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) is involved in disaster assistance in South Carolina. [Source: www.gao.gov]Emergency Management is a county office mandated by the State of Wisconsin to respond to disasters and emergencies. [Source: 211wisconsin.communityos.org]The United States provides immediate emergency assistance to support communities affected by disasters, such as volcanic disasters in Papua New Guinea. [Source: reliefweb.int];'\n 'Available facts are as follows: 2004-12-20: The 2004 Indian Ocean earthquake and tsunami occurred on December 26, 2004. [Source: recovery.preventionweb.net] 2004-12-13: The Robert T. Stafford Disaster Relief and Emergency Assistance Act guides federal work on disaster relief in the United States. [Source]; The United States Federal Emergency Management Agency (FEMA) plays a key role in disaster management and response. [Source]; The National Response Plan (NRP) establishes a framework for disaster response in the United States. [Source] 2004-12-06: The United States has an emergency management system that covers five phases of emergency management, including preparation, response, recovery, mitigation, and prevention. [Source: www.hud.gov]; The National Response Plan is a federal plan that outlines the roles and responsibilities of different agencies and organizations in responding to disasters and emergencies. [Source: www.hsdl.org]; Emergency management agencies, such as the one in Marion County, Georgia, play a critical role in coordinating disaster response and relief efforts. [Source: www.marioncountyga.org]; The United States government has a National Response Plan that aims to improve coordination among federal, state, local, and tribal organizations in responding to disasters and emergencies. [Source: irp.fas.org] 2004-11-29: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) is involved in disaster assistance in South Carolina. [Source: www.gao.gov]Emergency Management is a county office mandated by the State of Wisconsin to respond to disasters and emergencies. [Source: 211wisconsin.communityos.org]The United States provides immediate emergency assistance to support communities affected by disasters, such as volcanic disasters in Papua New Guinea. [Source: reliefweb.int];']"}
+{"batch_x": [39461916.0, 40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0], "batch_y": [324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0], "batch_x_timestamps_datetime64_ns": [1086048000000000000, 1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000], "batch_y_timestamps_datetime64_ns": [1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.08356164395809174], [-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2005-01-24: The United States government and various organizations are involved in emergency response and disaster management, including the American College of Emergency Physicians, the National Voluntary Organizations Active in Disaster, and the United States Agency for International Development. [Source]; The Thai Ministry of Public Health (MOPH) responded to a disaster with technical assistance from the Thai MOPH--U.S. CDC Collaboration (TUC) and the Armed Forces Research Institute of Medical Sciences. [Source]; Tsunamis can impact the United States, and state and local government, especially state emergency managers, play a critical role in disaster response. [Source] 2005-01-17: The Hyogo Framework for Action 2005-2015 was adopted to reduce disaster risk and enhance emergency and humanitarian assistance. [Source: www.unisdr.org]; The United Nations High Commissioner for Refugees published a report on food and nutrition needs in emergencies, highlighting the importance of addressing these needs in disaster response. [Source: www.who.int]; In 2005, the US Agency for International Development provided humanitarian assistance to Sudan, including water, sanitation, and hygiene support. [Source: response.reliefweb.int]; The Indian Ocean Tsunami in 2004 highlighted the importance of international cooperation in disaster response and the limitations of preventing natural disasters. [Source: www.asil.org] 2005-01-10: The United States Federal Emergency Management Agency (FEMA) is an agency responsible for disaster management and response. [Source: floodhazards.utah.gov]; The US Navy and Air Force have conducted disaster relief operations, including delivering emergency supplies to isolated communities. [Source: www.history.navy.mil]; The Federal Emergency Management Agency (FEMA) has guidelines for coastal flood hazard analysis and mapping, as approximately 50% of the US population resides on or near the coast. [Source: www.fema.gov] 2005-01-03: The United States government and various agencies have emergency response plans and protocols in place for disaster situations, including natural disasters and industrial accidents. [Source];'\n 'Available facts are as follows: 2005-01-24: The United States government and various organizations are involved in emergency response and disaster management, including the American College of Emergency Physicians, the National Voluntary Organizations Active in Disaster, and the United States Agency for International Development. [Source]; The Thai Ministry of Public Health (MOPH) responded to a disaster with technical assistance from the Thai MOPH--U.S. CDC Collaboration (TUC) and the Armed Forces Research Institute of Medical Sciences. [Source]; Tsunamis can impact the United States, and state and local government, especially state emergency managers, play a critical role in disaster response. [Source] 2005-01-17: The Hyogo Framework for Action 2005-2015 was adopted to reduce disaster risk and enhance emergency and humanitarian assistance. [Source: www.unisdr.org]; The United Nations High Commissioner for Refugees published a report on food and nutrition needs in emergencies, highlighting the importance of addressing these needs in disaster response. [Source: www.who.int]; In 2005, the US Agency for International Development provided humanitarian assistance to Sudan, including water, sanitation, and hygiene support. [Source: response.reliefweb.int]; The Indian Ocean Tsunami in 2004 highlighted the importance of international cooperation in disaster response and the limitations of preventing natural disasters. [Source: www.asil.org] 2005-01-10: The United States Federal Emergency Management Agency (FEMA) is an agency responsible for disaster management and response. [Source: floodhazards.utah.gov]; The US Navy and Air Force have conducted disaster relief operations, including delivering emergency supplies to isolated communities. [Source: www.history.navy.mil]; The Federal Emergency Management Agency (FEMA) has guidelines for coastal flood hazard analysis and mapping, as approximately 50% of the US population resides on or near the coast. [Source: www.fema.gov] 2005-01-03: The United States government and various agencies have emergency response plans and protocols in place for disaster situations, including natural disasters and industrial accidents. [Source];']"}
+{"batch_x": [40929612.0, 61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0], "batch_y": [357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0], "batch_x_timestamps_datetime64_ns": [1088640000000000000, 1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000], "batch_y_timestamps_datetime64_ns": [1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.001369863050058484], [-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2005-02-21: The United States Department of Justice (DOJ) Office of Justice Programs and the Federal Emergency Management Agency (FEMA) are involved in disaster preparedness and emergency response. [Source]; The Office of US Foreign Disaster Assistance (OFDA) is also involved in disaster response and preparedness, and has worked with FEMA in the past. [Source]; The Air Force has a program that supports federal emergency management programs and works closely with state, local, and civilian emergency response teams. [Source]; The United Nations General Assembly has passed a resolution to strengthen the coordination of emergency humanitarian assistance, including natural disasters. [Source]; The FEMA Pre-Disaster Mitigation Grant Program is available to state emergency management agencies or similar offices to mitigate disasters. [Source] 2005-02-14: The National Flood Insurance Program (NFIP) has floodplain management requirements, and local officials can use a study guide to prepare for the Association of State Floodplain Managers (ASFPM) Certified Floodplain Manager exam. [Source: www.fema.gov]; The All Hazards Waste Management Planning Tool (AHWMPT) assists emergency managers and planners in creating or updating a comprehensive plan for managing materials and waste during disasters. [Source: wasteplan.epa.gov]; The National Incident Management System (NIMS) and the Incident Command System (ICS) are used in the United States to respond to disasters and emergencies. [Source: www.ojp.gov] 2005-02-07: The U.S. government and international systems have mechanisms in place to respond to disasters, including the UN Emergency Relief Coordinator and the U.S. Agency for International Development's Office of U.S. Foreign Disaster Assistance. [Source]; Emergency management and disaster response efforts involve coordination between local, national, and international organizations, as seen in the examples of 211 Ventura County and the U.S. Army Corps of Engineers Pittsburgh District. [Source]; Disasters can have a significant impact on vulnerable populations, such as older people, as seen in the Indian Ocean tsunami. [Source] 2005-01-31: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) awards disaster grants to states, and states that meet certain requirements can receive up to 7.5% of the total grants. [Source: yucaipa.gov]The IMF provides emergency assistance for natural disasters to affected countries through an administered account. [Source: www.imf.org];\"\n \"Available facts are as follows: 2005-02-21: The United States Department of Justice (DOJ) Office of Justice Programs and the Federal Emergency Management Agency (FEMA) are involved in disaster preparedness and emergency response. [Source]; The Office of US Foreign Disaster Assistance (OFDA) is also involved in disaster response and preparedness, and has worked with FEMA in the past. [Source]; The Air Force has a program that supports federal emergency management programs and works closely with state, local, and civilian emergency response teams. [Source]; The United Nations General Assembly has passed a resolution to strengthen the coordination of emergency humanitarian assistance, including natural disasters. [Source]; The FEMA Pre-Disaster Mitigation Grant Program is available to state emergency management agencies or similar offices to mitigate disasters. [Source] 2005-02-14: The National Flood Insurance Program (NFIP) has floodplain management requirements, and local officials can use a study guide to prepare for the Association of State Floodplain Managers (ASFPM) Certified Floodplain Manager exam. [Source: www.fema.gov]; The All Hazards Waste Management Planning Tool (AHWMPT) assists emergency managers and planners in creating or updating a comprehensive plan for managing materials and waste during disasters. [Source: wasteplan.epa.gov]; The National Incident Management System (NIMS) and the Incident Command System (ICS) are used in the United States to respond to disasters and emergencies. [Source: www.ojp.gov] 2005-02-07: The U.S. government and international systems have mechanisms in place to respond to disasters, including the UN Emergency Relief Coordinator and the U.S. Agency for International Development's Office of U.S. Foreign Disaster Assistance. [Source]; Emergency management and disaster response efforts involve coordination between local, national, and international organizations, as seen in the examples of 211 Ventura County and the U.S. Army Corps of Engineers Pittsburgh District. [Source]; Disasters can have a significant impact on vulnerable populations, such as older people, as seen in the Indian Ocean tsunami. [Source] 2005-01-31: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) awards disaster grants to states, and states that meet certain requirements can receive up to 7.5% of the total grants. [Source: yucaipa.gov]The IMF provides emergency assistance for natural disasters to affected countries through an administered account. [Source: www.imf.org];\"]"}
+{"batch_x": [61492112.0, 18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0], "batch_y": [315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0], "batch_x_timestamps_datetime64_ns": [1091318400000000000, 1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000], "batch_y_timestamps_datetime64_ns": [1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2005-03-21: The United States has a comprehensive emergency management program that includes managing the National Disaster Medical System Federal Coordinating Centers and facilitating cross-border emergency management with Canada. [Source: www.va.gov, www.emacweb.org] 2005-03-14: The United States has experienced significant natural disasters, including the worst natural disaster in terms of loss of life, which was caused by flooding. [Source: www.weather.gov]; The Federal Emergency Management Agency (FEMA) provides emergency management and disaster relief, including temporary housing units for disaster victims. [Source: portal.ct.gov]; The Hazard Mitigation Grant Program provides funds to states for hazard mitigation planning and projects after a disaster. [Source: gema.georgia.gov] 2005-03-07: The United States has experienced several disasters and emergencies, including Hurricane Ivan, floods, and bird flu outbreaks, which have required federal and state disaster relief efforts. [Source: reliefweb.int, www.weather.gov, www.cdph.ca.gov] 2005-02-28: The U.S. Agency for International Development provides disaster assistance and responds to volcanic crises. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) provides resources for disaster planning and emergency management. [Source: training.fema.gov]; The U.S. Department of Agriculture's Farm Service Agency (FSA) administers the Crop Disaster Program with no set funding limitation. [Source: www.fsa.usda.gov];\"\n \"Available facts are as follows: 2005-03-21: The United States has a comprehensive emergency management program that includes managing the National Disaster Medical System Federal Coordinating Centers and facilitating cross-border emergency management with Canada. [Source: www.va.gov, www.emacweb.org] 2005-03-14: The United States has experienced significant natural disasters, including the worst natural disaster in terms of loss of life, which was caused by flooding. [Source: www.weather.gov]; The Federal Emergency Management Agency (FEMA) provides emergency management and disaster relief, including temporary housing units for disaster victims. [Source: portal.ct.gov]; The Hazard Mitigation Grant Program provides funds to states for hazard mitigation planning and projects after a disaster. [Source: gema.georgia.gov] 2005-03-07: The United States has experienced several disasters and emergencies, including Hurricane Ivan, floods, and bird flu outbreaks, which have required federal and state disaster relief efforts. [Source: reliefweb.int, www.weather.gov, www.cdph.ca.gov] 2005-02-28: The U.S. Agency for International Development provides disaster assistance and responds to volcanic crises. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) provides resources for disaster planning and emergency management. [Source: training.fema.gov]; The U.S. Department of Agriculture's Farm Service Agency (FSA) administers the Crop Disaster Program with no set funding limitation. [Source: www.fsa.usda.gov];\"]"}
+{"batch_x": [18032532.0, 271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0], "batch_y": [344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0], "batch_x_timestamps_datetime64_ns": [1093996800000000000, 1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000], "batch_y_timestamps_datetime64_ns": [1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2005-04-25: Objective facts about the Climate and Disaster situation:The United States experiences various disasters, including tornadoes, storms, and floods, resulting in significant damage and loss of life. [Source: www.depts.ttu.edu]The Federal Emergency Management Agency (FEMA) provides disaster recovery expertise and funding in the event of a disaster. [Source: www.fema.gov]The U.S. Department of Homeland Security is involved in emergency management and disaster response. [Source: www.dhs.gov] 2005-04-18: The program, originally known as Civil Defense, is a function of government that coordinates the entire community's effort to minimize the impact of a disaster. [Source: www.cumberlandcountypa.gov]; The normal gatekeeping process of radio stations is altered during the emergency time period of disasters in the United States. [Source: udspace.udel.edu]; The Czech Republic has an extensive legislative activity and creation of the new crisis management system for managing major disasters. [Source: sdgs.un.org]; The EPA Region 6 is responsible for responding to disasters, hazardous materials releases, time-critical removals, and inland oil spills that threaten human health and/or the environment. [Source: 19january2017snapshot.epa.gov]; The total damage caused by the floods in Bangladesh was estimated at US$2.28 billion, with the most severe losses concentrated in the housing, transport, and agricultural sectors. [Source: www.preventionweb.net] 2005-04-11: Objective facts about the Climate and Disaster situation:The United States has various emergency response plans and systems in place to respond to disasters, including the NRC Incident Response Plan, Emergency Response Planning for Military Water Systems, and National Planning Scenarios. [Source: www.nrc.gov, www.hsdl.org, info.publicintelligence.net] 2005-04-04: The United States government and its agencies, such as NEMA and FEMA, have guidelines and programs in place for disaster response and recovery, including providing accommodations for military and official visitors, and grant programs for disaster recovery. [Source];\"\n \"Available facts are as follows: 2005-04-25: Objective facts about the Climate and Disaster situation:The United States experiences various disasters, including tornadoes, storms, and floods, resulting in significant damage and loss of life. [Source: www.depts.ttu.edu]The Federal Emergency Management Agency (FEMA) provides disaster recovery expertise and funding in the event of a disaster. [Source: www.fema.gov]The U.S. Department of Homeland Security is involved in emergency management and disaster response. [Source: www.dhs.gov] 2005-04-18: The program, originally known as Civil Defense, is a function of government that coordinates the entire community's effort to minimize the impact of a disaster. [Source: www.cumberlandcountypa.gov]; The normal gatekeeping process of radio stations is altered during the emergency time period of disasters in the United States. [Source: udspace.udel.edu]; The Czech Republic has an extensive legislative activity and creation of the new crisis management system for managing major disasters. [Source: sdgs.un.org]; The EPA Region 6 is responsible for responding to disasters, hazardous materials releases, time-critical removals, and inland oil spills that threaten human health and/or the environment. [Source: 19january2017snapshot.epa.gov]; The total damage caused by the floods in Bangladesh was estimated at US$2.28 billion, with the most severe losses concentrated in the housing, transport, and agricultural sectors. [Source: www.preventionweb.net] 2005-04-11: Objective facts about the Climate and Disaster situation:The United States has various emergency response plans and systems in place to respond to disasters, including the NRC Incident Response Plan, Emergency Response Planning for Military Water Systems, and National Planning Scenarios. [Source: www.nrc.gov, www.hsdl.org, info.publicintelligence.net] 2005-04-04: The United States government and its agencies, such as NEMA and FEMA, have guidelines and programs in place for disaster response and recovery, including providing accommodations for military and official visitors, and grant programs for disaster recovery. [Source];\"]"}
+{"batch_x": [271407456.0, 265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0], "batch_y": [267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0], "batch_x_timestamps_datetime64_ns": [1096588800000000000, 1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000], "batch_y_timestamps_datetime64_ns": [1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.250684916973114], [-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2005-05-23: The Federal Emergency Management Agency (FEMA) plays a key role in responding to disasters or emergencies in the United States, usually at the request of a state governor. [Source]; The National Response Plan (NRP) outlines how federal, state, local, and private emergency resources respond to disasters or emergencies. [Source] 2005-05-16: The United States has various agencies and policies in place to address disaster management and emergency preparedness, such as the Illinois Emergency Management Agency, Office of Homeland Security, Federal Emergency Management Agency (FEMA), and the United States Geological Survey. [Source]; There are also efforts to improve disaster recovery planning, such as the policy of the United States to have in place a disaster recovery plan for DHS information systems. [Source] 2005-05-09: The state of disaster emergency continues until the execution of the State Emergency Operations Plan. [Source: centrecountypa.gov]; The Bhopal disaster in Madhya Pradesh, India killed more than 3,800 people and lacked a mass casualty emergency response system. [Source: ehjournal.biomedcentral.com] 2005-05-02: Objective facts about the Climate and Disaster situation:The Mississippi Office of Homeland Security has plans in place to cover all types of disasters. [Source: www.homelandsecurity.ms.gov]The U.S. Department of Homeland Security and Federal Emergency Management Agency (FEMA) provide resources for emergency response and disaster planning. [Source: www.fema.gov]Bay Area hospitals have emergency disaster plans in place to receive federal grant money. [Source: nature.berkeley.edu]The Centers for Disease Control and Prevention provide emergency preparedness and response information for public health emergencies. [Source: www.health.ny.gov];'\n 'Available facts are as follows: 2005-05-23: The Federal Emergency Management Agency (FEMA) plays a key role in responding to disasters or emergencies in the United States, usually at the request of a state governor. [Source]; The National Response Plan (NRP) outlines how federal, state, local, and private emergency resources respond to disasters or emergencies. [Source] 2005-05-16: The United States has various agencies and policies in place to address disaster management and emergency preparedness, such as the Illinois Emergency Management Agency, Office of Homeland Security, Federal Emergency Management Agency (FEMA), and the United States Geological Survey. [Source]; There are also efforts to improve disaster recovery planning, such as the policy of the United States to have in place a disaster recovery plan for DHS information systems. [Source] 2005-05-09: The state of disaster emergency continues until the execution of the State Emergency Operations Plan. [Source: centrecountypa.gov]; The Bhopal disaster in Madhya Pradesh, India killed more than 3,800 people and lacked a mass casualty emergency response system. [Source: ehjournal.biomedcentral.com] 2005-05-02: Objective facts about the Climate and Disaster situation:The Mississippi Office of Homeland Security has plans in place to cover all types of disasters. [Source: www.homelandsecurity.ms.gov]The U.S. Department of Homeland Security and Federal Emergency Management Agency (FEMA) provide resources for emergency response and disaster planning. [Source: www.fema.gov]Bay Area hospitals have emergency disaster plans in place to receive federal grant money. [Source: nature.berkeley.edu]The Centers for Disease Control and Prevention provide emergency preparedness and response information for public health emergencies. [Source: www.health.ny.gov];']"}
+{"batch_x": [265721520.0, 207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0], "batch_y": [297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0], "batch_x_timestamps_datetime64_ns": [1099267200000000000, 1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000], "batch_y_timestamps_datetime64_ns": [1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2005-06-20: The 2004 tsunami led to the development of a reconstruction plan, which included provision for reimbursement to USAID for emergency relief assistance already expended and resources. [Source]; The U.S. Department of Health and Human Services has an Office of Public Health Emergency Preparedness, which plays a crucial role in responding to regional disasters. [Source]; The U.S. Centers for Disease Control provides data on emergency medical response to disasters, which is used to inform response strategies. [Source]; The U.S. government has official websites, such as Regulations.gov, that provide information on disaster response and management. [Source] 2005-06-13: In 2004, more than 60 major disasters, including floods, hurricanes, earthquakes, tornadoes, and wildfires, struck the United States. [Source: www.sdr.gov] 2005-06-06: The United States government has official websites providing information on disaster preparedness and response, such as the National Center for Biotechnology Information (NCBI) and the Mississippi State Department of Health. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to disasters and complex emergencies, such as in Sudan. [Source]; Emergency management agencies, such as the New York State Police and the Nashville District, U.S. Army Corps of Engineers, play a crucial role in responding to disasters and emergencies. [Source] 2005-05-30: The United States government has various agencies and organizations responsible for disaster and emergency response, including the Federal Emergency Management Agency (FEMA), state emergency management agencies, and the National Guard. [Source: www.fema.gov, www.nationalguard.mil]; There are training programs and resources available for disaster preparedness and response, such as the Community Emergency Response Team (CERT) Training and the International Association of Emergency Managers (IAEM). [Source: www.palmspringsca.gov, www.iaem.org];'\n 'Available facts are as follows: 2005-06-20: The 2004 tsunami led to the development of a reconstruction plan, which included provision for reimbursement to USAID for emergency relief assistance already expended and resources. [Source]; The U.S. Department of Health and Human Services has an Office of Public Health Emergency Preparedness, which plays a crucial role in responding to regional disasters. [Source]; The U.S. Centers for Disease Control provides data on emergency medical response to disasters, which is used to inform response strategies. [Source]; The U.S. government has official websites, such as Regulations.gov, that provide information on disaster response and management. [Source] 2005-06-13: In 2004, more than 60 major disasters, including floods, hurricanes, earthquakes, tornadoes, and wildfires, struck the United States. [Source: www.sdr.gov] 2005-06-06: The United States government has official websites providing information on disaster preparedness and response, such as the National Center for Biotechnology Information (NCBI) and the Mississippi State Department of Health. [Source]; The U.S. Agency for International Development (USAID) provides humanitarian assistance in response to disasters and complex emergencies, such as in Sudan. [Source]; Emergency management agencies, such as the New York State Police and the Nashville District, U.S. Army Corps of Engineers, play a crucial role in responding to disasters and emergencies. [Source] 2005-05-30: The United States government has various agencies and organizations responsible for disaster and emergency response, including the Federal Emergency Management Agency (FEMA), state emergency management agencies, and the National Guard. [Source: www.fema.gov, www.nationalguard.mil]; There are training programs and resources available for disaster preparedness and response, such as the Community Emergency Response Team (CERT) Training and the International Association of Emergency Managers (IAEM). [Source: www.palmspringsca.gov, www.iaem.org];']"}
+{"batch_x": [207852432.0, 240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0], "batch_y": [586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0], "batch_x_timestamps_datetime64_ns": [1101859200000000000, 1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000], "batch_y_timestamps_datetime64_ns": [1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.4178082048892975], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2005-07-25: The National Council on Disability (NCD) reported in 2005 that people with disabilities are often excluded from emergency planning, which can lead to higher mortality rates during disasters. [Source]; The ASEAN Agreement on Disaster Management and Emergency Response was signed in 2005 by 10 member states, including Brunei, Cambodia, and Indonesia, to enhance regional cooperation in disaster management. [Source]; The United States government has official websites and agencies, such as FEMA and the Department of Homeland Security, that provide information and resources for emergency preparedness and response. [Source] 2005-07-18: The Federal Emergency Management Agency (FEMA) has a National Flood Insurance Program to assess and mitigate flood damage. [Source: nfipservices.floodsmart.gov]; The United States Government Printing Office provides resources for emergency plans and disaster supply kits, and works with emergency managers to speed disaster response. [Source: pubs.usgs.gov]; The U.S. Agency for International Development provides humanitarian assistance for foreign disasters. [Source: response.reliefweb.int] 2005-07-11: The United States government has various programs and initiatives in place to prepare for and respond to emergencies and disasters, including bioterrorism, natural disasters, and public health emergencies. [Source] 2005-07-04: The U.S. Department of Homeland Security's Federal Emergency Management Agency (FEMA) has categorized tables to comply with NIMS category list. [Source: www.fema.gov]; The American College of Emergency Physicians (ACEP) states that many emergency physicians in the United States have experience treating patients with explosion-related injuries. [Source: www.acep.org]; The U.S. Agency for International Development (USAID) has an Office of U.S. Foreign Disaster Assistance (OFDA) that provides aid in disaster situations. [Source: response.reliefweb.int];\"\n \"Available facts are as follows: 2005-07-25: The National Council on Disability (NCD) reported in 2005 that people with disabilities are often excluded from emergency planning, which can lead to higher mortality rates during disasters. [Source]; The ASEAN Agreement on Disaster Management and Emergency Response was signed in 2005 by 10 member states, including Brunei, Cambodia, and Indonesia, to enhance regional cooperation in disaster management. [Source]; The United States government has official websites and agencies, such as FEMA and the Department of Homeland Security, that provide information and resources for emergency preparedness and response. [Source] 2005-07-18: The Federal Emergency Management Agency (FEMA) has a National Flood Insurance Program to assess and mitigate flood damage. [Source: nfipservices.floodsmart.gov]; The United States Government Printing Office provides resources for emergency plans and disaster supply kits, and works with emergency managers to speed disaster response. [Source: pubs.usgs.gov]; The U.S. Agency for International Development provides humanitarian assistance for foreign disasters. [Source: response.reliefweb.int] 2005-07-11: The United States government has various programs and initiatives in place to prepare for and respond to emergencies and disasters, including bioterrorism, natural disasters, and public health emergencies. [Source] 2005-07-04: The U.S. Department of Homeland Security's Federal Emergency Management Agency (FEMA) has categorized tables to comply with NIMS category list. [Source: www.fema.gov]; The American College of Emergency Physicians (ACEP) states that many emergency physicians in the United States have experience treating patients with explosion-related injuries. [Source: www.acep.org]; The U.S. Agency for International Development (USAID) has an Office of U.S. Foreign Disaster Assistance (OFDA) that provides aid in disaster situations. [Source: response.reliefweb.int];\"]"}
+{"batch_x": [240372000.0, 324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0], "batch_y": [1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0], "batch_x_timestamps_datetime64_ns": [1104537600000000000, 1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000], "batch_y_timestamps_datetime64_ns": [1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2005-08-22: The National Incident Management System (NIMS) was adopted by the U.S. Department of Homeland Security for use by all state and federal agencies. [Source]; Hurricane Katrina was one of the most devastating storms in U.S. history, affecting 92,000 square miles and leaving over 1,800 dead. [Source]; The Emergency Medical Treatment and Active Labor Act (EMTALA) is a law related to emergency care and disaster preparedness. [Source] 2005-08-15: The Federal Emergency Management Agency (FEMA) is responsible for disaster relief and emergency assistance in the United States. [Source] 2005-08-08: The United States has a comprehensive emergency response plan in place, which includes the Emergency Support Function (ESF); The federal government has designated funds for crisis and emergency assistance activities in response to natural disasters, and states have their own emergency management plans and protocols in place. [Source: www.acf.hhs.gov, www.leg.state.fl.us] 2005-08-01: The Robert T. Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C.) is a federal law that provides assistance to individuals affected by disasters. [Source]; The US Army Corps of Engineers has developed alternative dispute resolution procedures for conflict resolution. [Source]; Disaster and Emergency Preparedness is a core competency for nurses in the United States. [Source]; Humanitarian Assistance/Disaster Relief (HA/DR) Operations Planning involves re-deploying U.S. military assets or cancelling emergency deployments as the host nation and civilian agencies gain control. [Source]; Amma.org provides disaster relief services and emphasizes the importance of prayer for peaceful living. [Source];'\n 'Available facts are as follows: 2005-08-22: The National Incident Management System (NIMS) was adopted by the U.S. Department of Homeland Security for use by all state and federal agencies. [Source]; Hurricane Katrina was one of the most devastating storms in U.S. history, affecting 92,000 square miles and leaving over 1,800 dead. [Source]; The Emergency Medical Treatment and Active Labor Act (EMTALA) is a law related to emergency care and disaster preparedness. [Source] 2005-08-15: The Federal Emergency Management Agency (FEMA) is responsible for disaster relief and emergency assistance in the United States. [Source] 2005-08-08: The United States has a comprehensive emergency response plan in place, which includes the Emergency Support Function (ESF); The federal government has designated funds for crisis and emergency assistance activities in response to natural disasters, and states have their own emergency management plans and protocols in place. [Source: www.acf.hhs.gov, www.leg.state.fl.us] 2005-08-01: The Robert T. Stafford Disaster Relief and Emergency Assistance Act (42 U.S.C.) is a federal law that provides assistance to individuals affected by disasters. [Source]; The US Army Corps of Engineers has developed alternative dispute resolution procedures for conflict resolution. [Source]; Disaster and Emergency Preparedness is a core competency for nurses in the United States. [Source]; Humanitarian Assistance/Disaster Relief (HA/DR) Operations Planning involves re-deploying U.S. military assets or cancelling emergency deployments as the host nation and civilian agencies gain control. [Source]; Amma.org provides disaster relief services and emphasizes the importance of prayer for peaceful living. [Source];']"}
+{"batch_x": [324158560.0, 357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0], "batch_y": [914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0], "batch_x_timestamps_datetime64_ns": [1107216000000000000, 1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000], "batch_y_timestamps_datetime64_ns": [1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306]], "batch_text": "['Available facts are as follows: 2005-09-19: The Emergency Management Assistance Compact (EMAC) is a system for state emergency management agencies and resource providers to prepare for disasters [Source: www.emacweb.org].; The National Disaster Recovery Fund for Archives provides assistance to states, District of Columbia, and territories of the United States for disaster recovery [Source: www2.archivists.org].; The Federal Emergency Management Agency (FEMA) provides guidance on cashing and accepting for deposit disaster assistance checks and government benefit checks [Source: www.federalregister.gov].; The Centers for Disease Control and Prevention (CDC) provides guidance on safe use of tanker water for dialysis during natural disasters [Source: www.cdc.gov].; The Federal Deposit Insurance Corporation (FDIC) works with state, territory, and federal banking agencies to determine the status of financial institutions after a disaster [Source: www.fdic.gov].; The Katrina Emergency Tax Relief Act of 2005 provides emergency tax relief for persons affected by Hurricane Katrina [Source: www.congress.gov].; Amateur Radio Emergency Service (ARES) provides support in the event of an emergency or disaster [Source: www.arrl.org].; The Federal Food Assistance in Disasters program provides assistance through EBT cards and emergency/disaster assistance [Source: www.everycrsreport.com]. 2005-09-12: The U.S. Department of Homeland Security is responsible for safeguarding the American people, homeland, and values. [Source: www.dhs.gov]; The Federal Emergency Management Agency (FEMA) provides disaster assistance to states and requires emergency repairs to be done within 180 days of the disaster. [Source: www.fema.gov]; The U.S. Army Corps of Engineers has emergency operations and disaster impact models to respond to disasters. [Source: www.usace.army.mil]; The FBI has a proposal to support emergency workers during natural disasters and emergencies. [Source: www.fbi.gov]; The United Nations has a Disaster Relief Coordinator to respond to complex emergencies. [Source: www.un.org] 2005-09-05: The Governor of the State of California is authorized to proclaim a State of Emergency, which is the first step in accessing state/federal disaster relief programs. [Source: ceo.lacounty.gov]; Hurricane Katrina was the most destructive natural disaster in U.S. history. [Source: georgewbush-whitehouse.archives.gov]; The Americans with Disabilities Act (ADA) of 1990 can impact emergency preparedness plans. [Source: www.dol.gov] 2005-08-29: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management, and its funding is critical in responding to emergencies. [Source: georgewbush-whitehouse.archives.gov]In 2005, only 77% of U.S. colleges had a disaster recovery plan, and only 60% of these addressed computer networks. [Source: ojdla.com]The President of the United States has the power to declare a major disaster, which is a critical step in mobilizing resources for disaster response. [Source: www.msema.org];'\n 'Available facts are as follows: 2005-09-19: The Emergency Management Assistance Compact (EMAC) is a system for state emergency management agencies and resource providers to prepare for disasters [Source: www.emacweb.org].; The National Disaster Recovery Fund for Archives provides assistance to states, District of Columbia, and territories of the United States for disaster recovery [Source: www2.archivists.org].; The Federal Emergency Management Agency (FEMA) provides guidance on cashing and accepting for deposit disaster assistance checks and government benefit checks [Source: www.federalregister.gov].; The Centers for Disease Control and Prevention (CDC) provides guidance on safe use of tanker water for dialysis during natural disasters [Source: www.cdc.gov].; The Federal Deposit Insurance Corporation (FDIC) works with state, territory, and federal banking agencies to determine the status of financial institutions after a disaster [Source: www.fdic.gov].; The Katrina Emergency Tax Relief Act of 2005 provides emergency tax relief for persons affected by Hurricane Katrina [Source: www.congress.gov].; Amateur Radio Emergency Service (ARES) provides support in the event of an emergency or disaster [Source: www.arrl.org].; The Federal Food Assistance in Disasters program provides assistance through EBT cards and emergency/disaster assistance [Source: www.everycrsreport.com]. 2005-09-12: The U.S. Department of Homeland Security is responsible for safeguarding the American people, homeland, and values. [Source: www.dhs.gov]; The Federal Emergency Management Agency (FEMA) provides disaster assistance to states and requires emergency repairs to be done within 180 days of the disaster. [Source: www.fema.gov]; The U.S. Army Corps of Engineers has emergency operations and disaster impact models to respond to disasters. [Source: www.usace.army.mil]; The FBI has a proposal to support emergency workers during natural disasters and emergencies. [Source: www.fbi.gov]; The United Nations has a Disaster Relief Coordinator to respond to complex emergencies. [Source: www.un.org] 2005-09-05: The Governor of the State of California is authorized to proclaim a State of Emergency, which is the first step in accessing state/federal disaster relief programs. [Source: ceo.lacounty.gov]; Hurricane Katrina was the most destructive natural disaster in U.S. history. [Source: georgewbush-whitehouse.archives.gov]; The Americans with Disabilities Act (ADA) of 1990 can impact emergency preparedness plans. [Source: www.dol.gov] 2005-08-29: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster management, and its funding is critical in responding to emergencies. [Source: georgewbush-whitehouse.archives.gov]In 2005, only 77% of U.S. colleges had a disaster recovery plan, and only 60% of these addressed computer networks. [Source: ojdla.com]The President of the United States has the power to declare a major disaster, which is a critical step in mobilizing resources for disaster response. [Source: www.msema.org];']"}
+{"batch_x": [357193696.0, 315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0], "batch_y": [583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0], "batch_x_timestamps_datetime64_ns": [1109635200000000000, 1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000], "batch_y_timestamps_datetime64_ns": [1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2005-10-24: Hurricane Katrina was a historic disaster that occurred in 2005, with FEMA playing a key role in emergency response and disaster relief. [Source: www.fema.gov]; The Revolving Natural Disasters Fund (FONDEN) was activated for immediate relief of affected populations in emergency situations. [Source: reliefweb.int]; The Stafford Natural Disaster Act is a federal law that guides emergency response type solicitations. [Source: www.acquisition.gov] 2005-10-17: The United States government has taken steps to prepare for and respond to disasters, including hurricanes, through federal agencies such as the Federal Highway Administration (FHWA) and the Federal Emergency Management Agency (FEMA). [Source]; In 2005, the US government passed laws to provide community disaster loans and support to Federal, State, and local agencies in response to disasters. [Source] 2005-10-10: The official national emergency number in the United States and Canada is 911. [Source: www.suffolkcountyny.gov]; The Federal Emergency Management Agency (FEMA) is responsible for disaster and emergency planning in the United States. [Source: www.warrenville.il.us]; The U.S. Department of Education provides resources for developing emergency preparedness plans for schools. [Source: www.fema.gov]; The U.S. Department of Homeland Security (DHS) is involved in disaster and emergency planning. [Source: www.warrenville.il.us] 2005-10-03: The United States has experienced significant disasters, including Hurricane Katrina, which led to a massive response from the federal government, including the Department of Transportation and the Department of the Interior. [Source: www.transportation.gov, www.doi.gov];'\n 'Available facts are as follows: 2005-10-24: Hurricane Katrina was a historic disaster that occurred in 2005, with FEMA playing a key role in emergency response and disaster relief. [Source: www.fema.gov]; The Revolving Natural Disasters Fund (FONDEN) was activated for immediate relief of affected populations in emergency situations. [Source: reliefweb.int]; The Stafford Natural Disaster Act is a federal law that guides emergency response type solicitations. [Source: www.acquisition.gov] 2005-10-17: The United States government has taken steps to prepare for and respond to disasters, including hurricanes, through federal agencies such as the Federal Highway Administration (FHWA) and the Federal Emergency Management Agency (FEMA). [Source]; In 2005, the US government passed laws to provide community disaster loans and support to Federal, State, and local agencies in response to disasters. [Source] 2005-10-10: The official national emergency number in the United States and Canada is 911. [Source: www.suffolkcountyny.gov]; The Federal Emergency Management Agency (FEMA) is responsible for disaster and emergency planning in the United States. [Source: www.warrenville.il.us]; The U.S. Department of Education provides resources for developing emergency preparedness plans for schools. [Source: www.fema.gov]; The U.S. Department of Homeland Security (DHS) is involved in disaster and emergency planning. [Source: www.warrenville.il.us] 2005-10-03: The United States has experienced significant disasters, including Hurricane Katrina, which led to a massive response from the federal government, including the Department of Transportation and the Department of the Interior. [Source: www.transportation.gov, www.doi.gov];']"}
+{"batch_x": [315338368.0, 344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0], "batch_y": [704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0], "batch_x_timestamps_datetime64_ns": [1112313600000000000, 1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000], "batch_y_timestamps_datetime64_ns": [1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653]], "batch_text": "[\"Available facts are as follows: 2005-11-21: The United States government has declared major disasters for areas impacted by Hurricane Katrina in Louisiana, Mississippi, Florida, and Alabama. [Source: reliefweb.int] 2005-11-14: The United States has various emergency management plans and regulations in place, including the National Incident Management System (NIMS) and disaster and emergency powers compendium for all states. [Source: www.oig.dhs.gov, www.sos.mo.gov]; Nursing schools in the United States have emergency preparedness curricula, which cover topics such as disaster management and emergency powers. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) offers independent study courses on emergency management, including hazardous materials and disaster assistance. [Source: training.fema.gov]; The United States has guidelines and materials for court emergency preparedness, developed by state Supreme Courts and/or State Administrative Offices of the Courts. [Source: www.tmcec.com] 2005-11-07: The United States has experienced severe heatwaves, such as the Heatwave of July 1936, which brought record-high temperatures to the Plains, Upper Midwest, and Great Lakes regions. [Source: www.weather.gov]; The Federal Emergency Management Agency (FEMA) provides resources and assistance during disasters, including search and rescue capabilities. [Source: www.fema.gov]; The Centers for Disease Control and Prevention (CDC) provide guidance on preparing a home water supply and maintaining hygiene during emergency situations, including natural disasters. [Source: www.cdc.gov] 2005-10-31: The deadliest tornado in the United States since 1999 occurred in Evansville on November 6, 2005, and was the worst disaster Indiana had endured in over thirty years. [Source]; The Pasadena Local Emergency Alert System (P.L.E.A.S.) is a system used to respond to large-scale disasters. [Source]; The U.S. Department of Agriculture's Forest Service and other emergency management organizations provide Incident Command System (ICS) hardcopy materials. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance in times of disaster or emergency. [Source]; The Emergency Operations Center (EOC) in Yukon, OK is organized according to the guidelines of the U.S. Department of Homeland Security. [Source];\"\n \"Available facts are as follows: 2005-11-21: The United States government has declared major disasters for areas impacted by Hurricane Katrina in Louisiana, Mississippi, Florida, and Alabama. [Source: reliefweb.int] 2005-11-14: The United States has various emergency management plans and regulations in place, including the National Incident Management System (NIMS) and disaster and emergency powers compendium for all states. [Source: www.oig.dhs.gov, www.sos.mo.gov]; Nursing schools in the United States have emergency preparedness curricula, which cover topics such as disaster management and emergency powers. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) offers independent study courses on emergency management, including hazardous materials and disaster assistance. [Source: training.fema.gov]; The United States has guidelines and materials for court emergency preparedness, developed by state Supreme Courts and/or State Administrative Offices of the Courts. [Source: www.tmcec.com] 2005-11-07: The United States has experienced severe heatwaves, such as the Heatwave of July 1936, which brought record-high temperatures to the Plains, Upper Midwest, and Great Lakes regions. [Source: www.weather.gov]; The Federal Emergency Management Agency (FEMA) provides resources and assistance during disasters, including search and rescue capabilities. [Source: www.fema.gov]; The Centers for Disease Control and Prevention (CDC) provide guidance on preparing a home water supply and maintaining hygiene during emergency situations, including natural disasters. [Source: www.cdc.gov] 2005-10-31: The deadliest tornado in the United States since 1999 occurred in Evansville on November 6, 2005, and was the worst disaster Indiana had endured in over thirty years. [Source]; The Pasadena Local Emergency Alert System (P.L.E.A.S.) is a system used to respond to large-scale disasters. [Source]; The U.S. Department of Agriculture's Forest Service and other emergency management organizations provide Incident Command System (ICS) hardcopy materials. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that provides assistance in times of disaster or emergency. [Source]; The Emergency Operations Center (EOC) in Yukon, OK is organized according to the guidelines of the U.S. Department of Homeland Security. [Source];\"]"}
+{"batch_x": [344046688.0, 267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0], "batch_y": [612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0], "batch_x_timestamps_datetime64_ns": [1114905600000000000, 1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000], "batch_y_timestamps_datetime64_ns": [1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2005-12-26: Floods are the most common and most destructive natural disaster in the United States. [Source: agents.floodsmart.gov]; The United States has more tornadoes than any other country in the world. [Source: www.fleetofangels.org] 2005-12-19: Objective facts about the Climate and Disaster situation:The United States engages in international efforts on tsunami and disaster response, and has national and local emergency management systems in place. [Source: nws.weather.gov]Various government agencies and organizations provide resources and guidelines for disaster preparedness, response, and management, including the National Weather Service, local sheriff's offices, and emergency services departments. [Source: www.co.kittitas.wa.us, emergencyservices.honolulu.gov] 2005-12-12: The Emergency Nurses Association is dedicated to defining the future of emergency nursing. [Source: www.ena.org]; The state of Washington has rules for periodic general inspection and emergency rules during a pandemic, natural disaster, or other declared state of emergency. [Source: app.leg.wa.gov]; Hamilton County's Emergency Management Agency recognizes that every disaster scenario is unique and requires a dynamic process. [Source: www.hamiltoncountyohio.gov]; The United States has experienced bombing incidents, and disaster planning and emergency medical services are essential. [Source: pubmed.ncbi.nlm.nih.gov]; Disaster and emergency communications have evolved over time, from optical telegraphy to mobile and radio communications. [Source: www.ncbi.nlm.nih.gov]; Dawson County has a Community Wildfire Protection and Pre-Disaster Mitigation Plan to address hazards such as floods. [Source: dnrc.mt.gov]; Individuals and collaborative efforts played a crucial role in responding to Hurricanes Katrina and Rita. [Source: www.ncbi.nlm.nih.gov]; Wibaux County has a Community Wildfire Protection and Pre-Disaster Mitigation Plan to address hazards such as wildfires. [Source: dnrc.mt.gov]; Inspecting buildings after natural disasters is crucial, as shown by recent hurricanes in the United States and the earthquake in Pakistan. [Source: www.fs.usda.gov]; The Temple Emergency Action Corps (TEAC) was established to provide medical disaster relief in the United States and other American countries. [Source: teactemple.org] 2005-12-05: The United States experienced a major disaster in FEMA's 26-year history with Hurricane Katrina, which led to Presidential emergency declarations in 44 states and the District of Columbia. [Source]; The effects of disasters like Hurricane Katrina and the 9/11 terrorist attacks affect economic activity and are reflected in GDP and related income measures. [Source]; The National Disaster Medical System has declined, with the Secretary reporting directly to the Secretary of HHS. [Source];\"\n \"Available facts are as follows: 2005-12-26: Floods are the most common and most destructive natural disaster in the United States. [Source: agents.floodsmart.gov]; The United States has more tornadoes than any other country in the world. [Source: www.fleetofangels.org] 2005-12-19: Objective facts about the Climate and Disaster situation:The United States engages in international efforts on tsunami and disaster response, and has national and local emergency management systems in place. [Source: nws.weather.gov]Various government agencies and organizations provide resources and guidelines for disaster preparedness, response, and management, including the National Weather Service, local sheriff's offices, and emergency services departments. [Source: www.co.kittitas.wa.us, emergencyservices.honolulu.gov] 2005-12-12: The Emergency Nurses Association is dedicated to defining the future of emergency nursing. [Source: www.ena.org]; The state of Washington has rules for periodic general inspection and emergency rules during a pandemic, natural disaster, or other declared state of emergency. [Source: app.leg.wa.gov]; Hamilton County's Emergency Management Agency recognizes that every disaster scenario is unique and requires a dynamic process. [Source: www.hamiltoncountyohio.gov]; The United States has experienced bombing incidents, and disaster planning and emergency medical services are essential. [Source: pubmed.ncbi.nlm.nih.gov]; Disaster and emergency communications have evolved over time, from optical telegraphy to mobile and radio communications. [Source: www.ncbi.nlm.nih.gov]; Dawson County has a Community Wildfire Protection and Pre-Disaster Mitigation Plan to address hazards such as floods. [Source: dnrc.mt.gov]; Individuals and collaborative efforts played a crucial role in responding to Hurricanes Katrina and Rita. [Source: www.ncbi.nlm.nih.gov]; Wibaux County has a Community Wildfire Protection and Pre-Disaster Mitigation Plan to address hazards such as wildfires. [Source: dnrc.mt.gov]; Inspecting buildings after natural disasters is crucial, as shown by recent hurricanes in the United States and the earthquake in Pakistan. [Source: www.fs.usda.gov]; The Temple Emergency Action Corps (TEAC) was established to provide medical disaster relief in the United States and other American countries. [Source: teactemple.org] 2005-12-05: The United States experienced a major disaster in FEMA's 26-year history with Hurricane Katrina, which led to Presidential emergency declarations in 44 states and the District of Columbia. [Source]; The effects of disasters like Hurricane Katrina and the 9/11 terrorist attacks affect economic activity and are reflected in GDP and related income measures. [Source]; The National Disaster Medical System has declined, with the Secretary reporting directly to the Secretary of HHS. [Source];\"]"}
+{"batch_x": [267721824.0, 297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0], "batch_y": [526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0], "batch_x_timestamps_datetime64_ns": [1117584000000000000, 1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000], "batch_y_timestamps_datetime64_ns": [1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2006-01-23: The United States has experienced various disasters, including Hurricane Katrina, which was a social and public health disaster that highlighted the underlying vulnerability of the affected communities. [Source: www.ncbi.nlm.nih.gov]; The Disaster Relief and Emergency Assistance Act is a federal regulation that provides assistance to individuals and communities affected by disasters. [Source: www.ssa.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster preparedness. [Source: training.fema.gov] 2006-01-16: The United States Congress has investigated the federal response to Hurricane Katrina, highlighting the need for improved disaster relief and emergency preparedness. [Source]; Each commercial nuclear power reactor in the US has onsite and offsite emergency plans to protect against disasters. [Source]; The National Institute of Justice has assessed the preparedness of large retail malls to prevent and respond to disasters, emphasizing the need for coordination and rehearsal. [Source]; The Louisiana State Government has proposed a Master Action Plan to address disaster recovery, including federal disaster declarations and emergency management. [Source]; Emergency preparedness has become a priority in the US, with a focus on home healthcare nurses and community response teams. [Source] 2006-01-09: The United States has a joint contingency plan with Mexico for disaster preparedness and response, which includes an all-hazards plan and coordination with Local Emergency Planning Committees (LEPCs) [Source: archive.epa.gov].; The Social Security Act has provisions for emergency areas and allows for certain actions to be taken in response to disasters [Source: www.ssa.gov].; The Agency for Toxic Substances and Disease Registry emphasizes the importance of evidence-based disaster planning [Source: pubmed.ncbi.nlm.nih.gov].; The US Department of Agriculture provides emergency loans to farmers affected by natural disasters [Source: www.nj.gov].; The Wireless Information System for Emergency Responders (WISER) provides critical information to emergency responders during disasters [Source: www.ncbi.nlm.nih.gov].; Emergency management in the United States involves coordination between federal, state, and local governments, with over two-thirds of state budgets allocated for disaster management [Source: www.jstor.org]. 2006-01-02: The United States has experienced a broad spectrum of large-scale disasters, and examination of responses to these disasters has revealed problems in emergency response capabilities. [Source: www.jstor.org, dspace.mit.edu]; There are important deficiencies in school emergency/disaster planning in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) has provided disaster recovery funds to states impacted by hurricanes. [Source: www.everycrsreport.com]; The Centers for Disease Control and Prevention (CDC) has deployed professionals into disaster zones to respond to emergencies. [Source: www.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2006-01-23: The United States has experienced various disasters, including Hurricane Katrina, which was a social and public health disaster that highlighted the underlying vulnerability of the affected communities. [Source: www.ncbi.nlm.nih.gov]; The Disaster Relief and Emergency Assistance Act is a federal regulation that provides assistance to individuals and communities affected by disasters. [Source: www.ssa.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster preparedness. [Source: training.fema.gov] 2006-01-16: The United States Congress has investigated the federal response to Hurricane Katrina, highlighting the need for improved disaster relief and emergency preparedness. [Source]; Each commercial nuclear power reactor in the US has onsite and offsite emergency plans to protect against disasters. [Source]; The National Institute of Justice has assessed the preparedness of large retail malls to prevent and respond to disasters, emphasizing the need for coordination and rehearsal. [Source]; The Louisiana State Government has proposed a Master Action Plan to address disaster recovery, including federal disaster declarations and emergency management. [Source]; Emergency preparedness has become a priority in the US, with a focus on home healthcare nurses and community response teams. [Source] 2006-01-09: The United States has a joint contingency plan with Mexico for disaster preparedness and response, which includes an all-hazards plan and coordination with Local Emergency Planning Committees (LEPCs) [Source: archive.epa.gov].; The Social Security Act has provisions for emergency areas and allows for certain actions to be taken in response to disasters [Source: www.ssa.gov].; The Agency for Toxic Substances and Disease Registry emphasizes the importance of evidence-based disaster planning [Source: pubmed.ncbi.nlm.nih.gov].; The US Department of Agriculture provides emergency loans to farmers affected by natural disasters [Source: www.nj.gov].; The Wireless Information System for Emergency Responders (WISER) provides critical information to emergency responders during disasters [Source: www.ncbi.nlm.nih.gov].; Emergency management in the United States involves coordination between federal, state, and local governments, with over two-thirds of state budgets allocated for disaster management [Source: www.jstor.org]. 2006-01-02: The United States has experienced a broad spectrum of large-scale disasters, and examination of responses to these disasters has revealed problems in emergency response capabilities. [Source: www.jstor.org, dspace.mit.edu]; There are important deficiencies in school emergency/disaster planning in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) has provided disaster recovery funds to states impacted by hurricanes. [Source: www.everycrsreport.com]; The Centers for Disease Control and Prevention (CDC) has deployed professionals into disaster zones to respond to emergencies. [Source: www.ncbi.nlm.nih.gov];']"}
+{"batch_x": [297710048.0, 586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0], "batch_y": [1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0], "batch_x_timestamps_datetime64_ns": [1120176000000000000, 1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000], "batch_y_timestamps_datetime64_ns": [1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2006-02-20: The United States has a National Response Plan to coordinate federal responses to disasters and emergencies. [Source]; The Federal government provides funds to states for disaster preparations and response. [Source]; State and local governments have their own emergency management offices and plans to prepare for and respond to disasters. [Source] 2006-02-13: Most emergencies and disasters do not receive Federal disaster declarations in the United States. [Source: training.fema.gov]; A natural disaster in the United States, or a major disaster or emergency designated by the President under the Robert T. Stafford Disaster Relief and Emergency Assistance Act, can trigger certain federal programs and assistance. [Source: www.fsa.usda.gov]; Before an individual can be determined eligible for Disaster Unemployment Assistance, it must be declared by the President of the United States. [Source: www.acf.hhs.gov]; The Stafford Disaster Relief and Emergency Assistance Act provides authorities for emergency waivers of EPA regulations in the United States, including wetlands. [Source: www.everycrsreport.com] 2006-02-06: The Federal Emergency Management Agency (FEMA) designates counties or parishes for disaster assistance for individuals and households. [Source]; The Division of Emergency Management provides Basic Community Emergency Response Team (CERT) training, a national training program in the United States. [Source]; The President of the United States has available certain powers that may be exercised in the event of a crisis, exigency, or emergency. [Source]; The Occupant Emergency Program (OEP) manages the Departmental Emergency Operations Center (EOC) and prepares for emergencies and disasters. [Source] 2006-01-30: The United States faces challenges in dealing with terrorism, natural disasters, and public health emergencies. [Source: pubmed.ncbi.nlm.nih.gov]; Hurricane Rita was one of the strongest storms, and the Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) was used for disaster declaration and Federal assistance. [Source: www.fema.gov];'\n 'Available facts are as follows: 2006-02-20: The United States has a National Response Plan to coordinate federal responses to disasters and emergencies. [Source]; The Federal government provides funds to states for disaster preparations and response. [Source]; State and local governments have their own emergency management offices and plans to prepare for and respond to disasters. [Source] 2006-02-13: Most emergencies and disasters do not receive Federal disaster declarations in the United States. [Source: training.fema.gov]; A natural disaster in the United States, or a major disaster or emergency designated by the President under the Robert T. Stafford Disaster Relief and Emergency Assistance Act, can trigger certain federal programs and assistance. [Source: www.fsa.usda.gov]; Before an individual can be determined eligible for Disaster Unemployment Assistance, it must be declared by the President of the United States. [Source: www.acf.hhs.gov]; The Stafford Disaster Relief and Emergency Assistance Act provides authorities for emergency waivers of EPA regulations in the United States, including wetlands. [Source: www.everycrsreport.com] 2006-02-06: The Federal Emergency Management Agency (FEMA) designates counties or parishes for disaster assistance for individuals and households. [Source]; The Division of Emergency Management provides Basic Community Emergency Response Team (CERT) training, a national training program in the United States. [Source]; The President of the United States has available certain powers that may be exercised in the event of a crisis, exigency, or emergency. [Source]; The Occupant Emergency Program (OEP) manages the Departmental Emergency Operations Center (EOC) and prepares for emergencies and disasters. [Source] 2006-01-30: The United States faces challenges in dealing with terrorism, natural disasters, and public health emergencies. [Source: pubmed.ncbi.nlm.nih.gov]; Hurricane Rita was one of the strongest storms, and the Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) was used for disaster declaration and Federal assistance. [Source: www.fema.gov];']"}
+{"batch_x": [586795968.0, 1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0], "batch_y": [1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0], "batch_x_timestamps_datetime64_ns": [1122854400000000000, 1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000], "batch_y_timestamps_datetime64_ns": [1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2006-03-20: The EMS Compact has been enacted by legislation in 21 states to protect the public and enhance the Emergency Medical Services system in the United States. [Source]; The Federal Emergency Management Agency (FEMA) and other U.S. agencies respond to incidents that exceed the capacity of state and local actors. [Source]; The Governor's Division of Emergency Management in Texas ensures the safe and efficient evacuation of Texans with special needs in the event of a disaster. [Source]; The United States has a system of federal and state disaster assistance, with state and local emergency managers playing a key role. [Source] 2006-03-13: Floods are the most common and widespread of all natural disasters, and most communities in the United States experience flooding. [Source: www.fema.gov] 2006-03-06: The Stafford Act provides major disaster and emergency assistance to states, and related to Stafford Act disasters and emergencies, and other [Source: www.gao.gov]; The Federal Emergency Management Agency (FEMA) provides disaster assistance, including disaster unemployment benefits [Source: www.justice.gov]; The National Flood Insurance Program is a program that states can participate in to mitigate flood disasters [Source: www.illinois.gov] 2006-02-27: The United States government has official websites and programs dedicated to disaster assistance, such as the Federal Emergency Management Agency (FEMA) and the American Red Cross. [Source];\"\n \"Available facts are as follows: 2006-03-20: The EMS Compact has been enacted by legislation in 21 states to protect the public and enhance the Emergency Medical Services system in the United States. [Source]; The Federal Emergency Management Agency (FEMA) and other U.S. agencies respond to incidents that exceed the capacity of state and local actors. [Source]; The Governor's Division of Emergency Management in Texas ensures the safe and efficient evacuation of Texans with special needs in the event of a disaster. [Source]; The United States has a system of federal and state disaster assistance, with state and local emergency managers playing a key role. [Source] 2006-03-13: Floods are the most common and widespread of all natural disasters, and most communities in the United States experience flooding. [Source: www.fema.gov] 2006-03-06: The Stafford Act provides major disaster and emergency assistance to states, and related to Stafford Act disasters and emergencies, and other [Source: www.gao.gov]; The Federal Emergency Management Agency (FEMA) provides disaster assistance, including disaster unemployment benefits [Source: www.justice.gov]; The National Flood Insurance Program is a program that states can participate in to mitigate flood disasters [Source: www.illinois.gov] 2006-02-27: The United States government has official websites and programs dedicated to disaster assistance, such as the Federal Emergency Management Agency (FEMA) and the American Red Cross. [Source];\"]"}
+{"batch_x": [1379041792.0, 914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0], "batch_y": [1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0], "batch_x_timestamps_datetime64_ns": [1125532800000000000, 1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000], "batch_y_timestamps_datetime64_ns": [1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2006-04-24: The United States has a system in place to respond to disasters, with FEMA playing a key role in supporting state and local response and recovery operations. [Source: www.fema.gov]; The federal government can declare a major disaster or emergency in advance to support state and local response efforts. [Source: www.disastersrus.org] 2006-04-17: Objective facts about the Climate and Disaster situation:The Robert T. Stafford Disaster Relief and Emergency Assistance Act clarifies the preference for local firms in the award of certain contracts for disaster relief efforts. [Source: www.congress.gov]Hurricane Katrina was one of the most devastating natural disasters in United States history. [Source: www.disastersrus.org] 2006-04-10: The United States has a National Disaster Medical System (NDMS), a nation-wide mutual aid network consisting of multiple agencies [Source: ahca.myflorida.com].; The country also has a National Emergency Response Team (ERT-N) and a National Incident Management System (NIMS) for interagency coordination and emergency management [Source: pubmed.ncbi.nlm.nih.gov].; The Department of Homeland Security (DHS) plays a key role in emergency management in the United States [Source: bergen.edu]. 2006-04-03: The Federal Emergency Management Agency (FEMA) in the US Department of Homeland Security sponsors National Preparedness Month every September. [Source]; The US Department of Homeland Security provides resources for disaster preparedness and recovery, including flood hazard mapping and disaster assistance management systems. [Source];'\n 'Available facts are as follows: 2006-04-24: The United States has a system in place to respond to disasters, with FEMA playing a key role in supporting state and local response and recovery operations. [Source: www.fema.gov]; The federal government can declare a major disaster or emergency in advance to support state and local response efforts. [Source: www.disastersrus.org] 2006-04-17: Objective facts about the Climate and Disaster situation:The Robert T. Stafford Disaster Relief and Emergency Assistance Act clarifies the preference for local firms in the award of certain contracts for disaster relief efforts. [Source: www.congress.gov]Hurricane Katrina was one of the most devastating natural disasters in United States history. [Source: www.disastersrus.org] 2006-04-10: The United States has a National Disaster Medical System (NDMS), a nation-wide mutual aid network consisting of multiple agencies [Source: ahca.myflorida.com].; The country also has a National Emergency Response Team (ERT-N) and a National Incident Management System (NIMS) for interagency coordination and emergency management [Source: pubmed.ncbi.nlm.nih.gov].; The Department of Homeland Security (DHS) plays a key role in emergency management in the United States [Source: bergen.edu]. 2006-04-03: The Federal Emergency Management Agency (FEMA) in the US Department of Homeland Security sponsors National Preparedness Month every September. [Source]; The US Department of Homeland Security provides resources for disaster preparedness and recovery, including flood hazard mapping and disaster assistance management systems. [Source];']"}
+{"batch_x": [914419456.0, 583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0], "batch_y": [1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0], "batch_x_timestamps_datetime64_ns": [1128124800000000000, 1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000], "batch_y_timestamps_datetime64_ns": [1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2006-05-22: The United States has a history of declaring states of emergency and public health emergencies in response to disasters, such as Governor Murphy\\'s declaration on March 9, 2020. [Source: www.nj.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency preparedness and response to terrorist attacks, major disasters, and other emergencies. [Source: training.fema.gov]; According to the United Nations International Strategy for Disaster Reduction, 2005 saw an 18% rise in natural disasters. [Source: apps.who.int] 2006-05-15: Objective facts about the Climate and Disaster situation:The United States has a \"bottom-up\" system of emergency response, where local authorities are initially responsible for disaster response. [Source: www.hks.harvard.edu]Since 1973, FEMA has declared major disasters or emergencies, with 13 disaster declarations and 6 emergency declarations in the Central NH Region. [Source: cnhrpc.org] 2006-05-08: The April 12-14 weather events in Broward County were declared a major disaster in the State of Florida. [Source: www.adrcbroward.org]; The U.S. military command, USNORTHCOM, is prepared to respond to disasters that exceed the capabilities of local, state, and federal authorities. [Source: www.northcom.mil]; The Office of Emergency Management in Baltimore City is responsible for emergency planning, partnerships, collaboration, and coordination to prepare for emergencies and disasters. [Source: emergency.baltimorecity.gov]; The American Hospital Association (AHA) has a disaster readiness agreement signed by 22 hospitals in the Twin Cities area, serving as a model for other metropolitan or regional disaster readiness agreements. [Source: www.aha.org]; FEMA\\'s ESF-9 provides support for emergency medical services during disasters, including activating the Emergency Support Team (EST) to respond to unmet needs. [Source: www.fema.gov]; The City of Corpus Christi\\'s Emergency Operations Center plays a critical role in disaster management and hurricane preparedness. [Source: www.cctexas.com]; United Way is involved in disaster relief efforts, focusing on health, education, and financial wellness for affected communities. [Source: www.norcalunitedway.org]; The Texas Health and Human Services department has an Emergency Services Program (ESP) leader and staff who respond to disasters, setting up offices in state locations or joint field offices in disaster areas. [Source: www.hhs.texas.gov] 2006-05-01: The Office of Emergency Management in San José aims to lessen the impact of potential disasters and emergencies. [Source: www.sanjoseca.gov]; Seismic hazards pose a serious threat throughout much of the United States. [Source: www.fema.gov]; The National Guard can be employed in the service of the United States during emergencies such as natural disasters or civil disturbances. [Source: www.nationalguard.mil]; The U.S. Department of Homeland Security has announced measures to strengthen the Federal Emergency Management Agency\\'s response to disasters. [Source: hazards.colorado.edu]; CARE provides disaster relief aid to the poorest communities in the world. [Source: www.care.org]; The Arizona Department of Health Services determines and declares emergencies, including those related to wildfires. [Source: www.azdhs.gov]; El Dorado County provides emergency medical services and has a system for subscribing to emergency alerts. [Source: www.edcgov.us]; The National Emergency Management Association provides information on state emergency management agencies. [Source: www.disastersrus.org]; The U.S. Department of the Interior coordinates emergency response activities, including interagency assistance and public safety on departmental lands. [Source: www.doi.gov]; Iowa State University Extension and Outreach provides resources for disaster recovery and emergency planning. [Source: www.extension.iastate.edu];'\n 'Available facts are as follows: 2006-05-22: The United States has a history of declaring states of emergency and public health emergencies in response to disasters, such as Governor Murphy\\'s declaration on March 9, 2020. [Source: www.nj.gov]; The Federal Emergency Management Agency (FEMA) provides training and resources for emergency preparedness and response to terrorist attacks, major disasters, and other emergencies. [Source: training.fema.gov]; According to the United Nations International Strategy for Disaster Reduction, 2005 saw an 18% rise in natural disasters. [Source: apps.who.int] 2006-05-15: Objective facts about the Climate and Disaster situation:The United States has a \"bottom-up\" system of emergency response, where local authorities are initially responsible for disaster response. [Source: www.hks.harvard.edu]Since 1973, FEMA has declared major disasters or emergencies, with 13 disaster declarations and 6 emergency declarations in the Central NH Region. [Source: cnhrpc.org] 2006-05-08: The April 12-14 weather events in Broward County were declared a major disaster in the State of Florida. [Source: www.adrcbroward.org]; The U.S. military command, USNORTHCOM, is prepared to respond to disasters that exceed the capabilities of local, state, and federal authorities. [Source: www.northcom.mil]; The Office of Emergency Management in Baltimore City is responsible for emergency planning, partnerships, collaboration, and coordination to prepare for emergencies and disasters. [Source: emergency.baltimorecity.gov]; The American Hospital Association (AHA) has a disaster readiness agreement signed by 22 hospitals in the Twin Cities area, serving as a model for other metropolitan or regional disaster readiness agreements. [Source: www.aha.org]; FEMA\\'s ESF-9 provides support for emergency medical services during disasters, including activating the Emergency Support Team (EST) to respond to unmet needs. [Source: www.fema.gov]; The City of Corpus Christi\\'s Emergency Operations Center plays a critical role in disaster management and hurricane preparedness. [Source: www.cctexas.com]; United Way is involved in disaster relief efforts, focusing on health, education, and financial wellness for affected communities. [Source: www.norcalunitedway.org]; The Texas Health and Human Services department has an Emergency Services Program (ESP) leader and staff who respond to disasters, setting up offices in state locations or joint field offices in disaster areas. [Source: www.hhs.texas.gov] 2006-05-01: The Office of Emergency Management in San José aims to lessen the impact of potential disasters and emergencies. [Source: www.sanjoseca.gov]; Seismic hazards pose a serious threat throughout much of the United States. [Source: www.fema.gov]; The National Guard can be employed in the service of the United States during emergencies such as natural disasters or civil disturbances. [Source: www.nationalguard.mil]; The U.S. Department of Homeland Security has announced measures to strengthen the Federal Emergency Management Agency\\'s response to disasters. [Source: hazards.colorado.edu]; CARE provides disaster relief aid to the poorest communities in the world. [Source: www.care.org]; The Arizona Department of Health Services determines and declares emergencies, including those related to wildfires. [Source: www.azdhs.gov]; El Dorado County provides emergency medical services and has a system for subscribing to emergency alerts. [Source: www.edcgov.us]; The National Emergency Management Association provides information on state emergency management agencies. [Source: www.disastersrus.org]; The U.S. Department of the Interior coordinates emergency response activities, including interagency assistance and public safety on departmental lands. [Source: www.doi.gov]; Iowa State University Extension and Outreach provides resources for disaster recovery and emergency planning. [Source: www.extension.iastate.edu];']"}
+{"batch_x": [583910080.0, 704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0], "batch_y": [447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0], "batch_x_timestamps_datetime64_ns": [1130803200000000000, 1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000], "batch_y_timestamps_datetime64_ns": [1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2006-06-19: Objective facts about the Climate and Disaster situation:The United States experiences frequent floods, and social science hazards and disaster research has advanced in the country and internationally. [Source: nap.nationalacademies.org] 2006-06-12: The emergency management organization in a State government has responsibilities that include disaster preparedness and support for emergency and trauma care. [Source: training.fema.gov]; A national crisis in emergency care is brewing, and there is a need for disaster preparedness and support for emergency and trauma care in the United States. [Source: nap.nationalacademies.org]; The Federal Emergency Management Agency (FEMA) and the Department of Homeland Security (DHS) have responsibilities to improve disaster relief efforts. [Source: www.gao.gov] 2006-06-05: Hurricane Katrina became the deadliest U.S. hurricane since 1928 and likely the costliest natural disaster on record in the United States. [Source: www.cdc.gov]; There is a need to integrate hospitals into community emergency preparedness to deflect potential disaster and save lives. [Source: pubmed.ncbi.nlm.nih.gov] 2006-05-29: Flooding causes more deaths in the United States than any other thunderstorm-related hazard. [Source: nj.gov];'\n 'Available facts are as follows: 2006-06-19: Objective facts about the Climate and Disaster situation:The United States experiences frequent floods, and social science hazards and disaster research has advanced in the country and internationally. [Source: nap.nationalacademies.org] 2006-06-12: The emergency management organization in a State government has responsibilities that include disaster preparedness and support for emergency and trauma care. [Source: training.fema.gov]; A national crisis in emergency care is brewing, and there is a need for disaster preparedness and support for emergency and trauma care in the United States. [Source: nap.nationalacademies.org]; The Federal Emergency Management Agency (FEMA) and the Department of Homeland Security (DHS) have responsibilities to improve disaster relief efforts. [Source: www.gao.gov] 2006-06-05: Hurricane Katrina became the deadliest U.S. hurricane since 1928 and likely the costliest natural disaster on record in the United States. [Source: www.cdc.gov]; There is a need to integrate hospitals into community emergency preparedness to deflect potential disaster and save lives. [Source: pubmed.ncbi.nlm.nih.gov] 2006-05-29: Flooding causes more deaths in the United States than any other thunderstorm-related hazard. [Source: nj.gov];']"}
+{"batch_x": [704235456.0, 612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0], "batch_y": [674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0], "batch_x_timestamps_datetime64_ns": [1133395200000000000, 1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000], "batch_y_timestamps_datetime64_ns": [1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2006-07-24: The Caribbean Disaster Emergency Response Agency (CDERA) is responsible for disaster management in the Caribbean Community and Common Market (CARICOM). [Source: unfccc.int]; The U.S. Federal Emergency Management Agency (FEMA) is involved in disaster relief and management in the United States. [Source: www.iisd.org]; The New York City Area Consortium for Earthquake Loss Reduction is focused on improving disaster resiliency in the New York City area. [Source: www.nj.gov] 2006-07-17: Objective facts about the Climate and Disaster situation: The New Madrid Seismic Zone (NMSZ) has a predicted cost of damages from a 7.6 magnitude seismic event, estimated at $96 billion in 1991 by the Missouri State Emergency Management Agency (SEMA) and FEMA. [Source: dnr.mo.gov] 2006-07-10: Floods are the most common natural disaster in the United States, yet most homeowners' insurance does not cover flood damage. [Source: flood.nc.gov]; Disasters can be heavy snowfall, and emergencies and disasters take many forms in different regions of the US, such as hurricanes and flooding in the Gulf States. [Source: www.fffd.us, ufdcimages.uflib.ufl.edu] 2006-07-03: The Navy Family Accountability and Assessment System (NFAAS) is a system for tracking the status of Navy personnel and their families during emergencies and disasters. [Source: navyfamily.navy.mil]; The NYC Emergency Management department provides tips and information on how to be prepared for emergencies and disasters. [Source: www.nyc.gov]; The U.S. government has provisions for defense or recovery from certain events, including disaster assistance and response to emergencies or major disasters. [Source: www.acquisition.gov]; Propac USA is a comprehensive resource for disaster supplies, equipment, and emergency preparedness. [Source: propacusa.com]; The ITU (International Telecommunication Union) operates a system for public protection and disaster relief, including emergency response and disaster relief. [Source: www.itu.int]; The Volusia County Emergency Management department is located in Daytona Beach, FL, and is responsible for emergency operations and disaster response. [Source: www.volusia.org]; The 2005 earthquake in Pakistan led to a humanitarian response, including disaster management and emergency interventions. [Source: odihpn.org]; A systematic review of health status in ambulance services found that occupational fatalities in emergency medical services are a hidden crisis, and that disaster response is critical. [Source: www.ncbi.nlm.nih.gov]; The CDC (Centers for Disease Control and Prevention) conducted morbidity surveillance after Hurricane Katrina, including tracking emergency department visits and disaster medical assistance. [Source: www.cdc.gov]; The Seattle Fire Department's Medic One program provides emergency medical coverage to over 550 events, including disasters. [Source: www.seattle.gov];\"\n \"Available facts are as follows: 2006-07-24: The Caribbean Disaster Emergency Response Agency (CDERA) is responsible for disaster management in the Caribbean Community and Common Market (CARICOM). [Source: unfccc.int]; The U.S. Federal Emergency Management Agency (FEMA) is involved in disaster relief and management in the United States. [Source: www.iisd.org]; The New York City Area Consortium for Earthquake Loss Reduction is focused on improving disaster resiliency in the New York City area. [Source: www.nj.gov] 2006-07-17: Objective facts about the Climate and Disaster situation: The New Madrid Seismic Zone (NMSZ) has a predicted cost of damages from a 7.6 magnitude seismic event, estimated at $96 billion in 1991 by the Missouri State Emergency Management Agency (SEMA) and FEMA. [Source: dnr.mo.gov] 2006-07-10: Floods are the most common natural disaster in the United States, yet most homeowners' insurance does not cover flood damage. [Source: flood.nc.gov]; Disasters can be heavy snowfall, and emergencies and disasters take many forms in different regions of the US, such as hurricanes and flooding in the Gulf States. [Source: www.fffd.us, ufdcimages.uflib.ufl.edu] 2006-07-03: The Navy Family Accountability and Assessment System (NFAAS) is a system for tracking the status of Navy personnel and their families during emergencies and disasters. [Source: navyfamily.navy.mil]; The NYC Emergency Management department provides tips and information on how to be prepared for emergencies and disasters. [Source: www.nyc.gov]; The U.S. government has provisions for defense or recovery from certain events, including disaster assistance and response to emergencies or major disasters. [Source: www.acquisition.gov]; Propac USA is a comprehensive resource for disaster supplies, equipment, and emergency preparedness. [Source: propacusa.com]; The ITU (International Telecommunication Union) operates a system for public protection and disaster relief, including emergency response and disaster relief. [Source: www.itu.int]; The Volusia County Emergency Management department is located in Daytona Beach, FL, and is responsible for emergency operations and disaster response. [Source: www.volusia.org]; The 2005 earthquake in Pakistan led to a humanitarian response, including disaster management and emergency interventions. [Source: odihpn.org]; A systematic review of health status in ambulance services found that occupational fatalities in emergency medical services are a hidden crisis, and that disaster response is critical. [Source: www.ncbi.nlm.nih.gov]; The CDC (Centers for Disease Control and Prevention) conducted morbidity surveillance after Hurricane Katrina, including tracking emergency department visits and disaster medical assistance. [Source: www.cdc.gov]; The Seattle Fire Department's Medic One program provides emergency medical coverage to over 550 events, including disasters. [Source: www.seattle.gov];\"]"}
+{"batch_x": [612611200.0, 526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0], "batch_y": [531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0], "batch_x_timestamps_datetime64_ns": [1136073600000000000, 1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000], "batch_y_timestamps_datetime64_ns": [1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909]], "batch_text": "[\"Available facts are as follows: 2006-08-21: The United States has experienced disasters other than those resulting from natural causes in the past. [Source: www.presidency.ucsb.edu]; FEMA was formed in the 1970s and has played a significant role in emergency management. [Source: www.hsaj.org]; The National Weather Service and FEMA have been involved in disaster planning and response, including digital mapping of the United States. [Source: www.nytimes.com]; The Federal Disaster Response Capability has been improved since Hurricane Katrina. [Source: georgewbush-whitehouse.archives.gov] 2006-08-14: The United States government has a history of emergency management and disaster response, with various agencies and departments involved in disaster planning, emergency medical services, and disaster risk reduction. [Source: pubmed.ncbi.nlm.nih.gov, training.fema.gov, emergency-origin.cdc.gov] 2006-08-07: The Pandemic and All-Hazards Preparedness Act aims to improve the nation's ability to respond to public health emergencies and disasters. [Source: aspr.hhs.gov]; The Illinois' State Weapons of Mass Destruction Team conducted an emergency response exercise to test response to multiple disaster scenarios. [Source: www.illinois.gov] 2006-07-31: The United States government has emergency acquisition flexibilities in place to facilitate national defense in the event of a national emergency or natural disaster. [Source: www.commerce.gov]; The U.S. Coast Guard mobilized significant resources to respond to Hurricane Katrina, a major disaster. [Source: www.gao.gov]; Montana has a disaster and emergency services department, which includes fire conditions and administrative rules. [Source: mt.gov];\"\n \"Available facts are as follows: 2006-08-21: The United States has experienced disasters other than those resulting from natural causes in the past. [Source: www.presidency.ucsb.edu]; FEMA was formed in the 1970s and has played a significant role in emergency management. [Source: www.hsaj.org]; The National Weather Service and FEMA have been involved in disaster planning and response, including digital mapping of the United States. [Source: www.nytimes.com]; The Federal Disaster Response Capability has been improved since Hurricane Katrina. [Source: georgewbush-whitehouse.archives.gov] 2006-08-14: The United States government has a history of emergency management and disaster response, with various agencies and departments involved in disaster planning, emergency medical services, and disaster risk reduction. [Source: pubmed.ncbi.nlm.nih.gov, training.fema.gov, emergency-origin.cdc.gov] 2006-08-07: The Pandemic and All-Hazards Preparedness Act aims to improve the nation's ability to respond to public health emergencies and disasters. [Source: aspr.hhs.gov]; The Illinois' State Weapons of Mass Destruction Team conducted an emergency response exercise to test response to multiple disaster scenarios. [Source: www.illinois.gov] 2006-07-31: The United States government has emergency acquisition flexibilities in place to facilitate national defense in the event of a national emergency or natural disaster. [Source: www.commerce.gov]; The U.S. Coast Guard mobilized significant resources to respond to Hurricane Katrina, a major disaster. [Source: www.gao.gov]; Montana has a disaster and emergency services department, which includes fire conditions and administrative rules. [Source: mt.gov];\"]"}
+{"batch_x": [526306784.0, 1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0], "batch_y": [799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0], "batch_x_timestamps_datetime64_ns": [1138752000000000000, 1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000], "batch_y_timestamps_datetime64_ns": [1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306]], "batch_text": "[\"Available facts are as follows: 2006-09-25: The United States Federal Emergency Management Agency (FEMA) is an agency of the United States Department of Homeland Security, initially created to coordinate disaster relief efforts. [Source: azdohs.gov]; The USDA State Emergency Board (SEB) coordinates emergency functions for FSA in each State, the Caribbean, and at the local level by a USDA County Emergency Board. [Source: www.fsa.usda.gov]; Every county or jurisdiction in Texas will face animal issues of some kind, and the State of Texas strongly encourages local emergency management to plan for these situations. [Source: www.tahc.texas.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides assistance to disaster victims dispersed across the United States. [Source: www.gao.gov] 2006-09-18: The use of GPS technology can reduce delay in the dispatch of emergency services during disasters. [Source: www.losangeles.spaceforce.mil]; Michigan prepares for emergencies such as floods, thunderstorms, and tornadoes. [Source: www.michigan.gov]; The United States government has disaster assistance programs and emergency relief efforts in place. [Source: fsa.usda.gov]; The U.N. has called the Darfur crisis the world's worst humanitarian disaster, and the United States has labeled it genocide. [Source: sudantribune.com] 2006-09-11: Objective facts about the Climate and Disaster situation:The Presidential Declaration is a finding that a jurisdiction of the United States may receive Federal aid as a result of damages from a major disaster or emergency. [Source: training.fema.gov]The National Flood Insurance Program (NFIP) is a federal program that provides flood insurance to communities that adopt and enforce floodplain management regulations. [Source: www.msema.org] 2006-09-04: Objective facts about the Climate and Disaster situation: The Federal Emergency Management Agency (FEMA) and state agencies like MEMA provide assistance to disaster victims, including temporary housing. [Source: www.msema.org]DMORTs (Disaster Mortuary Operational Response Teams) are activated in response to large-scale disasters in the United States. [Source: en.wikipedia.org];\"\n \"Available facts are as follows: 2006-09-25: The United States Federal Emergency Management Agency (FEMA) is an agency of the United States Department of Homeland Security, initially created to coordinate disaster relief efforts. [Source: azdohs.gov]; The USDA State Emergency Board (SEB) coordinates emergency functions for FSA in each State, the Caribbean, and at the local level by a USDA County Emergency Board. [Source: www.fsa.usda.gov]; Every county or jurisdiction in Texas will face animal issues of some kind, and the State of Texas strongly encourages local emergency management to plan for these situations. [Source: www.tahc.texas.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides assistance to disaster victims dispersed across the United States. [Source: www.gao.gov] 2006-09-18: The use of GPS technology can reduce delay in the dispatch of emergency services during disasters. [Source: www.losangeles.spaceforce.mil]; Michigan prepares for emergencies such as floods, thunderstorms, and tornadoes. [Source: www.michigan.gov]; The United States government has disaster assistance programs and emergency relief efforts in place. [Source: fsa.usda.gov]; The U.N. has called the Darfur crisis the world's worst humanitarian disaster, and the United States has labeled it genocide. [Source: sudantribune.com] 2006-09-11: Objective facts about the Climate and Disaster situation:The Presidential Declaration is a finding that a jurisdiction of the United States may receive Federal aid as a result of damages from a major disaster or emergency. [Source: training.fema.gov]The National Flood Insurance Program (NFIP) is a federal program that provides flood insurance to communities that adopt and enforce floodplain management regulations. [Source: www.msema.org] 2006-09-04: Objective facts about the Climate and Disaster situation: The Federal Emergency Management Agency (FEMA) and state agencies like MEMA provide assistance to disaster victims, including temporary housing. [Source: www.msema.org]DMORTs (Disaster Mortuary Operational Response Teams) are activated in response to large-scale disasters in the United States. [Source: en.wikipedia.org];\"]"}
+{"batch_x": [1484439424.0, 1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0], "batch_y": [615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0], "batch_x_timestamps_datetime64_ns": [1141171200000000000, 1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000], "batch_y_timestamps_datetime64_ns": [1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438]], "batch_text": "[\"Available facts are as follows: 2006-10-23: The United States Government has official websites and resources for disaster relief and emergency assistance, such as HUD.gov and FEMA.gov. [Source]; The Emergency Management Assistance Compact is a resource for states to participate in and receive emergency aid. [Source]; New Hampshire is considered fortunate in terms of natural disasters, with major disasters being rare in the state. [Source]; Pet shelters may require proof of vaccines during a disaster, and it's recommended to keep pets in the house during emergency situations. [Source]; The Department of Emergency Management is responsible for emergency and disaster preparedness, response, recovery, and mitigation. [Source]; The federal government has programs to provide medication and medical supplies to states during an emergency. [Source]; Managing volunteers during incident response is crucial, and strategies have been developed based on past disasters such as Hurricane Katrina. [Source]; Severe weather preparedness guides have been developed for schools, including guidelines for administrators and emergency responders. [Source] 2006-10-16: Objective facts about the Climate and Disaster situation:The National Response Plan aims to reduce the impact of terrorist attacks and natural disasters in the United States. [Source: www.dhs.gov]The Department of Homeland Security and Emergency Management are key players in disaster response and recovery. [Source: www.dhs.gov]There are special populations with physical, mental, or medical care needs who require assistance during disasters or emergencies. [Source: dhhr.wv.gov] 2006-10-09: In 2006, the number of patients visiting EDs (Emergency Departments) has been growing rapidly, and EDs play a key role in public health surveillance and in disaster preparation and response. [Source: onlinelibrary.wiley.com]; The American Red Cross focuses on meeting the emergency disaster-caused needs of individuals and families, providing disaster relief services. [Source: docs.legis.wisconsin.gov]; The United States government has laws and regulations in place for disaster response and emergency management, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source: www.congress.gov] 2006-10-02: The Stafford Disaster Relief and Emergency Assistance Act provides $1,500,000,000 for disaster relief and emergency assistance, available until expended. [Source]; The Federal Emergency Management Agency (FEMA) is the primary federal agency responsible for responding to disasters within the United States. [Source]; The National Emergency Communications Plan aims to identify how Federal departments and agencies can work effectively with State and local governments during natural disasters, acts of terrorism, and other man-made disasters. [Source];\"\n \"Available facts are as follows: 2006-10-23: The United States Government has official websites and resources for disaster relief and emergency assistance, such as HUD.gov and FEMA.gov. [Source]; The Emergency Management Assistance Compact is a resource for states to participate in and receive emergency aid. [Source]; New Hampshire is considered fortunate in terms of natural disasters, with major disasters being rare in the state. [Source]; Pet shelters may require proof of vaccines during a disaster, and it's recommended to keep pets in the house during emergency situations. [Source]; The Department of Emergency Management is responsible for emergency and disaster preparedness, response, recovery, and mitigation. [Source]; The federal government has programs to provide medication and medical supplies to states during an emergency. [Source]; Managing volunteers during incident response is crucial, and strategies have been developed based on past disasters such as Hurricane Katrina. [Source]; Severe weather preparedness guides have been developed for schools, including guidelines for administrators and emergency responders. [Source] 2006-10-16: Objective facts about the Climate and Disaster situation:The National Response Plan aims to reduce the impact of terrorist attacks and natural disasters in the United States. [Source: www.dhs.gov]The Department of Homeland Security and Emergency Management are key players in disaster response and recovery. [Source: www.dhs.gov]There are special populations with physical, mental, or medical care needs who require assistance during disasters or emergencies. [Source: dhhr.wv.gov] 2006-10-09: In 2006, the number of patients visiting EDs (Emergency Departments) has been growing rapidly, and EDs play a key role in public health surveillance and in disaster preparation and response. [Source: onlinelibrary.wiley.com]; The American Red Cross focuses on meeting the emergency disaster-caused needs of individuals and families, providing disaster relief services. [Source: docs.legis.wisconsin.gov]; The United States government has laws and regulations in place for disaster response and emergency management, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source: www.congress.gov] 2006-10-02: The Stafford Disaster Relief and Emergency Assistance Act provides $1,500,000,000 for disaster relief and emergency assistance, available until expended. [Source]; The Federal Emergency Management Agency (FEMA) is the primary federal agency responsible for responding to disasters within the United States. [Source]; The National Emergency Communications Plan aims to identify how Federal departments and agencies can work effectively with State and local governments during natural disasters, acts of terrorism, and other man-made disasters. [Source];\"]"}
+{"batch_x": [1070282560.0, 1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0], "batch_y": [157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0], "batch_x_timestamps_datetime64_ns": [1143849600000000000, 1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000], "batch_y_timestamps_datetime64_ns": [1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2006-11-20: The United States has various emergency management plans and procedures in place to prepare for and respond to disasters, including hurricanes, floods, and terrorist acts. [Source: co.madison.id.us, andersoncountytn.gov, www.jud6.org] 2006-11-13: The United States experienced the largest blackout in its history in 2006, which had a significant impact on emergency medical services (EMS). [Source: pubmed.ncbi.nlm.nih.gov]; Hurricane Katrina struck Florida and the Gulf Coast states in 2005, followed by Hurricanes Rita and Wilma, leading to significant federal emergency management policy changes. [Source: www.everycrsreport.com]; The International Strategy for Disaster Reduction (ISDR) was adopted by United Nations Member States to enhance disaster response and relief efforts. [Source: legal.un.org] 2006-11-06: The United States Government has emphasized the importance of emergency preparedness and management, recognizing the potential for disasters to wreak havoc and pose serious risks to communities. [Source: pubmed.ncbi.nlm.nih.gov]; Collaboration and leadership are crucial for effective emergency management, and integration of nongovernmental organizations is essential for disaster response. [Source: www.csus.edu]; The United Nations has declared a \"silent emergency\" due to the global water crisis, with millions of people lacking access to clean water. [Source: www.ncbi.nlm.nih.gov]; The U.S. Army Corps of Engineers plays a critical role in delivering engineering solutions to secure the nation, energize the economy, and reduce disaster risk. [Source: www.usace.army.mil] 2006-10-30: The Pennsylvania Price Gouging Act was enacted on October 31, 2006, to prevent price gouging during and within 30 days of a state of disaster emergency declared by the Governor. [Source]; The Arkansas Department of Health provides resources for emergencies and disasters, including reporting communicable diseases and getting licenses. [Source]; The International Association of Fire Fighters (IAFF) is committed to advancing the rights, safety, and future of fire fighters, emergency medical workers, and rescue workers across the United States. [Source]; The Transit Agency Security and Emergency Management Protective Measures Guidelines recommend conducting drills and exercises to practice emergency and disaster response. [Source]; The Town of Wilton, Connecticut, provides emergency preparedness information to its residents, emphasizing the importance of being prepared prior to a disaster. [Source]; The U.S. Army Corps of Engineers, Charleston District, provides resources for emergency management and disaster risk reduction. [Source]; The Oslo Guidelines provide guidance on the use of military and civil defense assets in disaster response and humanitarian activities. [Source]; Skagit County, Washington, provides guidance on emergency preparedness, including preparing for disasters and bird flu. [Source]; The White House archives contain news releases from October 2006, including statements on federal disaster declarations and national emergencies. [Source]; A report from the Defense Technical Information Center analyzes disaster response contracting in a post-Katrina world. [Source];'\n 'Available facts are as follows: 2006-11-20: The United States has various emergency management plans and procedures in place to prepare for and respond to disasters, including hurricanes, floods, and terrorist acts. [Source: co.madison.id.us, andersoncountytn.gov, www.jud6.org] 2006-11-13: The United States experienced the largest blackout in its history in 2006, which had a significant impact on emergency medical services (EMS). [Source: pubmed.ncbi.nlm.nih.gov]; Hurricane Katrina struck Florida and the Gulf Coast states in 2005, followed by Hurricanes Rita and Wilma, leading to significant federal emergency management policy changes. [Source: www.everycrsreport.com]; The International Strategy for Disaster Reduction (ISDR) was adopted by United Nations Member States to enhance disaster response and relief efforts. [Source: legal.un.org] 2006-11-06: The United States Government has emphasized the importance of emergency preparedness and management, recognizing the potential for disasters to wreak havoc and pose serious risks to communities. [Source: pubmed.ncbi.nlm.nih.gov]; Collaboration and leadership are crucial for effective emergency management, and integration of nongovernmental organizations is essential for disaster response. [Source: www.csus.edu]; The United Nations has declared a \"silent emergency\" due to the global water crisis, with millions of people lacking access to clean water. [Source: www.ncbi.nlm.nih.gov]; The U.S. Army Corps of Engineers plays a critical role in delivering engineering solutions to secure the nation, energize the economy, and reduce disaster risk. [Source: www.usace.army.mil] 2006-10-30: The Pennsylvania Price Gouging Act was enacted on October 31, 2006, to prevent price gouging during and within 30 days of a state of disaster emergency declared by the Governor. [Source]; The Arkansas Department of Health provides resources for emergencies and disasters, including reporting communicable diseases and getting licenses. [Source]; The International Association of Fire Fighters (IAFF) is committed to advancing the rights, safety, and future of fire fighters, emergency medical workers, and rescue workers across the United States. [Source]; The Transit Agency Security and Emergency Management Protective Measures Guidelines recommend conducting drills and exercises to practice emergency and disaster response. [Source]; The Town of Wilton, Connecticut, provides emergency preparedness information to its residents, emphasizing the importance of being prepared prior to a disaster. [Source]; The U.S. Army Corps of Engineers, Charleston District, provides resources for emergency management and disaster risk reduction. [Source]; The Oslo Guidelines provide guidance on the use of military and civil defense assets in disaster response and humanitarian activities. [Source]; Skagit County, Washington, provides guidance on emergency preparedness, including preparing for disasters and bird flu. [Source]; The White House archives contain news releases from October 2006, including statements on federal disaster declarations and national emergencies. [Source]; A report from the Defense Technical Information Center analyzes disaster response contracting in a post-Katrina world. [Source];']"}
+{"batch_x": [1276519808.0, 1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0], "batch_y": [170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0], "batch_x_timestamps_datetime64_ns": [1146441600000000000, 1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000], "batch_y_timestamps_datetime64_ns": [1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.17123287916183472], [-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2006-12-25: The research on comfort level of emergency medical service providers in responding to disasters was supported by the U.S. Government, P.H.S. [Source: pubmed.ncbi.nlm.nih.gov]; Missouri declared a state of emergency on December 29, 2006, and received a major disaster declaration from the federal government, providing public assistance to affected counties. [Source: sema.dps.mo.gov]; The American Red Cross works closely with Uinta County Emergency Management to provide disaster assistance. [Source: www.uintacounty.com]; The Federal Emergency Management Agency (FEMA) is responsible for disaster response and relief efforts in the United States. [Source: www.govinfo.gov] 2006-12-18: The United States government has various agencies and branches responsible for emergency management and disaster response, including the Department of Human Services, Federal Emergency Management Agency (FEMA), and the Centers for Disease Control and Prevention (CDC). [Source] 2006-12-11: The National Disaster Medical System is a section within the U.S. Department of Homeland Security, Federal Emergency Management Agency (FEMA). [Source: research.aota.org]; The law allows municipal and county mayors and executives to declare local states of emergency. [Source: www.ctas.tennessee.edu]; The United Nations has a Platform for Space-based Information for Disaster Management and Emergency Response. [Source: www.unoosa.org] 2006-12-04: Federal aid helps states repair roads damaged by hurricanes and other natural disasters. [Source: highways.dot.gov]; The Department of Homeland Security (DHS) needs to ensure that disaster and homeland security assistance go to those states, local governments, and private organizations that need it most. [Source: www.oig.dhs.gov]; The Illinois Emergency Management Agency and the Illinois Army National Guard worked together to provide assistance during a disaster. [Source: www.nationalguard.mil]; The Mine Safety and Health Administration (MSHA) has regulations for emergency mine evacuation training and drills. [Source: arlweb.msha.gov]; The US Department of Homeland Security has a color-coded threat level system to indicate existing terrorism threats. [Source: www.mfcity.com]; The Occupational Safety and Health Administration (OSHA) has guidelines for hurricane response and recovery. [Source: www.osha.gov]; The Louisiana Citizens Property Insurance Corporation has a system in place to handle claims from hurricanes or other natural disasters. [Source: app.lla.state.la.us]; The American College of Occupational and Environmental Medicine (ACOEM) has guidelines for occupational emergency medicine in disaster response. [Source: acoem.org];'\n 'Available facts are as follows: 2006-12-25: The research on comfort level of emergency medical service providers in responding to disasters was supported by the U.S. Government, P.H.S. [Source: pubmed.ncbi.nlm.nih.gov]; Missouri declared a state of emergency on December 29, 2006, and received a major disaster declaration from the federal government, providing public assistance to affected counties. [Source: sema.dps.mo.gov]; The American Red Cross works closely with Uinta County Emergency Management to provide disaster assistance. [Source: www.uintacounty.com]; The Federal Emergency Management Agency (FEMA) is responsible for disaster response and relief efforts in the United States. [Source: www.govinfo.gov] 2006-12-18: The United States government has various agencies and branches responsible for emergency management and disaster response, including the Department of Human Services, Federal Emergency Management Agency (FEMA), and the Centers for Disease Control and Prevention (CDC). [Source] 2006-12-11: The National Disaster Medical System is a section within the U.S. Department of Homeland Security, Federal Emergency Management Agency (FEMA). [Source: research.aota.org]; The law allows municipal and county mayors and executives to declare local states of emergency. [Source: www.ctas.tennessee.edu]; The United Nations has a Platform for Space-based Information for Disaster Management and Emergency Response. [Source: www.unoosa.org] 2006-12-04: Federal aid helps states repair roads damaged by hurricanes and other natural disasters. [Source: highways.dot.gov]; The Department of Homeland Security (DHS) needs to ensure that disaster and homeland security assistance go to those states, local governments, and private organizations that need it most. [Source: www.oig.dhs.gov]; The Illinois Emergency Management Agency and the Illinois Army National Guard worked together to provide assistance during a disaster. [Source: www.nationalguard.mil]; The Mine Safety and Health Administration (MSHA) has regulations for emergency mine evacuation training and drills. [Source: arlweb.msha.gov]; The US Department of Homeland Security has a color-coded threat level system to indicate existing terrorism threats. [Source: www.mfcity.com]; The Occupational Safety and Health Administration (OSHA) has guidelines for hurricane response and recovery. [Source: www.osha.gov]; The Louisiana Citizens Property Insurance Corporation has a system in place to handle claims from hurricanes or other natural disasters. [Source: app.lla.state.la.us]; The American College of Occupational and Environmental Medicine (ACOEM) has guidelines for occupational emergency medicine in disaster response. [Source: acoem.org];']"}
+{"batch_x": [1051765248.0, 447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0], "batch_y": [236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0], "batch_x_timestamps_datetime64_ns": [1149120000000000000, 1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000], "batch_y_timestamps_datetime64_ns": [1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.08630137145519257], [-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2007-01-22: The United States Government has official websites and agencies dedicated to emergency management, preparedness, and response to disasters and public health emergencies. [Source: www.acquisition.gov, www.mass.gov] 2007-01-15: The Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance for disaster relief and emergency situations. [Source]; The U.S. Coast Guard and the State Department of Transportation, Harbors Division provide support for disaster preparedness. [Source]; The National Flood Insurance Act is a law that provides flood insurance to individuals and communities. [Source] 2007-01-08: The 2003 electricity power blackout in the eastern parts of Canada and the United States and the 2000 water-borne disaster in Walkerton are examples of community-level emergency responses. [Source] 2007-01-01: The National Museum of the United States Army at Fort Belvoir, Virginia, is involved in national security emergency or disaster response efforts. [Source: www.congress.gov]; The National Emergency Training Center, Federal Emergency, provides training for disaster response and emergency management. [Source: www.jstor.org]; Staging areas are used in disaster response to manage resources and personnel near or in the disaster area. [Source: stars.library.ucf.edu]; The State of California has a Health and Safety Code that includes emergency plans and disaster response protocols. [Source: emsa.ca.gov]; The U.S. Navy responded to the 2004 tsunami in Indonesia, delivering emergency food and aid. [Source: apps.dtic.mil]; The National Fire Protection Association has standards for disaster and emergency management, including NFPA 1600. [Source: www.fema.gov];'\n 'Available facts are as follows: 2007-01-22: The United States Government has official websites and agencies dedicated to emergency management, preparedness, and response to disasters and public health emergencies. [Source: www.acquisition.gov, www.mass.gov] 2007-01-15: The Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance for disaster relief and emergency situations. [Source]; The U.S. Coast Guard and the State Department of Transportation, Harbors Division provide support for disaster preparedness. [Source]; The National Flood Insurance Act is a law that provides flood insurance to individuals and communities. [Source] 2007-01-08: The 2003 electricity power blackout in the eastern parts of Canada and the United States and the 2000 water-borne disaster in Walkerton are examples of community-level emergency responses. [Source] 2007-01-01: The National Museum of the United States Army at Fort Belvoir, Virginia, is involved in national security emergency or disaster response efforts. [Source: www.congress.gov]; The National Emergency Training Center, Federal Emergency, provides training for disaster response and emergency management. [Source: www.jstor.org]; Staging areas are used in disaster response to manage resources and personnel near or in the disaster area. [Source: stars.library.ucf.edu]; The State of California has a Health and Safety Code that includes emergency plans and disaster response protocols. [Source: emsa.ca.gov]; The U.S. Navy responded to the 2004 tsunami in Indonesia, delivering emergency food and aid. [Source: apps.dtic.mil]; The National Fire Protection Association has standards for disaster and emergency management, including NFPA 1600. [Source: www.fema.gov];']"}
+{"batch_x": [447496608.0, 674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0], "batch_y": [553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0], "batch_x_timestamps_datetime64_ns": [1151712000000000000, 1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000], "batch_y_timestamps_datetime64_ns": [1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.004109588917344809], [-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2007-02-19: The United States experiences significant losses due to floods, with over $1 billion in property losses each year. [Source: www.danville-va.gov]; The Federal Emergency Management Agency (FEMA) has approximately 4,000 standby disaster assistance employees available for deployment after disasters. [Source: www.esri.com]; Emergency Medical Services (EMS) personnel treat nearly 20 million patients annually in the United States. [Source: www.ems.gov] 2007-02-12: The United States Government has implemented various emergency management systems and protocols to respond to disasters and emergencies, including the Incident Management System and the National Guard. [Source]; The Federal Emergency Management Agency (FEMA) plays a crucial role in emergency management in the United States, with its director speaking at conferences and emphasizing the importance of emergency preparedness. [Source] 2007-02-05: The United States is second only to Japan in economic damages resulting from natural disasters. [Source: pubs.usgs.gov] 2007-01-29: Objective facts about the Climate and Disaster situation:The United States has the dubious distinction of experiencing the most tornadoes of any country in the world. [Source: www.alamance-nc.com]Floods are the most costly and destructive disasters, and most of the damage caused by Hurricane Katrina was caused by flooding. [Source: www.seattle.gov];'\n 'Available facts are as follows: 2007-02-19: The United States experiences significant losses due to floods, with over $1 billion in property losses each year. [Source: www.danville-va.gov]; The Federal Emergency Management Agency (FEMA) has approximately 4,000 standby disaster assistance employees available for deployment after disasters. [Source: www.esri.com]; Emergency Medical Services (EMS) personnel treat nearly 20 million patients annually in the United States. [Source: www.ems.gov] 2007-02-12: The United States Government has implemented various emergency management systems and protocols to respond to disasters and emergencies, including the Incident Management System and the National Guard. [Source]; The Federal Emergency Management Agency (FEMA) plays a crucial role in emergency management in the United States, with its director speaking at conferences and emphasizing the importance of emergency preparedness. [Source] 2007-02-05: The United States is second only to Japan in economic damages resulting from natural disasters. [Source: pubs.usgs.gov] 2007-01-29: Objective facts about the Climate and Disaster situation:The United States has the dubious distinction of experiencing the most tornadoes of any country in the world. [Source: www.alamance-nc.com]Floods are the most costly and destructive disasters, and most of the damage caused by Hurricane Katrina was caused by flooding. [Source: www.seattle.gov];']"}
+{"batch_x": [674056192.0, 531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0], "batch_y": [532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0], "batch_x_timestamps_datetime64_ns": [1154390400000000000, 1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000], "batch_y_timestamps_datetime64_ns": [1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2007-03-26: The primary mission of the Federal Emergency Management Agency (FEMA) is to reduce the loss of life and property and protect the Nation from all hazards, including natural disasters. [Source: www.law.cornell.edu] 2007-03-19: The United States government has official websites and agencies dedicated to disaster relief and emergency management, such as HHS, OSHA, and FEMA. [Source]; Organizations like ShelterBox and NYDIS provide emergency shelter and emotional support to families affected by disasters. [Source] 2007-03-12: The search results primarily focus on emergency management, disaster response, and public health preparedness in the United States. [Source] 2007-03-05: The Federal Emergency Management Agency (FEMA) plays a lead role in coordinating resources for emergency management and disaster response. [Source: www.adamscountyil.gov]; Hurricane Katrina struck Florida and the Gulf Coast states in August 2005, followed by Hurricanes Rita and Wilma, causing significant disasters. [Source: sgp.fas.org]; An Atlas of Disaster Risk is being developed for 21 Member States of the World Health Organization's (WHO) Eastern Mediterranean Region. [Source: ij-healthgeographics.biomedcentral.com]; Emergency Support Function (ESF) 2 provides emergency communications services during emergencies or disasters. [Source: www.dms.myflorida.com];\"\n \"Available facts are as follows: 2007-03-26: The primary mission of the Federal Emergency Management Agency (FEMA) is to reduce the loss of life and property and protect the Nation from all hazards, including natural disasters. [Source: www.law.cornell.edu] 2007-03-19: The United States government has official websites and agencies dedicated to disaster relief and emergency management, such as HHS, OSHA, and FEMA. [Source]; Organizations like ShelterBox and NYDIS provide emergency shelter and emotional support to families affected by disasters. [Source] 2007-03-12: The search results primarily focus on emergency management, disaster response, and public health preparedness in the United States. [Source] 2007-03-05: The Federal Emergency Management Agency (FEMA) plays a lead role in coordinating resources for emergency management and disaster response. [Source: www.adamscountyil.gov]; Hurricane Katrina struck Florida and the Gulf Coast states in August 2005, followed by Hurricanes Rita and Wilma, causing significant disasters. [Source: sgp.fas.org]; An Atlas of Disaster Risk is being developed for 21 Member States of the World Health Organization's (WHO) Eastern Mediterranean Region. [Source: ij-healthgeographics.biomedcentral.com]; Emergency Support Function (ESF) 2 provides emergency communications services during emergencies or disasters. [Source: www.dms.myflorida.com];\"]"}
+{"batch_x": [531860608.0, 799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0], "batch_y": [287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0], "batch_x_timestamps_datetime64_ns": [1157068800000000000, 1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000], "batch_y_timestamps_datetime64_ns": [1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2007-04-23: The Federal Emergency Management Agency (FEMA) did not exist at the time of the Texas City disaster in 1947. [Source: www.texascitytx.gov]; The United States government has a role in responding to disasters, as seen in the 1997 disasters in North Dakota. [Source: www.fema.gov] 2007-04-16: The search results primarily consist of archived web pages from 2007, providing information on disaster planning, risk communication, and emergency management. [Source] 2007-04-09: The United States has a vertical hierarchy of local, state, and federal agencies involved in disaster response and emergency management, including the Federal Emergency Management Agency (FEMA) and the State Emergency Response Team (SERT). [Source: ops.fhwa.dot.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) provides the framework for disaster assistance and emergency response in the United States. [Source: www.fema.gov] 2007-04-02: Individuals seeking emergency assistance related to disasters, such as wildland-urban interface fires, are at elevated risk of psychopathology in the weeks after the event. [Source: pubmed.ncbi.nlm.nih.gov]; Portable generators used indoors or in partially-enclosed spaces can cause CO poisoning, leading to incidents and emergencies. [Source: www.maine.gov]; Timely communications across public safety agencies are crucial for effective response to natural disasters, domestic terrorism, and other emergencies. [Source: www.gao.gov]; Floodplain management is essential for mitigating disaster risks, and Texas has established a Division of Emergency Management to provide state and federal disaster relief. [Source: www.twdb.texas.gov]; The Solomon Islands National Disaster Council reported 21 deaths and over 5,400 displacements due to a tsunami triggered by an earthquake. [Source: reliefweb.int];'\n 'Available facts are as follows: 2007-04-23: The Federal Emergency Management Agency (FEMA) did not exist at the time of the Texas City disaster in 1947. [Source: www.texascitytx.gov]; The United States government has a role in responding to disasters, as seen in the 1997 disasters in North Dakota. [Source: www.fema.gov] 2007-04-16: The search results primarily consist of archived web pages from 2007, providing information on disaster planning, risk communication, and emergency management. [Source] 2007-04-09: The United States has a vertical hierarchy of local, state, and federal agencies involved in disaster response and emergency management, including the Federal Emergency Management Agency (FEMA) and the State Emergency Response Team (SERT). [Source: ops.fhwa.dot.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) provides the framework for disaster assistance and emergency response in the United States. [Source: www.fema.gov] 2007-04-02: Individuals seeking emergency assistance related to disasters, such as wildland-urban interface fires, are at elevated risk of psychopathology in the weeks after the event. [Source: pubmed.ncbi.nlm.nih.gov]; Portable generators used indoors or in partially-enclosed spaces can cause CO poisoning, leading to incidents and emergencies. [Source: www.maine.gov]; Timely communications across public safety agencies are crucial for effective response to natural disasters, domestic terrorism, and other emergencies. [Source: www.gao.gov]; Floodplain management is essential for mitigating disaster risks, and Texas has established a Division of Emergency Management to provide state and federal disaster relief. [Source: www.twdb.texas.gov]; The Solomon Islands National Disaster Council reported 21 deaths and over 5,400 displacements due to a tsunami triggered by an earthquake. [Source: reliefweb.int];']"}
+{"batch_x": [799601408.0, 615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0], "batch_y": [220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0], "batch_x_timestamps_datetime64_ns": [1159660800000000000, 1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000], "batch_y_timestamps_datetime64_ns": [1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.24794520437717438], [-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339]], "batch_text": "['Available facts are as follows: 2007-05-21: The United States has various emergency management agencies, state disaster behavior, and federal laws such as the Stafford Disaster Relief and Emergency Assistance Act to address disaster management and emergency planning. [Source: www.fema.gov, www.dhs.gov]; The National Defense Strategy of the United States of America emphasizes the importance of disaster management and emergency planning. [Source: www.dhs.gov]; There is a growing attention on disaster management and emergency planning in the cultural heritage sector. [Source: archive.ifla.org]; The United States Computer Emergency Response Team (US-CERT) plays a role in coordinating responses to emergency events. [Source: www.dhs.gov]; El Dorado County has guidelines for responding to multi-casualty incidents, including wildfires and disasters. [Source: www.eldoradocounty.ca.gov]; The Emergency Management Institute of the Federal Emergency Management Agency (FEMA) provides training and resources for disaster management and emergency preparedness. [Source: samples.jbpub.com] 2007-05-14: The United States government and local agencies are working to improve disaster response capabilities, with a focus on emergency preparedness, safe response to disasters, and emergency contacts. [Source: www.hks.harvard.edu, ncchildcare.ncdhhs.gov]; Emergency and Major Disaster declaration determinations are made solely and exclusively by the President of the United States. [Source: www.fema.gov]; Local, state, and federal government agencies are conducting training exercises to test emergency coordination and response to disasters. [Source: www.af.mil, www.nationalguard.mil]; The United States is a leader in providing humanitarian assistance in response to disasters, with a focus on emergency and refugee health issues. [Source: 2009-2017.state.gov] 2007-05-07: The Governor of New York State may declare a disaster and request federal disaster assistance in the event of a severe drought. [Source: dec.ny.gov]; The Federal Emergency Management Agency (FEMA) plays a key role in responding to natural disasters in the United States. [Source: www.gainesvillefl.gov]; The United States has experienced severe droughts and natural disasters, including tornadoes and hurricanes, in the past. [Source: dec.ny.gov, www.nationalguard.mil, collections.unu.edu] 2007-04-30: The Incident Command System is used in the United States for disaster management and emergency response. [Source: portal.cops.usdoj.gov]; Hurricane Katrina had a significant impact on the infrastructure of public health and the health care system in the affected areas. [Source: pubmed.ncbi.nlm.nih.gov]; Research has been conducted on emergency preparedness, including knowledge and perceptions of Latin Americans, and dental care as a vital service response for disaster victims. [Source: pubmed.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2007-05-21: The United States has various emergency management agencies, state disaster behavior, and federal laws such as the Stafford Disaster Relief and Emergency Assistance Act to address disaster management and emergency planning. [Source: www.fema.gov, www.dhs.gov]; The National Defense Strategy of the United States of America emphasizes the importance of disaster management and emergency planning. [Source: www.dhs.gov]; There is a growing attention on disaster management and emergency planning in the cultural heritage sector. [Source: archive.ifla.org]; The United States Computer Emergency Response Team (US-CERT) plays a role in coordinating responses to emergency events. [Source: www.dhs.gov]; El Dorado County has guidelines for responding to multi-casualty incidents, including wildfires and disasters. [Source: www.eldoradocounty.ca.gov]; The Emergency Management Institute of the Federal Emergency Management Agency (FEMA) provides training and resources for disaster management and emergency preparedness. [Source: samples.jbpub.com] 2007-05-14: The United States government and local agencies are working to improve disaster response capabilities, with a focus on emergency preparedness, safe response to disasters, and emergency contacts. [Source: www.hks.harvard.edu, ncchildcare.ncdhhs.gov]; Emergency and Major Disaster declaration determinations are made solely and exclusively by the President of the United States. [Source: www.fema.gov]; Local, state, and federal government agencies are conducting training exercises to test emergency coordination and response to disasters. [Source: www.af.mil, www.nationalguard.mil]; The United States is a leader in providing humanitarian assistance in response to disasters, with a focus on emergency and refugee health issues. [Source: 2009-2017.state.gov] 2007-05-07: The Governor of New York State may declare a disaster and request federal disaster assistance in the event of a severe drought. [Source: dec.ny.gov]; The Federal Emergency Management Agency (FEMA) plays a key role in responding to natural disasters in the United States. [Source: www.gainesvillefl.gov]; The United States has experienced severe droughts and natural disasters, including tornadoes and hurricanes, in the past. [Source: dec.ny.gov, www.nationalguard.mil, collections.unu.edu] 2007-04-30: The Incident Command System is used in the United States for disaster management and emergency response. [Source: portal.cops.usdoj.gov]; Hurricane Katrina had a significant impact on the infrastructure of public health and the health care system in the affected areas. [Source: pubmed.ncbi.nlm.nih.gov]; Research has been conducted on emergency preparedness, including knowledge and perceptions of Latin Americans, and dental care as a vital service response for disaster victims. [Source: pubmed.ncbi.nlm.nih.gov];']"}
+{"batch_x": [615538432.0, 157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0], "batch_y": [196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0], "batch_x_timestamps_datetime64_ns": [1162339200000000000, 1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000], "batch_y_timestamps_datetime64_ns": [1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174]], "batch_text": "['Available facts are as follows: 2007-06-25: The American Red Cross responds to disasters within the United States and provides aid, including training local volunteers and staff. [Source: www.redcross.org]; The Federal Emergency Management Agency (FEMA) plays a role in disaster recovery and business continuity planning. [Source: ohsonline.com]; The Oklahoma State Board of Pharmacy has emergency/disaster prescription drug rules in place. [Source: www.law.cornell.edu]; The New Jersey Department of Environmental Protection (NJDEP) has an emergency response program to protect the public and environment. [Source: www.nj.gov]; The International Disaster Database, maintained by Université Catholique de Louvain, tracks disasters and emergency responses. [Source: ieg.worldbankgroup.org] 2007-06-18: The United States has a system in place for declaring public health emergencies, which releases resources to handle actual or potential public health crises. [Source: en.wikipedia.org]; The Kidney Community Emergency Response Coalition has issued guidelines for kidney patient care in disasters, highlighting the potential for catastrophic earthquakes in several regions of the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The U.S. Department of Defense, Federal Emergency Management Agency, and state of Texas conducted a hurricane training exercise in June 2007. [Source: www.army.mil]; The United Nations General Assembly has emphasized the importance of strengthening emergency relief, rehabilitation, reconstruction, recovery, and prevention in the aftermath of disasters, such as the Indian Ocean tsunami. [Source: www.un.org] 2007-06-11: The Humane Society of the United States (HSUS) offers disaster animal response and emergency animal shelter training courses throughout the year. [Source: www.ready.gov]; State and local government agencies provide noncash emergency help to victims of disaster, which is usually available immediately after a disaster. [Source: www.nilc.org]; The United States Government Accountability Office works alongside federal players, including the Federal Emergency Management Agency (FEMA), to respond to national disasters. [Source: www.gao.gov]; The Federal Emergency Management Agency (FEMA) provides public assistance to states and local governments in response to declared major disasters or emergencies. [Source: www.reginfo.gov] 2007-06-04: The United States government has official websites and agencies dedicated to emergency response, disaster management, and preparedness, such as the National Guard, State Department, and Federal Government websites. [Source]; There have been significant natural disasters in the history of the United States, such as Hurricane Katrina, which required massive emergency response efforts. [Source];'\n 'Available facts are as follows: 2007-06-25: The American Red Cross responds to disasters within the United States and provides aid, including training local volunteers and staff. [Source: www.redcross.org]; The Federal Emergency Management Agency (FEMA) plays a role in disaster recovery and business continuity planning. [Source: ohsonline.com]; The Oklahoma State Board of Pharmacy has emergency/disaster prescription drug rules in place. [Source: www.law.cornell.edu]; The New Jersey Department of Environmental Protection (NJDEP) has an emergency response program to protect the public and environment. [Source: www.nj.gov]; The International Disaster Database, maintained by Université Catholique de Louvain, tracks disasters and emergency responses. [Source: ieg.worldbankgroup.org] 2007-06-18: The United States has a system in place for declaring public health emergencies, which releases resources to handle actual or potential public health crises. [Source: en.wikipedia.org]; The Kidney Community Emergency Response Coalition has issued guidelines for kidney patient care in disasters, highlighting the potential for catastrophic earthquakes in several regions of the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The U.S. Department of Defense, Federal Emergency Management Agency, and state of Texas conducted a hurricane training exercise in June 2007. [Source: www.army.mil]; The United Nations General Assembly has emphasized the importance of strengthening emergency relief, rehabilitation, reconstruction, recovery, and prevention in the aftermath of disasters, such as the Indian Ocean tsunami. [Source: www.un.org] 2007-06-11: The Humane Society of the United States (HSUS) offers disaster animal response and emergency animal shelter training courses throughout the year. [Source: www.ready.gov]; State and local government agencies provide noncash emergency help to victims of disaster, which is usually available immediately after a disaster. [Source: www.nilc.org]; The United States Government Accountability Office works alongside federal players, including the Federal Emergency Management Agency (FEMA), to respond to national disasters. [Source: www.gao.gov]; The Federal Emergency Management Agency (FEMA) provides public assistance to states and local governments in response to declared major disasters or emergencies. [Source: www.reginfo.gov] 2007-06-04: The United States government has official websites and agencies dedicated to emergency response, disaster management, and preparedness, such as the National Guard, State Department, and Federal Government websites. [Source]; There have been significant natural disasters in the history of the United States, such as Hurricane Katrina, which required massive emergency response efforts. [Source];']"}
+{"batch_x": [157415280.0, 170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0], "batch_y": [343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0], "batch_x_timestamps_datetime64_ns": [1164931200000000000, 1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000], "batch_y_timestamps_datetime64_ns": [1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484]], "batch_text": "[\"Available facts are as follows: 2007-07-23: The U.S. government has established guidelines and checklists for emergency management and disaster preparedness, including accessible emergency shelters and training programs for emergency responders. [Source: archive.ada.gov, www.fema.gov] 2007-07-16: Objective facts about the Climate and Disaster situation:The Sumner County Emergency Management works with private partners, Sumner County Animal Control, State of Tennessee, and U.S. Humane Society to provide emergency and disaster plans. [Source: sumnerema.org]The Office of Emergency Management in Mississauga reviews the Emergency Plan annually to reflect changes in the community and organization. [Source: www.mississauga.ca]The Federation's Disaster Relief Emergency Fund has released CHF 250,000 to support flood relief efforts in Sudan. [Source: reliefweb.int] 2007-07-09: The United States federal government, through the National Emergency Medical Services, plays a role in disaster planning and response. [Source: pubmed.ncbi.nlm.nih.gov]; In the event of a disaster or emergency, the Governor of a state can declare a state of emergency and request federal assistance. [Source: oklahoma.gov]; Medical institutions can play a role in disaster management during the emergency phase. [Source: www.ncbi.nlm.nih.gov]; Disaster Medical Assistance Teams (DMATs) from several US states can be deployed to respond to disasters. [Source: pubmed.ncbi.nlm.nih.gov] 2007-07-02: The 171 Emergency Line is a voice message board service provided by NTT that is available when a disaster such as an earthquake or volcanic eruption occurs. [Source: jp.usembassy.gov]; A study investigated the causes of European and U.S. flood disaster deaths (1989–2002) as well as circumstances surrounding those fatalities. [Source: journals.ametsoc.org]; The Federal Emergency Management Agency (FEMA) and the US Department of Homeland Security provide resources for disaster planning and emergency management. [Source: www.ahfc.us]; The US government has implemented Cell Broadcast Technology for emergency alert notifications. [Source: www.fcc.gov];\"\n \"Available facts are as follows: 2007-07-23: The U.S. government has established guidelines and checklists for emergency management and disaster preparedness, including accessible emergency shelters and training programs for emergency responders. [Source: archive.ada.gov, www.fema.gov] 2007-07-16: Objective facts about the Climate and Disaster situation:The Sumner County Emergency Management works with private partners, Sumner County Animal Control, State of Tennessee, and U.S. Humane Society to provide emergency and disaster plans. [Source: sumnerema.org]The Office of Emergency Management in Mississauga reviews the Emergency Plan annually to reflect changes in the community and organization. [Source: www.mississauga.ca]The Federation's Disaster Relief Emergency Fund has released CHF 250,000 to support flood relief efforts in Sudan. [Source: reliefweb.int] 2007-07-09: The United States federal government, through the National Emergency Medical Services, plays a role in disaster planning and response. [Source: pubmed.ncbi.nlm.nih.gov]; In the event of a disaster or emergency, the Governor of a state can declare a state of emergency and request federal assistance. [Source: oklahoma.gov]; Medical institutions can play a role in disaster management during the emergency phase. [Source: www.ncbi.nlm.nih.gov]; Disaster Medical Assistance Teams (DMATs) from several US states can be deployed to respond to disasters. [Source: pubmed.ncbi.nlm.nih.gov] 2007-07-02: The 171 Emergency Line is a voice message board service provided by NTT that is available when a disaster such as an earthquake or volcanic eruption occurs. [Source: jp.usembassy.gov]; A study investigated the causes of European and U.S. flood disaster deaths (1989–2002) as well as circumstances surrounding those fatalities. [Source: journals.ametsoc.org]; The Federal Emergency Management Agency (FEMA) and the US Department of Homeland Security provide resources for disaster planning and emergency management. [Source: www.ahfc.us]; The US government has implemented Cell Broadcast Technology for emergency alert notifications. [Source: www.fcc.gov];\"]"}
+{"batch_x": [170147696.0, 236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0], "batch_y": [212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0], "batch_x_timestamps_datetime64_ns": [1167609600000000000, 1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000], "batch_y_timestamps_datetime64_ns": [1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.5], [-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174]], "batch_text": "['Available facts are as follows: 2007-08-20: The State of Illinois has achieved National Emergency Management re-accreditation [Source: iemaohs.illinois.gov]; The United States Computer Emergency Readiness Team has a role in disaster management [Source: www.dhs.gov]; The Division of Emergency Management in North Carolina may identify areas of risk in advance of a declared disaster or emergency [Source: www.ncleg.net]; The State Emergency Registry of Volunteers in Georgia (SERVGA) is a system for emergency response and public safety organizations during a disaster [Source: www.servga.gov]; The US government has made preparations for a potential pandemic flu outbreak, including hazards training and exercises [Source: georgewbush-whitehouse.archives.gov] 2007-08-13: Objective facts about the Climate and Disaster situation:The US Federal Emergency Management Agency (FEMA) provides assistance in emergency responses, including disaster assistance policy and regional headquarters support. [Source: www.fema.gov]The Defense Coordination Element (DCE) works towards recovery in disaster response missions, collocated with FEMA regional headquarters. [Source: www.northcom.mil]The health sector plays a crucial role in planning and response to disasters, including declaring emergencies and activating mass casualty plans. [Source: www.atsdr.cdc.gov] 2007-08-06: The United States government has a Disaster Emergency Fund Code (DEFC) for emergency and disaster responses. [Source: www.usaspending.gov]; Tornadoes are a severe storm that can trigger emergency or disaster signals. [Source: ready.illinois.gov]; The United States has committed $4.6 billion to the global fight against AIDS and disaster relief in Fiscal Year 2007. [Source: 2001-2009.state.gov]; Emergency kits and supply checklists are essential for disaster preparedness. [Source: ready.illinois.gov]; The State Disaster Relief Fund provides assistance for state emergencies and disasters. [Source: www.in.gov] 2007-07-30: The Federal Emergency Management Agency (FEMA) encourages State and local governments to prepare for natural, technological, and man-made disasters. [Source]; The Emergency Operations Plan (EOP) serves as a framework for mitigation, preparedness, response, and recovery to natural, technological, and man-made disasters. [Source]; The Disaster Relief and Emergency Assistance Act provides federal assistance to states and local governments in response to disasters. [Source];'\n 'Available facts are as follows: 2007-08-20: The State of Illinois has achieved National Emergency Management re-accreditation [Source: iemaohs.illinois.gov]; The United States Computer Emergency Readiness Team has a role in disaster management [Source: www.dhs.gov]; The Division of Emergency Management in North Carolina may identify areas of risk in advance of a declared disaster or emergency [Source: www.ncleg.net]; The State Emergency Registry of Volunteers in Georgia (SERVGA) is a system for emergency response and public safety organizations during a disaster [Source: www.servga.gov]; The US government has made preparations for a potential pandemic flu outbreak, including hazards training and exercises [Source: georgewbush-whitehouse.archives.gov] 2007-08-13: Objective facts about the Climate and Disaster situation:The US Federal Emergency Management Agency (FEMA) provides assistance in emergency responses, including disaster assistance policy and regional headquarters support. [Source: www.fema.gov]The Defense Coordination Element (DCE) works towards recovery in disaster response missions, collocated with FEMA regional headquarters. [Source: www.northcom.mil]The health sector plays a crucial role in planning and response to disasters, including declaring emergencies and activating mass casualty plans. [Source: www.atsdr.cdc.gov] 2007-08-06: The United States government has a Disaster Emergency Fund Code (DEFC) for emergency and disaster responses. [Source: www.usaspending.gov]; Tornadoes are a severe storm that can trigger emergency or disaster signals. [Source: ready.illinois.gov]; The United States has committed $4.6 billion to the global fight against AIDS and disaster relief in Fiscal Year 2007. [Source: 2001-2009.state.gov]; Emergency kits and supply checklists are essential for disaster preparedness. [Source: ready.illinois.gov]; The State Disaster Relief Fund provides assistance for state emergencies and disasters. [Source: www.in.gov] 2007-07-30: The Federal Emergency Management Agency (FEMA) encourages State and local governments to prepare for natural, technological, and man-made disasters. [Source]; The Emergency Operations Plan (EOP) serves as a framework for mitigation, preparedness, response, and recovery to natural, technological, and man-made disasters. [Source]; The Disaster Relief and Emergency Assistance Act provides federal assistance to states and local governments in response to disasters. [Source];']"}
+{"batch_x": [236719344.0, 553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0], "batch_y": [263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0], "batch_x_timestamps_datetime64_ns": [1170288000000000000, 1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000], "batch_y_timestamps_datetime64_ns": [1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339]], "batch_text": "['Available facts are as follows: 2007-09-24: The U.S. Army Corps of Engineers is involved in debris management, removing debris caused by natural or manmade disasters. [Source: www.usace.army.mil]; The Department of Agriculture has disaster resources placed around the state that can be mobilized quickly in emergencies. [Source: www.nj.gov]; The President of the United States has claimed emergency powers in times of national emergency, although the Constitution does not expressly grant these powers. [Source: www.law.cornell.edu]; Conflict and emerging infectious diseases can occur in protracted and post-conflict emergencies. [Source: www.ncbi.nlm.nih.gov]; Areas declared disaster areas by Federal, State, or local officials can receive waivers and emergency funding. [Source: www.govinfo.gov] 2007-09-17: The United States Federal Emergency Management Agency (FEMA) has numerous detainment camps throughout the United States. [Source: www.geopoliticalmonitor.com]; The Office on Disaster Assistance Administration is responsible for emergency representative to other Federal, State, and local organizations. [Source: aspe.hhs.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk through its mission. [Source: www.usace.army.mil] 2007-09-10: The United States has sustained 78 weather-related disasters with overall damages and costs exceeding one billion dollars for each event since 1980. [Source: extension.unr.edu] 2007-09-03: Flooding is the most pervasive natural disaster in the United States. [Source: www.esri.com];'\n 'Available facts are as follows: 2007-09-24: The U.S. Army Corps of Engineers is involved in debris management, removing debris caused by natural or manmade disasters. [Source: www.usace.army.mil]; The Department of Agriculture has disaster resources placed around the state that can be mobilized quickly in emergencies. [Source: www.nj.gov]; The President of the United States has claimed emergency powers in times of national emergency, although the Constitution does not expressly grant these powers. [Source: www.law.cornell.edu]; Conflict and emerging infectious diseases can occur in protracted and post-conflict emergencies. [Source: www.ncbi.nlm.nih.gov]; Areas declared disaster areas by Federal, State, or local officials can receive waivers and emergency funding. [Source: www.govinfo.gov] 2007-09-17: The United States Federal Emergency Management Agency (FEMA) has numerous detainment camps throughout the United States. [Source: www.geopoliticalmonitor.com]; The Office on Disaster Assistance Administration is responsible for emergency representative to other Federal, State, and local organizations. [Source: aspe.hhs.gov]; The U.S. Army Corps of Engineers aims to reduce disaster risk through its mission. [Source: www.usace.army.mil] 2007-09-10: The United States has sustained 78 weather-related disasters with overall damages and costs exceeding one billion dollars for each event since 1980. [Source: extension.unr.edu] 2007-09-03: Flooding is the most pervasive natural disaster in the United States. [Source: www.esri.com];']"}
+{"batch_x": [553822464.0, 532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0], "batch_y": [462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0], "batch_x_timestamps_datetime64_ns": [1172707200000000000, 1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000], "batch_y_timestamps_datetime64_ns": [1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.3383561670780182], [-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114]], "batch_text": "['Available facts are as follows: 2007-10-22: The United States has legislation in place for disaster relief and emergency assistance, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source]; Emergency management plans are in place, including drills and training, to test response phases and prepare for disasters. [Source]; Cities and states have contracts and plans in place for disaster debris removal and emergency services. [Source]; Organizations, such as the American Red Cross, provide support for disaster responders and affected employees. [Source]; Resources are available for animal emergency support services, including training manuals and response teams. [Source] 2007-10-15: Objective facts about the Climate and Disaster situation:The United States has experienced significant disasters in the past, such as Hurricane Katrina and the September 11 attacks, which have led to the development of emergency preparedness and response policies. [Source: irp.fas.org] 2007-10-08: The United States has laws and regulations in place to reduce national vulnerability to natural disasters, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source: www.ecfr.gov]; There are various organizations and teams dedicated to emergency management and disaster response, including the Virginia State Animal Response Team and the Region 5 Regional Response Team. [Source: virginiasart.org, rrt5.org]; The American Red Cross and the National Oceanic and Atmospheric Administration are involved in disaster risk reduction and emergency management efforts in the United States. [Source: www.unisdr.org] 2007-10-01: The United States has experienced severe natural disasters, including Hurricane Katrina, which was one of the worst natural disasters in terms of casualties, suffering, and financial cost. [Source]; Freshwater floods accounted for more than half (59%) of all flood-related deaths in the United States. [Source];'\n 'Available facts are as follows: 2007-10-22: The United States has legislation in place for disaster relief and emergency assistance, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source]; Emergency management plans are in place, including drills and training, to test response phases and prepare for disasters. [Source]; Cities and states have contracts and plans in place for disaster debris removal and emergency services. [Source]; Organizations, such as the American Red Cross, provide support for disaster responders and affected employees. [Source]; Resources are available for animal emergency support services, including training manuals and response teams. [Source] 2007-10-15: Objective facts about the Climate and Disaster situation:The United States has experienced significant disasters in the past, such as Hurricane Katrina and the September 11 attacks, which have led to the development of emergency preparedness and response policies. [Source: irp.fas.org] 2007-10-08: The United States has laws and regulations in place to reduce national vulnerability to natural disasters, such as the Stafford Disaster Relief and Emergency Assistance Act. [Source: www.ecfr.gov]; There are various organizations and teams dedicated to emergency management and disaster response, including the Virginia State Animal Response Team and the Region 5 Regional Response Team. [Source: virginiasart.org, rrt5.org]; The American Red Cross and the National Oceanic and Atmospheric Administration are involved in disaster risk reduction and emergency management efforts in the United States. [Source: www.unisdr.org] 2007-10-01: The United States has experienced severe natural disasters, including Hurricane Katrina, which was one of the worst natural disasters in terms of casualties, suffering, and financial cost. [Source]; Freshwater floods accounted for more than half (59%) of all flood-related deaths in the United States. [Source];']"}
+{"batch_x": [532814688.0, 287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0], "batch_y": [259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0], "batch_x_timestamps_datetime64_ns": [1175385600000000000, 1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000], "batch_y_timestamps_datetime64_ns": [1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.25342464447021484], [-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2007-11-19: The United States Federal Government provides emergency loans to eligible family farmers affected by disasters through the Farm Service Agency. [Source: www.fsa.usda.gov]; The PNG Defence Force plays a role in the coordination of disaster response under the State of Emergency Act. [Source: reliefweb.int]; The United States government has a comprehensive emergency management plan, including disaster assistance plans and flood insurance rate maps. [Source: www.msema.org] 2007-11-12: The Stafford Disaster Relief and Emergency Assistance Act is a key legislation related to disaster preparedness and response in the United States. [Source]; The Alberta Emergency Management Agency is responsible for leading and overseeing emergency and disaster prevention, preparedness, and responses in Alberta, Canada. [Source]; The Federal Emergency Management Agency (FEMA) and the United States Department of Homeland Security are key agencies involved in disaster preparedness and response in the United States. [Source] 2007-11-05: The United States has official guidelines and regulations for disaster and emergency response, including Presidential declarations and local area set-asides for contracts. [Source: www.acquisition.gov, www.law.cornell.edu] 2007-10-29: The California Environmental Protection Agency (CalEPA) is National Incident Management System (NIMS) compliant for emergency preparedness and operates as a state agency with emergency response capabilities. [Source: calepa.ca.gov]; The American Red Cross provides disaster relief and teaches lifesaving skills to people, helping them prevent and prepare for emergencies. [Source: www.redcross.org]; The California State Board of Pharmacy has extended waivers issued by the Board beyond the end of the COVID-19 State of Emergency and provides guidance on disaster planning and emergency evacuation. [Source: www.pharmacy.ca.gov]; The Stimson Center aims to cultivate a culture of preparedness in the United States to reduce the human impact of disasters and improve emergency response and recovery. [Source: www.stimson.org]; The National Guard and Nebraska Emergency Management Agency coordinate state and federal emergency planning and disaster response efforts. [Source: www.nationalguard.mil]; The US Northern Command provides unique Department of Defense (DoD) capabilities for disaster response and supports state and federal emergency response efforts. [Source: www.northcom.mil]; The US Department of Transportation provides emergency relief funding to help pay for rebuilding infrastructure damaged in disasters, such as the I-35W bridge collapse. [Source: highways.dot.gov]; The Department of Homeland Security's Federal Emergency Management Agency (FEMA) relies on High Frequency (HF) communications to support its disaster recovery mission. [Source: www.ntia.gov]; The Montana Extension Disaster Education Network provides agro-security and agro-emergency preparedness assistance to agricultural communities. [Source: animalrangeextension.montana.edu]; USA Mobility Wireless, Inc. provides critical communication services during emergency situations or disasters when other communication platforms fail. [Source: www.fcc.gov];\"\n \"Available facts are as follows: 2007-11-19: The United States Federal Government provides emergency loans to eligible family farmers affected by disasters through the Farm Service Agency. [Source: www.fsa.usda.gov]; The PNG Defence Force plays a role in the coordination of disaster response under the State of Emergency Act. [Source: reliefweb.int]; The United States government has a comprehensive emergency management plan, including disaster assistance plans and flood insurance rate maps. [Source: www.msema.org] 2007-11-12: The Stafford Disaster Relief and Emergency Assistance Act is a key legislation related to disaster preparedness and response in the United States. [Source]; The Alberta Emergency Management Agency is responsible for leading and overseeing emergency and disaster prevention, preparedness, and responses in Alberta, Canada. [Source]; The Federal Emergency Management Agency (FEMA) and the United States Department of Homeland Security are key agencies involved in disaster preparedness and response in the United States. [Source] 2007-11-05: The United States has official guidelines and regulations for disaster and emergency response, including Presidential declarations and local area set-asides for contracts. [Source: www.acquisition.gov, www.law.cornell.edu] 2007-10-29: The California Environmental Protection Agency (CalEPA) is National Incident Management System (NIMS) compliant for emergency preparedness and operates as a state agency with emergency response capabilities. [Source: calepa.ca.gov]; The American Red Cross provides disaster relief and teaches lifesaving skills to people, helping them prevent and prepare for emergencies. [Source: www.redcross.org]; The California State Board of Pharmacy has extended waivers issued by the Board beyond the end of the COVID-19 State of Emergency and provides guidance on disaster planning and emergency evacuation. [Source: www.pharmacy.ca.gov]; The Stimson Center aims to cultivate a culture of preparedness in the United States to reduce the human impact of disasters and improve emergency response and recovery. [Source: www.stimson.org]; The National Guard and Nebraska Emergency Management Agency coordinate state and federal emergency planning and disaster response efforts. [Source: www.nationalguard.mil]; The US Northern Command provides unique Department of Defense (DoD) capabilities for disaster response and supports state and federal emergency response efforts. [Source: www.northcom.mil]; The US Department of Transportation provides emergency relief funding to help pay for rebuilding infrastructure damaged in disasters, such as the I-35W bridge collapse. [Source: highways.dot.gov]; The Department of Homeland Security's Federal Emergency Management Agency (FEMA) relies on High Frequency (HF) communications to support its disaster recovery mission. [Source: www.ntia.gov]; The Montana Extension Disaster Education Network provides agro-security and agro-emergency preparedness assistance to agricultural communities. [Source: animalrangeextension.montana.edu]; USA Mobility Wireless, Inc. provides critical communication services during emergency situations or disasters when other communication platforms fail. [Source: www.fcc.gov];\"]"}
+{"batch_x": [287659456.0, 220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0], "batch_y": [318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0], "batch_x_timestamps_datetime64_ns": [1177977600000000000, 1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000], "batch_y_timestamps_datetime64_ns": [1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975]], "batch_text": "['Available facts are as follows: 2007-12-24: The EM-DAT database tracks disasters with at least one of the following criteria: 10 fatalities, 100 affected people, a declaration of state of emergency, or a call for international assistance. [Source]; The UNDAC System, managed by OCHA, supports member states in coordinating disaster response during the first phase of a sudden-onset disaster. [Source]; The Hazardous Materials Emergency Planning Guide, issued by the U.S. National Response Team (NRT), suggests the use of exercises in the planning process for chemical emergency preparedness programs. [Source] 2007-12-17: The United States experienced several disasters in 2007, including a tornado in Greensburg, Kansas, and an ice storm across the state. [Source] 2007-12-10: The United States has a history of disaster incidents and outbreaks, with a focus on emergency medical services, transportation, and preparedness. [Source: pubmed.ncbi.nlm.nih.gov, emergency.cdc.gov, scholarworks.calstate.edu] 2007-12-03: The United States has experienced catastrophic disasters, such as Hurricane Katrina, which demonstrate the importance of preparedness and response at the state, local, and federal levels. [Source: www.hsgac.senate.gov]; International non-governmental organizations (INGOs) played a significant role in responding to Hurricane Katrina, highlighting the importance of collaboration in disaster response. [Source: www.eng.uc.edu]; The Emergency Management Assistance Compact (EMAC) aims to enhance state and local capacities to deal with catastrophic disasters. [Source: www.jstor.org]; The U.S. Department of Homeland Security and the Federal Emergency Management Agency (FEMA) play key roles in leading the response to disasters, including hurricanes. [Source: www.fema.gov];'\n 'Available facts are as follows: 2007-12-24: The EM-DAT database tracks disasters with at least one of the following criteria: 10 fatalities, 100 affected people, a declaration of state of emergency, or a call for international assistance. [Source]; The UNDAC System, managed by OCHA, supports member states in coordinating disaster response during the first phase of a sudden-onset disaster. [Source]; The Hazardous Materials Emergency Planning Guide, issued by the U.S. National Response Team (NRT), suggests the use of exercises in the planning process for chemical emergency preparedness programs. [Source] 2007-12-17: The United States experienced several disasters in 2007, including a tornado in Greensburg, Kansas, and an ice storm across the state. [Source] 2007-12-10: The United States has a history of disaster incidents and outbreaks, with a focus on emergency medical services, transportation, and preparedness. [Source: pubmed.ncbi.nlm.nih.gov, emergency.cdc.gov, scholarworks.calstate.edu] 2007-12-03: The United States has experienced catastrophic disasters, such as Hurricane Katrina, which demonstrate the importance of preparedness and response at the state, local, and federal levels. [Source: www.hsgac.senate.gov]; International non-governmental organizations (INGOs) played a significant role in responding to Hurricane Katrina, highlighting the importance of collaboration in disaster response. [Source: www.eng.uc.edu]; The Emergency Management Assistance Compact (EMAC) aims to enhance state and local capacities to deal with catastrophic disasters. [Source: www.jstor.org]; The U.S. Department of Homeland Security and the Federal Emergency Management Agency (FEMA) play key roles in leading the response to disasters, including hurricanes. [Source: www.fema.gov];']"}
+{"batch_x": [220855456.0, 196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0], "batch_y": [235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0], "batch_x_timestamps_datetime64_ns": [1180656000000000000, 1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000], "batch_y_timestamps_datetime64_ns": [1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2008-01-21: There are various government agencies and organizations in the United States that provide emergency assistance and disaster response, such as FEMA, USAID/OFDA, and the VHA Office of Emergency Management. [Source] 2008-01-14: The Stafford Disaster Relief and Emergency Assistance Act defines an emergency as any occasion or instance that requires Federal assistance, as determined by the President. [Source: www.fema.gov]; The United States government has various agencies and programs in place to respond to disasters and emergencies, including FEMA, GEMA/HS, and the Office of Preparedness for Disasters and Emergencies. [Source: www.fema.gov, gema.georgia.gov, fts.unocha.org] 2008-01-07: The United States government has established emergency management systems, such as NIMS and ICS, to respond to disasters. [Source: www.norfolk.gov]; Hurricane Katrina was the deadliest hurricane in the US in seven decades and the most expensive natural disaster in US history, affecting over 500,000 people. [Source: www.ncbi.nlm.nih.gov] 2007-12-31: The United States has a system of emergency preparedness for the protection of life and property, as outlined in the Stafford Act. [Source: www.nps.gov]; The National Response Framework (NRF) guides how the U.S. Government responds to disasters. [Source: www.fema.gov]; FEMA provides rebuilding services to neighborhoods and enters into long-term recovery partnerships following disasters. [Source: www.fema.gov]; The U.S. Government does not provide disaster assistance to the Republic of Palau, in accordance with the Compact of Free Association. [Source: www.fema.gov];'\n 'Available facts are as follows: 2008-01-21: There are various government agencies and organizations in the United States that provide emergency assistance and disaster response, such as FEMA, USAID/OFDA, and the VHA Office of Emergency Management. [Source] 2008-01-14: The Stafford Disaster Relief and Emergency Assistance Act defines an emergency as any occasion or instance that requires Federal assistance, as determined by the President. [Source: www.fema.gov]; The United States government has various agencies and programs in place to respond to disasters and emergencies, including FEMA, GEMA/HS, and the Office of Preparedness for Disasters and Emergencies. [Source: www.fema.gov, gema.georgia.gov, fts.unocha.org] 2008-01-07: The United States government has established emergency management systems, such as NIMS and ICS, to respond to disasters. [Source: www.norfolk.gov]; Hurricane Katrina was the deadliest hurricane in the US in seven decades and the most expensive natural disaster in US history, affecting over 500,000 people. [Source: www.ncbi.nlm.nih.gov] 2007-12-31: The United States has a system of emergency preparedness for the protection of life and property, as outlined in the Stafford Act. [Source: www.nps.gov]; The National Response Framework (NRF) guides how the U.S. Government responds to disasters. [Source: www.fema.gov]; FEMA provides rebuilding services to neighborhoods and enters into long-term recovery partnerships following disasters. [Source: www.fema.gov]; The U.S. Government does not provide disaster assistance to the Republic of Palau, in accordance with the Compact of Free Association. [Source: www.fema.gov];']"}
+{"batch_x": [196447072.0, 343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0], "batch_y": [332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0], "batch_x_timestamps_datetime64_ns": [1183248000000000000, 1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000], "batch_y_timestamps_datetime64_ns": [1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.004109588917344809], [-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2008-02-18: The United States National Response Framework (NRF) is part of the National Strategy for Homeland Security and guides how the nation responds to all types of disasters and emergencies. [Source]; About 1,000 tornadoes touch down in the United States every year. [Source]; The report, Public Health Preparedness: Mobilizing State by State, highlights the importance of emergency preparedness. [Source] 2008-02-11: The Federal Emergency Management Agency (FEMA) is a U.S. government agency tasked with disaster mitigation, preparedness, response, and recovery planning. [Source: www.statearchivists.org]; The U.S. Fire Administration (USFA) is an entity of FEMA, with a mission to reduce life and economic losses due to fire and other emergencies. [Source: www.usfa.fema.gov]; The United States has a system of emergency and disaster response, with local, state, and federal agencies involved. [Source: www.diversitypreparedness.org]; Family emergency preparedness plans are essential to limit the impact of disasters on individuals and families. [Source: cms5.revize.com] 2008-02-04: Objective facts about the Climate and Disaster situation:The Emergency Management Assistance Compact (EMAC) was established in 2008 to facilitate mutual aid among states in responding to disasters. [Source: www.fema.gov]The U.S. Department of Labor\\'s Occupational Safety and Health Administration (OSHA) published a \"Katrina Booklet\" in 2008, which contains general information on hazards that volunteers should be aware of when responding to natural disasters. [Source: www.osha.gov]The National Weather Service (NWS) conducted a service assessment of the Super Tuesday Tornado Outbreak of February 2008, which affected the southeastern United States. [Source: www.weather.gov] 2008-01-28: The Stafford Act describes the programs and processes by which the Federal Government provides disaster and emergency assistance to State and local governments. [Source: www.fema.gov]; The Federal Emergency Management Agency (FEMA) works with Federal, State, and local emergency response and homeland security officials to develop emergency response plans. [Source: www.fema.gov]; The Hawaii Department of Defense, including the Hawaii National Guard and Hawaii Emergency Management Agency, is responsible for emergency management in Hawaii. [Source: dod.hawaii.gov]; The US Department of Health and Human Services provides additional emergency capacity during disasters. [Source: ldh.la.gov]; Mass evacuation planning is a critical component of disaster response, and communication is a key factor in successful evacuation. [Source: pubmed.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2008-02-18: The United States National Response Framework (NRF) is part of the National Strategy for Homeland Security and guides how the nation responds to all types of disasters and emergencies. [Source]; About 1,000 tornadoes touch down in the United States every year. [Source]; The report, Public Health Preparedness: Mobilizing State by State, highlights the importance of emergency preparedness. [Source] 2008-02-11: The Federal Emergency Management Agency (FEMA) is a U.S. government agency tasked with disaster mitigation, preparedness, response, and recovery planning. [Source: www.statearchivists.org]; The U.S. Fire Administration (USFA) is an entity of FEMA, with a mission to reduce life and economic losses due to fire and other emergencies. [Source: www.usfa.fema.gov]; The United States has a system of emergency and disaster response, with local, state, and federal agencies involved. [Source: www.diversitypreparedness.org]; Family emergency preparedness plans are essential to limit the impact of disasters on individuals and families. [Source: cms5.revize.com] 2008-02-04: Objective facts about the Climate and Disaster situation:The Emergency Management Assistance Compact (EMAC) was established in 2008 to facilitate mutual aid among states in responding to disasters. [Source: www.fema.gov]The U.S. Department of Labor\\'s Occupational Safety and Health Administration (OSHA) published a \"Katrina Booklet\" in 2008, which contains general information on hazards that volunteers should be aware of when responding to natural disasters. [Source: www.osha.gov]The National Weather Service (NWS) conducted a service assessment of the Super Tuesday Tornado Outbreak of February 2008, which affected the southeastern United States. [Source: www.weather.gov] 2008-01-28: The Stafford Act describes the programs and processes by which the Federal Government provides disaster and emergency assistance to State and local governments. [Source: www.fema.gov]; The Federal Emergency Management Agency (FEMA) works with Federal, State, and local emergency response and homeland security officials to develop emergency response plans. [Source: www.fema.gov]; The Hawaii Department of Defense, including the Hawaii National Guard and Hawaii Emergency Management Agency, is responsible for emergency management in Hawaii. [Source: dod.hawaii.gov]; The US Department of Health and Human Services provides additional emergency capacity during disasters. [Source: ldh.la.gov]; Mass evacuation planning is a critical component of disaster response, and communication is a key factor in successful evacuation. [Source: pubmed.ncbi.nlm.nih.gov];']"}
+{"batch_x": [343974368.0, 212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0], "batch_y": [327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0], "batch_x_timestamps_datetime64_ns": [1185926400000000000, 1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000], "batch_y_timestamps_datetime64_ns": [1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.0808219164609909], [-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2008-03-24: The National Guard was mobilized for a domestic emergency in response to a disaster, which was an unprecedented event. [Source: www.nationalguard.mil]; The Washington State Military Department and the Emergency Management Division collaborated to produce a document on disaster tips for the deaf and hard of hearing. [Source: doh.wa.gov]; The Wisconsin Emergency Management organization provides resources and training for emergency and disaster preparedness. [Source: wem.wi.gov]; The National Weather Service provides severe weather safety tips and forecasts. [Source: www.weather.gov]; Local emergency management agencies, such as those in Swift County, MN, and Geneva County, AL, are responsible for disaster mitigation, response, and recovery. [Source: www.swiftcounty.com, genevacountyal.gov]; The Limestone County, AL EMA works with local, state, and federal agencies to provide emergency services and disaster response. [Source: limestonecounty-al.gov, limestonecountyema-al.gov] 2008-03-17: The American Nurses Association has developed guidance on adapting standards of care under extreme conditions, such as disasters. [Source: www.nursingworld.org]; The Connecticut WaterWastewater Agency Response Network (CtWARN) aims to support and promote statewide emergency preparedness, disaster response, and mutual assistance for public and private water and wastewater utilities. [Source: portal.ct.gov]; The US Fire Administration has developed a firefighter autopsy protocol for emergency response situations, including disasters. [Source: www.usfa.fema.gov]; The Federal PETS Act of 2006 and PKEMRA aim to ensure that State and local emergency preparedness operational plans address the needs of individuals with pets during disasters. [Source: www.hsdl.org]; The National Flood Insurance Program provides flood insurance to homeowners and businesses, and helps communities develop floodplain management plans to mitigate flood risks. [Source: agents.floodsmart.gov]; The US Department of Veterans Affairs has a mobile pharmacy program to support veterans and their families during major emergencies, including natural disasters. [Source: www.cleggind.com]; The Livestock Compensation Program (LCP) provides financial assistance to livestock producers who suffer losses due to eligible disasters. [Source: www.fsa.usda.gov] 2008-03-10: Objective facts about the Climate and Disaster situation:The Stafford Disaster Relief and Emergency Assistance Act (Public Law 100-707) provides funding for disaster relief and emergency assistance, including evacuation costs and assistance. [Source]The National Disaster Risk Management Policy includes training for emergency/disaster response teams and declaration of a state of disaster, which conveys certain powers on the authorities. [Source] 2008-03-03: Objective facts about the Climate and Disaster situation: Federal service Governors will retain sufficient manpower and resources in their states for homeland security, disaster, and emergency response missions. [Source: www.sheriffs.org];'\n 'Available facts are as follows: 2008-03-24: The National Guard was mobilized for a domestic emergency in response to a disaster, which was an unprecedented event. [Source: www.nationalguard.mil]; The Washington State Military Department and the Emergency Management Division collaborated to produce a document on disaster tips for the deaf and hard of hearing. [Source: doh.wa.gov]; The Wisconsin Emergency Management organization provides resources and training for emergency and disaster preparedness. [Source: wem.wi.gov]; The National Weather Service provides severe weather safety tips and forecasts. [Source: www.weather.gov]; Local emergency management agencies, such as those in Swift County, MN, and Geneva County, AL, are responsible for disaster mitigation, response, and recovery. [Source: www.swiftcounty.com, genevacountyal.gov]; The Limestone County, AL EMA works with local, state, and federal agencies to provide emergency services and disaster response. [Source: limestonecounty-al.gov, limestonecountyema-al.gov] 2008-03-17: The American Nurses Association has developed guidance on adapting standards of care under extreme conditions, such as disasters. [Source: www.nursingworld.org]; The Connecticut WaterWastewater Agency Response Network (CtWARN) aims to support and promote statewide emergency preparedness, disaster response, and mutual assistance for public and private water and wastewater utilities. [Source: portal.ct.gov]; The US Fire Administration has developed a firefighter autopsy protocol for emergency response situations, including disasters. [Source: www.usfa.fema.gov]; The Federal PETS Act of 2006 and PKEMRA aim to ensure that State and local emergency preparedness operational plans address the needs of individuals with pets during disasters. [Source: www.hsdl.org]; The National Flood Insurance Program provides flood insurance to homeowners and businesses, and helps communities develop floodplain management plans to mitigate flood risks. [Source: agents.floodsmart.gov]; The US Department of Veterans Affairs has a mobile pharmacy program to support veterans and their families during major emergencies, including natural disasters. [Source: www.cleggind.com]; The Livestock Compensation Program (LCP) provides financial assistance to livestock producers who suffer losses due to eligible disasters. [Source: www.fsa.usda.gov] 2008-03-10: Objective facts about the Climate and Disaster situation:The Stafford Disaster Relief and Emergency Assistance Act (Public Law 100-707) provides funding for disaster relief and emergency assistance, including evacuation costs and assistance. [Source]The National Disaster Risk Management Policy includes training for emergency/disaster response teams and declaration of a state of disaster, which conveys certain powers on the authorities. [Source] 2008-03-03: Objective facts about the Climate and Disaster situation: Federal service Governors will retain sufficient manpower and resources in their states for homeland security, disaster, and emergency response missions. [Source: www.sheriffs.org];']"}
+{"batch_x": [212612320.0, 263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0], "batch_y": [144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0], "batch_x_timestamps_datetime64_ns": [1188604800000000000, 1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000], "batch_y_timestamps_datetime64_ns": [1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2008-04-21: The United States has experienced various disasters and emergency situations, including Hurricane Katrina, which highlighted the importance of emergency preparedness and response. [Source: hazards.colorado.edu] 2008-04-14: The Federal Emergency Management Agency (FEMA) is working with eight states in the New Madrid Seismic Zone (NMSZ) in the central United States on a catastrophic contingency plan. [Source: www.fema.gov]; Local communities in the United States have reacted to heat wave emergencies, and certification may be required for federal or state disaster relief. [Source: ww2.arb.ca.gov]; The United States has been declared free of canine rabies virus variant transmission, but multiple viral variants are maintained in wild mammal populations. [Source: www.cdc.gov] 2008-04-07: The United States experienced flooding in June 2008, resulting in disaster declarations in several states through the Federal Emergency Management Agency (FEMA). [Source: www.weather.gov]; Emergency physicians, nurses, and emergency medical services (EMS) personnel have often been the first source for medical treatment during disasters in the United States. [Source: www.ncbi.nlm.nih.gov] 2008-03-31: The United States Army Corps of Engineers has a website that provides information on disaster response and emergency management. [Source: www.usace.army.mil]; After Hurricane Katrina, the Mississippi DEQ issued an Emergency Order 5062 05 to address disaster debris removal. [Source: sgp.fas.org]; The Office of Emergency Management in Rabun County, Georgia is responsible for responding to natural and man-made disasters. [Source: rabuncounty.ga.gov]; UNICEF provides emergency response and clean water projects in disaster-stricken areas, such as Mozambique. [Source: www.unicefusa.org]; The Naval Support Activity Mid-South is headquartered onboard NSA Mid-South and includes the Navy Personnel Command, Navy Recruiting Command, and the U.S. Army Corps of Engineers. [Source: cnrse.cnic.navy.mil]; The State of New Jersey has a disaster and emergency preparedness guide, which includes information on medical examiner services. [Source: nj.gov];'\n 'Available facts are as follows: 2008-04-21: The United States has experienced various disasters and emergency situations, including Hurricane Katrina, which highlighted the importance of emergency preparedness and response. [Source: hazards.colorado.edu] 2008-04-14: The Federal Emergency Management Agency (FEMA) is working with eight states in the New Madrid Seismic Zone (NMSZ) in the central United States on a catastrophic contingency plan. [Source: www.fema.gov]; Local communities in the United States have reacted to heat wave emergencies, and certification may be required for federal or state disaster relief. [Source: ww2.arb.ca.gov]; The United States has been declared free of canine rabies virus variant transmission, but multiple viral variants are maintained in wild mammal populations. [Source: www.cdc.gov] 2008-04-07: The United States experienced flooding in June 2008, resulting in disaster declarations in several states through the Federal Emergency Management Agency (FEMA). [Source: www.weather.gov]; Emergency physicians, nurses, and emergency medical services (EMS) personnel have often been the first source for medical treatment during disasters in the United States. [Source: www.ncbi.nlm.nih.gov] 2008-03-31: The United States Army Corps of Engineers has a website that provides information on disaster response and emergency management. [Source: www.usace.army.mil]; After Hurricane Katrina, the Mississippi DEQ issued an Emergency Order 5062 05 to address disaster debris removal. [Source: sgp.fas.org]; The Office of Emergency Management in Rabun County, Georgia is responsible for responding to natural and man-made disasters. [Source: rabuncounty.ga.gov]; UNICEF provides emergency response and clean water projects in disaster-stricken areas, such as Mozambique. [Source: www.unicefusa.org]; The Naval Support Activity Mid-South is headquartered onboard NSA Mid-South and includes the Navy Personnel Command, Navy Recruiting Command, and the U.S. Army Corps of Engineers. [Source: cnrse.cnic.navy.mil]; The State of New Jersey has a disaster and emergency preparedness guide, which includes information on medical examiner services. [Source: nj.gov];']"}
+{"batch_x": [263508448.0, 462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0], "batch_y": [269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0], "batch_x_timestamps_datetime64_ns": [1191196800000000000, 1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000], "batch_y_timestamps_datetime64_ns": [1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.24794520437717438], [-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2008-05-26: The Indiana Department of Health Division of Emergency Preparedness provides contact information for emergency preparedness. [Source: www.in.gov]; The National Criteria for Evacuation Decision-making in Nursing Homes aims to assist State and County Emergency responders in disaster response. [Source: www.hcanj.org]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides guidelines for disaster relief and emergency assistance. [Source: www.fema.gov]; The Illinois Emergency Management Agency (IEMA) conducts assessments of flood impacts on local governments. [Source: www.illinois.gov]; The 42 U.S. Code § 5170a coordinates Federal disaster relief assistance, including voluntary assistance. [Source: www.law.cornell.edu] 2008-05-19: The U.S. Army Corps of Engineers can provide temporary emergency power following a natural disaster or emergency. [Source: www.usace.army.mil]; The U.S. Army Emergency Relief can assist with expenses associated with natural disaster preparations. [Source: www.militaryonesource.mil]; The SBA faced unprecedented demands for its disaster loan assistance services in the wake of Hurricanes Katrina, Rita, and Wilma in 2005 and 2006. [Source: www.sbc.senate.gov] 2008-05-12: The American Red Cross (ARC) and government agencies are involved in disaster relief efforts in the United States. [Source]; Emergency preparation and response are crucial in states prone to natural disasters, such as hurricanes. [Source]; The U.S. Air Force and other organizations provide humanitarian assistance to disaster-stricken areas. [Source] 2008-05-05: NA.;'\n 'Available facts are as follows: 2008-05-26: The Indiana Department of Health Division of Emergency Preparedness provides contact information for emergency preparedness. [Source: www.in.gov]; The National Criteria for Evacuation Decision-making in Nursing Homes aims to assist State and County Emergency responders in disaster response. [Source: www.hcanj.org]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides guidelines for disaster relief and emergency assistance. [Source: www.fema.gov]; The Illinois Emergency Management Agency (IEMA) conducts assessments of flood impacts on local governments. [Source: www.illinois.gov]; The 42 U.S. Code § 5170a coordinates Federal disaster relief assistance, including voluntary assistance. [Source: www.law.cornell.edu] 2008-05-19: The U.S. Army Corps of Engineers can provide temporary emergency power following a natural disaster or emergency. [Source: www.usace.army.mil]; The U.S. Army Emergency Relief can assist with expenses associated with natural disaster preparations. [Source: www.militaryonesource.mil]; The SBA faced unprecedented demands for its disaster loan assistance services in the wake of Hurricanes Katrina, Rita, and Wilma in 2005 and 2006. [Source: www.sbc.senate.gov] 2008-05-12: The American Red Cross (ARC) and government agencies are involved in disaster relief efforts in the United States. [Source]; Emergency preparation and response are crucial in states prone to natural disasters, such as hurricanes. [Source]; The U.S. Air Force and other organizations provide humanitarian assistance to disaster-stricken areas. [Source] 2008-05-05: NA.;']"}
+{"batch_x": [462481568.0, 259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0], "batch_y": [471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0], "batch_x_timestamps_datetime64_ns": [1193875200000000000, 1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000], "batch_y_timestamps_datetime64_ns": [1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.33287671208381653], [-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2008-06-23: Objective facts about the Climate and Disaster situation: The State of Wisconsin has an Emergency Response Plan (WERP) in place to respond to disasters, which includes a Disaster Recovery Center (DRC) [Source: wem.wi.gov]. Emergency Relief programs, such as those in Michigan, provide financial assistance and contracts with nonprofit organizations to help individuals affected by disasters [Source: www.michigan.gov]. 2008-06-16: The term \"natural disaster\" includes wildfires, hurricanes or excessive winds, drought, ice storms or blizzards, floods, or other resource-impacting events. [Source]; In the event of an emergency, the Emergency Operations Center (EOC) is activated to coordinate response efforts. [Source] 2008-06-09: The United States is preparing for potential terrorist attacks, naturally occurring disease outbreaks, and natural disasters, with states planning for emergency preparedness. [Source]; The nation\\'s vulnerability to disasters needs to be reduced, with emergency planning identifying potential disasters and developing contingency plans. [Source]; Federal operations are being coordinated to prepare for, respond to, and recover from terrorist attacks, major disasters, and emergencies. [Source] 2008-06-02: The United States government has disaster assistance programs in place to provide aid in times of disasters and for emergency water conservation measures in severe droughts. [Source: fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) sponsors National Preparedness Month annually to promote emergency preparedness. [Source: www.nsc.org]; The Department of Military Affairs and the Florida National Guard participate in disaster response tests and drills to prepare for emergencies. [Source: www.nationalguard.mil];'\n 'Available facts are as follows: 2008-06-23: Objective facts about the Climate and Disaster situation: The State of Wisconsin has an Emergency Response Plan (WERP) in place to respond to disasters, which includes a Disaster Recovery Center (DRC) [Source: wem.wi.gov]. Emergency Relief programs, such as those in Michigan, provide financial assistance and contracts with nonprofit organizations to help individuals affected by disasters [Source: www.michigan.gov]. 2008-06-16: The term \"natural disaster\" includes wildfires, hurricanes or excessive winds, drought, ice storms or blizzards, floods, or other resource-impacting events. [Source]; In the event of an emergency, the Emergency Operations Center (EOC) is activated to coordinate response efforts. [Source] 2008-06-09: The United States is preparing for potential terrorist attacks, naturally occurring disease outbreaks, and natural disasters, with states planning for emergency preparedness. [Source]; The nation\\'s vulnerability to disasters needs to be reduced, with emergency planning identifying potential disasters and developing contingency plans. [Source]; Federal operations are being coordinated to prepare for, respond to, and recover from terrorist attacks, major disasters, and emergencies. [Source] 2008-06-02: The United States government has disaster assistance programs in place to provide aid in times of disasters and for emergency water conservation measures in severe droughts. [Source: fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) sponsors National Preparedness Month annually to promote emergency preparedness. [Source: www.nsc.org]; The Department of Military Affairs and the Florida National Guard participate in disaster response tests and drills to prepare for emergencies. [Source: www.nationalguard.mil];']"}
+{"batch_x": [259016112.0, 318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0], "batch_y": [339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0], "batch_x_timestamps_datetime64_ns": [1196467200000000000, 1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000], "batch_y_timestamps_datetime64_ns": [1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2008-07-21: The Emergency Management Assistance Compact (EMAC) is an agreement among member states to provide assistance after disasters overwhelm a state's capacity to respond. [Source: www.everycrsreport.com]; All 50 states, three territories (U.S. Virgin Islands, Puerto Rico and Guam), and the District of Columbia have enacted legislation to become members of EMAC. [Source: emergency.cdc.gov]; The Emergency Preparedness and Response Unit is dedicated to creating and promoting a state of readiness and prompt response to protect the health of North Dakota. [Source: www.hhs.nd.gov] 2008-07-14: The Federal Emergency Management Agency (FEMA) was established by an executive order in 1979, merging many of the separate disaster-related responsibilities. [Source]; The CDC informs on current public health emergency topics including diseases, infections, and natural disasters through their Recent Outbreaks and Incidents Web page. [Source]; The World Bank approved additional US$ 3 million for disaster risk management in St. Lucia, focusing on emergency preparedness and response, and infrastructure investment. [Source] 2008-07-07: The U.S. civilian disaster agencies are preparing guidelines for the use of warm fresh whole blood transfusion in massive casualty scenarios. [Source: pubmed.ncbi.nlm.nih.gov]; Disaster Routes are pre-identified for use in emergency situations, and the Los Angeles County Public Works department provides information on these routes. [Source: pw.lacounty.gov]; The Internal Revenue Service provides special tax law provisions to help taxpayers and businesses recover financially from the impact of a disaster. [Source: www.irs.gov]; The BioSense System is used to monitor health effects of wildfires, and federal, state, and local public health officials are responsible for emergency response. [Source: www.cdc.gov]; The Tulalip Tribes' Emergency Management department acquires, allocates, and coordinates resources in response to emergencies or disasters on the Tulalip Reservation. [Source: www.tulaliptribes-nsn.gov]; The Conservation Center for Art & Historic Artifacts provides resources for emergency management and disaster response, including developing cooperative disaster networks. [Source: ccaha.org]; The FDA prepares and responds to natural disasters, nuclear and chemical attacks, and other emergencies. [Source: www.fda.gov] 2008-06-30: The United States has various programs and agencies in place to respond to natural disasters and emergencies, including the Federal Emergency Management Agency (FEMA) and the National Flood Insurance Program. [Source: various];\"\n \"Available facts are as follows: 2008-07-21: The Emergency Management Assistance Compact (EMAC) is an agreement among member states to provide assistance after disasters overwhelm a state's capacity to respond. [Source: www.everycrsreport.com]; All 50 states, three territories (U.S. Virgin Islands, Puerto Rico and Guam), and the District of Columbia have enacted legislation to become members of EMAC. [Source: emergency.cdc.gov]; The Emergency Preparedness and Response Unit is dedicated to creating and promoting a state of readiness and prompt response to protect the health of North Dakota. [Source: www.hhs.nd.gov] 2008-07-14: The Federal Emergency Management Agency (FEMA) was established by an executive order in 1979, merging many of the separate disaster-related responsibilities. [Source]; The CDC informs on current public health emergency topics including diseases, infections, and natural disasters through their Recent Outbreaks and Incidents Web page. [Source]; The World Bank approved additional US$ 3 million for disaster risk management in St. Lucia, focusing on emergency preparedness and response, and infrastructure investment. [Source] 2008-07-07: The U.S. civilian disaster agencies are preparing guidelines for the use of warm fresh whole blood transfusion in massive casualty scenarios. [Source: pubmed.ncbi.nlm.nih.gov]; Disaster Routes are pre-identified for use in emergency situations, and the Los Angeles County Public Works department provides information on these routes. [Source: pw.lacounty.gov]; The Internal Revenue Service provides special tax law provisions to help taxpayers and businesses recover financially from the impact of a disaster. [Source: www.irs.gov]; The BioSense System is used to monitor health effects of wildfires, and federal, state, and local public health officials are responsible for emergency response. [Source: www.cdc.gov]; The Tulalip Tribes' Emergency Management department acquires, allocates, and coordinates resources in response to emergencies or disasters on the Tulalip Reservation. [Source: www.tulaliptribes-nsn.gov]; The Conservation Center for Art & Historic Artifacts provides resources for emergency management and disaster response, including developing cooperative disaster networks. [Source: ccaha.org]; The FDA prepares and responds to natural disasters, nuclear and chemical attacks, and other emergencies. [Source: www.fda.gov] 2008-06-30: The United States has various programs and agencies in place to respond to natural disasters and emergencies, including the Federal Emergency Management Agency (FEMA) and the National Flood Insurance Program. [Source: various];\"]"}
+{"batch_x": [318877632.0, 235827616.0, 332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0], "batch_y": [319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0], "batch_x_timestamps_datetime64_ns": [1199145600000000000, 1201824000000000000, 1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000], "batch_y_timestamps_datetime64_ns": [1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909]], "batch_text": "['Available facts are as follows: 2008-08-25: The Stafford Disaster Relief and Emergency Assistance Act establishes programs and processes for the federal government to provide major disaster and emergency assistance. [Source: www.gao.gov]; Hurricane Katrina struck the US Gulf Coast on August 29, 2005, causing unprecedented damage to numerous communities in Louisiana and Mississippi. [Source: ldh.la.gov] 2008-08-18: NA. 2008-08-11: The United States has experienced significant natural disasters, including Hurricane Katrina, which was the largest natural disaster in living memory, affecting millions of people. [Source: beta.irgc.org]; The country has emergency management agencies and strategies in place to mitigate and respond to disasters, including land use zoning and emergency response teams. [Source: nws.weather.gov] 2008-08-04: Bush declared 422 major disasters during his presidency, with governors petitioning for disaster declarations to receive emergency relief money. [Source: The New York Times]; Emergency management and preparedness involve various stakeholders, including state agencies, LEPCs, and volunteer organizations, which develop memoranda of understanding for disaster response. [Source: dhsem.colorado.gov];'\n 'Available facts are as follows: 2008-08-25: The Stafford Disaster Relief and Emergency Assistance Act establishes programs and processes for the federal government to provide major disaster and emergency assistance. [Source: www.gao.gov]; Hurricane Katrina struck the US Gulf Coast on August 29, 2005, causing unprecedented damage to numerous communities in Louisiana and Mississippi. [Source: ldh.la.gov] 2008-08-18: NA. 2008-08-11: The United States has experienced significant natural disasters, including Hurricane Katrina, which was the largest natural disaster in living memory, affecting millions of people. [Source: beta.irgc.org]; The country has emergency management agencies and strategies in place to mitigate and respond to disasters, including land use zoning and emergency response teams. [Source: nws.weather.gov] 2008-08-04: Bush declared 422 major disasters during his presidency, with governors petitioning for disaster declarations to receive emergency relief money. [Source: The New York Times]; Emergency management and preparedness involve various stakeholders, including state agencies, LEPCs, and volunteer organizations, which develop memoranda of understanding for disaster response. [Source: dhsem.colorado.gov];']"}
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[Source]; Emergency management programs and plans are in place at the federal, state, and local levels to prepare for and respond to natural disasters and emergencies. [Source] 2008-09-15: The U.S. Army Corps of Engineers is prepared to respond to natural or man-made disasters. [Source: www.swg.usace.army.mil]; The goal of the Emergency Conservation Program (ECP) is to restore agricultural lands to a normal productive state after a natural disaster. [Source: www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) has a National Preparedness Goal to enhance the Nation's resilience to disasters. [Source: merid.org] 2008-09-08: The Disaster Fraud Act of 2007 was enacted to enhance penalties for fraud related to emergency and disaster assistance. [Source: www.ussc.gov]; There is a need for alternative triage management in public health emergencies and disasters. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) provides training for emergency managers and educators on disaster management and response. [Source: training.fema.gov]; The Stafford Disaster Relief and Emergency Assistance Act provides federal assistance for disaster relief and emergency response. [Source: www.govinfo.gov] 2008-09-01: The Army has a standardized system for accounting, assessing, managing, and monitoring personnel during disasters. [Source: adpaas.army.mil]; The Ohio Responds system is used to respond to state or national disasters, such as earthquakes, severe weather events, or public health emergencies. [Source: www.ohioresponds.odh.ohio.gov]; USNORTHCOM deployed Emergency Preparedness Liaison Officers to Louisiana in response to Hurricane Gustav. [Source: www.northcom.mil]; The State Court Administrator is responsible for emergency disaster preparedness for employees within the Administrative Office of the Courts. [Source: www.mdcourts.gov]; The Mississippi State Department of Health has a pre-registration and pre-verification system for potential volunteers to enhance the state's ability to mobilize during disasters. [Source: msdh.ms.gov];\"\n \"Available facts are as follows: 2008-09-22: According to the Federal Emergency Management Agency, Katrina is the costliest disaster ever to occur in the United States. [Source]; Emergency management programs and plans are in place at the federal, state, and local levels to prepare for and respond to natural disasters and emergencies. [Source] 2008-09-15: The U.S. Army Corps of Engineers is prepared to respond to natural or man-made disasters. [Source: www.swg.usace.army.mil]; The goal of the Emergency Conservation Program (ECP) is to restore agricultural lands to a normal productive state after a natural disaster. [Source: www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) has a National Preparedness Goal to enhance the Nation's resilience to disasters. [Source: merid.org] 2008-09-08: The Disaster Fraud Act of 2007 was enacted to enhance penalties for fraud related to emergency and disaster assistance. [Source: www.ussc.gov]; There is a need for alternative triage management in public health emergencies and disasters. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) provides training for emergency managers and educators on disaster management and response. [Source: training.fema.gov]; The Stafford Disaster Relief and Emergency Assistance Act provides federal assistance for disaster relief and emergency response. [Source: www.govinfo.gov] 2008-09-01: The Army has a standardized system for accounting, assessing, managing, and monitoring personnel during disasters. [Source: adpaas.army.mil]; The Ohio Responds system is used to respond to state or national disasters, such as earthquakes, severe weather events, or public health emergencies. [Source: www.ohioresponds.odh.ohio.gov]; USNORTHCOM deployed Emergency Preparedness Liaison Officers to Louisiana in response to Hurricane Gustav. [Source: www.northcom.mil]; The State Court Administrator is responsible for emergency disaster preparedness for employees within the Administrative Office of the Courts. [Source: www.mdcourts.gov]; The Mississippi State Department of Health has a pre-registration and pre-verification system for potential volunteers to enhance the state's ability to mobilize during disasters. [Source: msdh.ms.gov];\"]"}
+{"batch_x": [332518688.0, 327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0], "batch_y": [443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0], "batch_x_timestamps_datetime64_ns": [1204329600000000000, 1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000], "batch_y_timestamps_datetime64_ns": [1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438]], "batch_text": "[\"Available facts are as follows: 2008-10-20: The United States has a framework for disaster management, which includes the Federal Emergency Management Agency (FEMA) and state-level emergency management offices. [Source: sgp.fas.org, www.fema.gov, www.nj.gov] 2008-10-13: The United States has experienced various natural disasters, including hurricanes, volcanic eruptions, and earthquakes, which have resulted in significant damage and loss of life. [Source: volcanoes.usgs.gov, www.cambridge.org] 2008-10-06: The United States Government has plans in place for emergency management services, including evacuation and disaster relief [Source: www.lyco.org].; The Red Cross emphasizes the importance of emergency preparedness, including having a plan and being prepared for disasters [Source: www.redcross.org].; Federated States of Micronesia has experienced high tides and drought, leading to a request for federal assistance and emergency food aid [Source: www.fema.gov].; Hypothermia is a significant concern, with approximately 750 deaths occurring in the US each year [Source: www.maine.gov].; The Army emphasizes the importance of preparedness for emergencies, including having a plan for pets and other animals [Source: www.army.mil].; The Houston-Galveston Area Council is involved in disaster and emergency preparedness, including developing a State Implementation Plan [Source: www.h-gac.com].; Mobile phone-based cash transfers have been used in Kenya to respond to emergencies, such as the post-election crisis in 2008 [Source: odihpn.org].; Utah State University provides resources on canning and emergency preparedness, including information on earthquakes, fires, and power outages [Source: extension.usu.edu].; The CSB (Chemical Safety and Hazard Investigation Board) emphasizes the importance of training and preparedness for propane emergencies [Source: www.csb.gov]. 2008-09-29: Objective facts about the Climate and Disaster situation:Throughout the past year, U.S. Attorneys' Offices across the country have prosecuted numerous hurricane-related cases that involved a wide range of crimes. [Source: archives.fbi.gov]The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides authority for disaster response and recovery. [Source: www.fema.gov];\"\n \"Available facts are as follows: 2008-10-20: The United States has a framework for disaster management, which includes the Federal Emergency Management Agency (FEMA) and state-level emergency management offices. [Source: sgp.fas.org, www.fema.gov, www.nj.gov] 2008-10-13: The United States has experienced various natural disasters, including hurricanes, volcanic eruptions, and earthquakes, which have resulted in significant damage and loss of life. [Source: volcanoes.usgs.gov, www.cambridge.org] 2008-10-06: The United States Government has plans in place for emergency management services, including evacuation and disaster relief [Source: www.lyco.org].; The Red Cross emphasizes the importance of emergency preparedness, including having a plan and being prepared for disasters [Source: www.redcross.org].; Federated States of Micronesia has experienced high tides and drought, leading to a request for federal assistance and emergency food aid [Source: www.fema.gov].; Hypothermia is a significant concern, with approximately 750 deaths occurring in the US each year [Source: www.maine.gov].; The Army emphasizes the importance of preparedness for emergencies, including having a plan for pets and other animals [Source: www.army.mil].; The Houston-Galveston Area Council is involved in disaster and emergency preparedness, including developing a State Implementation Plan [Source: www.h-gac.com].; Mobile phone-based cash transfers have been used in Kenya to respond to emergencies, such as the post-election crisis in 2008 [Source: odihpn.org].; Utah State University provides resources on canning and emergency preparedness, including information on earthquakes, fires, and power outages [Source: extension.usu.edu].; The CSB (Chemical Safety and Hazard Investigation Board) emphasizes the importance of training and preparedness for propane emergencies [Source: www.csb.gov]. 2008-09-29: Objective facts about the Climate and Disaster situation:Throughout the past year, U.S. Attorneys' Offices across the country have prosecuted numerous hurricane-related cases that involved a wide range of crimes. [Source: archives.fbi.gov]The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides authority for disaster response and recovery. [Source: www.fema.gov];\"]"}
+{"batch_x": [327927680.0, 144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0], "batch_y": [675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0], "batch_x_timestamps_datetime64_ns": [1207008000000000000, 1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000], "batch_y_timestamps_datetime64_ns": [1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.250684916973114], [-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2008-11-24: The Federal Emergency Management Agency (FEMA) provides data on declared disasters by year or state. [Source: aspe.hhs.gov]; The U.S. Census Bureau provides data on population and demographics, which can be used to identify areas at risk for disasters. [Source: aspe.hhs.gov]; The State of New Jersey has a Division of Disaster Recovery and Mitigation, which provides emergency services and assistance. [Source: www.nj.gov] 2008-11-17: The HIPAA Privacy Rule may be waived in emergency or disaster situations, as declared by the President or Secretary of Health and Human Services. [Source: www.hhs.gov]; The National Response Framework (NRF) is a guide for disaster response and recovery, outlining roles and responsibilities for federal, state, and local governments. [Source: www.everycrsreport.com]; Emergency Support Function 2008-11-10: The U.S. Federal Emergency Management Agency (FEMA) provides financial assistance for disaster recovery, and the Stafford Act provides federal assistance to state and local governments impacted by significant disasters or emergencies. [Source] 2008-11-03: The United States has various programs and initiatives in place to address disaster preparedness and response, including the Supplemental Revenue Assistance Program (SURE) and the Emergency Assistance for Livestock Honey Bees. [Source]; There are also efforts to develop emergency plans and share disaster response techniques among state and federal agencies, as well as internationally. [Source];'\n 'Available facts are as follows: 2008-11-24: The Federal Emergency Management Agency (FEMA) provides data on declared disasters by year or state. [Source: aspe.hhs.gov]; The U.S. Census Bureau provides data on population and demographics, which can be used to identify areas at risk for disasters. [Source: aspe.hhs.gov]; The State of New Jersey has a Division of Disaster Recovery and Mitigation, which provides emergency services and assistance. [Source: www.nj.gov] 2008-11-17: The HIPAA Privacy Rule may be waived in emergency or disaster situations, as declared by the President or Secretary of Health and Human Services. [Source: www.hhs.gov]; The National Response Framework (NRF) is a guide for disaster response and recovery, outlining roles and responsibilities for federal, state, and local governments. [Source: www.everycrsreport.com]; Emergency Support Function 2008-11-10: The U.S. Federal Emergency Management Agency (FEMA) provides financial assistance for disaster recovery, and the Stafford Act provides federal assistance to state and local governments impacted by significant disasters or emergencies. [Source] 2008-11-03: The United States has various programs and initiatives in place to address disaster preparedness and response, including the Supplemental Revenue Assistance Program (SURE) and the Emergency Assistance for Livestock Honey Bees. [Source]; There are also efforts to develop emergency plans and share disaster response techniques among state and federal agencies, as well as internationally. [Source];']"}
+{"batch_x": [144886112.0, 269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0], "batch_y": [364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0], "batch_x_timestamps_datetime64_ns": [1209600000000000000, 1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000], "batch_y_timestamps_datetime64_ns": [1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.1684931516647339], [-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2008-12-22: The ASEAN Agreement on Disaster Management and Emergency Response (AADMER) was activated in 2008 to provide urgent relief assistance to affected states. [Source: odihpn.org]; In 2008, Governor Matt Blunt declared a State of Emergency in Missouri due to severe weather and activated the Missouri State Emergency Operations Plan. [Source: www.sos.mo.gov]; The United States government has emergency preparedness and disaster management plans in place, including the National Incident Management System Guideline. [Source: www.federalregister.gov] 2008-12-15: Floods are the most widespread natural disaster aside from wildfires, and 90% of all U.S. natural disasters declared by the President involve some sort of flooding. [Source: www.dosomething.org] 2008-12-08: The United States has been involved in various disaster relief and management efforts, including providing aid to Ghana and responding to flooding in Honduras. [Source: www.nationalguard.mil, www.12af.acc.af.mil]; The Federal Emergency Management Agency (FEMA) is responsible for disaster relief in the United States. [Source: www.congress.gov]; The North Dakota National Guard has a professional relationship with Ghana as part of the Department of Defense's State Partnership Program to aid in disaster management and construction. [Source: www.nationalguard.mil] 2008-12-01: The PETS Act amends the Robert T. Stafford Disaster Relief and Emergency Assistance Act to ensure that State and local emergency preparedness operational plans address the needs of individuals with household pets and service animals. [Source: www.avma.org]; The National Fire Protection Agency (NFPA) has a standard on Disaster/Emergency Management and Business Continuity Programs. [Source: portal.ct.gov]; Hurricane Katrina struck the southern United States, leaving numerous nonprofits and public libraries affected. [Source: learning.candid.org]; The National Disaster Medical System has federal employees who can respond to disasters or emergencies. [Source: www.avma.org]; The Sergeant-at-Arms is responsible for emergency planning in the Capitol Complex. [Source: sergeant.senate.ca.gov]; U.S. troops helped flood victims in Central America, working with national disaster response organizations. [Source: www.af.mil]; The United States Federal Emergency Management Agency (FEMA) implemented Project Impact, a community-based disaster risk reduction program. [Source: www.unisdr.org]; Taiwan's emergency medical service (EMS) system has improved, including the introduction of disaster response teams. [Source: www.ncbi.nlm.nih.gov]; Maine has the highest childhood and adult asthma rates in the country, with 10% of households reporting trouble heating their homes. [Source: www.maine.gov]; The public questions the capacity and readiness of governments to handle terrorist disasters. [Source: www.ncbi.nlm.nih.gov];\"\n \"Available facts are as follows: 2008-12-22: The ASEAN Agreement on Disaster Management and Emergency Response (AADMER) was activated in 2008 to provide urgent relief assistance to affected states. [Source: odihpn.org]; In 2008, Governor Matt Blunt declared a State of Emergency in Missouri due to severe weather and activated the Missouri State Emergency Operations Plan. [Source: www.sos.mo.gov]; The United States government has emergency preparedness and disaster management plans in place, including the National Incident Management System Guideline. [Source: www.federalregister.gov] 2008-12-15: Floods are the most widespread natural disaster aside from wildfires, and 90% of all U.S. natural disasters declared by the President involve some sort of flooding. [Source: www.dosomething.org] 2008-12-08: The United States has been involved in various disaster relief and management efforts, including providing aid to Ghana and responding to flooding in Honduras. [Source: www.nationalguard.mil, www.12af.acc.af.mil]; The Federal Emergency Management Agency (FEMA) is responsible for disaster relief in the United States. [Source: www.congress.gov]; The North Dakota National Guard has a professional relationship with Ghana as part of the Department of Defense's State Partnership Program to aid in disaster management and construction. [Source: www.nationalguard.mil] 2008-12-01: The PETS Act amends the Robert T. Stafford Disaster Relief and Emergency Assistance Act to ensure that State and local emergency preparedness operational plans address the needs of individuals with household pets and service animals. [Source: www.avma.org]; The National Fire Protection Agency (NFPA) has a standard on Disaster/Emergency Management and Business Continuity Programs. [Source: portal.ct.gov]; Hurricane Katrina struck the southern United States, leaving numerous nonprofits and public libraries affected. [Source: learning.candid.org]; The National Disaster Medical System has federal employees who can respond to disasters or emergencies. [Source: www.avma.org]; The Sergeant-at-Arms is responsible for emergency planning in the Capitol Complex. [Source: sergeant.senate.ca.gov]; U.S. troops helped flood victims in Central America, working with national disaster response organizations. [Source: www.af.mil]; The United States Federal Emergency Management Agency (FEMA) implemented Project Impact, a community-based disaster risk reduction program. [Source: www.unisdr.org]; Taiwan's emergency medical service (EMS) system has improved, including the introduction of disaster response teams. [Source: www.ncbi.nlm.nih.gov]; Maine has the highest childhood and adult asthma rates in the country, with 10% of households reporting trouble heating their homes. [Source: www.maine.gov]; The public questions the capacity and readiness of governments to handle terrorist disasters. [Source: www.ncbi.nlm.nih.gov];\"]"}
+{"batch_x": [269442272.0, 471879648.0, 339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0], "batch_y": [438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0], "batch_x_timestamps_datetime64_ns": [1212278400000000000, 1214870400000000000, 1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000], "batch_y_timestamps_datetime64_ns": [1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, -0.001369863050058484], [-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2009-01-26: Objective facts about the Climate and Disaster situation:Ellis County, TX has an emergency management plan in place for short-term and long-term recovery from catastrophic disasters or emergencies. [Source: www.co.ellis.tx.us]Floyd County, GA has a history of hazards and has had seven Presidential Disaster declarations. [Source: gema.georgia.gov]ReadyWisconsin is a one-stop shop for emergency and disaster preparedness, part of the Wisconsin Department of Military Affairs. [Source: readywisconsin.wi.gov]The ASPCA provides disaster preparedness tips, including storing an emergency kit and leashes near an exit. [Source: www.aspca.org]Meriwether County, GA's Emergency Management Agency handles most emergencies or disasters at the local level without state or federal assistance. [Source: www.meriwethercountyga.gov]Governor Pat Quinn issued a state disaster declaration for several counties in Illinois to help with disaster relief. [Source: www.illinois.gov] 2009-01-19: The Federal Emergency Management Agency (FEMA) is responsible for emergency management and disaster relief in the United States. [Source: fema.gov]; The Disaster Relief and Emergency Assistance Act [42 U.S.C.A. is a law that provides assistance in the event of a disaster or emergency. [Source: biologicaldiversity.org]; The Executive Branch of the US government, led by the President, has the power to respond to disasters and emergencies. [Source: obamawhitehouse.archives.gov] 2009-01-12: The American Red Cross has an urgent need for volunteers in disaster response and emergency preparedness. [Source: www.redcross.org]; The Emergency Management Assistance Compact (EMAC) is prepared to activate on short notice to respond to emergencies and disasters. [Source: nrt.org]; The Uniform Emergency Volunteer Health Practitioners Act (UEVHPA) aims to facilitate the deployment of healthcare professionals during disasters. [Source: www.facs.org]; The Federal Emergency Management Agency (FEMA) has guidelines for disaster housing community site operations. [Source: www.fema.gov]; Local jurisdictions, such as Leon County in Florida, have comprehensive emergency management plans in place. [Source: leoncountyfl.gov]; A national analysis found that the US remains relatively unprepared for large-scale disasters involving children. [Source: www.dshs.texas.gov]; The California State Disaster Worker Service Law outlines procedures for emergency and disaster response. [Source: www.countyofnapa.org]; The US Small Business Administration provides resources for preparing for emergencies and recovering from disasters. [Source: www.sba.gov]; Volstate University has an emergency management plan in place to respond to emergencies and disasters. [Source: www.volstate.edu] 2009-01-05: More than 30 disasters that require an emergency response are declared each year by the federal government in the United States. [Source: Federal Emergency Management Agency, 2007];\"\n \"Available facts are as follows: 2009-01-26: Objective facts about the Climate and Disaster situation:Ellis County, TX has an emergency management plan in place for short-term and long-term recovery from catastrophic disasters or emergencies. [Source: www.co.ellis.tx.us]Floyd County, GA has a history of hazards and has had seven Presidential Disaster declarations. [Source: gema.georgia.gov]ReadyWisconsin is a one-stop shop for emergency and disaster preparedness, part of the Wisconsin Department of Military Affairs. [Source: readywisconsin.wi.gov]The ASPCA provides disaster preparedness tips, including storing an emergency kit and leashes near an exit. [Source: www.aspca.org]Meriwether County, GA's Emergency Management Agency handles most emergencies or disasters at the local level without state or federal assistance. [Source: www.meriwethercountyga.gov]Governor Pat Quinn issued a state disaster declaration for several counties in Illinois to help with disaster relief. [Source: www.illinois.gov] 2009-01-19: The Federal Emergency Management Agency (FEMA) is responsible for emergency management and disaster relief in the United States. [Source: fema.gov]; The Disaster Relief and Emergency Assistance Act [42 U.S.C.A. is a law that provides assistance in the event of a disaster or emergency. [Source: biologicaldiversity.org]; The Executive Branch of the US government, led by the President, has the power to respond to disasters and emergencies. [Source: obamawhitehouse.archives.gov] 2009-01-12: The American Red Cross has an urgent need for volunteers in disaster response and emergency preparedness. [Source: www.redcross.org]; The Emergency Management Assistance Compact (EMAC) is prepared to activate on short notice to respond to emergencies and disasters. [Source: nrt.org]; The Uniform Emergency Volunteer Health Practitioners Act (UEVHPA) aims to facilitate the deployment of healthcare professionals during disasters. [Source: www.facs.org]; The Federal Emergency Management Agency (FEMA) has guidelines for disaster housing community site operations. [Source: www.fema.gov]; Local jurisdictions, such as Leon County in Florida, have comprehensive emergency management plans in place. [Source: leoncountyfl.gov]; A national analysis found that the US remains relatively unprepared for large-scale disasters involving children. [Source: www.dshs.texas.gov]; The California State Disaster Worker Service Law outlines procedures for emergency and disaster response. [Source: www.countyofnapa.org]; The US Small Business Administration provides resources for preparing for emergencies and recovering from disasters. [Source: www.sba.gov]; Volstate University has an emergency management plan in place to respond to emergencies and disasters. [Source: www.volstate.edu] 2009-01-05: More than 30 disasters that require an emergency response are declared each year by the federal government in the United States. [Source: Federal Emergency Management Agency, 2007];\"]"}
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[Source]FEMA is responsible for disaster relief and emergency preparedness in the United States. [Source] 2009-02-16: The Love Canal disaster in 1978 led to the relocation of 239 families and the declaration of a state of emergency. [Source: www.geneseo.edu]; The President granted a federal Emergency Disaster declaration on January 30, 2009, providing direct federal assistance to the state of Missouri. [Source: sema.dps.mo.gov]; FEMA cannot provide federal assistance until an emergency or major disaster declaration is made. [Source: www.oig.dhs.gov] 2009-02-09: The American Red Cross provides disaster relief and has an urgent need for volunteers. [Source: www.redcross.org]; The Federal Emergency Management Agency (FEMA) provides training and certification for disaster response, including agriculture and natural resources. [Source: training.fema.gov]; Hazardous materials or oil spill incidents can occur anywhere and require emergency response. [Source: mil.wa.gov]; Hospitals must have an environment of care management plan that addresses safety, security, hazardous materials, and emergency preparedness. [Source: app.leg.wa.gov] 2009-02-02: The United States has established a Disaster Assistance Emergency Fund (DAEF) with a deposit of $200,000 from the Government of the Republic of the Marshall Islands and the Government of the United States. [Source]; The mass casualty triage system known as simple triage and rapid treatment (START) has been widely used in the United States since the 1980s. [Source]; The United States has experienced significant floods, with growth in total damage from floods, and has emergency response and disaster aid mechanisms in place. [Source]; The U.S. Department of State recommends emergency medical, security, and natural disaster preparedness measures. [Source]; Cities in the United States, such as Mission Viejo, have prepared Emergency Operations Plans to address large-scale disaster or emergency situations. [Source];'\n 'Available facts are as follows: 2009-02-23: Objective facts about the Climate and Disaster situation:The United States Commission on National Security/21st Century has a Road Map for National Security, which includes emergency preparedness and disaster relief responsibilities. [Source]FEMA is responsible for disaster relief and emergency preparedness in the United States. [Source] 2009-02-16: The Love Canal disaster in 1978 led to the relocation of 239 families and the declaration of a state of emergency. [Source: www.geneseo.edu]; The President granted a federal Emergency Disaster declaration on January 30, 2009, providing direct federal assistance to the state of Missouri. [Source: sema.dps.mo.gov]; FEMA cannot provide federal assistance until an emergency or major disaster declaration is made. [Source: www.oig.dhs.gov] 2009-02-09: The American Red Cross provides disaster relief and has an urgent need for volunteers. [Source: www.redcross.org]; The Federal Emergency Management Agency (FEMA) provides training and certification for disaster response, including agriculture and natural resources. [Source: training.fema.gov]; Hazardous materials or oil spill incidents can occur anywhere and require emergency response. [Source: mil.wa.gov]; Hospitals must have an environment of care management plan that addresses safety, security, hazardous materials, and emergency preparedness. [Source: app.leg.wa.gov] 2009-02-02: The United States has established a Disaster Assistance Emergency Fund (DAEF) with a deposit of $200,000 from the Government of the Republic of the Marshall Islands and the Government of the United States. [Source]; The mass casualty triage system known as simple triage and rapid treatment (START) has been widely used in the United States since the 1980s. [Source]; The United States has experienced significant floods, with growth in total damage from floods, and has emergency response and disaster aid mechanisms in place. [Source]; The U.S. Department of State recommends emergency medical, security, and natural disaster preparedness measures. [Source]; Cities in the United States, such as Mission Viejo, have prepared Emergency Operations Plans to address large-scale disaster or emergency situations. [Source];']"}
+{"batch_x": [339294528.0, 319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0], "batch_y": [618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0], "batch_x_timestamps_datetime64_ns": [1217548800000000000, 1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000], "batch_y_timestamps_datetime64_ns": [1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2009-03-23: Objective facts about the Climate and Disaster situation: Previous disasters have illustrated the importance of preventing the transmission of infectious agents during a disaster. [Source: www.ncbi.nlm.nih.gov]Hurricane Katrina, which hit the Gulf Coast on August 29, 2005, was one of the costliest and deadliest natural disasters in US history, killing 1,836 people. [Source: umem.org] 2009-03-16: The National Hurricane Center conducts an extensive outreach and education program, training U.S. emergency managers and representatives from many other countries affected by hurricanes. [Source: www.nhc.noaa.gov]; The U.S. Small Business Administration provides Economic Injury Disaster Loans (EIDLs) to help small businesses affected by drought. [Source: www.buttecounty.net]; The Army has a Disaster Personnel Accountability and Assessment System, a web-based system that enables the Army to collect accurate and timely reports in times of emergency. [Source: www.army.mil] 2009-03-09: Objective facts about the Climate and Disaster situation:The City of La Mirada has an emergency preparedness program that promotes disaster planning and coordination in advance of natural or man-made disasters. [Source: www.cityoflamirada.org]Flood insurance claims come from outside high-risk flood areas, with flooding being the most common and costly natural disaster in the United States. [Source: www.libertymutual.com] 2009-03-02: The United States government has various agencies and processes in place to declare a major disaster or emergency, including the National Emergencies Act and the Federal Emergency Management Agency (FEMA). [Source]; Disaster preparedness and emergency management are critical in the face of natural disasters such as flooding, tornadoes, wind, and hail. [Source];'\n 'Available facts are as follows: 2009-03-23: Objective facts about the Climate and Disaster situation: Previous disasters have illustrated the importance of preventing the transmission of infectious agents during a disaster. [Source: www.ncbi.nlm.nih.gov]Hurricane Katrina, which hit the Gulf Coast on August 29, 2005, was one of the costliest and deadliest natural disasters in US history, killing 1,836 people. [Source: umem.org] 2009-03-16: The National Hurricane Center conducts an extensive outreach and education program, training U.S. emergency managers and representatives from many other countries affected by hurricanes. [Source: www.nhc.noaa.gov]; The U.S. Small Business Administration provides Economic Injury Disaster Loans (EIDLs) to help small businesses affected by drought. [Source: www.buttecounty.net]; The Army has a Disaster Personnel Accountability and Assessment System, a web-based system that enables the Army to collect accurate and timely reports in times of emergency. [Source: www.army.mil] 2009-03-09: Objective facts about the Climate and Disaster situation:The City of La Mirada has an emergency preparedness program that promotes disaster planning and coordination in advance of natural or man-made disasters. [Source: www.cityoflamirada.org]Flood insurance claims come from outside high-risk flood areas, with flooding being the most common and costly natural disaster in the United States. [Source: www.libertymutual.com] 2009-03-02: The United States government has various agencies and processes in place to declare a major disaster or emergency, including the National Emergencies Act and the Federal Emergency Management Agency (FEMA). [Source]; Disaster preparedness and emergency management are critical in the face of natural disasters such as flooding, tornadoes, wind, and hail. [Source];']"}
+{"batch_x": [319512288.0, 448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0], "batch_y": [513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0], "batch_x_timestamps_datetime64_ns": [1220227200000000000, 1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000], "batch_y_timestamps_datetime64_ns": [1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2009-04-20: The United States has experienced various disasters, including hurricanes, contaminating events, and emergencies, highlighting the need for emergency preparedness and response. [Source: escambia.floridahealth.gov, nyc.gov] 2009-04-13: The United States government has various agencies and resources in place to respond to emergencies and disasters, including the Federal Emergency Management Agency (FEMA), the U.S. Department of Housing and Urban Development, and the United States Environmental Protection Agency. [Source: various] 2009-04-06: The United States government has official websites and resources dedicated to disaster preparedness and response, such as FEMA and the City of Houston's OEM. [Source: www.fema.gov, www.houstonoem.org] 2009-03-30: The United States government has established protocols and resources for emergency management, including the Stafford Act, which provides assistance in the event of disasters or emergencies. [Source]; The World Health Organization (WHO) provides guidelines for communicable disease control and environmental health in emergencies and disasters. [Source];\"\n \"Available facts are as follows: 2009-04-20: The United States has experienced various disasters, including hurricanes, contaminating events, and emergencies, highlighting the need for emergency preparedness and response. [Source: escambia.floridahealth.gov, nyc.gov] 2009-04-13: The United States government has various agencies and resources in place to respond to emergencies and disasters, including the Federal Emergency Management Agency (FEMA), the U.S. Department of Housing and Urban Development, and the United States Environmental Protection Agency. [Source: various] 2009-04-06: The United States government has official websites and resources dedicated to disaster preparedness and response, such as FEMA and the City of Houston's OEM. [Source: www.fema.gov, www.houstonoem.org] 2009-03-30: The United States government has established protocols and resources for emergency management, including the Stafford Act, which provides assistance in the event of disasters or emergencies. [Source]; The World Health Organization (WHO) provides guidelines for communicable disease control and environmental health in emergencies and disasters. [Source];\"]"}
+{"batch_x": [448758784.0, 443670944.0, 675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0], "batch_y": [668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0], "batch_x_timestamps_datetime64_ns": [1222819200000000000, 1225497600000000000, 1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000], "batch_y_timestamps_datetime64_ns": [1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.250684916973114], [-0.5, 0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472]], "batch_text": "[\"Available facts are as follows: 2009-05-25: The United States government has awarded disaster assistance grants to states to cover costs of emergency repairs to damaged railroad infrastructure resulting from natural disasters. [Source: railroads.dot.gov]; The FDA plays a role in protecting the United States from chemical, biological, radiological, and other emergencies. [Source: www.fda.gov]; Everyone in New York state is vulnerable to extensive flooding from natural disasters. [Source: nyassembly.gov]; FEMA provides property acquisition and structure relocation services to support disaster response and recovery. [Source: www.fema.gov]; The National Disaster Emergency Rescue Training provides training for disaster response skills. [Source: www.army.mil]; The USNG references are used in Florida's Statewide Emergency Response Plan (SERP) for emergency response and recovery. [Source: www.fgdc.gov]; The 2008 Central Iowa Floods were the worst disaster ever to occur in the state of Iowa. [Source: www.weather.gov] 2009-05-18: The United States has various emergency preparedness guides and resources available, including the Department of Defense Emergency Preparedness Guide and the American National Red Cross's Flood Safety Checklist. [Source]; The U.S. Federal Emergency Management Agency (FEMA) collaborates with states to develop up-to-date emergency plans, such as the 2009 state emergency operations plans for hurricane-prone states. [Source] 2009-05-11: The United States Department of Agriculture (USDA) and the Federal Emergency Management Agency (FEMA) have roles in animal disaster response. [Source: www.tahc.texas.gov]; The IMF provides emergency assistance to help member countries with urgent balance of payments financing needs in the wake of natural disasters or armed conflicts. [Source: reliefweb.int] 2009-05-04: The Institute of Medicine's Committee on the Future of Emergency Care in the United States Hearth System and Board on Health Care Services published a report on hospital-based emergency care in 2009. [Source: em.umaryland.edu]; The United States government issued Presidential Disaster and Emergency Declarations in response to disaster events, as identified in Table 4.2-1. [Source: centrecountypa.gov]; The Australian Defence Force has executive power to respond to crises like states of emergency or natural disasters. [Source: knowledge.aidr.org.au]; The Federal Emergency Management Agency (FEMA) was involved in responding to the Love Canal disaster. [Source: www.ncbi.nlm.nih.gov]; The State of New Jersey Office of Emergency Management provides resources for emergency preparedness and response. [Source: www.townofmorristown.org]; The USDA has specific emergency response guidelines for foreign animal diseases like FMD. [Source: www.usda.gov]; The Mobile Pediatric Emergency Response Team (MPERT) provides disaster response services. [Source: www2.pedsanesthesia.org];\"\n \"Available facts are as follows: 2009-05-25: The United States government has awarded disaster assistance grants to states to cover costs of emergency repairs to damaged railroad infrastructure resulting from natural disasters. [Source: railroads.dot.gov]; The FDA plays a role in protecting the United States from chemical, biological, radiological, and other emergencies. [Source: www.fda.gov]; Everyone in New York state is vulnerable to extensive flooding from natural disasters. [Source: nyassembly.gov]; FEMA provides property acquisition and structure relocation services to support disaster response and recovery. [Source: www.fema.gov]; The National Disaster Emergency Rescue Training provides training for disaster response skills. [Source: www.army.mil]; The USNG references are used in Florida's Statewide Emergency Response Plan (SERP) for emergency response and recovery. [Source: www.fgdc.gov]; The 2008 Central Iowa Floods were the worst disaster ever to occur in the state of Iowa. [Source: www.weather.gov] 2009-05-18: The United States has various emergency preparedness guides and resources available, including the Department of Defense Emergency Preparedness Guide and the American National Red Cross's Flood Safety Checklist. [Source]; The U.S. Federal Emergency Management Agency (FEMA) collaborates with states to develop up-to-date emergency plans, such as the 2009 state emergency operations plans for hurricane-prone states. [Source] 2009-05-11: The United States Department of Agriculture (USDA) and the Federal Emergency Management Agency (FEMA) have roles in animal disaster response. [Source: www.tahc.texas.gov]; The IMF provides emergency assistance to help member countries with urgent balance of payments financing needs in the wake of natural disasters or armed conflicts. [Source: reliefweb.int] 2009-05-04: The Institute of Medicine's Committee on the Future of Emergency Care in the United States Hearth System and Board on Health Care Services published a report on hospital-based emergency care in 2009. [Source: em.umaryland.edu]; The United States government issued Presidential Disaster and Emergency Declarations in response to disaster events, as identified in Table 4.2-1. [Source: centrecountypa.gov]; The Australian Defence Force has executive power to respond to crises like states of emergency or natural disasters. [Source: knowledge.aidr.org.au]; The Federal Emergency Management Agency (FEMA) was involved in responding to the Love Canal disaster. [Source: www.ncbi.nlm.nih.gov]; The State of New Jersey Office of Emergency Management provides resources for emergency preparedness and response. [Source: www.townofmorristown.org]; The USDA has specific emergency response guidelines for foreign animal diseases like FMD. [Source: www.usda.gov]; The Mobile Pediatric Emergency Response Team (MPERT) provides disaster response services. [Source: www2.pedsanesthesia.org];\"]"}
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[Source] 2009-06-15: The United States government has established emergency management systems and protocols to respond to disasters, including executive orders and proclamations declaring states of disaster. [Source: statutes.capitol.texas.gov]; The U.S. Department of Housing and Urban Development provides resources for disaster response and recovery. [Source: www.hudexchange.info]; The Centers for Disease Control and Prevention (CDC) provides information on hazards-specific emergency preparedness. [Source: www.cdc.gov]; Appalachian State University has an emergency management program and emergency preparedness initiatives in place. [Source: emergency.appstate.edu]; The Federal Emergency Management Agency (FEMA) responds to disasters declared by the President of the United States. [Source: www.fbi.gov] 2009-06-08: Objective facts about the Climate and Disaster situation:The United States has over one million infected persons, and there is a need for emergency preparedness and disaster response planning. [Source: www.hhs.gov]Local, state, and federal emergency management professionals coordinate disaster response, with elected and appointed officials playing a key role. [Source: www.hsdl.org]Arkansas is set to receive $70 million in U.S. aid for disaster recovery. [Source: www.arkansasonline.com] 2009-06-01: Recent large-scale emergencies and disasters in the United States have displayed elements of organized medical emergency response, with hospitals playing a crucial role. [Source: pubmed.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2009-06-22: The Federal Emergency Management Agency (FEMA) is a key organization involved in disaster response and management in the United States. [Source] 2009-06-15: The United States government has established emergency management systems and protocols to respond to disasters, including executive orders and proclamations declaring states of disaster. [Source: statutes.capitol.texas.gov]; The U.S. Department of Housing and Urban Development provides resources for disaster response and recovery. [Source: www.hudexchange.info]; The Centers for Disease Control and Prevention (CDC) provides information on hazards-specific emergency preparedness. [Source: www.cdc.gov]; Appalachian State University has an emergency management program and emergency preparedness initiatives in place. [Source: emergency.appstate.edu]; The Federal Emergency Management Agency (FEMA) responds to disasters declared by the President of the United States. [Source: www.fbi.gov] 2009-06-08: Objective facts about the Climate and Disaster situation:The United States has over one million infected persons, and there is a need for emergency preparedness and disaster response planning. [Source: www.hhs.gov]Local, state, and federal emergency management professionals coordinate disaster response, with elected and appointed officials playing a key role. [Source: www.hsdl.org]Arkansas is set to receive $70 million in U.S. aid for disaster recovery. [Source: www.arkansasonline.com] 2009-06-01: Recent large-scale emergencies and disasters in the United States have displayed elements of organized medical emergency response, with hospitals playing a crucial role. [Source: pubmed.ncbi.nlm.nih.gov];']"}
+{"batch_x": [675925952.0, 364704384.0, 438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0], "batch_y": [438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0], "batch_x_timestamps_datetime64_ns": [1228089600000000000, 1230768000000000000, 1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000], "batch_y_timestamps_datetime64_ns": [1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.4178082048892975], [-0.5, 0.0, -0.5, -0.5], [-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2009-07-20: The United States has laws and regulations in place to respond to emergencies and natural disasters, such as the Occupational Safety and Health Administration's (OSHA) Hazardous Waste Operations and Emergency Response Standard (HAZWOPER) and the Emergency Banking Act. [Source]; Hospitals and other organizations are encouraged to develop and update disaster plans to prepare for emergencies. [Source]; Monitoring and evaluation are essential for learning from experience, analyzing capability, planning, and allocating resources in emergency response and disaster relief. [Source] 2009-07-13: The United States has experienced various emergency and disaster situations, including natural disasters and economic crises, such as the Great Depression. [Source: www.federalreservehistory.org] 2009-07-06: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that allows the President of the United States to declare a disaster, triggering federal assistance. [Source]; The Federal Emergency Management Agency (FEMA) is responsible for disaster consequence management, including mitigation, preparedness, response, and recovery. [Source]; The Hazard Mitigation Grant Program is a FEMA program that provides funding to states and local governments to mitigate the risks of natural disasters. [Source] 2009-06-29: The United States Department of Agriculture's Farm Service Agency has an Emergency Disaster Designation and Declaration Process in place to provide assistance to agricultural producers affected by disasters. [Source: www.fsa.usda.gov]; Temporary emergency shelters are provided by the state in times of disasters, often located in schools, office buildings, tents, or other facilities. [Source: www.floridadisaster.org]; A Presidential Disaster Declaration can be requested by the Governor of a state when a disaster exceeds the state's capabilities. [Source: homelandsecurity.iowa.gov]; Factors such as unique circumstances and the nature of the emergency are considered when determining evacuations and shelters. [Source: www.floridadisaster.org]; The County Emergency Management Coordinator is advised of a state of local disaster emergency by the Municipal Emergency Management Coordinator. [Source: www.lfnj.com]; An emergency kit should include essential supplies, such as a large storage container, to prepare for disasters. [Source: www.msema.org]; National Volunteer Organizations Active in Disasters provide experience, expertise, and resources to local organizations facing emergencies. [Source: www.hhs.texas.gov]; Persons with disabilities should prepare for disasters by having a plan, staying informed, and having a emergency kit. [Source: www.msema.org]; The Westmoreland County Hazard Mitigation Plan aims to enhance emergency disaster response and recovery capabilities. [Source: www.co.westmoreland.pa.us];\"\n \"Available facts are as follows: 2009-07-20: The United States has laws and regulations in place to respond to emergencies and natural disasters, such as the Occupational Safety and Health Administration's (OSHA) Hazardous Waste Operations and Emergency Response Standard (HAZWOPER) and the Emergency Banking Act. [Source]; Hospitals and other organizations are encouraged to develop and update disaster plans to prepare for emergencies. [Source]; Monitoring and evaluation are essential for learning from experience, analyzing capability, planning, and allocating resources in emergency response and disaster relief. [Source] 2009-07-13: The United States has experienced various emergency and disaster situations, including natural disasters and economic crises, such as the Great Depression. [Source: www.federalreservehistory.org] 2009-07-06: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a federal law that allows the President of the United States to declare a disaster, triggering federal assistance. [Source]; The Federal Emergency Management Agency (FEMA) is responsible for disaster consequence management, including mitigation, preparedness, response, and recovery. [Source]; The Hazard Mitigation Grant Program is a FEMA program that provides funding to states and local governments to mitigate the risks of natural disasters. [Source] 2009-06-29: The United States Department of Agriculture's Farm Service Agency has an Emergency Disaster Designation and Declaration Process in place to provide assistance to agricultural producers affected by disasters. [Source: www.fsa.usda.gov]; Temporary emergency shelters are provided by the state in times of disasters, often located in schools, office buildings, tents, or other facilities. [Source: www.floridadisaster.org]; A Presidential Disaster Declaration can be requested by the Governor of a state when a disaster exceeds the state's capabilities. [Source: homelandsecurity.iowa.gov]; Factors such as unique circumstances and the nature of the emergency are considered when determining evacuations and shelters. [Source: www.floridadisaster.org]; The County Emergency Management Coordinator is advised of a state of local disaster emergency by the Municipal Emergency Management Coordinator. [Source: www.lfnj.com]; An emergency kit should include essential supplies, such as a large storage container, to prepare for disasters. [Source: www.msema.org]; National Volunteer Organizations Active in Disasters provide experience, expertise, and resources to local organizations facing emergencies. [Source: www.hhs.texas.gov]; Persons with disabilities should prepare for disasters by having a plan, staying informed, and having a emergency kit. [Source: www.msema.org]; The Westmoreland County Hazard Mitigation Plan aims to enhance emergency disaster response and recovery capabilities. [Source: www.co.westmoreland.pa.us];\"]"}
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[Source: nyassembly.gov, www.columbiacountyfla.com] 2009-08-17: The City of Norfolk, Virginia has a comprehensive disaster planning, mitigation, and response system in place, which coordinates with state and city provisions. [Source: www.norfolk.gov]; Millersville University has a Center for Disaster Research & Education and offers a Master of Science in Emergency Management program, which has been recognized as one of the top online emergency management programs in the nation. [Source: www.millersville.edu]; The National Academy of Sciences of the United States of America has published proceedings on demography and public health emergency preparedness, including disaster and emergency response. [Source: www.ncbi.nlm.nih.gov]; The Pennsylvania General Assembly has established a State Advisory Board for emergency health services, which includes addressing liability issues for healthcare personnel and providing mental health support for disaster response. [Source: www.legis.state.pa.us]; The Utah Air National Guard and United States Marine Corps are prepared to respond to national emergencies, including natural disasters and civil disturbances. [Source: www.marines.mil]; The National Weather Service provides coverage maps and forecasts for excessive rainfall and severe thunderstorms, which can threaten the Southern U.S. [Source: www.weather.gov]; Catholic Charities Archdiocese of New Orleans provides disaster response services, including case management, emergency grants, and counseling. [Source: www.ccano.org]; The City of Pasadena, California has a disaster preparedness program and emergency phone notification system in place. [Source: www.cityofpasadena.net] 2009-08-10: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster response and provides goods and services to states and local governments when they become overwhelmed by the size or scope of a disaster. [Source]; The Anchorage Office of Emergency Management (OEM) plans, coordinates, and supports activities that help prepare for, respond to, and recover from large-scale disasters. [Source]; The United States government has been involved in emergency preparedness, disaster management, and recovery efforts, including hosting international symposia on disaster management. [Source]; Carbon monoxide exposures are a significant risk after hurricanes, and emergency departments and poison centers play a critical role in responding to these emergencies. [Source] 2009-08-03: The California Unemployment Insurance Code (CUIC) has a section 1111.5 that grants extensions in the event of a state of emergency or disaster. [Source: edd.ca.gov]; The Eugene, OR government website provides tools and resources for community members to prepare for disasters. [Source: www.eugene-or.gov]; The GovLoans.gov website is an official website of the United States government that provides information on disaster assistance loans. [Source: www.govloans.gov]; The SUNY New Paltz university offers a program in Disaster Studies that focuses on emergency response and disaster management. [Source: www.newpaltz.edu]; The Oregon Secretary of State Administrative Rules includes emergency and disaster planning guidelines for facilities. [Source: secure.sos.state.or.us]; The Farm Service Agency provides low-interest emergency loans to producers in designated disaster areas. [Source: www.fsa.usda.gov];'\n 'Available facts are as follows: 2009-08-24: Objective facts about the Climate and Disaster situation:The United States experiences various natural disasters, including high winds, flooding, lightning, and earthquakes, which can cause significant property damage and disruptions to daily life. [Source: nyassembly.gov, www.columbiacountyfla.com] 2009-08-17: The City of Norfolk, Virginia has a comprehensive disaster planning, mitigation, and response system in place, which coordinates with state and city provisions. [Source: www.norfolk.gov]; Millersville University has a Center for Disaster Research & Education and offers a Master of Science in Emergency Management program, which has been recognized as one of the top online emergency management programs in the nation. [Source: www.millersville.edu]; The National Academy of Sciences of the United States of America has published proceedings on demography and public health emergency preparedness, including disaster and emergency response. [Source: www.ncbi.nlm.nih.gov]; The Pennsylvania General Assembly has established a State Advisory Board for emergency health services, which includes addressing liability issues for healthcare personnel and providing mental health support for disaster response. [Source: www.legis.state.pa.us]; The Utah Air National Guard and United States Marine Corps are prepared to respond to national emergencies, including natural disasters and civil disturbances. [Source: www.marines.mil]; The National Weather Service provides coverage maps and forecasts for excessive rainfall and severe thunderstorms, which can threaten the Southern U.S. [Source: www.weather.gov]; Catholic Charities Archdiocese of New Orleans provides disaster response services, including case management, emergency grants, and counseling. [Source: www.ccano.org]; The City of Pasadena, California has a disaster preparedness program and emergency phone notification system in place. [Source: www.cityofpasadena.net] 2009-08-10: The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster response and provides goods and services to states and local governments when they become overwhelmed by the size or scope of a disaster. [Source]; The Anchorage Office of Emergency Management (OEM) plans, coordinates, and supports activities that help prepare for, respond to, and recover from large-scale disasters. [Source]; The United States government has been involved in emergency preparedness, disaster management, and recovery efforts, including hosting international symposia on disaster management. [Source]; Carbon monoxide exposures are a significant risk after hurricanes, and emergency departments and poison centers play a critical role in responding to these emergencies. [Source] 2009-08-03: The California Unemployment Insurance Code (CUIC) has a section 1111.5 that grants extensions in the event of a state of emergency or disaster. [Source: edd.ca.gov]; The Eugene, OR government website provides tools and resources for community members to prepare for disasters. [Source: www.eugene-or.gov]; The GovLoans.gov website is an official website of the United States government that provides information on disaster assistance loans. [Source: www.govloans.gov]; The SUNY New Paltz university offers a program in Disaster Studies that focuses on emergency response and disaster management. [Source: www.newpaltz.edu]; The Oregon Secretary of State Administrative Rules includes emergency and disaster planning guidelines for facilities. [Source: secure.sos.state.or.us]; The Farm Service Agency provides low-interest emergency loans to producers in designated disaster areas. [Source: www.fsa.usda.gov];']"}
+{"batch_x": [438445344.0, 601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0], "batch_y": [446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0], "batch_x_timestamps_datetime64_ns": [1233446400000000000, 1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000], "batch_y_timestamps_datetime64_ns": [1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306]], "batch_text": "[\"Available facts are as follows: 2009-09-21: The financial cost of Hurricane Ivan in Grenada was estimated at more than US$900 million, more than twice the country's GDP. [Source] 2009-09-14: Disasters pose a very real threat to every individual in the United States. [Source: pubmed.ncbi.nlm.nih.gov] 2009-09-07: Objective facts about the Climate and Disaster situation:Stanislaus County Emergency Services Division provides emergency services to the community, including preparedness for natural disasters. [Source: www.stanoes.com]The U.S. Department of Housing and Urban Development's Disaster Housing Assistance Program provides services to families affected by disasters like Hurricane Ike. [Source: www.fema.gov]CDC has released antiviral drugs to states for the 2009 Influenza Pandemic. [Source: sgp.fas.org]The Joint Commission has set emergency preparedness standards for hospitals throughout the United States, including disaster preparedness. [Source: downloads.aap.org] 2009-08-31: The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster planning in the United States. [Source: training.fema.gov]; The Massachusetts Emergency Management Agency (MEMA) maintains the State Comprehensive Emergency Management Plan, which outlines the state's response to emergencies and disasters. [Source: www.msema.org]; The National Guard plays a role in disaster response and emergency management, with Major General Craig E. Campbell serving as the adjutant general for the State of Alaska. [Source: www.nationalguard.mil]; Kaufman County, Texas, has a registry for residents with disabilities to receive assistance during disasters. [Source: www.kaufmancounty.net];\"\n \"Available facts are as follows: 2009-09-21: The financial cost of Hurricane Ivan in Grenada was estimated at more than US$900 million, more than twice the country's GDP. [Source] 2009-09-14: Disasters pose a very real threat to every individual in the United States. [Source: pubmed.ncbi.nlm.nih.gov] 2009-09-07: Objective facts about the Climate and Disaster situation:Stanislaus County Emergency Services Division provides emergency services to the community, including preparedness for natural disasters. [Source: www.stanoes.com]The U.S. Department of Housing and Urban Development's Disaster Housing Assistance Program provides services to families affected by disasters like Hurricane Ike. [Source: www.fema.gov]CDC has released antiviral drugs to states for the 2009 Influenza Pandemic. [Source: sgp.fas.org]The Joint Commission has set emergency preparedness standards for hospitals throughout the United States, including disaster preparedness. [Source: downloads.aap.org] 2009-08-31: The Federal Emergency Management Agency (FEMA) provides training and resources for emergency management and disaster planning in the United States. [Source: training.fema.gov]; The Massachusetts Emergency Management Agency (MEMA) maintains the State Comprehensive Emergency Management Plan, which outlines the state's response to emergencies and disasters. [Source: www.msema.org]; The National Guard plays a role in disaster response and emergency management, with Major General Craig E. Campbell serving as the adjutant general for the State of Alaska. [Source: www.nationalguard.mil]; Kaufman County, Texas, has a registry for residents with disabilities to receive assistance during disasters. [Source: www.kaufmancounty.net];\"]"}
+{"batch_x": [601718784.0, 618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0], "batch_y": [191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0], "batch_x_timestamps_datetime64_ns": [1235865600000000000, 1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000], "batch_y_timestamps_datetime64_ns": [1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2009-10-26: The United States has laws and agencies in place to respond to emergencies and disasters, such as the Federal Emergency Management Agency (FEMA) and the Stafford Disaster Relief and Emergency Assistance Act. [Source] 2009-10-19: The effects of natural disasters and climate change vary widely by state, county, and community, with social variables such as income and age contributing to social vulnerability. [Source: www.oxfamamerica.org] 2009-10-12: The United States Environmental Protection Agency issued a National Emergency Preparedness plan to respond to disasters and emergencies. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) declared a Federal Major Disaster Declaration for American Samoa on September 29, 2009. [Source: www.doi.gov]; The US Fire Administration/National Fire Data Center reported that fires cause a significant number of disasters in the United States. [Source: www.usfa.fema.gov]; The State of Alaska has an Emergency Operations Plan (EOP) to respond to disasters, which was updated in 2023. [Source: www.muni.org]; The President of the United States can declare an emergency or major disaster, authorizing federal assistance to state governments. [Source: www.floridahealth.gov] 2009-10-05: There are various emergency management agencies and organizations in the United States, such as Hernando County, FL, Seattle, WA, and South Carolina, that provide disaster relief and management services. [Source];'\n 'Available facts are as follows: 2009-10-26: The United States has laws and agencies in place to respond to emergencies and disasters, such as the Federal Emergency Management Agency (FEMA) and the Stafford Disaster Relief and Emergency Assistance Act. [Source] 2009-10-19: The effects of natural disasters and climate change vary widely by state, county, and community, with social variables such as income and age contributing to social vulnerability. [Source: www.oxfamamerica.org] 2009-10-12: The United States Environmental Protection Agency issued a National Emergency Preparedness plan to respond to disasters and emergencies. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) declared a Federal Major Disaster Declaration for American Samoa on September 29, 2009. [Source: www.doi.gov]; The US Fire Administration/National Fire Data Center reported that fires cause a significant number of disasters in the United States. [Source: www.usfa.fema.gov]; The State of Alaska has an Emergency Operations Plan (EOP) to respond to disasters, which was updated in 2023. [Source: www.muni.org]; The President of the United States can declare an emergency or major disaster, authorizing federal assistance to state governments. [Source: www.floridahealth.gov] 2009-10-05: There are various emergency management agencies and organizations in the United States, such as Hernando County, FL, Seattle, WA, and South Carolina, that provide disaster relief and management services. [Source];']"}
+{"batch_x": [618616192.0, 513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0], "batch_y": [471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0], "batch_x_timestamps_datetime64_ns": [1238544000000000000, 1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000], "batch_y_timestamps_datetime64_ns": [1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2009-11-23: The U.S. Army Corps of Engineers aims to reduce disaster risk through vital engineering solutions. [Source: www.usace.army.mil]; The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) provides federal assistance in response to disasters. [Source: www.fema.gov]; The Chernobyl accident in 1986 was a major nuclear disaster that highlighted the importance of emergency preparedness. [Source: world-nuclear.org]; The Great Appalachian Storm of 1950 was a devastating winter storm that struck the eastern United States. [Source: www.weather.gov]; The Nuclear disaster at Three Mile Island in 1979 was the worst accident in the history of the U.S. nuclear power industry. [Source: www.history.com] 2009-11-16: The Federal Emergency Management Agency (FEMA) is responsible for declaring major disasters or emergencies in the United States. [Source] 2009-11-09: The United States has laws and regulations in place to respond to disasters and emergencies, including natural disasters and terrorist attacks. [Source: www.revisor.mn.gov, www.palmettofl.org, dmna.ny.gov, www.kwo.ks.gov, codes.findlaw.com] 2009-11-02: The US Army Corps of Engineers has emergency response teams that can respond to disasters within hours. [Source: www.army.mil]; The Federal Emergency Management Agency (FEMA) oversees disaster relief funding and operations of federal agencies. [Source: www.usace.army.mil]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act outlines the roles and responsibilities of federal agencies in disaster response. [Source: www.fema.gov]; The American Red Cross has a Congressional Charter to provide disaster relief and other humanitarian services. [Source: www.redcross.org];'\n 'Available facts are as follows: 2009-11-23: The U.S. Army Corps of Engineers aims to reduce disaster risk through vital engineering solutions. [Source: www.usace.army.mil]; The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) provides federal assistance in response to disasters. [Source: www.fema.gov]; The Chernobyl accident in 1986 was a major nuclear disaster that highlighted the importance of emergency preparedness. [Source: world-nuclear.org]; The Great Appalachian Storm of 1950 was a devastating winter storm that struck the eastern United States. [Source: www.weather.gov]; The Nuclear disaster at Three Mile Island in 1979 was the worst accident in the history of the U.S. nuclear power industry. [Source: www.history.com] 2009-11-16: The Federal Emergency Management Agency (FEMA) is responsible for declaring major disasters or emergencies in the United States. [Source] 2009-11-09: The United States has laws and regulations in place to respond to disasters and emergencies, including natural disasters and terrorist attacks. [Source: www.revisor.mn.gov, www.palmettofl.org, dmna.ny.gov, www.kwo.ks.gov, codes.findlaw.com] 2009-11-02: The US Army Corps of Engineers has emergency response teams that can respond to disasters within hours. [Source: www.army.mil]; The Federal Emergency Management Agency (FEMA) oversees disaster relief funding and operations of federal agencies. [Source: www.usace.army.mil]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act outlines the roles and responsibilities of federal agencies in disaster response. [Source: www.fema.gov]; The American Red Cross has a Congressional Charter to provide disaster relief and other humanitarian services. [Source: www.redcross.org];']"}
+{"batch_x": [513403904.0, 668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0], "batch_y": [185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0], "batch_x_timestamps_datetime64_ns": [1241136000000000000, 1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000], "batch_y_timestamps_datetime64_ns": [1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2009-12-21: There have been significant ferry disasters in the United States, such as the George Prince Ferry Disaster in 1976, which resulted in 77 lives lost. [Source]; The United States has emergency management systems in place, including the 911 system, which provides faster responses to emergencies. [Source]; The Indian Health Service has an Emergency Management Plan in place to respond to emergencies, hazardous materials incidents, and environmental disasters. [Source]; The United States Department of Agriculture – Forest Service (USDA-FS) uses incident command systems (ICS) for incident management during disasters or emergencies. [Source] 2009-12-14: The Robert T. Stafford Disaster Relief and Emergency Assistance Act of 2000 is a law that provides assistance in the event of a major disaster or emergency declared by the President of the United States. [Source]; The National Disaster Management Authority (NDMA) is a national authority that coordinates responses to emergencies. [Source] 2009-12-07: The United States has a National Policy on Disaster Management (NPDM) that aims to enhance emergency responding capabilities and assist state governments in the pre-disaster phase. [Source: www.mha.gov.in]; The City of Marion, McDowell County, has a Source Water Protection Plan that includes local and state efforts in relieving emergency or disaster-related problems. [Source: www.deq.nc.gov]; The National Park Service has a teaching program that educates students on preparing for emergencies and disasters. [Source: www.nps.gov] 2009-11-30: The US Army Corps of Engineers (USACE) has its own authority to directly respond to State requests for support in responding to major disasters. [Source]; The Department of Homeland Security (DHS) establishes national security emergency policy within the Continental United States (CONUS). [Source]; Direct Relief offers targeted assistance to help health providers prepare for and respond to emergencies, including distributing medical supplies. [Source];'\n 'Available facts are as follows: 2009-12-21: There have been significant ferry disasters in the United States, such as the George Prince Ferry Disaster in 1976, which resulted in 77 lives lost. [Source]; The United States has emergency management systems in place, including the 911 system, which provides faster responses to emergencies. [Source]; The Indian Health Service has an Emergency Management Plan in place to respond to emergencies, hazardous materials incidents, and environmental disasters. [Source]; The United States Department of Agriculture – Forest Service (USDA-FS) uses incident command systems (ICS) for incident management during disasters or emergencies. [Source] 2009-12-14: The Robert T. Stafford Disaster Relief and Emergency Assistance Act of 2000 is a law that provides assistance in the event of a major disaster or emergency declared by the President of the United States. [Source]; The National Disaster Management Authority (NDMA) is a national authority that coordinates responses to emergencies. [Source] 2009-12-07: The United States has a National Policy on Disaster Management (NPDM) that aims to enhance emergency responding capabilities and assist state governments in the pre-disaster phase. [Source: www.mha.gov.in]; The City of Marion, McDowell County, has a Source Water Protection Plan that includes local and state efforts in relieving emergency or disaster-related problems. [Source: www.deq.nc.gov]; The National Park Service has a teaching program that educates students on preparing for emergencies and disasters. [Source: www.nps.gov] 2009-11-30: The US Army Corps of Engineers (USACE) has its own authority to directly respond to State requests for support in responding to major disasters. [Source]; The Department of Homeland Security (DHS) establishes national security emergency policy within the Continental United States (CONUS). [Source]; Direct Relief offers targeted assistance to help health providers prepare for and respond to emergencies, including distributing medical supplies. [Source];']"}
+{"batch_x": [668556928.0, 331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0], "batch_y": [52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0], "batch_x_timestamps_datetime64_ns": [1243814400000000000, 1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000], "batch_y_timestamps_datetime64_ns": [1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.08630137145519257], [-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2010-01-25: The United States government and various organizations are preparing for and responding to disasters and emergencies, including bioterrorism and natural disasters. [Source] 2010-01-18: The United States Government has responded to the Haiti earthquake disaster with emergency response teams, including DMATs and IMSuRT, which have treated over 2,160 patients. [Source: obamawhitehouse.archives.gov]; The Federal Emergency Management Agency (FEMA) provides Community Disaster Loans to states affected by natural disasters. [Source: www.ecfr.gov]; The American Red Cross has a Disaster Preparedness Volunteer program and provides support for humanitarian needs. [Source: www.redcross.org] 2010-01-11: The 2010 Haiti Earthquake had a magnitude of 7.0 and affected 3,500,000 people, with 220,000 people estimated to have died. [Source: www.dec.org.uk]; The Illinois Emergency Management Agency has a disaster declaration process that includes a funding process and public assistance. [Source: iemaohs.illinois.gov]; The United Church of Christ has a Disaster Ministries team that responds to natural and human-caused disasters across the United States and its territories. [Source: www.ucc.org] 2010-01-04: The United States Department of Homeland Security has a National Emergency plan in place, and executive orders can be issued to declare a state of disaster or emergency. [Source]; The United States Army Corps of Engineers is involved in emergency scour repair work at Dresden Island Lock and Dam, indicating a focus on disaster response and mitigation. [Source]; The U.S. Public Health Service has a National Disaster Medical System in place, which responds to emergencies and disasters. [Source];'\n 'Available facts are as follows: 2010-01-25: The United States government and various organizations are preparing for and responding to disasters and emergencies, including bioterrorism and natural disasters. [Source] 2010-01-18: The United States Government has responded to the Haiti earthquake disaster with emergency response teams, including DMATs and IMSuRT, which have treated over 2,160 patients. [Source: obamawhitehouse.archives.gov]; The Federal Emergency Management Agency (FEMA) provides Community Disaster Loans to states affected by natural disasters. [Source: www.ecfr.gov]; The American Red Cross has a Disaster Preparedness Volunteer program and provides support for humanitarian needs. [Source: www.redcross.org] 2010-01-11: The 2010 Haiti Earthquake had a magnitude of 7.0 and affected 3,500,000 people, with 220,000 people estimated to have died. [Source: www.dec.org.uk]; The Illinois Emergency Management Agency has a disaster declaration process that includes a funding process and public assistance. [Source: iemaohs.illinois.gov]; The United Church of Christ has a Disaster Ministries team that responds to natural and human-caused disasters across the United States and its territories. [Source: www.ucc.org] 2010-01-04: The United States Department of Homeland Security has a National Emergency plan in place, and executive orders can be issued to declare a state of disaster or emergency. [Source]; The United States Army Corps of Engineers is involved in emergency scour repair work at Dresden Island Lock and Dam, indicating a focus on disaster response and mitigation. [Source]; The U.S. Public Health Service has a National Disaster Medical System in place, which responds to emergencies and disasters. [Source];']"}
+{"batch_x": [331548192.0, 438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0], "batch_y": [75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0], "batch_x_timestamps_datetime64_ns": [1246406400000000000, 1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000], "batch_y_timestamps_datetime64_ns": [1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2010-02-22: The U.S. Army Corps of Engineers, New England District provides disaster and emergency assistance, regulatory administration, and engineering and construction management support to other agencies. [Source: www.nae.usace.army.mil]; The National Commission on Children and Disasters includes state and local emergency management perspectives to address the needs of children in disasters. [Source: www.everycrsreport.com]; The Caribbean Disaster Emergency Management Agency (CDEMA) is a regional inter-governmental agency for disaster management in the Caribbean Community. [Source: www.cdema.org] 2010-02-15: Objective facts about the Climate and Disaster situation:The Association of American Medical Colleges (AAMC) in the United States recommended that bioterrorism education be included in all medical school curricula in 2003. [Source: www.ncbi.nlm.nih.gov] 2010-02-08: The Caribbean Disaster Emergency Management Agency (CDEMA) launched a Public Awareness and Education Campaign in Antigua and Barbuda to address Tsunami and Other Coastal Hazards. [Source]; The U.S. Small Business Administration provides resources for small businesses to prepare for emergencies and recover from disasters, including federal contracting certifications. [Source] 2010-02-01: The United States has a framework for responding to disasters and emergencies, which involves local, tribal, State, and Federal governments. [Source: www.fema.gov];'\n 'Available facts are as follows: 2010-02-22: The U.S. Army Corps of Engineers, New England District provides disaster and emergency assistance, regulatory administration, and engineering and construction management support to other agencies. [Source: www.nae.usace.army.mil]; The National Commission on Children and Disasters includes state and local emergency management perspectives to address the needs of children in disasters. [Source: www.everycrsreport.com]; The Caribbean Disaster Emergency Management Agency (CDEMA) is a regional inter-governmental agency for disaster management in the Caribbean Community. [Source: www.cdema.org] 2010-02-15: Objective facts about the Climate and Disaster situation:The Association of American Medical Colleges (AAMC) in the United States recommended that bioterrorism education be included in all medical school curricula in 2003. [Source: www.ncbi.nlm.nih.gov] 2010-02-08: The Caribbean Disaster Emergency Management Agency (CDEMA) launched a Public Awareness and Education Campaign in Antigua and Barbuda to address Tsunami and Other Coastal Hazards. [Source]; The U.S. Small Business Administration provides resources for small businesses to prepare for emergencies and recover from disasters, including federal contracting certifications. [Source] 2010-02-01: The United States has a framework for responding to disasters and emergencies, which involves local, tribal, State, and Federal governments. [Source: www.fema.gov];']"}
+{"batch_x": [438267008.0, 608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0], "batch_y": [43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0], "batch_x_timestamps_datetime64_ns": [1249084800000000000, 1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000], "batch_y_timestamps_datetime64_ns": [1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.0808219164609909], [-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2010-03-22: Emergency management programs aim to reduce the impact of known hazards through pre and post-disaster mitigation, preparedness, and response activities. [Source: www.tdem.texas.gov] 2010-03-15: Ninety percent of all natural disasters in the U.S. involve flooding, and about 25% of flood insurance claims come from moderate- to low-risk areas. [Source: www.fbiic.gov] 2010-03-08: The U.S. Army Corps of Engineers is part of the federal government's unified national response to disasters and emergencies. [Source: www.sas.usace.army.mil]; The U.S. Department of Homeland Security (DHS) is responsible for safety and immigration enforcement during emergency events, including natural disasters. [Source: www.dhs.gov]; The USAID-led emergency response team has supported government vaccination efforts in IDP camps, vaccinating 233,251 people as of March 10, 2010. [Source: obamawhitehouse.archives.gov]; The USDA offers disaster assistance to farmers and ranchers affected by natural disasters. [Source: fsa.usda.gov] 2010-03-01: The United States Department of Agriculture's Farm Service Agency (FSA) has announced disaster and emergency declarations for various states and counties. [Source: www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) is responsible for coordinating responses to disasters in the United States. [Source: www.un-spider.org]; The National Weather Service has a long history of weather observation networks across the United States, dating back to the early 1800s. [Source: www.weather.gov];\"\n \"Available facts are as follows: 2010-03-22: Emergency management programs aim to reduce the impact of known hazards through pre and post-disaster mitigation, preparedness, and response activities. [Source: www.tdem.texas.gov] 2010-03-15: Ninety percent of all natural disasters in the U.S. involve flooding, and about 25% of flood insurance claims come from moderate- to low-risk areas. [Source: www.fbiic.gov] 2010-03-08: The U.S. Army Corps of Engineers is part of the federal government's unified national response to disasters and emergencies. [Source: www.sas.usace.army.mil]; The U.S. Department of Homeland Security (DHS) is responsible for safety and immigration enforcement during emergency events, including natural disasters. [Source: www.dhs.gov]; The USAID-led emergency response team has supported government vaccination efforts in IDP camps, vaccinating 233,251 people as of March 10, 2010. [Source: obamawhitehouse.archives.gov]; The USDA offers disaster assistance to farmers and ranchers affected by natural disasters. [Source: fsa.usda.gov] 2010-03-01: The United States Department of Agriculture's Farm Service Agency (FSA) has announced disaster and emergency declarations for various states and counties. [Source: www.fsa.usda.gov]; The Federal Emergency Management Agency (FEMA) is responsible for coordinating responses to disasters in the United States. [Source: www.un-spider.org]; The National Weather Service has a long history of weather observation networks across the United States, dating back to the early 1800s. [Source: www.weather.gov];\"]"}
+{"batch_x": [608758144.0, 446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0], "batch_y": [57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0], "batch_x_timestamps_datetime64_ns": [1251763200000000000, 1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000], "batch_y_timestamps_datetime64_ns": [1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.16575342416763306], [-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2010-04-19: The Deepwater Horizon oil spill in the Gulf of Mexico was a major disaster that occurred on April 20, 2010. [Source: www.csb.gov]; The American Red Cross responds to approximately 64,000 emergencies or disasters in the U.S. every year. [Source: www.arrl.org] 2010-04-12: The United States has been investing in disaster management and response, with efforts from government agencies, corporations, and medical institutions. [Source] 2010-04-05: The United States has experienced various disasters, including mine disasters, agricultural-related disasters, and earthquakes. [Source: www.msha.gov, www.fsa.usda.gov, www.pacaf.af.mil]; The country has a system in place to respond to disasters, including declared disaster information, emergency operations plans, and mutual aid agreements. [Source: www.nh.gov, files.asprtracie.hhs.gov]; There are resources available to help people prepare for and cope with disasters, such as the American Red Cross's BeRedCrossReady program and the National Terrorism Advisory System. [Source: www.redcross.org, www.readyatlantic.org] 2010-03-29: The New Madrid Seismic Zone is a region in the central United States that experiences significant seismic activity annually. [Source: sema.dps.mo.gov]; The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster response and management in the United States. [Source: apps.dtic.mil]; The Caribbean Disaster Emergency Management Agency (CDEMA) is a regional organization that coordinates disaster management efforts in the Caribbean. [Source: www.scm.oas.org];\"\n \"Available facts are as follows: 2010-04-19: The Deepwater Horizon oil spill in the Gulf of Mexico was a major disaster that occurred on April 20, 2010. [Source: www.csb.gov]; The American Red Cross responds to approximately 64,000 emergencies or disasters in the U.S. every year. [Source: www.arrl.org] 2010-04-12: The United States has been investing in disaster management and response, with efforts from government agencies, corporations, and medical institutions. [Source] 2010-04-05: The United States has experienced various disasters, including mine disasters, agricultural-related disasters, and earthquakes. [Source: www.msha.gov, www.fsa.usda.gov, www.pacaf.af.mil]; The country has a system in place to respond to disasters, including declared disaster information, emergency operations plans, and mutual aid agreements. [Source: www.nh.gov, files.asprtracie.hhs.gov]; There are resources available to help people prepare for and cope with disasters, such as the American Red Cross's BeRedCrossReady program and the National Terrorism Advisory System. [Source: www.redcross.org, www.readyatlantic.org] 2010-03-29: The New Madrid Seismic Zone is a region in the central United States that experiences significant seismic activity annually. [Source: sema.dps.mo.gov]; The Federal Emergency Management Agency (FEMA) plays a crucial role in disaster response and management in the United States. [Source: apps.dtic.mil]; The Caribbean Disaster Emergency Management Agency (CDEMA) is a regional organization that coordinates disaster management efforts in the Caribbean. [Source: www.scm.oas.org];\"]"}
+{"batch_x": [446985600.0, 191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0], "batch_y": [73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0], "batch_x_timestamps_datetime64_ns": [1254355200000000000, 1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000], "batch_y_timestamps_datetime64_ns": [1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.24794520437717438], [-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472]], "batch_text": "[\"Available facts are as follows: 2010-05-24: The Pacific Islands Health Officers Association declared a Regional State of Health Emergency among the United States Pacific Islands in 2010. [Source]; The Federal Emergency Management Agency's (FEMA) disaster purchase card program was audited in 2010, highlighting areas for improvement. [Source]; The Emergency Management Assistance Compact (EMAC) allows states to share resources across state lines during times of disaster and emergency. [Source]; Emergency plans that specifically address the needs of women, infants, and children during disasters are underdeveloped in the United States. [Source]; The United States has experienced large-scale disasters, highlighting the need for improved disaster preparedness and response. [Source] 2010-05-17: The Nebraska Emergency Management Agency (NEMA) is part of the Military Department, and the state's Adjutant General, Brigadier General Craig Strong, oversees it. [Source]; Coos County Emergency Management is a division of the Coos County Sheriff's Office, and it works with State and Federal agencies during an emergency. [Source]; The Federal Emergency Management Agency (FEMA) conducts joint inspection exercises to ensure preparedness for disasters. [Source]; Emergency management agencies at the local, state, and federal levels work together to respond to disasters. [Source] 2010-05-10: Floods are the most common and costliest natural disaster in the United States. [Source: www.vumc.org, emergency.vanderbilt.edu]; An all-hazards approach refers to preparedness for terrorist attacks, major disasters, and other emergencies within the United States. [Source: www.fema.gov]; The United States experienced a Category 5 hurricane threat in 2010. [Source: www.army.mil] 2010-05-03: The United States has various emergency management agencies and offices at the state and local level, such as the State Emergency Management Office (SEMO) in New York and the Montana Disaster and Emergency Services, which are responsible for disaster preparedness and response. [Source]; The Federal Emergency Management Agency (FEMA) provides guidance and resources for disaster response and recovery, including the Substantial Damage Desk Reference. [Source];\"\n \"Available facts are as follows: 2010-05-24: The Pacific Islands Health Officers Association declared a Regional State of Health Emergency among the United States Pacific Islands in 2010. [Source]; The Federal Emergency Management Agency's (FEMA) disaster purchase card program was audited in 2010, highlighting areas for improvement. [Source]; The Emergency Management Assistance Compact (EMAC) allows states to share resources across state lines during times of disaster and emergency. [Source]; Emergency plans that specifically address the needs of women, infants, and children during disasters are underdeveloped in the United States. [Source]; The United States has experienced large-scale disasters, highlighting the need for improved disaster preparedness and response. [Source] 2010-05-17: The Nebraska Emergency Management Agency (NEMA) is part of the Military Department, and the state's Adjutant General, Brigadier General Craig Strong, oversees it. [Source]; Coos County Emergency Management is a division of the Coos County Sheriff's Office, and it works with State and Federal agencies during an emergency. [Source]; The Federal Emergency Management Agency (FEMA) conducts joint inspection exercises to ensure preparedness for disasters. [Source]; Emergency management agencies at the local, state, and federal levels work together to respond to disasters. [Source] 2010-05-10: Floods are the most common and costliest natural disaster in the United States. [Source: www.vumc.org, emergency.vanderbilt.edu]; An all-hazards approach refers to preparedness for terrorist attacks, major disasters, and other emergencies within the United States. [Source: www.fema.gov]; The United States experienced a Category 5 hurricane threat in 2010. [Source: www.army.mil] 2010-05-03: The United States has various emergency management agencies and offices at the state and local level, such as the State Emergency Management Office (SEMO) in New York and the Montana Disaster and Emergency Services, which are responsible for disaster preparedness and response. [Source]; The Federal Emergency Management Agency (FEMA) provides guidance and resources for disaster response and recovery, including the Substantial Damage Desk Reference. [Source];\"]"}
+{"batch_x": [191644080.0, 471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0], "batch_y": [155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0], "batch_x_timestamps_datetime64_ns": [1257033600000000000, 1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000], "batch_y_timestamps_datetime64_ns": [1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.33287671208381653], [-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2010-06-21: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance in response to presidentially declared disasters. [Source]; The United States Government has responded to disasters such as the Haiti earthquake, providing emergency assistance and relief. [Source]; Geospatial data and tools are used for emergency response and disaster management. [Source]; The United States Department of Agriculture provides assistance in response to presidentially declared disasters. [Source] 2010-06-14: The United States government has established various frameworks and systems to improve public health response to disasters, including the Incident Management Assistance Team (IMAT) and the Emergency Support Function (ESF) system. [Source]; The ESF system has 20 functions, including logistics management, defense support to civil authorities, and emergency communications. [Source] 2010-06-07: The Wisconsin National Guard and the Nicaraguan military are collaborating on disaster preparedness and response. [Source: www.nationalguard.mil]; The American Red Cross is providing emergency preparedness kits to families to help them stay prepared in the event of an emergency or natural disaster. [Source: www.army.mil]; The United States has laws in place, such as the Stafford Disaster Relief and Emergency Assistance Act of 2005, to guide disaster relief and emergency assistance efforts. [Source: www.afrc.af.mil]; Hurricane Katrina was one of the most devastating disasters to occur in the United States, with nearly 5 years of recovery efforts still ongoing. [Source: www.icpsr.umich.edu]; International emergency officials are meeting to discuss disaster and emergency management, including fire and emergency responders from three European nations and the U.S. [Source: www.usafe.af.mil]; The USGS Remote Sensing is working with the Bahamas National Geographic Information System to provide timely and effective emergency response to disasters in The Bahamas. [Source: www.bahamas.gov.bs] 2010-05-31: The Stafford Disaster Relief and Emergency Assistance Act authorized the President of the United States to establish a program of disaster preparedness and provide assistance in the event of a disaster or emergency. [Source: www.oregonlegislature.gov]; The development of rapid assessment tools for disaster response started in the United States in the 1980s. [Source: www.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2010-06-21: The Robert T. Stafford Disaster Relief and Emergency Assistance Act is a law that provides assistance in response to presidentially declared disasters. [Source]; The United States Government has responded to disasters such as the Haiti earthquake, providing emergency assistance and relief. [Source]; Geospatial data and tools are used for emergency response and disaster management. [Source]; The United States Department of Agriculture provides assistance in response to presidentially declared disasters. [Source] 2010-06-14: The United States government has established various frameworks and systems to improve public health response to disasters, including the Incident Management Assistance Team (IMAT) and the Emergency Support Function (ESF) system. [Source]; The ESF system has 20 functions, including logistics management, defense support to civil authorities, and emergency communications. [Source] 2010-06-07: The Wisconsin National Guard and the Nicaraguan military are collaborating on disaster preparedness and response. [Source: www.nationalguard.mil]; The American Red Cross is providing emergency preparedness kits to families to help them stay prepared in the event of an emergency or natural disaster. [Source: www.army.mil]; The United States has laws in place, such as the Stafford Disaster Relief and Emergency Assistance Act of 2005, to guide disaster relief and emergency assistance efforts. [Source: www.afrc.af.mil]; Hurricane Katrina was one of the most devastating disasters to occur in the United States, with nearly 5 years of recovery efforts still ongoing. [Source: www.icpsr.umich.edu]; International emergency officials are meeting to discuss disaster and emergency management, including fire and emergency responders from three European nations and the U.S. [Source: www.usafe.af.mil]; The USGS Remote Sensing is working with the Bahamas National Geographic Information System to provide timely and effective emergency response to disasters in The Bahamas. [Source: www.bahamas.gov.bs] 2010-05-31: The Stafford Disaster Relief and Emergency Assistance Act authorized the President of the United States to establish a program of disaster preparedness and provide assistance in the event of a disaster or emergency. [Source: www.oregonlegislature.gov]; The development of rapid assessment tools for disaster response started in the United States in the 1980s. [Source: www.ncbi.nlm.nih.gov];']"}
+{"batch_x": [471941312.0, 185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0], "batch_y": [1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0], "batch_x_timestamps_datetime64_ns": [1259625600000000000, 1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000], "batch_y_timestamps_datetime64_ns": [1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2010-07-26: The Office of Emergency Management provides operational awareness of emergency situations, including disasters, emergencies, or wars. [Source: www.energy.gov]; The Deepwater Horizon disaster has provided health lessons for emergency responders. [Source: www.ncbi.nlm.nih.gov]; Army forces conduct civil support operations in response to disasters, accidents, and incidents within the United States and its territories. [Source: www.publications.usace.army.mil]; Emergency medical services in the United States are provided through a complex system composed of highly trained professionals. [Source: nasemso.org]; The American Red Cross provides disaster relief and has an urgent need for volunteers. [Source: www.redcross.org]; The government of Alabama has demonstrated a commitment to providing emergency funds shortly after a disaster. [Source: www.preventionweb.net] 2010-07-19: The United States has programs and initiatives in place to prepare for and respond to disasters and emergencies, such as ESAR-VHP and the all-hazards approach. [Source: www.phe.gov, www.fema.gov] 2010-07-12: The United States has established emergency response plans and protocols to address public health emergencies and large-scale disasters, including mass casualty incidents and natural disasters. [Source: pubmed.ncbi.nlm.nih.gov] 2010-07-05: The United States has emergency preparedness plans and provisions in place for child care licensing administration in the event of an emergency or disaster. [Source: www.acf.hhs.gov]; The General Assembly has adopted a landmark resolution calling on states to ensure disaster risk reduction and management in emergency situations. [Source: press.un.org]; The FEMA's Logistics Management Process for Emergency Supplies includes predictive modeling and other measures to prepare for emergencies. [Source: www.oig.dhs.gov];\"\n \"Available facts are as follows: 2010-07-26: The Office of Emergency Management provides operational awareness of emergency situations, including disasters, emergencies, or wars. [Source: www.energy.gov]; The Deepwater Horizon disaster has provided health lessons for emergency responders. [Source: www.ncbi.nlm.nih.gov]; Army forces conduct civil support operations in response to disasters, accidents, and incidents within the United States and its territories. [Source: www.publications.usace.army.mil]; Emergency medical services in the United States are provided through a complex system composed of highly trained professionals. [Source: nasemso.org]; The American Red Cross provides disaster relief and has an urgent need for volunteers. [Source: www.redcross.org]; The government of Alabama has demonstrated a commitment to providing emergency funds shortly after a disaster. [Source: www.preventionweb.net] 2010-07-19: The United States has programs and initiatives in place to prepare for and respond to disasters and emergencies, such as ESAR-VHP and the all-hazards approach. [Source: www.phe.gov, www.fema.gov] 2010-07-12: The United States has established emergency response plans and protocols to address public health emergencies and large-scale disasters, including mass casualty incidents and natural disasters. [Source: pubmed.ncbi.nlm.nih.gov] 2010-07-05: The United States has emergency preparedness plans and provisions in place for child care licensing administration in the event of an emergency or disaster. [Source: www.acf.hhs.gov]; The General Assembly has adopted a landmark resolution calling on states to ensure disaster risk reduction and management in emergency situations. [Source: press.un.org]; The FEMA's Logistics Management Process for Emergency Supplies includes predictive modeling and other measures to prepare for emergencies. [Source: www.oig.dhs.gov];\"]"}
+{"batch_x": [185082480.0, 52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0], "batch_y": [1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0], "batch_x_timestamps_datetime64_ns": [1262304000000000000, 1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000], "batch_y_timestamps_datetime64_ns": [1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909]], "batch_text": "[\"Available facts are as follows: 2010-08-23: The Center for Disaster Risk Policy (CDRP) is located at Florida State University, and it focuses on disaster risk policy and emergency management. [Source]; FEMA (Federal Emergency Management Agency) provides disaster housing and has projects worth $400 million across 4 states, with a duration of 4 years. [Source]; The Florida Statute 252 outlines the state's agricultural response team's emergency response to animal, agricultural, and vector issues, as well as monitoring of nursing homes and assisted living facilities. [Source]; The FBI has charged individuals with disaster relief fraud related to Hurricane Katrina. [Source] 2010-08-16: The United States government has various departments and agencies responsible for disaster preparedness and response, including the Office of Minority Health, National Guard, and Department of Health and Human Services. [Source] 2010-08-09: The American Red Cross has an urgent need for volunteers to help with disaster relief efforts. [Source: www.redcross.org]; The first response to a disaster is the job of local government's emergency services, supplemented by nearby municipalities, state resources, and volunteer organizations. [Source: www.norwalkct.gov]; The USDA has designated 92 Texas counties as primary natural disaster areas. [Source: fsa.usda.gov]; FEMA provides disaster assistance to eligible households, with certain citizenship and residency requirements. [Source: www.fema.gov]; The Stafford Disaster Assistance and Emergency Relief Act (Stafford Act) provides federal emergency funding for disaster relief efforts. [Source: www.superiorwi.gov] 2010-08-02: The Kansas CHEMPACK Program is designed to respond to chemical disasters or emergencies in the United States. [Source: www.kdhe.ks.gov]; The Southeastern United States is used as a proof of concept for disaster resilience indicators. [Source: www.degruyter.com]; The Federal Emergency Management Agency (FEMA) provides financial assistance to those affected by disasters. [Source: www.earthquakecountry.org];\"\n \"Available facts are as follows: 2010-08-23: The Center for Disaster Risk Policy (CDRP) is located at Florida State University, and it focuses on disaster risk policy and emergency management. [Source]; FEMA (Federal Emergency Management Agency) provides disaster housing and has projects worth $400 million across 4 states, with a duration of 4 years. [Source]; The Florida Statute 252 outlines the state's agricultural response team's emergency response to animal, agricultural, and vector issues, as well as monitoring of nursing homes and assisted living facilities. [Source]; The FBI has charged individuals with disaster relief fraud related to Hurricane Katrina. [Source] 2010-08-16: The United States government has various departments and agencies responsible for disaster preparedness and response, including the Office of Minority Health, National Guard, and Department of Health and Human Services. [Source] 2010-08-09: The American Red Cross has an urgent need for volunteers to help with disaster relief efforts. [Source: www.redcross.org]; The first response to a disaster is the job of local government's emergency services, supplemented by nearby municipalities, state resources, and volunteer organizations. [Source: www.norwalkct.gov]; The USDA has designated 92 Texas counties as primary natural disaster areas. [Source: fsa.usda.gov]; FEMA provides disaster assistance to eligible households, with certain citizenship and residency requirements. [Source: www.fema.gov]; The Stafford Disaster Assistance and Emergency Relief Act (Stafford Act) provides federal emergency funding for disaster relief efforts. [Source: www.superiorwi.gov] 2010-08-02: The Kansas CHEMPACK Program is designed to respond to chemical disasters or emergencies in the United States. [Source: www.kdhe.ks.gov]; The Southeastern United States is used as a proof of concept for disaster resilience indicators. [Source: www.degruyter.com]; The Federal Emergency Management Agency (FEMA) provides financial assistance to those affected by disasters. [Source: www.earthquakecountry.org];\"]"}
+{"batch_x": [52055252.0, 75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0], "batch_y": [258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0], "batch_x_timestamps_datetime64_ns": [1264982400000000000, 1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000], "batch_y_timestamps_datetime64_ns": [1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306]], "batch_text": "[\"Available facts are as follows: 2010-09-20: The United States government has plans and resources in place for disaster response and emergency management, including funding for states and NGOs. [Source: www.scstatehouse.gov, www.phe.gov, oceanservice.noaa.gov] 2010-09-13: The U.S. set a record with 12 separate billion-dollar weather/climate disasters in 2011, with an aggregate damage total of approximately $52 billion. [Source: training.fema.gov]; Governor Laura Kelly issued a verbal state of disaster emergency proclamation due to severe weather that will affect the state of Kansas. [Source: www.kansastag.gov] 2010-09-06: The United States has experienced natural disasters such as Hurricane Katrina in 2005, with almost 10,000 National Guard troops mobilized for emergency response. [Source: www.army.mil]; The Federation's Disaster Relief Emergency Fund (DREF) has allocated funds to support disaster relief efforts, such as $51,127 allocated to support Antigua and Barbuda after Hurricane Earl. [Source: reliefweb.int]; The US Department of Homeland Security's Federal Emergency Management Agency (FEMA) has an ESF-3 Annex to the NRF that addresses contaminated debris mission. [Source: www.fema.gov] 2010-08-30: The Pima County Office of Emergency Management is a local, federally mandated program of the Federal Emergency Management Agency (FEMA). [Source]; The California Conservation Corps is one of the state's premier emergency response agencies. [Source]; An Emergency Operations Center (EOC) is a facility that serves as a nerve center during both small emergencies and large disasters. [Source]; The United Nations Humanitarian Civil–Military Coordination (UN-CMCoord) aims to improve the effectiveness of humanitarian response to disasters and conflicts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act provides assistance in the event of a catastrophe in any part of the United States. [Source];\"\n \"Available facts are as follows: 2010-09-20: The United States government has plans and resources in place for disaster response and emergency management, including funding for states and NGOs. [Source: www.scstatehouse.gov, www.phe.gov, oceanservice.noaa.gov] 2010-09-13: The U.S. set a record with 12 separate billion-dollar weather/climate disasters in 2011, with an aggregate damage total of approximately $52 billion. [Source: training.fema.gov]; Governor Laura Kelly issued a verbal state of disaster emergency proclamation due to severe weather that will affect the state of Kansas. [Source: www.kansastag.gov] 2010-09-06: The United States has experienced natural disasters such as Hurricane Katrina in 2005, with almost 10,000 National Guard troops mobilized for emergency response. [Source: www.army.mil]; The Federation's Disaster Relief Emergency Fund (DREF) has allocated funds to support disaster relief efforts, such as $51,127 allocated to support Antigua and Barbuda after Hurricane Earl. [Source: reliefweb.int]; The US Department of Homeland Security's Federal Emergency Management Agency (FEMA) has an ESF-3 Annex to the NRF that addresses contaminated debris mission. [Source: www.fema.gov] 2010-08-30: The Pima County Office of Emergency Management is a local, federally mandated program of the Federal Emergency Management Agency (FEMA). [Source]; The California Conservation Corps is one of the state's premier emergency response agencies. [Source]; An Emergency Operations Center (EOC) is a facility that serves as a nerve center during both small emergencies and large disasters. [Source]; The United Nations Humanitarian Civil–Military Coordination (UN-CMCoord) aims to improve the effectiveness of humanitarian response to disasters and conflicts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act provides assistance in the event of a catastrophe in any part of the United States. [Source];\"]"}
+{"batch_x": [75519704.0, 43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0], "batch_y": [221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0], "batch_x_timestamps_datetime64_ns": [1267401600000000000, 1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000], "batch_y_timestamps_datetime64_ns": [1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.3383561670780182], [-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438]], "batch_text": "[\"Available facts are as follows: 2010-10-25: The United States government has established an Emergency Leave Transfer Program to assist employees affected by disasters or emergencies. [Source: www.opm.gov]; The US has committed additional humanitarian assistance to address the emergency in Pakistan's flood disaster. [Source: 2009-2017.state.gov]; The New Madrid Seismic Zone is a region with a high risk of earthquakes, which could be a serious potential disaster. [Source: iemaohs.illinois.gov]; The World Food Programme provides life-saving relief in emergencies and uses food assistance to build peace, stability, and prosperity for people recovering from conflict, disasters, and other crises. [Source: www.wfp.org]; The Federal Emergency Management Agency (FEMA) provides federal disaster assistance. [Source: www.federalregister.gov] 2010-10-18: The U.S. Department of Agriculture, National Agricultural Library, provides resources to learn how to protect animals in disaster and emergency situations. [Source: www.prep4agthreats.org]; The American Red Cross is chartered by the United States and plays a crucial role in disaster or emergency situations, helping people to recover quickly. [Source: gobroomecounty.com]; The Governor of the British Virgin Islands serves as chairman of the National Disaster Management Council (NDMC) and has the authority to revoke a state of emergency in the Territory after a disaster. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) declares federal disaster areas, and the EXPORT-IMPORT BANK OF THE UNITED STATES recognizes the impact of disasters on businesses. [Source: img.exim.gov] 2010-10-11: The National Disaster Medical System has conducted 735 missions in 38 states and U.S. territories in response to COVID-19. [Source: aspr.hhs.gov]; The National Commission on Children and Disasters reported a sobering assessment of the national state of disaster and emergency preparedness for children in 2010. [Source: www.acf.hhs.gov]; Many reports suggest that only a fraction of patients treated in emergency departments following disasters arrive via ambulance, particularly in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The Florida Post-Disaster Redevelopment Planning Initiative aims to improve disaster response and planning in the state. [Source: www.floridadisaster.org]; The IS-11.A course by FEMA provides training on community planning for animals in disasters. [Source: training.fema.gov] 2010-10-04: The International Medical Corps delivers emergency medical and related services to those affected by conflict, disaster, and disease. [Source: internationalmedicalcorps.org]; The US nursing workforce is a critical component of emergency preparedness in the United States. [Source: www.ncbi.nlm.nih.gov]; FEMA (Federal Emergency Management Agency) has 11 offices around the United States and plays a key role in responding to national crises and emergencies. [Source: doee.dc.gov]; The Texas Disaster Volunteer Registry is part of the Emergency System for Advance Registration of Volunteer Health Professionals (ESAR-VHP). [Source: www.dshs.texas.gov]; Hungary declared a state of emergency after a sludge disaster in 2010, which resulted in injuries and environmental damage. [Source: www.theguardian.com];\"\n \"Available facts are as follows: 2010-10-25: The United States government has established an Emergency Leave Transfer Program to assist employees affected by disasters or emergencies. [Source: www.opm.gov]; The US has committed additional humanitarian assistance to address the emergency in Pakistan's flood disaster. [Source: 2009-2017.state.gov]; The New Madrid Seismic Zone is a region with a high risk of earthquakes, which could be a serious potential disaster. [Source: iemaohs.illinois.gov]; The World Food Programme provides life-saving relief in emergencies and uses food assistance to build peace, stability, and prosperity for people recovering from conflict, disasters, and other crises. [Source: www.wfp.org]; The Federal Emergency Management Agency (FEMA) provides federal disaster assistance. [Source: www.federalregister.gov] 2010-10-18: The U.S. Department of Agriculture, National Agricultural Library, provides resources to learn how to protect animals in disaster and emergency situations. [Source: www.prep4agthreats.org]; The American Red Cross is chartered by the United States and plays a crucial role in disaster or emergency situations, helping people to recover quickly. [Source: gobroomecounty.com]; The Governor of the British Virgin Islands serves as chairman of the National Disaster Management Council (NDMC) and has the authority to revoke a state of emergency in the Territory after a disaster. [Source: reliefweb.int]; The Federal Emergency Management Agency (FEMA) declares federal disaster areas, and the EXPORT-IMPORT BANK OF THE UNITED STATES recognizes the impact of disasters on businesses. [Source: img.exim.gov] 2010-10-11: The National Disaster Medical System has conducted 735 missions in 38 states and U.S. territories in response to COVID-19. [Source: aspr.hhs.gov]; The National Commission on Children and Disasters reported a sobering assessment of the national state of disaster and emergency preparedness for children in 2010. [Source: www.acf.hhs.gov]; Many reports suggest that only a fraction of patients treated in emergency departments following disasters arrive via ambulance, particularly in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The Florida Post-Disaster Redevelopment Planning Initiative aims to improve disaster response and planning in the state. [Source: www.floridadisaster.org]; The IS-11.A course by FEMA provides training on community planning for animals in disasters. [Source: training.fema.gov] 2010-10-04: The International Medical Corps delivers emergency medical and related services to those affected by conflict, disaster, and disease. [Source: internationalmedicalcorps.org]; The US nursing workforce is a critical component of emergency preparedness in the United States. [Source: www.ncbi.nlm.nih.gov]; FEMA (Federal Emergency Management Agency) has 11 offices around the United States and plays a key role in responding to national crises and emergencies. [Source: doee.dc.gov]; The Texas Disaster Volunteer Registry is part of the Emergency System for Advance Registration of Volunteer Health Professionals (ESAR-VHP). [Source: www.dshs.texas.gov]; Hungary declared a state of emergency after a sludge disaster in 2010, which resulted in injuries and environmental damage. [Source: www.theguardian.com];\"]"}
+{"batch_x": [43332368.0, 57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0], "batch_y": [169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0], "batch_x_timestamps_datetime64_ns": [1270080000000000000, 1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000], "batch_y_timestamps_datetime64_ns": [1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.25342464447021484], [-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653]], "batch_text": "[\"Available facts are as follows: 2010-11-22: The State Emergency Response Team (SERT) RECON Unit provides an initial assessment of impacted area boundaries and evacuation routes in Florida during disasters. [Source: www.floridadisaster.org]; The Disaster Distress Helpline is a 24/7/365 service that provides emotional support to individuals affected by disasters, and can be reached by calling or texting 1-800-985-5990. [Source: twitter.com]; The New Hampshire wing practices response to public health emergencies through exercises and training, focusing on the state's emergency response plans. [Source: www.nationalguard.mil]; The Colorado Avalanche Information Center provides information, training, and conditions for avalanche response and emergency management. [Source: www.coemergency.com]; The Joint Disaster Training exercise in New York involved the National Guard, civilian emergency responders, and the state defense force to improve emergency response and disaster support. [Source: www.army.mil] 2010-11-15: The United States has a Federal Emergency Management Agency (FEMA) that responds to disasters and emergencies. [Source]; The American Red Cross is involved in emergency disaster response and preparedness. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency response funding and has mandated indicators for monitoring and evaluation. [Source] 2010-11-08: Objective facts about the Climate and Disaster situation:The Americans with Disabilities Act (ADA) is considered in emergency planning and disaster recovery. [Source: www.fema.gov]Polygon Group provides solutions for temporary climate control, document recovery, and emergency drying in the United States. [Source: www.polygongroup.com]The City of Sachse has an Emergency Management Manual that outlines roles and responsibilities in case of a disaster. [Source: www.cityofsachse.com]The Indiana State government has an official website for emergency management and preparedness, including disaster impact assessment forms. [Source: www.in.gov]Desert Water Agency works with local, state, and federal officials to protect water resources in the event of a disaster. [Source: dwa.org] 2010-11-01: The United States government has official websites and agencies dedicated to disaster management and emergency response, such as the Department of Veterans Affairs, Division of Homeland Security and Emergency Services, and FEMA. [Source: www.va.gov, www.dhses.ny.gov, www.fema.gov]; Research has been conducted on emergency preparedness and disaster planning, including a longitudinal study on the impact of emergency preparedness on public health professionals. [Source: pubmed.ncbi.nlm.nih.gov]; The U.S. Army Corps of Engineers is involved in disaster response and emergency management, with a focus on engineering, design, and construction management. [Source: www.poh.usace.army.mil];\"\n \"Available facts are as follows: 2010-11-22: The State Emergency Response Team (SERT) RECON Unit provides an initial assessment of impacted area boundaries and evacuation routes in Florida during disasters. [Source: www.floridadisaster.org]; The Disaster Distress Helpline is a 24/7/365 service that provides emotional support to individuals affected by disasters, and can be reached by calling or texting 1-800-985-5990. [Source: twitter.com]; The New Hampshire wing practices response to public health emergencies through exercises and training, focusing on the state's emergency response plans. [Source: www.nationalguard.mil]; The Colorado Avalanche Information Center provides information, training, and conditions for avalanche response and emergency management. [Source: www.coemergency.com]; The Joint Disaster Training exercise in New York involved the National Guard, civilian emergency responders, and the state defense force to improve emergency response and disaster support. [Source: www.army.mil] 2010-11-15: The United States has a Federal Emergency Management Agency (FEMA) that responds to disasters and emergencies. [Source]; The American Red Cross is involved in emergency disaster response and preparedness. [Source]; The Office of U.S. Foreign Disaster Assistance (OFDA) provides emergency response funding and has mandated indicators for monitoring and evaluation. [Source] 2010-11-08: Objective facts about the Climate and Disaster situation:The Americans with Disabilities Act (ADA) is considered in emergency planning and disaster recovery. [Source: www.fema.gov]Polygon Group provides solutions for temporary climate control, document recovery, and emergency drying in the United States. [Source: www.polygongroup.com]The City of Sachse has an Emergency Management Manual that outlines roles and responsibilities in case of a disaster. [Source: www.cityofsachse.com]The Indiana State government has an official website for emergency management and preparedness, including disaster impact assessment forms. [Source: www.in.gov]Desert Water Agency works with local, state, and federal officials to protect water resources in the event of a disaster. [Source: dwa.org] 2010-11-01: The United States government has official websites and agencies dedicated to disaster management and emergency response, such as the Department of Veterans Affairs, Division of Homeland Security and Emergency Services, and FEMA. [Source: www.va.gov, www.dhses.ny.gov, www.fema.gov]; Research has been conducted on emergency preparedness and disaster planning, including a longitudinal study on the impact of emergency preparedness on public health professionals. [Source: pubmed.ncbi.nlm.nih.gov]; The U.S. Army Corps of Engineers is involved in disaster response and emergency management, with a focus on engineering, design, and construction management. [Source: www.poh.usace.army.mil];\"]"}
+{"batch_x": [57668624.0, 73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0], "batch_y": [167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0], "batch_x_timestamps_datetime64_ns": [1272672000000000000, 1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000], "batch_y_timestamps_datetime64_ns": [1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.17123287916183472], [-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2010-12-20: The United States government has official websites and programs dedicated to emergency response and disaster recovery, such as the U.S. Small Business Administration's disaster loan program and the HUD Community Planning and Development's CDBG Disaster Recovery program. [Source]; Various states and organizations have emergency response and disaster preparedness plans in place, including the Colorado Emergency Management, Lane County Emergency Management, and the Arab Strategy for Disaster Risk Reduction 2020. [Source] 2010-12-13: The United States has experienced an unprecedented number of emergencies, including natural, technological, or man-made disasters, over the last decade. [Source: www.floridahealth.gov] 2010-12-06: The US Army Japan has a Natural Disaster Preparedness program and an Emergency Evacuation Program (EEP) in place. [Source: www.usarj.army.mil]; The US government has official websites that use.gov and provide information on emergency situations, such as the Department of Health and Human Services website. [Source: www.hhs.gov]; The NSU College of Osteopathic Medicine offers a Master of Science in Disaster and Emergency Management degree. [Source: osteopathic.nova.edu]; The Office of Emergency Management in Colusa County, CA, is responsible for preparation, response, recovery, and mitigation of disasters. [Source: www.countyofcolusa.org]; Simpler Life has been providing emergency management and disaster relief services since 1981. [Source: simplerlife.com]; Legal concerns are a crucial aspect of disaster planning and crisis standards of care. [Source: www.ncbi.nlm.nih.gov]; Coordinating emergency response requires a unified approach across different levels of government and organizations. [Source: www.boozallen.com]; The Federal Emergency Management Agency (FEMA) offers a Radiological Emergency Management Independent Study Course. [Source: training.fema.gov]; The University of Florida offers a course on Fire and Emergency Services, which covers the principles and phases of emergency management. [Source: catalog.ufl.edu]; The University of Chicago's Department of Medicine has a section dedicated to emergency medicine, including disaster and terrorism preparedness. [Source: medicine.uchicago.edu] 2010-11-29: The State Coordinating Officer plays a critical role in managing the state response to disasters. [Source: www.fema.gov]; The West Virginia Emergency Management department has a mission to coordinate the state's response to disasters. [Source: emd.wv.gov]; The Minnesota Department of Homeland Security and Emergency Management provides resources and links for flood preparation, response, and recovery. [Source: www.dnr.state.mn.us]; The Federal Emergency Management Agency (FEMA) provides assistance to states in the event of a federally declared disaster. [Source: emd.wv.gov]; The National Emergency Management Association provides guidance on emergency management to states. [Source: www.nga.org];\"\n \"Available facts are as follows: 2010-12-20: The United States government has official websites and programs dedicated to emergency response and disaster recovery, such as the U.S. Small Business Administration's disaster loan program and the HUD Community Planning and Development's CDBG Disaster Recovery program. [Source]; Various states and organizations have emergency response and disaster preparedness plans in place, including the Colorado Emergency Management, Lane County Emergency Management, and the Arab Strategy for Disaster Risk Reduction 2020. [Source] 2010-12-13: The United States has experienced an unprecedented number of emergencies, including natural, technological, or man-made disasters, over the last decade. [Source: www.floridahealth.gov] 2010-12-06: The US Army Japan has a Natural Disaster Preparedness program and an Emergency Evacuation Program (EEP) in place. [Source: www.usarj.army.mil]; The US government has official websites that use.gov and provide information on emergency situations, such as the Department of Health and Human Services website. [Source: www.hhs.gov]; The NSU College of Osteopathic Medicine offers a Master of Science in Disaster and Emergency Management degree. [Source: osteopathic.nova.edu]; The Office of Emergency Management in Colusa County, CA, is responsible for preparation, response, recovery, and mitigation of disasters. [Source: www.countyofcolusa.org]; Simpler Life has been providing emergency management and disaster relief services since 1981. [Source: simplerlife.com]; Legal concerns are a crucial aspect of disaster planning and crisis standards of care. [Source: www.ncbi.nlm.nih.gov]; Coordinating emergency response requires a unified approach across different levels of government and organizations. [Source: www.boozallen.com]; The Federal Emergency Management Agency (FEMA) offers a Radiological Emergency Management Independent Study Course. [Source: training.fema.gov]; The University of Florida offers a course on Fire and Emergency Services, which covers the principles and phases of emergency management. [Source: catalog.ufl.edu]; The University of Chicago's Department of Medicine has a section dedicated to emergency medicine, including disaster and terrorism preparedness. [Source: medicine.uchicago.edu] 2010-11-29: The State Coordinating Officer plays a critical role in managing the state response to disasters. [Source: www.fema.gov]; The West Virginia Emergency Management department has a mission to coordinate the state's response to disasters. [Source: emd.wv.gov]; The Minnesota Department of Homeland Security and Emergency Management provides resources and links for flood preparation, response, and recovery. [Source: www.dnr.state.mn.us]; The Federal Emergency Management Agency (FEMA) provides assistance to states in the event of a federally declared disaster. [Source: emd.wv.gov]; The National Emergency Management Association provides guidance on emergency management to states. [Source: www.nga.org];\"]"}
+{"batch_x": [73002464.0, 155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0], "batch_y": [210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0], "batch_x_timestamps_datetime64_ns": [1275350400000000000, 1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000], "batch_y_timestamps_datetime64_ns": [1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2011-01-24: There are various government agencies and programs in place for disaster response and emergency planning, such as the Missouri Department of Health and Senior Services' Emergency Terrorism & Response program and the Medical Reserve Corps (MRC) program. [Source: health.mo.gov] 2011-01-17: The US Federal Government has emergency planning and response mechanisms in place, including the Strategic National Stockpile (SNS) and emergency approval procedures for information collection during disasters. [Source]; Disaster and emergency planning involves preparation of kits, including essential items like food, water, and medical supplies, as well as planning for special needs populations like infants. [Source] 2011-01-10: The United States has emergency response plans and protocols in place for natural disasters, including the Federal Emergency Response Plan and the Emergency Management and Support Keystone. [Source: www.fema.gov, www.publicsafety.gc.ca]; The U.S. Geological Survey uses hazards science to improve resiliency of communities to natural disasters, including the ARkStorm Scenario. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) recommends that states develop a disaster debris management plan. [Source: crsreports.congress.gov] 2011-01-03: The majority of the U.S. population (nearly 80%) resides in urban areas, resulting in increasing population concentration in coastal communities and flood-prone areas. [Source: www.prb.org]; There has been an increase in Presidential disaster declarations in the U.S. from December 1964 to March 2013. [Source: www.prep4agthreats.org]; The Federal Emergency Management Agency (FEMA) provides resources for emergency preparedness and disaster response, including seismic rehabilitation techniques. [Source: www.fema.gov]; The U.S. Department of Agriculture provides resources for protecting animals in disaster and emergency situations. [Source: www.prep4agthreats.org];\"\n \"Available facts are as follows: 2011-01-24: There are various government agencies and programs in place for disaster response and emergency planning, such as the Missouri Department of Health and Senior Services' Emergency Terrorism & Response program and the Medical Reserve Corps (MRC) program. [Source: health.mo.gov] 2011-01-17: The US Federal Government has emergency planning and response mechanisms in place, including the Strategic National Stockpile (SNS) and emergency approval procedures for information collection during disasters. [Source]; Disaster and emergency planning involves preparation of kits, including essential items like food, water, and medical supplies, as well as planning for special needs populations like infants. [Source] 2011-01-10: The United States has emergency response plans and protocols in place for natural disasters, including the Federal Emergency Response Plan and the Emergency Management and Support Keystone. [Source: www.fema.gov, www.publicsafety.gc.ca]; The U.S. Geological Survey uses hazards science to improve resiliency of communities to natural disasters, including the ARkStorm Scenario. [Source: pubs.usgs.gov]; The Federal Emergency Management Agency (FEMA) recommends that states develop a disaster debris management plan. [Source: crsreports.congress.gov] 2011-01-03: The majority of the U.S. population (nearly 80%) resides in urban areas, resulting in increasing population concentration in coastal communities and flood-prone areas. [Source: www.prb.org]; There has been an increase in Presidential disaster declarations in the U.S. from December 1964 to March 2013. [Source: www.prep4agthreats.org]; The Federal Emergency Management Agency (FEMA) provides resources for emergency preparedness and disaster response, including seismic rehabilitation techniques. [Source: www.fema.gov]; The U.S. Department of Agriculture provides resources for protecting animals in disaster and emergency situations. [Source: www.prep4agthreats.org];\"]"}
+{"batch_x": [155266096.0, 1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0], "batch_y": [372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0], "batch_x_timestamps_datetime64_ns": [1277942400000000000, 1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000], "batch_y_timestamps_datetime64_ns": [1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.004109588917344809], [-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2011-02-21: The Wisconsin governor can issue an executive order declaring a state of emergency for the state or any portion of the state if he or she determines that an emergency exists. [Source: docs.legis.wisconsin.gov]; The President of the United States can use the services of State and local governments to respond to disasters and emergencies. [Source: www.fema.gov]; The American Red Cross provides disaster relief assistance, health and safety training, and other services to those in need. [Source: www.redcross.org]; The United States Department of Defense and Department of Homeland Security are involved in emergency preparedness and disaster response. [Source: www.nationalguard.mil, www.rand.org] 2011-02-14: The State of Nevada has emergency/disaster response resources for search and rescue, and the U.S. government has official websites for emergency management and disaster response. [Source: dem.nv.gov, www.census.gov] 2011-02-07: The United Nations emphasizes the importance of including persons with disabilities in disaster management processes to ensure their needs are met and voices are heard. [Source: social.desa.un.org]; The Federal Emergency Management Agency (FEMA) is responsible for supporting disaster relief efforts in the United States. [Source: www.linkedin.com]; The City of Seagoville has a system in place for declaring local disasters and states of emergency. [Source: www.seagoville.us]; The Medicaid program provides presumptive eligibility and continuous eligibility for Medicaid and CHIP coverage during emergency situations. [Source: www.medicaid.gov]; The New Jersey Office of Emergency Management (NJOEM) provides current weather and traffic information, as well as resources for disaster public assistance. [Source: nj.gov] 2011-01-31: The U.S. Army Corps of Engineers (USACE) provides Emergency Support Function (ESF); The Federal Emergency Management Agency (FEMA) plays a critical role in disaster assistance and emergency management in the U.S. [Source: www.federalregister.gov]; State and local governments are expected to manage their own debris removal operations following an emergency or major disaster. [Source: www.oig.dhs.gov];'\n 'Available facts are as follows: 2011-02-21: The Wisconsin governor can issue an executive order declaring a state of emergency for the state or any portion of the state if he or she determines that an emergency exists. [Source: docs.legis.wisconsin.gov]; The President of the United States can use the services of State and local governments to respond to disasters and emergencies. [Source: www.fema.gov]; The American Red Cross provides disaster relief assistance, health and safety training, and other services to those in need. [Source: www.redcross.org]; The United States Department of Defense and Department of Homeland Security are involved in emergency preparedness and disaster response. [Source: www.nationalguard.mil, www.rand.org] 2011-02-14: The State of Nevada has emergency/disaster response resources for search and rescue, and the U.S. government has official websites for emergency management and disaster response. [Source: dem.nv.gov, www.census.gov] 2011-02-07: The United Nations emphasizes the importance of including persons with disabilities in disaster management processes to ensure their needs are met and voices are heard. [Source: social.desa.un.org]; The Federal Emergency Management Agency (FEMA) is responsible for supporting disaster relief efforts in the United States. [Source: www.linkedin.com]; The City of Seagoville has a system in place for declaring local disasters and states of emergency. [Source: www.seagoville.us]; The Medicaid program provides presumptive eligibility and continuous eligibility for Medicaid and CHIP coverage during emergency situations. [Source: www.medicaid.gov]; The New Jersey Office of Emergency Management (NJOEM) provides current weather and traffic information, as well as resources for disaster public assistance. [Source: nj.gov] 2011-01-31: The U.S. Army Corps of Engineers (USACE) provides Emergency Support Function (ESF); The Federal Emergency Management Agency (FEMA) plays a critical role in disaster assistance and emergency management in the U.S. [Source: www.federalregister.gov]; State and local governments are expected to manage their own debris removal operations following an emergency or major disaster. [Source: www.oig.dhs.gov];']"}
+{"batch_x": [1047306624.0, 1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0], "batch_y": [139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0], "batch_x_timestamps_datetime64_ns": [1280620800000000000, 1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000], "batch_y_timestamps_datetime64_ns": [1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.0808219164609909], [-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2011-03-21: The purpose of the health department's emergency preparedness is to provide resources for individual and family preparedness. [Source: www.lccountymt.gov]; The New York State Police patrol waterways and respond to emergencies, with traffic safety being one of their main missions. [Source: troopers.ny.gov]; The National Park Service teaches students about disaster preparedness and emergency kits through their lesson plans. [Source: www.nps.gov]; Community Risk Reduction and Fire Prevention departments provide disaster preparedness information and resources to the public. [Source: www.cityofpasadena.net]; Monroe County Emergency Management has a pet-friendly shelter policy in place for emergencies and disasters. [Source: www.monroecounty-fl.gov] 2011-03-14: The Federal Emergency Management Agency (FEMA) signed a Memorandum of Understanding (MOU) with Chile's Emergency Management Office to enhance disaster preparedness and relief efforts. [Source]; The National Center for Disaster Preparedness and the American College of Emergency Physicians have released crisis preparation guidelines for emergency medical services. [Source]; The United States government has official websites and resources for emergency preparedness and disaster response, including the FBI, Department of Labor, and US Geological Survey. [Source] 2011-03-07: The 2011 Japan Triple Disaster highlighted the importance of emergency preparedness, and the US has been working on disaster management and response, including oil spill prevention and response. [Source: asiasociety.org, 19january2017snapshot.epa.gov] 2011-02-28: Objective facts about the Climate and Disaster situation:There are various resources available for disaster mental health planning and response, including information and links to disaster/emergency mental health information. [Source: omh.ny.gov]Disaster response and emergency funds are established to provide aid during disasters. [Source: www.ifrc.org];\"\n \"Available facts are as follows: 2011-03-21: The purpose of the health department's emergency preparedness is to provide resources for individual and family preparedness. [Source: www.lccountymt.gov]; The New York State Police patrol waterways and respond to emergencies, with traffic safety being one of their main missions. [Source: troopers.ny.gov]; The National Park Service teaches students about disaster preparedness and emergency kits through their lesson plans. [Source: www.nps.gov]; Community Risk Reduction and Fire Prevention departments provide disaster preparedness information and resources to the public. [Source: www.cityofpasadena.net]; Monroe County Emergency Management has a pet-friendly shelter policy in place for emergencies and disasters. [Source: www.monroecounty-fl.gov] 2011-03-14: The Federal Emergency Management Agency (FEMA) signed a Memorandum of Understanding (MOU) with Chile's Emergency Management Office to enhance disaster preparedness and relief efforts. [Source]; The National Center for Disaster Preparedness and the American College of Emergency Physicians have released crisis preparation guidelines for emergency medical services. [Source]; The United States government has official websites and resources for emergency preparedness and disaster response, including the FBI, Department of Labor, and US Geological Survey. [Source] 2011-03-07: The 2011 Japan Triple Disaster highlighted the importance of emergency preparedness, and the US has been working on disaster management and response, including oil spill prevention and response. [Source: asiasociety.org, 19january2017snapshot.epa.gov] 2011-02-28: Objective facts about the Climate and Disaster situation:There are various resources available for disaster mental health planning and response, including information and links to disaster/emergency mental health information. [Source: omh.ny.gov]Disaster response and emergency funds are established to provide aid during disasters. [Source: www.ifrc.org];\"]"}
+{"batch_x": [1840958976.0, 258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0], "batch_y": [248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0], "batch_x_timestamps_datetime64_ns": [1283299200000000000, 1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000], "batch_y_timestamps_datetime64_ns": [1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.16575342416763306], [-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2011-04-25: The United States Federal Emergency Management Agency (FEMA) is responsible for responding to disasters that are beyond the capabilities of State and local governments. [Source]; In 2011, President Obama signed an emergency declaration for Alabama, authorizing federal disaster relief efforts to alleviate the emergency. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act of 1988 provides the framework for federal disaster response and recovery efforts. [Source] 2011-04-18: The United States government has official websites and resources dedicated to disaster relief and emergency assistance, such as HUD.gov and FEMA. [Source]; Various states, including Kentucky, Missouri, Mississippi, Arkansas, and North Carolina, have their own websites and resources for disaster relief and emergency assistance. [Source] 2011-04-11: The United States Government has official websites that provide information on disaster relief and emergency assistance, such as HUD.gov and FEMA.gov. [Source]; The National Response Framework includes an Emergency Support Function (ESF); The Federal Emergency Management Agency (FEMA) has provided disaster declarations and emergency declarations across 47 states. [Source] 2011-04-04: The United States government and various states have emergency management departments and websites that provide resources and tools for disaster preparedness and response. [Source: emergency.lacity.gov, www.floridadisaster.org, www.hud.gov, calepa.ca.gov]; There are interactive tools and maps available to help individuals identify potential hazards and risks in their areas. [Source: MyHazards.CalOES.ca.gov, www.floridadisaster.org]; The U.S. healthcare system is unprepared for major nuclear emergencies, with a lack of education and training for healthcare professionals. [Source: www.propublica.org]; The Federal Emergency Management Agency (FEMA) and other government agencies play a key role in responding to disasters and emergencies. [Source: www.army.mil, www.spa.usace.army.mil, www.usace.army.mil];'\n 'Available facts are as follows: 2011-04-25: The United States Federal Emergency Management Agency (FEMA) is responsible for responding to disasters that are beyond the capabilities of State and local governments. [Source]; In 2011, President Obama signed an emergency declaration for Alabama, authorizing federal disaster relief efforts to alleviate the emergency. [Source]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act of 1988 provides the framework for federal disaster response and recovery efforts. [Source] 2011-04-18: The United States government has official websites and resources dedicated to disaster relief and emergency assistance, such as HUD.gov and FEMA. [Source]; Various states, including Kentucky, Missouri, Mississippi, Arkansas, and North Carolina, have their own websites and resources for disaster relief and emergency assistance. [Source] 2011-04-11: The United States Government has official websites that provide information on disaster relief and emergency assistance, such as HUD.gov and FEMA.gov. [Source]; The National Response Framework includes an Emergency Support Function (ESF); The Federal Emergency Management Agency (FEMA) has provided disaster declarations and emergency declarations across 47 states. [Source] 2011-04-04: The United States government and various states have emergency management departments and websites that provide resources and tools for disaster preparedness and response. [Source: emergency.lacity.gov, www.floridadisaster.org, www.hud.gov, calepa.ca.gov]; There are interactive tools and maps available to help individuals identify potential hazards and risks in their areas. [Source: MyHazards.CalOES.ca.gov, www.floridadisaster.org]; The U.S. healthcare system is unprepared for major nuclear emergencies, with a lack of education and training for healthcare professionals. [Source: www.propublica.org]; The Federal Emergency Management Agency (FEMA) and other government agencies play a key role in responding to disasters and emergencies. [Source: www.army.mil, www.spa.usace.army.mil, www.usace.army.mil];']"}
+{"batch_x": [258990944.0, 221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0], "batch_y": [240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0], "batch_x_timestamps_datetime64_ns": [1285891200000000000, 1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000], "batch_y_timestamps_datetime64_ns": [1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, 0.24794520437717438], [-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339]], "batch_text": "['Available facts are as follows: 2011-05-23: The United States has various emergency management systems and regulations in place to respond to natural disasters and emergencies. [Source: insurance.mo.gov, www.fema.gov]; Organizations such as Americares and the United Nations provide emergency programs and support during natural disasters. [Source: www.americares.org, www.who.int]; The US Army Corps of Engineers deploys flood-fight specialists to support emergency management efforts during floods. [Source: www.nww.usace.army.mil] 2011-05-16: The State Emergency Management Agency (SEMA) is a key resource for emergency preparedness and disaster readiness in the United States. [Source: sema.dps.mo.gov]; Emergency preparedness includes four phases: mitigation or prevention, preparedness, response, and recovery. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) has a disaster declaration process in place to respond to emergencies and disasters. [Source: sgp.fas.org]; The Stafford Disaster Relief and Emergency Assistance Act authorizes FEMA to make grants for disaster relief and emergency assistance. [Source: www.fema.gov] 2011-05-09: NA. 2011-05-02: Objective facts about the Climate and Disaster situation:Missouri is frequently visited by natural disasters such as ice storms, tornadoes, severe storms, and flooding due to its geography. [Source: sema.dps.mo.gov]Seventy percent of the land in the United States is eligible for technical and financial assistance in the event of a major disaster or emergency declaration by the President. [Source: www.iwr.usace.army.mil];'\n 'Available facts are as follows: 2011-05-23: The United States has various emergency management systems and regulations in place to respond to natural disasters and emergencies. [Source: insurance.mo.gov, www.fema.gov]; Organizations such as Americares and the United Nations provide emergency programs and support during natural disasters. [Source: www.americares.org, www.who.int]; The US Army Corps of Engineers deploys flood-fight specialists to support emergency management efforts during floods. [Source: www.nww.usace.army.mil] 2011-05-16: The State Emergency Management Agency (SEMA) is a key resource for emergency preparedness and disaster readiness in the United States. [Source: sema.dps.mo.gov]; Emergency preparedness includes four phases: mitigation or prevention, preparedness, response, and recovery. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) has a disaster declaration process in place to respond to emergencies and disasters. [Source: sgp.fas.org]; The Stafford Disaster Relief and Emergency Assistance Act authorizes FEMA to make grants for disaster relief and emergency assistance. [Source: www.fema.gov] 2011-05-09: NA. 2011-05-02: Objective facts about the Climate and Disaster situation:Missouri is frequently visited by natural disasters such as ice storms, tornadoes, severe storms, and flooding due to its geography. [Source: sema.dps.mo.gov]Seventy percent of the land in the United States is eligible for technical and financial assistance in the event of a major disaster or emergency declaration by the President. [Source: www.iwr.usace.army.mil];']"}
+{"batch_x": [221155360.0, 169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0], "batch_y": [215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0], "batch_x_timestamps_datetime64_ns": [1288569600000000000, 1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000], "batch_y_timestamps_datetime64_ns": [1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.33287671208381653], [-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174]], "batch_text": "['Available facts are as follows: 2011-06-20: The United States experienced a series of storms and tornadoes in April 2011, making it the deadliest year for tornadoes in more than half a century. [Source: www.healthit.gov] 2011-06-13: Tornado warnings are issued when a tornado has been sighted or indicated by radar, and immediate shelter is necessary. [Source: www.osha.gov]; The Federal Emergency Management Agency (FEMA) plays a critical role in disaster planning and response, including addressing global climate change impacts. [Source: www.fema.gov]; Radiological emergency response plans involve assisting other law enforcement agencies and providing security in disaster areas. [Source: www.floridadisaster.org]; There is no national guideline for mass casualty triage in the United States. [Source: pubmed.ncbi.nlm.nih.gov] 2011-06-06: The Federal Stafford Act provides disaster assistance through presidential declarations, which include U.S. territories and the District of Columbia. [Source]; The Brookline Office of Emergency Management coordinates local, state, and federal responses to emergencies and disasters affecting the Town of Brookline. [Source]; The EPA has a plan for emergency drinking water supply in case of international disasters or catastrophic disasters in the United States. [Source]; FEMA recognizes the important role of state, local, tribal, and territorial governments in disaster preparedness and response. [Source] 2011-05-30: The United States has experienced numerous disasters, with FEMA declaring states of emergency since 1953, including tornadoes, fires, and floods. [Source: www.theguardian.com]; Emergency management and response are critical, with organizations like International Medical Corps providing relief and training for disaster response. [Source: internationalmedicalcorps.org]; The Federal Emergency Management Agency (FEMA) provides resources and training for disaster management, including debris operations and emergency medical services. [Source: training.fema.gov, www.tandfonline.com];'\n 'Available facts are as follows: 2011-06-20: The United States experienced a series of storms and tornadoes in April 2011, making it the deadliest year for tornadoes in more than half a century. [Source: www.healthit.gov] 2011-06-13: Tornado warnings are issued when a tornado has been sighted or indicated by radar, and immediate shelter is necessary. [Source: www.osha.gov]; The Federal Emergency Management Agency (FEMA) plays a critical role in disaster planning and response, including addressing global climate change impacts. [Source: www.fema.gov]; Radiological emergency response plans involve assisting other law enforcement agencies and providing security in disaster areas. [Source: www.floridadisaster.org]; There is no national guideline for mass casualty triage in the United States. [Source: pubmed.ncbi.nlm.nih.gov] 2011-06-06: The Federal Stafford Act provides disaster assistance through presidential declarations, which include U.S. territories and the District of Columbia. [Source]; The Brookline Office of Emergency Management coordinates local, state, and federal responses to emergencies and disasters affecting the Town of Brookline. [Source]; The EPA has a plan for emergency drinking water supply in case of international disasters or catastrophic disasters in the United States. [Source]; FEMA recognizes the important role of state, local, tribal, and territorial governments in disaster preparedness and response. [Source] 2011-05-30: The United States has experienced numerous disasters, with FEMA declaring states of emergency since 1953, including tornadoes, fires, and floods. [Source: www.theguardian.com]; Emergency management and response are critical, with organizations like International Medical Corps providing relief and training for disaster response. [Source: internationalmedicalcorps.org]; The Federal Emergency Management Agency (FEMA) provides resources and training for disaster management, including debris operations and emergency medical services. [Source: training.fema.gov, www.tandfonline.com];']"}
+{"batch_x": [169272336.0, 167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0], "batch_y": [360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0], "batch_x_timestamps_datetime64_ns": [1291161600000000000, 1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000], "batch_y_timestamps_datetime64_ns": [1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, 0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484]], "batch_text": "['Available facts are as follows: 2011-07-25: The National Response Center (NRC), National Voluntary Organizations Active in Disaster (VOAD), and Emergency Management Assistance Compact (EMAC) are organizations involved in emergency management and disaster response. [Source]; The Disaster Mitigation Act of 2000 was created to provide assistance to states following a Presidential disaster declaration. [Source] 2011-07-18: The United States experienced eight presidential-declared disasters and eight national emergencies in 2011, with FEMA providing support. [Source]; The University of Washington Medical Center has a Division of Emergency Medicine that provides disaster assistance. [Source]; CARE, a humanitarian organization, responds to emergencies and provides disaster relief aid to poor communities worldwide. [Source]; The U.S. Army Corps of Engineers provides emergency preparedness and response to natural disasters in Native American communities. [Source]; The DelValle Institute for Emergency Preparedness delivers training and education related to public health preparedness. [Source] 2011-07-11: The United States government has official websites and resources dedicated to disaster and emergency response, such as Ready.gov and FEMA.gov. [Source] 2011-07-04: The Federal government undertakes work on ESF; The LIHEAP Statute allows for assistance to States arising from a natural disaster or other emergency [Source: www.acf.hhs.gov]; The Department of Homeland Security was created to respond to disasters and emergencies [Source: www.dhs.gov]; FEMA provides support to states and local governments during disaster response and recovery [Source: www.fema.gov]; Emergency Management Plans are in place at the local, state, and federal levels to respond to disasters [Source: www.quakertown.org];'\n 'Available facts are as follows: 2011-07-25: The National Response Center (NRC), National Voluntary Organizations Active in Disaster (VOAD), and Emergency Management Assistance Compact (EMAC) are organizations involved in emergency management and disaster response. [Source]; The Disaster Mitigation Act of 2000 was created to provide assistance to states following a Presidential disaster declaration. [Source] 2011-07-18: The United States experienced eight presidential-declared disasters and eight national emergencies in 2011, with FEMA providing support. [Source]; The University of Washington Medical Center has a Division of Emergency Medicine that provides disaster assistance. [Source]; CARE, a humanitarian organization, responds to emergencies and provides disaster relief aid to poor communities worldwide. [Source]; The U.S. Army Corps of Engineers provides emergency preparedness and response to natural disasters in Native American communities. [Source]; The DelValle Institute for Emergency Preparedness delivers training and education related to public health preparedness. [Source] 2011-07-11: The United States government has official websites and resources dedicated to disaster and emergency response, such as Ready.gov and FEMA.gov. [Source] 2011-07-04: The Federal government undertakes work on ESF; The LIHEAP Statute allows for assistance to States arising from a natural disaster or other emergency [Source: www.acf.hhs.gov]; The Department of Homeland Security was created to respond to disasters and emergencies [Source: www.dhs.gov]; FEMA provides support to states and local governments during disaster response and recovery [Source: www.fema.gov]; Emergency Management Plans are in place at the local, state, and federal levels to respond to disasters [Source: www.quakertown.org];']"}
+{"batch_x": [167026304.0, 210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0], "batch_y": [215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0], "batch_x_timestamps_datetime64_ns": [1293840000000000000, 1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000], "batch_y_timestamps_datetime64_ns": [1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.5], [-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174]], "batch_text": "['Available facts are as follows: 2011-08-22: The United States experiences frequent floods, which are one of the most common hazards in the country. [Source: www.osha.gov]; The Office of Emergency Management is responsible for coordinating local, state, and federal emergency responses in the event of a disaster. [Source: www.suffolkva.us]; The American Red Cross provides disaster relief and has a urgent need for volunteers. [Source: www.redcross.org]; The Corps of Engineers assists the Department of Homeland Security in responding to disasters and emergencies. [Source: www.army.mil] 2011-08-15: The United States has a national Emergency Alert System (EAS) that can be activated in the event of a national emergency, disaster, or threat of war. [Source: files.nc.gov]; The Federal Emergency Management Agency (FEMA) was created in 1979 to coordinate response to disasters that have exceeded the capabilities of local and state governments. [Source: www.clemson.edu]; The United States Agency for International Development (USAID) provides guidance on disaster risk reduction and management. [Source: www.preventionweb.net] 2011-08-08: Alabama experienced its worst disaster in 2011, with tornadoes tracking across 1,207 miles, according to the Alabama Emergency Management Agency. [Source] 2011-08-01: The National Incident Management System (NIMS) is used in the United States for all major disasters and other incidents where mutual aid is required. [Source: www.fema.gov]; The VA Integrated Operations Centers (VAIOC) ensures the coordinating emergency management efforts within the Department of Veterans Affairs. [Source: www.osp.va.gov]; The National Institute of Standards and Technology (NIST) develops national codes and standards for clear, consistent communication during disasters. [Source: www.nist.gov]; McLean County EMA operates in a supportive role for state and federal agencies during disaster response. [Source: www.mcleancountyil.gov]; International Medical Corps provides emergency relief and disaster response services globally. [Source: internationalmedicalcorps.org];'\n 'Available facts are as follows: 2011-08-22: The United States experiences frequent floods, which are one of the most common hazards in the country. [Source: www.osha.gov]; The Office of Emergency Management is responsible for coordinating local, state, and federal emergency responses in the event of a disaster. [Source: www.suffolkva.us]; The American Red Cross provides disaster relief and has a urgent need for volunteers. [Source: www.redcross.org]; The Corps of Engineers assists the Department of Homeland Security in responding to disasters and emergencies. [Source: www.army.mil] 2011-08-15: The United States has a national Emergency Alert System (EAS) that can be activated in the event of a national emergency, disaster, or threat of war. [Source: files.nc.gov]; The Federal Emergency Management Agency (FEMA) was created in 1979 to coordinate response to disasters that have exceeded the capabilities of local and state governments. [Source: www.clemson.edu]; The United States Agency for International Development (USAID) provides guidance on disaster risk reduction and management. [Source: www.preventionweb.net] 2011-08-08: Alabama experienced its worst disaster in 2011, with tornadoes tracking across 1,207 miles, according to the Alabama Emergency Management Agency. [Source] 2011-08-01: The National Incident Management System (NIMS) is used in the United States for all major disasters and other incidents where mutual aid is required. [Source: www.fema.gov]; The VA Integrated Operations Centers (VAIOC) ensures the coordinating emergency management efforts within the Department of Veterans Affairs. [Source: www.osp.va.gov]; The National Institute of Standards and Technology (NIST) develops national codes and standards for clear, consistent communication during disasters. [Source: www.nist.gov]; McLean County EMA operates in a supportive role for state and federal agencies during disaster response. [Source: www.mcleancountyil.gov]; International Medical Corps provides emergency relief and disaster response services globally. [Source: internationalmedicalcorps.org];']"}
+{"batch_x": [210130288.0, 372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0], "batch_y": [514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0], "batch_x_timestamps_datetime64_ns": [1296518400000000000, 1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000], "batch_y_timestamps_datetime64_ns": [1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339]], "batch_text": "['Available facts are as follows: 2011-09-19: The Maryland Department of Emergency Management is an official website of the State of Maryland, providing resources for emergency management and disaster response. [Source]; The National Disaster Recovery Framework is a framework for disaster recovery, coordinated by the United States Corps of Engineers and involving multiple federal agencies, including the Department of Homeland Security and FEMA. [Source]; The FCC and FEMA provide guidance on how to communicate before, during, and after a disaster, including the use of emergency alerts and communication plans. [Source]; The National Disaster Recovery Framework involves local, state, and federal officials working together to develop and implement disaster recovery plans. [Source] 2011-09-12: The United States government and its agencies, such as FEMA, USDA, and GAO, provide resources and guidelines for emergency management, disaster preparedness, and response. [Source] 2011-09-05: The CDC provides resources for emergency planners and responders to help protect children in disasters. [Source: www.cdc.gov]; The National Household Survey on Disaster Preparedness observed that the most common cause of power outages is severe weather. [Source: community.fema.gov] 2011-08-29: Objective facts about the Climate and Disaster situation:The National Disaster Recovery Framework (NDRF) is a guide for disaster relief efforts, which may include climate-related disasters. [Source: www.fema.gov]There is a growing need for emergency shelter and disaster relief, with organizations like ShelterBox USA providing aid to families displaced by disaster or conflict. [Source: www.shelterboxusa.org];'\n 'Available facts are as follows: 2011-09-19: The Maryland Department of Emergency Management is an official website of the State of Maryland, providing resources for emergency management and disaster response. [Source]; The National Disaster Recovery Framework is a framework for disaster recovery, coordinated by the United States Corps of Engineers and involving multiple federal agencies, including the Department of Homeland Security and FEMA. [Source]; The FCC and FEMA provide guidance on how to communicate before, during, and after a disaster, including the use of emergency alerts and communication plans. [Source]; The National Disaster Recovery Framework involves local, state, and federal officials working together to develop and implement disaster recovery plans. [Source] 2011-09-12: The United States government and its agencies, such as FEMA, USDA, and GAO, provide resources and guidelines for emergency management, disaster preparedness, and response. [Source] 2011-09-05: The CDC provides resources for emergency planners and responders to help protect children in disasters. [Source: www.cdc.gov]; The National Household Survey on Disaster Preparedness observed that the most common cause of power outages is severe weather. [Source: community.fema.gov] 2011-08-29: Objective facts about the Climate and Disaster situation:The National Disaster Recovery Framework (NDRF) is a guide for disaster relief efforts, which may include climate-related disasters. [Source: www.fema.gov]There is a growing need for emergency shelter and disaster relief, with organizations like ShelterBox USA providing aid to families displaced by disaster or conflict. [Source: www.shelterboxusa.org];']"}
+{"batch_x": [372411008.0, 139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0], "batch_y": [277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0], "batch_x_timestamps_datetime64_ns": [1298937600000000000, 1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000], "batch_y_timestamps_datetime64_ns": [1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114]], "batch_text": "['Available facts are as follows: 2011-10-24: The U.S. government and its agencies are taking steps to prepare for and respond to emergency situations caused by natural disasters or other crises. [Source] 2011-10-17: The American Red Cross provides maps and graphics for disaster relief, including Federal Disaster Declarations by state. [Source: maps.redcross.org]; The Stafford Disaster Relief and Emergency Assistance Act establishes a process for requesting Presidential emergency and major disaster declarations. [Source: www.fema.gov]; Emergency Management provides strategic direction to the public and responders in the time of a disaster. [Source: columbusne.us]; The Minnesota Emergency Operations Plan provides the basis for a coordinated state response to a major disaster or emergency. [Source: dps.mn.gov]; The American Red Cross provides disaster relief, including blood donations and volunteer opportunities. [Source: www.redcross.org]; FEMA provides safety tips and emergency numbers for disasters, including Hurricane Harvey. [Source: www.ilru.org] 2011-10-10: The United States government has programs in place to address emergency watershed protection and disaster resource management, including the Emergency Watershed Protection (EWP) Program and the Disaster Resource Center. [Source: www.nrcs.usda.gov, www.usda.gov] 2011-10-03: The Stafford Act provides for two types of declarations: Emergency Declarations and Major Disaster Declarations, which enable federal assistance to affected areas. [Source]; The Federal Emergency Management Agency (FEMA) provides assistance to educational institutions affected by disasters through the Public Assistance Program. [Source]; The Office of Emergency Management (OEM) is responsible for coordinating emergency services in local areas, as mandated by federal and state law. [Source];'\n 'Available facts are as follows: 2011-10-24: The U.S. government and its agencies are taking steps to prepare for and respond to emergency situations caused by natural disasters or other crises. [Source] 2011-10-17: The American Red Cross provides maps and graphics for disaster relief, including Federal Disaster Declarations by state. [Source: maps.redcross.org]; The Stafford Disaster Relief and Emergency Assistance Act establishes a process for requesting Presidential emergency and major disaster declarations. [Source: www.fema.gov]; Emergency Management provides strategic direction to the public and responders in the time of a disaster. [Source: columbusne.us]; The Minnesota Emergency Operations Plan provides the basis for a coordinated state response to a major disaster or emergency. [Source: dps.mn.gov]; The American Red Cross provides disaster relief, including blood donations and volunteer opportunities. [Source: www.redcross.org]; FEMA provides safety tips and emergency numbers for disasters, including Hurricane Harvey. [Source: www.ilru.org] 2011-10-10: The United States government has programs in place to address emergency watershed protection and disaster resource management, including the Emergency Watershed Protection (EWP) Program and the Disaster Resource Center. [Source: www.nrcs.usda.gov, www.usda.gov] 2011-10-03: The Stafford Act provides for two types of declarations: Emergency Declarations and Major Disaster Declarations, which enable federal assistance to affected areas. [Source]; The Federal Emergency Management Agency (FEMA) provides assistance to educational institutions affected by disasters through the Public Assistance Program. [Source]; The Office of Emergency Management (OEM) is responsible for coordinating emergency services in local areas, as mandated by federal and state law. [Source];']"}
+{"batch_x": [139495952.0, 248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0], "batch_y": [315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0], "batch_x_timestamps_datetime64_ns": [1301616000000000000, 1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000], "batch_y_timestamps_datetime64_ns": [1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736]], "batch_text": "['Available facts are as follows: 2011-11-21: The Disaster Mitigation Act (DMA) of 2000 states that natural disasters, including earthquakes, tsunamis, tornadoes, hurricanes, flooding, and wildfires, pose significant threats to communities. [Source: www.bifd.org] 2011-11-14: The United States has a framework for disaster preparedness and response, including the Wisconsin Emergency Response Plan, which takes an all-hazards approach to emergency management. [Source: wem.wi.gov]; The United Nations Office for the Coordination of Humanitarian Affairs (OCHA) plays a key role in coordinating disaster relief and emergency response efforts globally. [Source: asiadisasterguide.unocha.org]; The Emergency Services and Disaster Agency (ESDA) is an entity that assists cities in the case of disasters and works with state, and federal agencies. [Source: www.elpasoil.org] 2011-11-07: The United States Government has official websites for disaster relief and emergency assistance, such as HUD.gov and Ready.gov, which provide information and resources for disaster survivors. [Source]; The Federal Emergency Management Agency (FEMA) is involved in disaster response and relief efforts, and provides guidance on emergency preparedness and response. [Source]; Hill County DES participates in local, regional, and state exercise activities to reduce the risk of disasters and emergencies. [Source] 2011-10-31: The Federal Emergency Management Agency (FEMA) provides Emergency Planning Exercises for organizations to prepare for disasters. [Source]; The U.S. Small Business Administration offers Emergency Preparedness and Disaster Assistance programs to help small businesses develop a plan to protect themselves. [Source]; The U.S. Embassy in Honduras provides emergency services, including disaster assistance, to U.S. citizens residing in or visiting Honduras. [Source]; Vermont Emergency Management offers assistance to individuals after a disaster and provides preparedness workbooks for families and businesses. [Source]; The Pennsylvania Emergency Alert System State EAS Plan is a partnership between the State Emergency Communications Committee and the EAS to respond to emergency or disaster events. [Source];'\n 'Available facts are as follows: 2011-11-21: The Disaster Mitigation Act (DMA) of 2000 states that natural disasters, including earthquakes, tsunamis, tornadoes, hurricanes, flooding, and wildfires, pose significant threats to communities. [Source: www.bifd.org] 2011-11-14: The United States has a framework for disaster preparedness and response, including the Wisconsin Emergency Response Plan, which takes an all-hazards approach to emergency management. [Source: wem.wi.gov]; The United Nations Office for the Coordination of Humanitarian Affairs (OCHA) plays a key role in coordinating disaster relief and emergency response efforts globally. [Source: asiadisasterguide.unocha.org]; The Emergency Services and Disaster Agency (ESDA) is an entity that assists cities in the case of disasters and works with state, and federal agencies. [Source: www.elpasoil.org] 2011-11-07: The United States Government has official websites for disaster relief and emergency assistance, such as HUD.gov and Ready.gov, which provide information and resources for disaster survivors. [Source]; The Federal Emergency Management Agency (FEMA) is involved in disaster response and relief efforts, and provides guidance on emergency preparedness and response. [Source]; Hill County DES participates in local, regional, and state exercise activities to reduce the risk of disasters and emergencies. [Source] 2011-10-31: The Federal Emergency Management Agency (FEMA) provides Emergency Planning Exercises for organizations to prepare for disasters. [Source]; The U.S. Small Business Administration offers Emergency Preparedness and Disaster Assistance programs to help small businesses develop a plan to protect themselves. [Source]; The U.S. Embassy in Honduras provides emergency services, including disaster assistance, to U.S. citizens residing in or visiting Honduras. [Source]; Vermont Emergency Management offers assistance to individuals after a disaster and provides preparedness workbooks for families and businesses. [Source]; The Pennsylvania Emergency Alert System State EAS Plan is a partnership between the State Emergency Communications Committee and the EAS to respond to emergency or disaster events. [Source];']"}
+{"batch_x": [248568256.0, 240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0], "batch_y": [347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0], "batch_x_timestamps_datetime64_ns": [1304208000000000000, 1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000], "batch_y_timestamps_datetime64_ns": [1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.17123287916183472], [-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975]], "batch_text": "[\"Available facts are as follows: 2011-12-26: The Kentucky Emergency Management has a vision to be a resilient commonwealth that is safe, secure, and prepared for emergencies and disasters. [Source: kyem.ky.gov] 2011-12-19: The U.S. Army Corps of Engineers has a Disaster Preparedness program to ensure readiness to respond to a broad range of disasters and emergencies. [Source: www.usace.army.mil]; The Centers for Disease Control and Prevention (CDC) has a webpage that informs on current public health emergency topics including diseases, infections, and natural disasters. [Source: emergency.cdc.gov]; The National Oceanic and Atmospheric Administration (NOAA) has a Gulf of Mexico Disaster Response Center that engages state and local emergency managers on appropriate use of NOAA scientific support before, during, and after disasters. [Source: oceanservice.noaa.gov]; The Federal Emergency Management Agency (FEMA) has an Emergency Planning program that outlines the scope of emergency and disaster response, and makes disaster declarations and requests State and Federal assistance. [Source: training.fema.gov]; The World Health Organization (WHO) has a role as the health cluster lead in meeting the health needs of populations affected by humanitarian emergencies, and focuses on building national capacities for emergency preparedness and response. [Source: apps.who.int] 2011-12-12: The U.S. Army Corps of Engineers can provide support to state and local officials following a natural disaster or emergency, including temporary roofing and emergency power. [Source: www.usace.army.mil]; The CDC's 2009 H1N1 vaccine pharmacy initiative in the United States aimed to improve public health and pharmacy collaborations for emergency response. [Source: pubmed.ncbi.nlm.nih.gov] 2011-12-05: The Sandy Recovery Improvement Act of 2013 authorizes tribes to request a declaration of an emergency or major disaster, as was previously only allowed for states. [Source: crsreports.congress.gov]; The California Earthquake Program was formed in 1993 to focus on disaster recovery and is part of the National Earthquake Hazards Reduction Program. [Source: nyassembly.gov];\"\n \"Available facts are as follows: 2011-12-26: The Kentucky Emergency Management has a vision to be a resilient commonwealth that is safe, secure, and prepared for emergencies and disasters. [Source: kyem.ky.gov] 2011-12-19: The U.S. Army Corps of Engineers has a Disaster Preparedness program to ensure readiness to respond to a broad range of disasters and emergencies. [Source: www.usace.army.mil]; The Centers for Disease Control and Prevention (CDC) has a webpage that informs on current public health emergency topics including diseases, infections, and natural disasters. [Source: emergency.cdc.gov]; The National Oceanic and Atmospheric Administration (NOAA) has a Gulf of Mexico Disaster Response Center that engages state and local emergency managers on appropriate use of NOAA scientific support before, during, and after disasters. [Source: oceanservice.noaa.gov]; The Federal Emergency Management Agency (FEMA) has an Emergency Planning program that outlines the scope of emergency and disaster response, and makes disaster declarations and requests State and Federal assistance. [Source: training.fema.gov]; The World Health Organization (WHO) has a role as the health cluster lead in meeting the health needs of populations affected by humanitarian emergencies, and focuses on building national capacities for emergency preparedness and response. [Source: apps.who.int] 2011-12-12: The U.S. Army Corps of Engineers can provide support to state and local officials following a natural disaster or emergency, including temporary roofing and emergency power. [Source: www.usace.army.mil]; The CDC's 2009 H1N1 vaccine pharmacy initiative in the United States aimed to improve public health and pharmacy collaborations for emergency response. [Source: pubmed.ncbi.nlm.nih.gov] 2011-12-05: The Sandy Recovery Improvement Act of 2013 authorizes tribes to request a declaration of an emergency or major disaster, as was previously only allowed for states. [Source: crsreports.congress.gov]; The California Earthquake Program was formed in 1993 to focus on disaster recovery and is part of the National Earthquake Hazards Reduction Program. [Source: nyassembly.gov];\"]"}
+{"batch_x": [240911792.0, 215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0], "batch_y": [499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0], "batch_x_timestamps_datetime64_ns": [1306886400000000000, 1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000], "batch_y_timestamps_datetime64_ns": [1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08630137145519257], [-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2012-01-23: The South Carolina Emergency Management Division was reorganized in 1973 to implement state disaster planning. [Source]; The Los Angeles District has acquired a state-of-the-art emergency response vehicle for disaster response. [Source]; The Ohio Responds program provides resources and support for emergency projects that improve community safety. [Source]; The National Weather Service is testing new methods of emergency response in the Gulf Coast. [Source] 2012-01-16: The U.S. Small Business Administration provides disaster loans to individuals and businesses that have suffered losses not covered by insurance or FEMA funding. [Source]; The Federal Emergency Management Agency (FEMA) has a core focus on understanding the factors driving change in the world and analyzing their impact on emergency management in the United States. [Source]; The National Disaster Medical System (NDMS) is a federal program that provides medical response and support during disasters. [Source] 2012-01-09: The legislative framework for emergency preparedness, response, and recovery in the United States is provided by the Robert T. Stafford Disaster Relief and Emergency Assistance Act. [Source: truman.missouri.edu] 2012-01-02: The US Army Corps of Engineers (USACE) relies heavily on contractors as a critical force-multiplier during disaster response. [Source: www.usace.army.mil]; FEMA is developing courses to enhance state and local officials' ability to respond to disasters through its Emergency Management Institute (EMI). [Source: www.gao.gov]; The USACE has a Disaster Impact Models website that belongs to an official U.S. Department of Defense organization. [Source: www.usace.army.mil]; FEMA has a Safe Room Construction program to provide guidance on building safe rooms in residential and community buildings. [Source: www.fema.gov]; The PETS law directs FEMA to develop emergency preparedness plans that include pets. [Source: www.animallaw.info];\"\n \"Available facts are as follows: 2012-01-23: The South Carolina Emergency Management Division was reorganized in 1973 to implement state disaster planning. [Source]; The Los Angeles District has acquired a state-of-the-art emergency response vehicle for disaster response. [Source]; The Ohio Responds program provides resources and support for emergency projects that improve community safety. [Source]; The National Weather Service is testing new methods of emergency response in the Gulf Coast. [Source] 2012-01-16: The U.S. Small Business Administration provides disaster loans to individuals and businesses that have suffered losses not covered by insurance or FEMA funding. [Source]; The Federal Emergency Management Agency (FEMA) has a core focus on understanding the factors driving change in the world and analyzing their impact on emergency management in the United States. [Source]; The National Disaster Medical System (NDMS) is a federal program that provides medical response and support during disasters. [Source] 2012-01-09: The legislative framework for emergency preparedness, response, and recovery in the United States is provided by the Robert T. Stafford Disaster Relief and Emergency Assistance Act. [Source: truman.missouri.edu] 2012-01-02: The US Army Corps of Engineers (USACE) relies heavily on contractors as a critical force-multiplier during disaster response. [Source: www.usace.army.mil]; FEMA is developing courses to enhance state and local officials' ability to respond to disasters through its Emergency Management Institute (EMI). [Source: www.gao.gov]; The USACE has a Disaster Impact Models website that belongs to an official U.S. Department of Defense organization. [Source: www.usace.army.mil]; FEMA has a Safe Room Construction program to provide guidance on building safe rooms in residential and community buildings. [Source: www.fema.gov]; The PETS law directs FEMA to develop emergency preparedness plans that include pets. [Source: www.animallaw.info];\"]"}
+{"batch_x": [215716976.0, 360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0], "batch_y": [429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0], "batch_x_timestamps_datetime64_ns": [1309478400000000000, 1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000], "batch_y_timestamps_datetime64_ns": [1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.004109588917344809], [-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "['Available facts are as follows: 2012-02-20: The United States government has official websites and resources dedicated to disaster and emergency planning, response, and mitigation, including pandemic influenza preparedness. [Source] 2012-02-13: The United States has a framework for managing domestic incidents and disasters, with emergency management handled at the local or state level. [Source: dec.alaska.gov]; The Department of Homeland Security is responsible for speaking to the American people during emergency circumstances, including natural disasters. [Source: www.fema.gov]; Flooding is the most common disaster in the United States, and many states require childcare sites to have an emergency plan. [Source: training.fema.gov]; The U.S. Army Corps of Engineers has resources for emergency operations, disaster impact models, and flood management. [Source: www.usace.army.mil]; FEMA provides training and resources for emergency planning and disaster management, including courses on multihazard planning and emergency planning for public works. [Source: training.fema.gov] 2012-02-06: The United States government has official websites and resources dedicated to disaster preparedness and response, such as Ready.gov and FEMA.gov. [Source]; The Community Emergency Response Team (CERT) Program educates people about disaster preparedness and response. [Source] 2012-01-30: Landslides can occur in all U.S. states and territories. [Source: www.multco.us];'\n 'Available facts are as follows: 2012-02-20: The United States government has official websites and resources dedicated to disaster and emergency planning, response, and mitigation, including pandemic influenza preparedness. [Source] 2012-02-13: The United States has a framework for managing domestic incidents and disasters, with emergency management handled at the local or state level. [Source: dec.alaska.gov]; The Department of Homeland Security is responsible for speaking to the American people during emergency circumstances, including natural disasters. [Source: www.fema.gov]; Flooding is the most common disaster in the United States, and many states require childcare sites to have an emergency plan. [Source: training.fema.gov]; The U.S. Army Corps of Engineers has resources for emergency operations, disaster impact models, and flood management. [Source: www.usace.army.mil]; FEMA provides training and resources for emergency planning and disaster management, including courses on multihazard planning and emergency planning for public works. [Source: training.fema.gov] 2012-02-06: The United States government has official websites and resources dedicated to disaster preparedness and response, such as Ready.gov and FEMA.gov. [Source]; The Community Emergency Response Team (CERT) Program educates people about disaster preparedness and response. [Source] 2012-01-30: Landslides can occur in all U.S. states and territories. [Source: www.multco.us];']"}
+{"batch_x": [360778816.0, 215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0], "batch_y": [230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0], "batch_x_timestamps_datetime64_ns": [1312156800000000000, 1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000], "batch_y_timestamps_datetime64_ns": [1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.0808219164609909], [-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2012-03-26: The Federal Emergency Management Agency (FEMA) predicts that emergency management and disaster recovery will become growing sectors in the United States. [Source: www.ccri.edu] 2012-03-19: The year 2011 saw catastrophic disasters worldwide, including a tornado in Joplin, Missouri, and an earthquake and tsunami in Japan. [Source: pubmed.ncbi.nlm.nih.gov]; The Emergency Alert System (EAS) in the United States allows the president to alert and warn the public in emergency situations. [Source: dps.mn.gov]; The United States Department of Health and Human Services provides funding to each state for healthcare system preparedness and response to emergencies. [Source: dhhr.wv.gov] 2012-03-12: The American Red Cross often provides emergency shelters in the event of a disaster, and these shelters must comply with the Americans with Disabilities Act (ADA) to ensure access for all. [Source: archive.ada.gov]; The US Department of Health and Human Services (HHS) is involved in integrating mental and behavioral health into disaster and emergency preparedness and response activities. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) provides training for emergency managers and educators to learn state-of-the-art disaster management and response. [Source: training.fema.gov]; The ASEAN Agreement on Disaster Management and Emergency Response aims to enhance regional cooperation in disaster management and emergency response. [Source: asean.org] 2012-03-05: The United States government provides emergency funding, disaster assistance, and financial aid through various agencies such as FEMA and the Department of Transportation. [Source: www.transportation.gov]; The US military plays a role in foreign disaster relief efforts. [Source: govbooktalk.gpo.gov]; There are official government websites and resources available for disaster preparedness, response, and recovery, such as the US Department of Transportation and the Federal Emergency Management Agency (FEMA). [Source: www.transportation.gov, apps.usfa.fema.gov]; The Stafford Act requires an assessment of factual circumstances in connection with a disaster or emergency. [Source: www.justice.gov]; United Way Worldwide's 211 service provides crisis and emergency counseling, disaster assistance, and other services in all 50 states. [Source: www.unitedway.org];\"\n \"Available facts are as follows: 2012-03-26: The Federal Emergency Management Agency (FEMA) predicts that emergency management and disaster recovery will become growing sectors in the United States. [Source: www.ccri.edu] 2012-03-19: The year 2011 saw catastrophic disasters worldwide, including a tornado in Joplin, Missouri, and an earthquake and tsunami in Japan. [Source: pubmed.ncbi.nlm.nih.gov]; The Emergency Alert System (EAS) in the United States allows the president to alert and warn the public in emergency situations. [Source: dps.mn.gov]; The United States Department of Health and Human Services provides funding to each state for healthcare system preparedness and response to emergencies. [Source: dhhr.wv.gov] 2012-03-12: The American Red Cross often provides emergency shelters in the event of a disaster, and these shelters must comply with the Americans with Disabilities Act (ADA) to ensure access for all. [Source: archive.ada.gov]; The US Department of Health and Human Services (HHS) is involved in integrating mental and behavioral health into disaster and emergency preparedness and response activities. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Emergency Management Agency (FEMA) provides training for emergency managers and educators to learn state-of-the-art disaster management and response. [Source: training.fema.gov]; The ASEAN Agreement on Disaster Management and Emergency Response aims to enhance regional cooperation in disaster management and emergency response. [Source: asean.org] 2012-03-05: The United States government provides emergency funding, disaster assistance, and financial aid through various agencies such as FEMA and the Department of Transportation. [Source: www.transportation.gov]; The US military plays a role in foreign disaster relief efforts. [Source: govbooktalk.gpo.gov]; There are official government websites and resources available for disaster preparedness, response, and recovery, such as the US Department of Transportation and the Federal Emergency Management Agency (FEMA). [Source: www.transportation.gov, apps.usfa.fema.gov]; The Stafford Act requires an assessment of factual circumstances in connection with a disaster or emergency. [Source: www.justice.gov]; United Way Worldwide's 211 service provides crisis and emergency counseling, disaster assistance, and other services in all 50 states. [Source: www.unitedway.org];\"]"}
+{"batch_x": [215516400.0, 514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0], "batch_y": [455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0], "batch_x_timestamps_datetime64_ns": [1314835200000000000, 1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000], "batch_y_timestamps_datetime64_ns": [1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.16575342416763306], [-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2012-04-23: The Washington State Emergency Resource Guide serves as a comprehensive guide for planning and preparation for floods and other disasters. [Source: northbendwa.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides disaster relief and emergency assistance to affected areas. [Source: revenue.ky.gov]; The Montana Air National Guard's COOP truck provides communication services to local, state, and federal agencies during exercises or real-world emergencies. [Source: www.nationalguard.mil]; The North Carolina Emergency Management Disaster Reservists Program utilizes retired civil service employees to assist in disaster response and recovery. [Source: www.ncdps.gov]; The US Fire Administration identifies lack of disaster preparedness as a major issue, with many communities lacking emergency operations planning. [Source: www.usfa.fema.gov]; The National Endowment for the Humanities provides emergency grant funding for disaster relief to museums, libraries, and cultural organizations in Hawaii. [Source: www.neh.gov] 2012-04-16: The United Nations Expert Group Meeting on Building Inclusive Society focuses on ICT accessibility and inclusion of persons with disabilities in disaster and emergency preparedness and responses. [Source: www.un.org]; The U.S.-Canada Memorandum of Agreement on Emergency Management Cooperation aims to enhance cooperation in emergency management and disaster response. [Source: 2001-2009.state.gov]; The EMERGENCY PREPAREDNESS PROGRAM HIGHLIGHTS report notes that limited resources and competing demands for affected states in the event of a disaster are likely to impact supply chains. [Source: www.tn.gov]; The Salvation Army's Emergency Disaster Services provide food, meals, and hydration to affected communities in the United States. [Source: disaster.salvationarmyusa.org] 2012-04-09: The United States has a cabinet-level disaster preparedness and emergency response organization, and individual states have their own emergency management offices and websites with guidance on disaster preparedness and response. [Source]; The Comprehensive Preparedness Guide (CPG 101) is the foundation for state, territorial, tribal, and local emergency planning in the United States. [Source] 2012-04-02: Hurricane Katrina caused the greatest disaster in the nation's history. [Source: www.fema.gov];\"\n \"Available facts are as follows: 2012-04-23: The Washington State Emergency Resource Guide serves as a comprehensive guide for planning and preparation for floods and other disasters. [Source: northbendwa.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides disaster relief and emergency assistance to affected areas. [Source: revenue.ky.gov]; The Montana Air National Guard's COOP truck provides communication services to local, state, and federal agencies during exercises or real-world emergencies. [Source: www.nationalguard.mil]; The North Carolina Emergency Management Disaster Reservists Program utilizes retired civil service employees to assist in disaster response and recovery. [Source: www.ncdps.gov]; The US Fire Administration identifies lack of disaster preparedness as a major issue, with many communities lacking emergency operations planning. [Source: www.usfa.fema.gov]; The National Endowment for the Humanities provides emergency grant funding for disaster relief to museums, libraries, and cultural organizations in Hawaii. [Source: www.neh.gov] 2012-04-16: The United Nations Expert Group Meeting on Building Inclusive Society focuses on ICT accessibility and inclusion of persons with disabilities in disaster and emergency preparedness and responses. [Source: www.un.org]; The U.S.-Canada Memorandum of Agreement on Emergency Management Cooperation aims to enhance cooperation in emergency management and disaster response. [Source: 2001-2009.state.gov]; The EMERGENCY PREPAREDNESS PROGRAM HIGHLIGHTS report notes that limited resources and competing demands for affected states in the event of a disaster are likely to impact supply chains. [Source: www.tn.gov]; The Salvation Army's Emergency Disaster Services provide food, meals, and hydration to affected communities in the United States. [Source: disaster.salvationarmyusa.org] 2012-04-09: The United States has a cabinet-level disaster preparedness and emergency response organization, and individual states have their own emergency management offices and websites with guidance on disaster preparedness and response. [Source]; The Comprehensive Preparedness Guide (CPG 101) is the foundation for state, territorial, tribal, and local emergency planning in the United States. [Source] 2012-04-02: Hurricane Katrina caused the greatest disaster in the nation's history. [Source: www.fema.gov];\"]"}
+{"batch_x": [514873632.0, 277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0], "batch_y": [327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0], "batch_x_timestamps_datetime64_ns": [1317427200000000000, 1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000], "batch_y_timestamps_datetime64_ns": [1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2012-05-21: The United States Department of Homeland Security is involved in emergency response and disaster relief efforts, and the Federal Emergency Management Agency (FEMA) utilizes eCAPS to support disaster relief and emergency assistance. [Source]; The Galveston District, U.S. Army Corps of Engineers, has a mission to model disaster impacts. [Source]; The World Health Organization (WHO) plays a role in supporting Member States and partners in disaster response and recovery, including emergency risk management. [Source] 2012-05-14: The US Army Corps of Engineers and other US government agencies have been actively involved in emergency preparedness and disaster response efforts, with a focus on employee accountability, safety, and decision-making during emergencies. [Source] 2012-05-07: Multnomah County employees can learn how they can become involved in disaster response. [Source: www.multco.us]; The United States Congress adopted the Disaster Mitigation Act of 2000, providing Federal funding for the development of State and local hazard mitigation plans. [Source: www.nh.gov]; The LIHEAP statute and regulations allow for assistance to States arising from a natural disaster or other emergency. [Source: www.acf.hhs.gov]; The Court of Appeals can declare a state of disaster or emergency, allowing for emergency temporary closing of banking offices. [Source: www.nycourts.gov]; The National Disaster Preparedness Training Center (NDPTC) was created to build on the strong bilateral relationships between the U.S. Pacific Command and the armed forces of the nations in the Asia-Pacific region. [Source: ndptc.hawaii.edu] 2012-04-30: The United States has various departments and organizations focused on emergency management and disaster preparedness, such as the Department of Emergency Management at FIU, Arizona Emergency System for Advance Registration of Volunteer Health Professionals, and the Federal Emergency Management Agency (FEMA). [Source: dem.fiu.edu, esar-vhp.health.azdhs.gov, www.justice.gov];'\n 'Available facts are as follows: 2012-05-21: The United States Department of Homeland Security is involved in emergency response and disaster relief efforts, and the Federal Emergency Management Agency (FEMA) utilizes eCAPS to support disaster relief and emergency assistance. [Source]; The Galveston District, U.S. Army Corps of Engineers, has a mission to model disaster impacts. [Source]; The World Health Organization (WHO) plays a role in supporting Member States and partners in disaster response and recovery, including emergency risk management. [Source] 2012-05-14: The US Army Corps of Engineers and other US government agencies have been actively involved in emergency preparedness and disaster response efforts, with a focus on employee accountability, safety, and decision-making during emergencies. [Source] 2012-05-07: Multnomah County employees can learn how they can become involved in disaster response. [Source: www.multco.us]; The United States Congress adopted the Disaster Mitigation Act of 2000, providing Federal funding for the development of State and local hazard mitigation plans. [Source: www.nh.gov]; The LIHEAP statute and regulations allow for assistance to States arising from a natural disaster or other emergency. [Source: www.acf.hhs.gov]; The Court of Appeals can declare a state of disaster or emergency, allowing for emergency temporary closing of banking offices. [Source: www.nycourts.gov]; The National Disaster Preparedness Training Center (NDPTC) was created to build on the strong bilateral relationships between the U.S. Pacific Command and the armed forces of the nations in the Asia-Pacific region. [Source: ndptc.hawaii.edu] 2012-04-30: The United States has various departments and organizations focused on emergency management and disaster preparedness, such as the Department of Emergency Management at FIU, Arizona Emergency System for Advance Registration of Volunteer Health Professionals, and the Federal Emergency Management Agency (FEMA). [Source: dem.fiu.edu, esar-vhp.health.azdhs.gov, www.justice.gov];']"}
+{"batch_x": [277428864.0, 315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0], "batch_y": [275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0], "batch_x_timestamps_datetime64_ns": [1320105600000000000, 1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000], "batch_y_timestamps_datetime64_ns": [1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33287671208381653], [-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2012-06-25: The United States government and various organizations are taking steps to prepare for and respond to disasters, including developing notification systems, conducting humanitarian assistance exercises, and providing mental health services. [Source: www.clackamas.us, www.army.mil, www.ncbi.nlm.nih.gov] 2012-06-18: The Federal Emergency Management Agency (FEMA) is responsible for responding to disasters and emergencies in the United States and providing support to states and territories. [Source]; The United States and Canada have an agreement on emergency management assistance, which includes cooperation on disaster response and relief efforts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act provides the framework for federal disaster response and relief efforts in the United States. [Source] 2012-06-11: The organizations mentioned, such as Team Rubicon, Kent County, DEM, Marine Corps Installation Emergency Management, and Oak Grove MO, are involved in emergency management and disaster response. [Source] 2012-06-04: The United States government has official websites and resources dedicated to disaster management and emergency planning, such as FEMA.gov and USAID.gov. [Source]; There are various programs and initiatives in place to assist with disaster preparedness, response, and recovery, including the Emergency & Evacuation Assistance Program (EEAP) and the National Business Emergency Operations Center. [Source];'\n 'Available facts are as follows: 2012-06-25: The United States government and various organizations are taking steps to prepare for and respond to disasters, including developing notification systems, conducting humanitarian assistance exercises, and providing mental health services. [Source: www.clackamas.us, www.army.mil, www.ncbi.nlm.nih.gov] 2012-06-18: The Federal Emergency Management Agency (FEMA) is responsible for responding to disasters and emergencies in the United States and providing support to states and territories. [Source]; The United States and Canada have an agreement on emergency management assistance, which includes cooperation on disaster response and relief efforts. [Source]; The Stafford Disaster Relief and Emergency Assistance Act provides the framework for federal disaster response and relief efforts in the United States. [Source] 2012-06-11: The organizations mentioned, such as Team Rubicon, Kent County, DEM, Marine Corps Installation Emergency Management, and Oak Grove MO, are involved in emergency management and disaster response. [Source] 2012-06-04: The United States government has official websites and resources dedicated to disaster management and emergency planning, such as FEMA.gov and USAID.gov. [Source]; There are various programs and initiatives in place to assist with disaster preparedness, response, and recovery, including the Emergency & Evacuation Assistance Program (EEAP) and the National Business Emergency Operations Center. [Source];']"}
+{"batch_x": [315698240.0, 347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0], "batch_y": [230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0], "batch_x_timestamps_datetime64_ns": [1322697600000000000, 1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000], "batch_y_timestamps_datetime64_ns": [1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.41506850719451904], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2012-07-23: The U.S. Drought Monitor is a weekly map of drought conditions jointly produced by the USDA, NOAA, and the National Drought Mitigation Center. [Source: www.usda.gov]; The National Weather Service provides Wireless Emergency Alerts to inform the public of severe weather and other emergencies. [Source: www.weather.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides funding and support to governments responding to major disasters and emergencies. [Source: www.hud.gov] 2012-07-16: The US Department of Homeland Security's Federal Emergency Management Agency (FEMA) has a Disaster Recovery Center Locator to assist with disaster recovery. [Source: egateway.fema.gov]; The Office of Emergency Management and Homeland Security (OEMHS) provides emergency preparedness workbooks and encourages creating an emergency kit before a disaster. [Source: www.montgomerycountymd.gov]; FEMA offers courses, such as the TERT Basic Course, to educate emergency managers and educators on disaster management and response. [Source: training.fema.gov]; The US is experiencing a drought, with few states spared, and the USDA has announced a streamlined disaster designation process with lower emergency loan rates. [Source: www.climate.gov] 2012-07-09: The United States Department of Agriculture (USDA) provides emergency loans and resources for farmers and aquaculturists affected by disasters. [Source: www.caloes.ca.gov]; The Federal Emergency Management Agency (FEMA) and the Department of Homeland Security (DHS) have resilience and prevention efforts in place for disaster management. [Source: www.iwapublishing.com]; Emergency disasters are defined as instances where federal assistance is needed to supplement state and local efforts to save lives and protect property. [Source: kyem.ky.gov] 2012-07-02: The Stafford Disaster Relief Act of 1988 (PL 100-707) gives the Federal Emergency Management Agency (FEMA) statutory authority for most federal disaster response efforts. [Source: ascelibrary.org]; The FHWA Emergency Relief program provides funds for the repair or reconstruction of roads and bridges damaged by natural disasters or catastrophic events. [Source: www.transportation.gov]; The Emergency Relief Program allows FTA to make grants for eligible public transportation capital and operating costs in the event of a natural disaster that disrupts public transportation. [Source: www.transit.dot.gov];\"\n \"Available facts are as follows: 2012-07-23: The U.S. Drought Monitor is a weekly map of drought conditions jointly produced by the USDA, NOAA, and the National Drought Mitigation Center. [Source: www.usda.gov]; The National Weather Service provides Wireless Emergency Alerts to inform the public of severe weather and other emergencies. [Source: www.weather.gov]; The Robert T. Stafford Disaster Relief and Emergency Assistance Act provides funding and support to governments responding to major disasters and emergencies. [Source: www.hud.gov] 2012-07-16: The US Department of Homeland Security's Federal Emergency Management Agency (FEMA) has a Disaster Recovery Center Locator to assist with disaster recovery. [Source: egateway.fema.gov]; The Office of Emergency Management and Homeland Security (OEMHS) provides emergency preparedness workbooks and encourages creating an emergency kit before a disaster. [Source: www.montgomerycountymd.gov]; FEMA offers courses, such as the TERT Basic Course, to educate emergency managers and educators on disaster management and response. [Source: training.fema.gov]; The US is experiencing a drought, with few states spared, and the USDA has announced a streamlined disaster designation process with lower emergency loan rates. [Source: www.climate.gov] 2012-07-09: The United States Department of Agriculture (USDA) provides emergency loans and resources for farmers and aquaculturists affected by disasters. [Source: www.caloes.ca.gov]; The Federal Emergency Management Agency (FEMA) and the Department of Homeland Security (DHS) have resilience and prevention efforts in place for disaster management. [Source: www.iwapublishing.com]; Emergency disasters are defined as instances where federal assistance is needed to supplement state and local efforts to save lives and protect property. [Source: kyem.ky.gov] 2012-07-02: The Stafford Disaster Relief Act of 1988 (PL 100-707) gives the Federal Emergency Management Agency (FEMA) statutory authority for most federal disaster response efforts. [Source: ascelibrary.org]; The FHWA Emergency Relief program provides funds for the repair or reconstruction of roads and bridges damaged by natural disasters or catastrophic events. [Source: www.transportation.gov]; The Emergency Relief Program allows FTA to make grants for eligible public transportation capital and operating costs in the event of a natural disaster that disrupts public transportation. [Source: www.transit.dot.gov];\"]"}
+{"batch_x": [347996192.0, 499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0], "batch_y": [199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0], "batch_x_timestamps_datetime64_ns": [1325376000000000000, 1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000], "batch_y_timestamps_datetime64_ns": [1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909]], "batch_text": "[\"Available facts are as follows: 2012-08-20: The Illinois Emergency Management Agency has declared a disaster in the state of Illinois due to an unspecified emergency situation. [Source]; The American Red Cross has a disaster relief program and is in need of volunteers to help with disaster response efforts. [Source]; There is a need for quantitative estimation of the number of ambulances required in Mass Casualty Events (MCE) in Emergency Medical Services (EMS) regions in the United States. [Source]; The U.S. Army Corps of Engineers provides temporary emergency water assistance for human consumption in drought-distressed areas to meet minimum public health and welfare needs. [Source]; The Humane Society of the United States is involved in rescuing animals in crisis situations, including natural disasters. [Source] 2012-08-13: The American Red Cross provides disaster shelters and has a map to find shelters, which are opened based on emergency plans and the scale of the disaster. [Source: www.redcross.org]; In 2012, Governor Christie requested a pre-landfall federal disaster declaration for the entire State of New Jersey. [Source: nj.gov]; The American Red Cross provides resources for pet disaster preparedness and recovery. [Source: www.redcross.org]; The Harrison County Comprehensive Emergency Management Plan outlines the roles and responsibilities of local, state, and federal agencies in the event of an emergency or disaster. [Source: cms9files.revize.com]; The American Red Cross provides resources for winter storm preparedness and blizzard safety. [Source: www.redcross.org]; Wildfires are a disaster risk, and the Texas A&M Forest Service provides information on wildfire prevention and response. [Source: tfsweb.tamu.edu]; Medicare provides information on getting care in a disaster or emergency. [Source: www.medicare.gov]; The United States Department of Homeland Security's Federal Emergency Management Agency (FEMA) integrates social determinants of community preparedness and resilience into disaster preparedness efforts. [Source: www.hsaj.org]; The Boise County Emergency Management department interacts with and supports all first responders in the county and provides resources for disaster conditions such as landslides and forest fires. [Source: www.boisecounty.us] 2012-08-06: July 2012 was the hottest month ever recorded for the contiguous United States since records began in 1895. [Source: www.climate.gov]; An estimated average of 2,300 residential building fires were reported to fire departments in the U.S. on Thanksgiving Day for each year from 2017 to 2019. [Source: www.usfa.fema.gov] 2012-07-30: The United States has experienced various natural disasters and public health emergencies, including Hurricane Katrina, wildfires, and terrorist attacks. [Source];\"\n \"Available facts are as follows: 2012-08-20: The Illinois Emergency Management Agency has declared a disaster in the state of Illinois due to an unspecified emergency situation. [Source]; The American Red Cross has a disaster relief program and is in need of volunteers to help with disaster response efforts. [Source]; There is a need for quantitative estimation of the number of ambulances required in Mass Casualty Events (MCE) in Emergency Medical Services (EMS) regions in the United States. [Source]; The U.S. Army Corps of Engineers provides temporary emergency water assistance for human consumption in drought-distressed areas to meet minimum public health and welfare needs. [Source]; The Humane Society of the United States is involved in rescuing animals in crisis situations, including natural disasters. [Source] 2012-08-13: The American Red Cross provides disaster shelters and has a map to find shelters, which are opened based on emergency plans and the scale of the disaster. [Source: www.redcross.org]; In 2012, Governor Christie requested a pre-landfall federal disaster declaration for the entire State of New Jersey. [Source: nj.gov]; The American Red Cross provides resources for pet disaster preparedness and recovery. [Source: www.redcross.org]; The Harrison County Comprehensive Emergency Management Plan outlines the roles and responsibilities of local, state, and federal agencies in the event of an emergency or disaster. [Source: cms9files.revize.com]; The American Red Cross provides resources for winter storm preparedness and blizzard safety. [Source: www.redcross.org]; Wildfires are a disaster risk, and the Texas A&M Forest Service provides information on wildfire prevention and response. [Source: tfsweb.tamu.edu]; Medicare provides information on getting care in a disaster or emergency. [Source: www.medicare.gov]; The United States Department of Homeland Security's Federal Emergency Management Agency (FEMA) integrates social determinants of community preparedness and resilience into disaster preparedness efforts. [Source: www.hsaj.org]; The Boise County Emergency Management department interacts with and supports all first responders in the county and provides resources for disaster conditions such as landslides and forest fires. [Source: www.boisecounty.us] 2012-08-06: July 2012 was the hottest month ever recorded for the contiguous United States since records began in 1895. [Source: www.climate.gov]; An estimated average of 2,300 residential building fires were reported to fire departments in the U.S. on Thanksgiving Day for each year from 2017 to 2019. [Source: www.usfa.fema.gov] 2012-07-30: The United States has experienced various natural disasters and public health emergencies, including Hurricane Katrina, wildfires, and terrorist attacks. [Source];\"]"}
+{"batch_x": [499540640.0, 429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0], "batch_y": [390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0], "batch_x_timestamps_datetime64_ns": [1328054400000000000, 1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000], "batch_y_timestamps_datetime64_ns": [1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306]], "batch_text": "[\"Available facts are as follows: 2012-09-24: The United States has a National Emergency Preparedness system in place to respond to disasters, and various government agencies and organizations are involved in disaster management and relief efforts. [Source]; The 2010 Census reported on the emergency and transitional shelter population in the United States, highlighting the need for preparedness and response to natural disasters. [Source] 2012-09-17: The Federal Emergency Management Agency (FEMA) provides disaster information, including major disaster declarations by the President of the United States. [Source]; Local government officials take an active role in the development and implementation of disaster preparedness programs. [Source]; In 2012, there were 18 disaster events in the contiguous United States, causing at least 474 fatalities. [Source] 2012-09-10: The United States government has official websites and resources dedicated to disaster and emergency preparedness, response, and recovery, including the Federal Emergency Management Agency (FEMA) and the Administration for Children and Families (ACF). [Source: www.acf.hhs.gov, www.fema.gov]; The National Commission on Children and Disasters was created by the U.S. Congress to coordinate responses to the needs of children in disaster recovery. [Source: www.acf.hhs.gov]; The Centers for Disease Control and Prevention (CDC) provides recommendations for household preparedness for public health emergencies and disasters. [Source: www.cdc.gov]; The Government Accountability Office (GAO) has provided reports on federal disaster assistance, including the use of data from FEMA's National Emergency Management Information System (NEMIS) and Integrated Financial Management Information System (IFMIS). [Source: www.gao.gov] 2012-09-03: The U.S. Army Corps of Engineers' top three priorities in any disaster are: 1. Support immediate emergency response priorities. 2. Sustain lives with critical infrastructure. 3. Support recovery efforts. [Source]; The U.S. Army Corps of Engineers provides immediate and effective response and assistance during National Emergencies and Major Presidentially Declared Disasters. [Source]; The Republic of the Marshall Islands is a recipient of disaster relief and emergency management assistance from FEMA. [Source]; The New York District Civil Works program has a diverse environmental program that includes environmental restoration, which may be relevant in disaster response and recovery. [Source];\"\n \"Available facts are as follows: 2012-09-24: The United States has a National Emergency Preparedness system in place to respond to disasters, and various government agencies and organizations are involved in disaster management and relief efforts. [Source]; The 2010 Census reported on the emergency and transitional shelter population in the United States, highlighting the need for preparedness and response to natural disasters. [Source] 2012-09-17: The Federal Emergency Management Agency (FEMA) provides disaster information, including major disaster declarations by the President of the United States. [Source]; Local government officials take an active role in the development and implementation of disaster preparedness programs. [Source]; In 2012, there were 18 disaster events in the contiguous United States, causing at least 474 fatalities. [Source] 2012-09-10: The United States government has official websites and resources dedicated to disaster and emergency preparedness, response, and recovery, including the Federal Emergency Management Agency (FEMA) and the Administration for Children and Families (ACF). [Source: www.acf.hhs.gov, www.fema.gov]; The National Commission on Children and Disasters was created by the U.S. Congress to coordinate responses to the needs of children in disaster recovery. [Source: www.acf.hhs.gov]; The Centers for Disease Control and Prevention (CDC) provides recommendations for household preparedness for public health emergencies and disasters. [Source: www.cdc.gov]; The Government Accountability Office (GAO) has provided reports on federal disaster assistance, including the use of data from FEMA's National Emergency Management Information System (NEMIS) and Integrated Financial Management Information System (IFMIS). [Source: www.gao.gov] 2012-09-03: The U.S. Army Corps of Engineers' top three priorities in any disaster are: 1. Support immediate emergency response priorities. 2. Sustain lives with critical infrastructure. 3. Support recovery efforts. [Source]; The U.S. Army Corps of Engineers provides immediate and effective response and assistance during National Emergencies and Major Presidentially Declared Disasters. [Source]; The Republic of the Marshall Islands is a recipient of disaster relief and emergency management assistance from FEMA. [Source]; The New York District Civil Works program has a diverse environmental program that includes environmental restoration, which may be relevant in disaster response and recovery. [Source];\"]"}
+{"batch_x": [429217728.0, 230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0], "batch_y": [425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0], "batch_x_timestamps_datetime64_ns": [1330560000000000000, 1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000], "batch_y_timestamps_datetime64_ns": [1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, -0.33561643958091736], [-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438]], "batch_text": "['Available facts are as follows: 2012-10-22: The U.S. president can issue a major disaster declaration upon request from the governor of Alaska, which enables federal assistance in disaster response and recovery. [Source]; The all-hazards approach to emergency preparedness involves implementing measures to prepare for and respond to various types of disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) has a Disaster Assistance Improvement Program (DAIP) to improve disaster assistance coordination. [Source]; Hospital mass casualty incident planning involves emergency preparedness planning, including disaster preparedness and emergency management. [Source] 2012-10-15: The United States is prone to disasters and humanitarian crises, with organizations such as Save the Children and the U.S. Army Reserve providing disaster relief and emergency response efforts. [Source] 2012-10-08: The United States has various programs and initiatives in place for emergency and disaster management, including academic programs, corporate/industrial security, and government agencies. [Source: programs.eku.edu, scholar.google.com, www.imf.org, www.worldbank.org] 2012-10-01: The United States has emergency response systems in place, including the Corps of Engineers, which can provide help during disasters that exceed local capabilities [Source: www.lrd.usace.army.mil]. Emergency is defined as a natural disaster affecting a wide area, such as floods, hurricanes, or earthquakes [Source: www.law.cornell.edu].;'\n 'Available facts are as follows: 2012-10-22: The U.S. president can issue a major disaster declaration upon request from the governor of Alaska, which enables federal assistance in disaster response and recovery. [Source]; The all-hazards approach to emergency preparedness involves implementing measures to prepare for and respond to various types of disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) has a Disaster Assistance Improvement Program (DAIP) to improve disaster assistance coordination. [Source]; Hospital mass casualty incident planning involves emergency preparedness planning, including disaster preparedness and emergency management. [Source] 2012-10-15: The United States is prone to disasters and humanitarian crises, with organizations such as Save the Children and the U.S. Army Reserve providing disaster relief and emergency response efforts. [Source] 2012-10-08: The United States has various programs and initiatives in place for emergency and disaster management, including academic programs, corporate/industrial security, and government agencies. [Source: programs.eku.edu, scholar.google.com, www.imf.org, www.worldbank.org] 2012-10-01: The United States has emergency response systems in place, including the Corps of Engineers, which can provide help during disasters that exceed local capabilities [Source: www.lrd.usace.army.mil]. Emergency is defined as a natural disaster affecting a wide area, such as floods, hurricanes, or earthquakes [Source: www.law.cornell.edu].;']"}
+{"batch_x": [230070144.0, 455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0], "batch_y": [1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0], "batch_x_timestamps_datetime64_ns": [1333238400000000000, 1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000], "batch_y_timestamps_datetime64_ns": [1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.250684916973114], [-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653]], "batch_text": "['Available facts are as follows: 2012-11-19: The U.S. Army Corps of Engineers is involved in emergency management and disaster relief efforts, with various districts and facilities dedicated to this mission. [Source: www.swf.usace.army.mil, www.erdc.usace.army.mil]; The City of Beverly Hills has implemented an emergency notification program to alert citizens about current emergencies. [Source: www.beverlyhills.org]; The UJA-Federation of New York has an Israel Emergency Fund that provides disaster relief and assistance. [Source: www.ujafedny.org]; USAID provides humanitarian assistance and disaster response efforts, including bolstering technical disaster resilience and supporting Emergency Operations Centers. [Source: www.usaid.gov]; The U.S. Department of Homeland Security has guidelines and regulations for disaster relief and emergency assistance, including the Stafford Disaster Relief and Emergency Assistance Act. [Source: training.fema.gov] 2012-11-12: The U.S. Department of Defense and Federal Emergency Management Agency (FEMA) are involved in national disaster and emergency management. [Source: www.usace.army.mil]; The Federal Emergency Management Agency (FEMA) provides support at the federal level during disasters, and areas may be declared a state or federal disaster. [Source: www.masoncity.net]; The U.S. Army Corps of Engineers has an Emergency Operations mission. [Source: www.sam.usace.army.mil]; The U.S. Environmental Protection Agency provides guidelines for catastrophic emergency situations involving asbestos. [Source: archive.epa.gov]; State and local governments, such as Alameda County Water District, have disaster service workers and emergency management agencies. [Source: www.acwd.org, childcareta.acf.hhs.gov] 2012-11-05: Objective facts about the Climate and Disaster situation:The State Emergency Management Agency works with many government and voluntary agencies to prepare for earthquakes, which provide no advance warning. [Source: sema.dps.mo.gov]The Federal Emergency Management Agency (FEMA) declares major disasters and provides notice to the affected states. [Source: www.regulations.gov]The Stafford Act requires the governor of a state to declare an emergency before federal troops can be deployed for disaster assistance. [Source: sgp.fas.org] 2012-10-29: The United States Federal Emergency Management Agency (FEMA) has a disaster process and disaster aid programs in place to provide emergency aid to families and restore basic public services in the event of a disaster. [Source: journalistsresource.org]; Hurricane Sandy was a historic disaster that triggered the need for emergency aid, restoration of basic public services, and disaster recovery centers. [Source: www.fema.gov];'\n 'Available facts are as follows: 2012-11-19: The U.S. Army Corps of Engineers is involved in emergency management and disaster relief efforts, with various districts and facilities dedicated to this mission. [Source: www.swf.usace.army.mil, www.erdc.usace.army.mil]; The City of Beverly Hills has implemented an emergency notification program to alert citizens about current emergencies. [Source: www.beverlyhills.org]; The UJA-Federation of New York has an Israel Emergency Fund that provides disaster relief and assistance. [Source: www.ujafedny.org]; USAID provides humanitarian assistance and disaster response efforts, including bolstering technical disaster resilience and supporting Emergency Operations Centers. [Source: www.usaid.gov]; The U.S. Department of Homeland Security has guidelines and regulations for disaster relief and emergency assistance, including the Stafford Disaster Relief and Emergency Assistance Act. [Source: training.fema.gov] 2012-11-12: The U.S. Department of Defense and Federal Emergency Management Agency (FEMA) are involved in national disaster and emergency management. [Source: www.usace.army.mil]; The Federal Emergency Management Agency (FEMA) provides support at the federal level during disasters, and areas may be declared a state or federal disaster. [Source: www.masoncity.net]; The U.S. Army Corps of Engineers has an Emergency Operations mission. [Source: www.sam.usace.army.mil]; The U.S. Environmental Protection Agency provides guidelines for catastrophic emergency situations involving asbestos. [Source: archive.epa.gov]; State and local governments, such as Alameda County Water District, have disaster service workers and emergency management agencies. [Source: www.acwd.org, childcareta.acf.hhs.gov] 2012-11-05: Objective facts about the Climate and Disaster situation:The State Emergency Management Agency works with many government and voluntary agencies to prepare for earthquakes, which provide no advance warning. [Source: sema.dps.mo.gov]The Federal Emergency Management Agency (FEMA) declares major disasters and provides notice to the affected states. [Source: www.regulations.gov]The Stafford Act requires the governor of a state to declare an emergency before federal troops can be deployed for disaster assistance. [Source: sgp.fas.org] 2012-10-29: The United States Federal Emergency Management Agency (FEMA) has a disaster process and disaster aid programs in place to provide emergency aid to families and restore basic public services in the event of a disaster. [Source: journalistsresource.org]; Hurricane Sandy was a historic disaster that triggered the need for emergency aid, restoration of basic public services, and disaster recovery centers. [Source: www.fema.gov];']"}
+{"batch_x": [455211520.0, 327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0], "batch_y": [1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0], "batch_x_timestamps_datetime64_ns": [1335830400000000000, 1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000], "batch_y_timestamps_datetime64_ns": [1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.1684931516647339], [-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904]], "batch_text": "['Available facts are as follows: 2012-12-24: The United States government has various agencies and departments dedicated to emergency management and disaster response, such as the Federal Emergency Management Agency (FEMA) and the U.S. Army Corps of Engineers. [Source] 2012-12-17: The Federal Emergency Management Agency (FEMA) is involved in emergency response and disaster management in the United States. [Source]; Disaster mitigation is a critical concept in emergency management, aiming to reduce the impact of disasters. [Source]; Natural disasters can have significant impacts on health, as seen in the case of the Great East Japan Earthquake and tsunami. [Source] 2012-12-10: The USGS Emergency Operations aims to provide rapid access to timely, accurate, and relevant geospatial imagery and products for disaster response. [Source: www.usgs.gov]; The USACE is designated as the planning and operating agent for Emergency Support Function; The Governor may make State funds available for emergency assistance in the event of a Type I disaster declaration. [Source: www.ncleg.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) sends experts to affected countries to identify and prioritize needs in response to disasters. [Source: 2017-2020.usaid.gov]; The CDC provides information on current public health emergency topics, including diseases, infections, and natural disasters. [Source: emergency.cdc.gov]; The USGS Fact Sheet 2012–3061 highlights the primary goal of ensuring access to timely, accurate, and relevant geospatial imagery and products for disaster response. [Source: pubs.usgs.gov] 2012-12-03: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) has declared an emergency in Virginia, and Hazard Mitigation Grant has been provided. [Source: www.regulations.gov]The U.S. Department of the Interior has provided a fact sheet on Hurricane Sandy, which includes information on disaster assistance and response. [Source: www.doi.gov];'\n 'Available facts are as follows: 2012-12-24: The United States government has various agencies and departments dedicated to emergency management and disaster response, such as the Federal Emergency Management Agency (FEMA) and the U.S. Army Corps of Engineers. [Source] 2012-12-17: The Federal Emergency Management Agency (FEMA) is involved in emergency response and disaster management in the United States. [Source]; Disaster mitigation is a critical concept in emergency management, aiming to reduce the impact of disasters. [Source]; Natural disasters can have significant impacts on health, as seen in the case of the Great East Japan Earthquake and tsunami. [Source] 2012-12-10: The USGS Emergency Operations aims to provide rapid access to timely, accurate, and relevant geospatial imagery and products for disaster response. [Source: www.usgs.gov]; The USACE is designated as the planning and operating agent for Emergency Support Function; The Governor may make State funds available for emergency assistance in the event of a Type I disaster declaration. [Source: www.ncleg.gov]; The Office of U.S. Foreign Disaster Assistance (OFDA) sends experts to affected countries to identify and prioritize needs in response to disasters. [Source: 2017-2020.usaid.gov]; The CDC provides information on current public health emergency topics, including diseases, infections, and natural disasters. [Source: emergency.cdc.gov]; The USGS Fact Sheet 2012–3061 highlights the primary goal of ensuring access to timely, accurate, and relevant geospatial imagery and products for disaster response. [Source: pubs.usgs.gov] 2012-12-03: Objective facts about the Climate and Disaster situation:The Federal Emergency Management Agency (FEMA) has declared an emergency in Virginia, and Hazard Mitigation Grant has been provided. [Source: www.regulations.gov]The U.S. Department of the Interior has provided a fact sheet on Hurricane Sandy, which includes information on disaster assistance and response. [Source: www.doi.gov];']"}
+{"batch_x": [327831872.0, 275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0], "batch_y": [343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0], "batch_x_timestamps_datetime64_ns": [1338508800000000000, 1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000], "batch_y_timestamps_datetime64_ns": [1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2013-01-21: The United States has various organizations and agencies that provide emergency response and disaster relief services, such as UNICEF, ShelterBox USA, Hulcher Services, Inc., and USAID. [Source: www.unicef.org, www.shelterboxusa.org, www.hulcher.com, www.flickr.com] 2013-01-14: Objective facts about the Climate and Disaster situation:The Disaster Service Worker Program excludes public employees who are not citizens of the United States. [Source: emergency.lacity.gov]The Federal Emergency Management Agency (FEMA) provides resources for reducing risk to natural hazards. [Source: www.fema.gov] 2013-01-07: The American Red Cross provides community disaster education and immediate mobilization of people and resources for disasters. [Source: www.redcross.org]; In the United States, dialing 2-1-1 connects to human and social services for emergency and natural disaster situations. [Source: dem.nv.gov]; The Stafford Disaster and Emergency Assistance Act is a federal law that guides disaster response in the USA. [Source: www.ncbi.nlm.nih.gov] 2012-12-31: The US Federal Emergency Management Agency (FEMA) is the primary organization for preparedness and response to federal level disasters in the United States. [Source]; FEMA has an entire website devoted to disaster preparedness and response. [Source]; The United States National Weather Service issues warnings and alerts for natural disasters. [Source]; Emergency operations planning is crucial in advance of a disaster event. [Source];'\n 'Available facts are as follows: 2013-01-21: The United States has various organizations and agencies that provide emergency response and disaster relief services, such as UNICEF, ShelterBox USA, Hulcher Services, Inc., and USAID. [Source: www.unicef.org, www.shelterboxusa.org, www.hulcher.com, www.flickr.com] 2013-01-14: Objective facts about the Climate and Disaster situation:The Disaster Service Worker Program excludes public employees who are not citizens of the United States. [Source: emergency.lacity.gov]The Federal Emergency Management Agency (FEMA) provides resources for reducing risk to natural hazards. [Source: www.fema.gov] 2013-01-07: The American Red Cross provides community disaster education and immediate mobilization of people and resources for disasters. [Source: www.redcross.org]; In the United States, dialing 2-1-1 connects to human and social services for emergency and natural disaster situations. [Source: dem.nv.gov]; The Stafford Disaster and Emergency Assistance Act is a federal law that guides disaster response in the USA. [Source: www.ncbi.nlm.nih.gov] 2012-12-31: The US Federal Emergency Management Agency (FEMA) is the primary organization for preparedness and response to federal level disasters in the United States. [Source]; FEMA has an entire website devoted to disaster preparedness and response. [Source]; The United States National Weather Service issues warnings and alerts for natural disasters. [Source]; Emergency operations planning is crucial in advance of a disaster event. [Source];']"}
+{"batch_x": [275690496.0, 230807408.0, 199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0], "batch_y": [434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0], "batch_x_timestamps_datetime64_ns": [1341100800000000000, 1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000], "batch_y_timestamps_datetime64_ns": [1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.001369863050058484], [-0.5, -0.1666666716337204, -0.5, 0.08356164395809174], [-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2013-02-18: The United States Government has established a system to prevent, prepare for, respond to, and recover from terrorist attacks, major disasters, and other emergencies. [Source: delcopa.gov] 2013-02-11: The County Emergency Management Coordinator in Lampasas County, Texas provides an Action Checklist for items to do before a disaster. [Source]; The EFSP Website is a collaborative effort between various organizations, including the Federal Emergency Management Agency (FEMA), to provide disaster relief. [Source]; The NJ Department of Community Affairs has a Sandy Recovery Division that provides housing assistance for displaced residents and rebuilding guidance for property owners. [Source] 2013-02-04: The United States has various awareness events and initiatives to promote disaster preparedness and emergency management, such as Lightning Awareness Week and America Saves - Emergency Disaster Budget. [Source: dem.nv.gov]; Harborview Medical Center in Seattle is a disaster preparedness and disaster control hospital for Seattle and King County. [Source: www.uwmedicine.org]; The Centre County Emergency Management Agency in Pennsylvania aims to reduce the vulnerability of citizens and communities to damage or loss of life and property in a disaster situation. [Source: www.centrecountypa.gov]; The Utah State Tax Commission provides disaster tax relief following the Internal Revenue Service's (IRS) guidelines. [Source: tax.utah.gov] 2013-01-28: The Robert T. Stafford Disaster Relief and Emergency Assistance Act authorizes the President (FEMA per Executive Order 12673) to provide assistance in emergency situations. [Source]; The Federal Emergency Management Agency (FEMA) and the U.S. Department of Homeland Security were established in response to historical events. [Source]; The U.S. Small Business Administration offers economic injury disaster loans to certain businesses in affected areas. [Source];\"\n \"Available facts are as follows: 2013-02-18: The United States Government has established a system to prevent, prepare for, respond to, and recover from terrorist attacks, major disasters, and other emergencies. [Source: delcopa.gov] 2013-02-11: The County Emergency Management Coordinator in Lampasas County, Texas provides an Action Checklist for items to do before a disaster. [Source]; The EFSP Website is a collaborative effort between various organizations, including the Federal Emergency Management Agency (FEMA), to provide disaster relief. [Source]; The NJ Department of Community Affairs has a Sandy Recovery Division that provides housing assistance for displaced residents and rebuilding guidance for property owners. [Source] 2013-02-04: The United States has various awareness events and initiatives to promote disaster preparedness and emergency management, such as Lightning Awareness Week and America Saves - Emergency Disaster Budget. [Source: dem.nv.gov]; Harborview Medical Center in Seattle is a disaster preparedness and disaster control hospital for Seattle and King County. [Source: www.uwmedicine.org]; The Centre County Emergency Management Agency in Pennsylvania aims to reduce the vulnerability of citizens and communities to damage or loss of life and property in a disaster situation. [Source: www.centrecountypa.gov]; The Utah State Tax Commission provides disaster tax relief following the Internal Revenue Service's (IRS) guidelines. [Source: tax.utah.gov] 2013-01-28: The Robert T. Stafford Disaster Relief and Emergency Assistance Act authorizes the President (FEMA per Executive Order 12673) to provide assistance in emergency situations. [Source]; The Federal Emergency Management Agency (FEMA) and the U.S. Department of Homeland Security were established in response to historical events. [Source]; The U.S. Small Business Administration offers economic injury disaster loans to certain businesses in affected areas. [Source];\"]"}
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[Source: www.federalreserve.gov]; The U.S. Army Corps of Engineers plays a primary role in disaster response missions under the National Response Framework. [Source: www.mvn.usace.army.mil]; Washington State is susceptible to various natural disasters, and preparedness is crucial to mitigate the impact of these events. [Source: www.co.cowlitz.wa.us] 2013-03-18: The US Department of Defense has a Federal Response Plan for emergency public works and engineering assistance following disasters. [Source]; The Governor of Washington state has issued a directive to ensure coordination among agencies during disasters and emergencies. [Source]; The National Guard is participating in disaster response exercises to test their ability to coordinate with other agencies. [Source]; The Emergency Management Assistance Compact (EMAC) allows states to request assistance from other states during disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) has reservists who can be deployed to support disaster response efforts. [Source] 2013-03-11: The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) authorizes the President to provide assistance to State and local governments to support emergency preparedness and response. [Source]; The Texas Animal Health Commission (TAHC) is the state\\'s lead agency for all animal issues in disasters and emergencies. [Source]; The Medical Reserve Corps has over 200,000 volunteers in more than 950 registered units covering over 70% of the United States, representing a critically important cadre of responders in emergency situations. [Source] 2013-03-04: The United States has a system in place for emergency relief programs, where states can apply for funding within two calendar years of a disaster. [Source]; A 2004 report gave the U.S. public warning and emergency systems a \"failing grade\". [Source];'\n 'Available facts are as follows: 2013-03-25: The United States experiences various natural disasters and emergencies, which can lead to major disaster or emergency declarations by the federal government. [Source: www.federalreserve.gov]; The U.S. Army Corps of Engineers plays a primary role in disaster response missions under the National Response Framework. [Source: www.mvn.usace.army.mil]; Washington State is susceptible to various natural disasters, and preparedness is crucial to mitigate the impact of these events. [Source: www.co.cowlitz.wa.us] 2013-03-18: The US Department of Defense has a Federal Response Plan for emergency public works and engineering assistance following disasters. [Source]; The Governor of Washington state has issued a directive to ensure coordination among agencies during disasters and emergencies. [Source]; The National Guard is participating in disaster response exercises to test their ability to coordinate with other agencies. [Source]; The Emergency Management Assistance Compact (EMAC) allows states to request assistance from other states during disasters and emergencies. [Source]; The Federal Emergency Management Agency (FEMA) has reservists who can be deployed to support disaster response efforts. [Source] 2013-03-11: The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) authorizes the President to provide assistance to State and local governments to support emergency preparedness and response. [Source]; The Texas Animal Health Commission (TAHC) is the state\\'s lead agency for all animal issues in disasters and emergencies. [Source]; The Medical Reserve Corps has over 200,000 volunteers in more than 950 registered units covering over 70% of the United States, representing a critically important cadre of responders in emergency situations. [Source] 2013-03-04: The United States has a system in place for emergency relief programs, where states can apply for funding within two calendar years of a disaster. [Source]; A 2004 report gave the U.S. public warning and emergency systems a \"failing grade\". [Source];']"}
+{"batch_x": [199827792.0, 390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0], "batch_y": [513908768.0, 482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0, 251718608.0, 342495104.0], "batch_x_timestamps_datetime64_ns": [1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000], "batch_y_timestamps_datetime64_ns": [1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484]], "batch_text": "['Available facts are as follows: 2013-04-22: The Stafford Act is a federal law that provides disaster relief and emergency assistance to affected areas in the United States. [Source]; The Episcopal Relief & Development organization provides resources and training to help communities prepare for disasters and respond to emergency situations in the United States. [Source]; FEMA deployed 16 Mobile Communications Office Vehicles and 34 personnel and vehicles from Mobile Emergency Response Support during Superstorm Sandy recovery efforts. [Source]; Flooding is the 2013-04-15: There is no direct mention of climate-related information in the provided search results. The results primarily focus on emergency management, disaster response, and preparedness. [Source] 2013-04-08: The United States Department of Commerce and the National Weather Service emphasize the importance of personal disaster preparedness, including creating a disaster supplies kit and staying informed about emergency situations. [Source]; The United States government has taken steps to modernize the National Disaster Medical System and improve emergency preparedness, including the passage of Public Law 113-5. [Source] 2013-04-01: The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) is a federal law that provides assistance to states and local governments during disasters and emergencies. [Source]; The National Response Team provides training to stakeholders, first responders, and emergency managers on disaster response and relief efforts. [Source];'\n 'Available facts are as follows: 2013-04-22: The Stafford Act is a federal law that provides disaster relief and emergency assistance to affected areas in the United States. [Source]; The Episcopal Relief & Development organization provides resources and training to help communities prepare for disasters and respond to emergency situations in the United States. [Source]; FEMA deployed 16 Mobile Communications Office Vehicles and 34 personnel and vehicles from Mobile Emergency Response Support during Superstorm Sandy recovery efforts. [Source]; Flooding is the 2013-04-15: There is no direct mention of climate-related information in the provided search results. The results primarily focus on emergency management, disaster response, and preparedness. [Source] 2013-04-08: The United States Department of Commerce and the National Weather Service emphasize the importance of personal disaster preparedness, including creating a disaster supplies kit and staying informed about emergency situations. [Source]; The United States government has taken steps to modernize the National Disaster Medical System and improve emergency preparedness, including the passage of Public Law 113-5. [Source] 2013-04-01: The Stafford Disaster Relief and Emergency Assistance Act (Stafford Act) is a federal law that provides assistance to states and local governments during disasters and emergencies. [Source]; The National Response Team provides training to stakeholders, first responders, and emergency managers on disaster response and relief efforts. [Source];']"}
+{"batch_x": [390920096.0, 425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0], "batch_y": [482815936.0, 417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0, 251718608.0, 342495104.0, 420205440.0], "batch_x_timestamps_datetime64_ns": [1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000], "batch_y_timestamps_datetime64_ns": [1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.250684916973114], [-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2013-05-20: The United States has experienced various disasters, including hurricanes, tornadoes, and flooding, which have resulted in significant loss of life and property damage. [Source: www.cdc.gov, www.savethechildren.org] 2013-05-13: The American Red Cross responds to an emergency every 8 minutes, and donations will benefit Red Cross Disaster Relief, including wildfires in Hawaii. [Source: www.redcross.org]; Floods are the most common and widespread of all natural disasters, and most communities in the United States have experienced some kind of flooding. [Source: uwm.edu] 2013-05-06: The United States has experienced severe disasters, including hurricanes, which have resulted in significant damage and loss of life. [Source: www.brookings.edu] 2013-04-29: The Stafford Disaster Relief and Emergency Assistance Act states that all requests for a declaration by the President that a major disaster exists shall be made by the Governor of the affected state. [Source: www.fema.gov]; The Centers for Disease Control (CDC) in the United States (US) tracks and reports on disasters and mass casualty incidents. [Source: www.ncbi.nlm.nih.gov]; The National Guard plays a role in responding to natural and man-made disasters in the United States. [Source: www.nationalguard.mil]; The Office of Emergency Management (OEM) leads periodic reviews of the Citywide Strategic Plan (CSP) for disaster response in New York City. [Source: www.nyc.gov];'\n 'Available facts are as follows: 2013-05-20: The United States has experienced various disasters, including hurricanes, tornadoes, and flooding, which have resulted in significant loss of life and property damage. [Source: www.cdc.gov, www.savethechildren.org] 2013-05-13: The American Red Cross responds to an emergency every 8 minutes, and donations will benefit Red Cross Disaster Relief, including wildfires in Hawaii. [Source: www.redcross.org]; Floods are the most common and widespread of all natural disasters, and most communities in the United States have experienced some kind of flooding. [Source: uwm.edu] 2013-05-06: The United States has experienced severe disasters, including hurricanes, which have resulted in significant damage and loss of life. [Source: www.brookings.edu] 2013-04-29: The Stafford Disaster Relief and Emergency Assistance Act states that all requests for a declaration by the President that a major disaster exists shall be made by the Governor of the affected state. [Source: www.fema.gov]; The Centers for Disease Control (CDC) in the United States (US) tracks and reports on disasters and mass casualty incidents. [Source: www.ncbi.nlm.nih.gov]; The National Guard plays a role in responding to natural and man-made disasters in the United States. [Source: www.nationalguard.mil]; The Office of Emergency Management (OEM) leads periodic reviews of the Citywide Strategic Plan (CSP) for disaster response in New York City. [Source: www.nyc.gov];']"}
+{"batch_x": [425175744.0, 1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0], "batch_y": [417238368.0, 467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0, 251718608.0, 342495104.0, 420205440.0, 478119712.0], "batch_x_timestamps_datetime64_ns": [1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000], "batch_y_timestamps_datetime64_ns": [1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.33561643958091736], [-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257]], "batch_text": "['Available facts are as follows: 2013-06-24: The California Governor\\'s Office of Emergency Services provides resources for disaster mitigation, preparedness, response, and recovery, including training for state and local government agencies. [Source: www.caloes.ca.gov]; The U.S. Army Corps of Engineers and the Federal Emergency Management Agency have worked collaboratively to maintain a Remedial Action Plan for disaster response. [Source: www.usace.army.mil]; The U.S. Department of Agriculture\\'s Farm Service Agency provides emergency loans to farmers affected by disasters. [Source: dem.nv.gov] 2013-06-17: The Chernobyl nuclear power plant accident occurred on April 26, 1986, and was a sudden surge of power during a reactor test. [Source: www.nrc.gov]; The U.S. Army Corps of Engineers conducts emergency response exercises to prepare for national disasters and emergencies. [Source: www.nad.usace.army.mil]; Federal, State, local, and tribal emergency plans identify procedures for communicating during and after a nuclear power plant incident. [Source: www.fema.gov]; The U.S. Department of the Interior has cost reimbursement procedures for managing and coordinating efforts to respond to national disasters and emergencies. [Source: www.doi.gov]; The U.S. Department of Education provides guides for developing high-quality school emergency operations plans. [Source: www.fema.gov]; Fire departments and emergency services focus on reducing risk through prevention, education, and disaster preparedness. [Source: www.olympiawa.gov]; The U.S. Department of Defense and international partners participate in joint disaster relief exercises to improve response and coordination. [Source: www.army.mil]; State and local agencies have disaster recovery information and emergency preparedness plans in place. [Source: www.sos.la.gov] 2013-06-10: The term \"community resilience\" is relatively new to emergency preparedness, but emerging operational frameworks embrace many of its core components. [Source: www.ncbi.nlm.nih.gov] 2013-06-03: The U.S. Army Corps of Engineers has an Emergency Operations office that focuses on flood control, national response framework, and infrastructure assessment to mitigate disaster risk. [Source: www.usace.army.mil]; The Federal Highway Administration has guidelines for special permits during periods of national emergency or major disaster declared by the President. [Source: www.fhwa.dot.gov]; The City of Tacoma has a Comprehensive Emergency Management Plan to guide city officials and community representatives during a major emergency or disaster. [Source: www.cityoftacoma.org]; The U.S. Department of Education provides a guide for developing high-quality emergency operations plans for schools. [Source: www.dhs.gov]; The Community Emergency Response Team (CERT) is a federal program aimed at equipping communities to respond to disasters before emergency responders arrive. [Source: www.cityoftacoma.org];'\n 'Available facts are as follows: 2013-06-24: The California Governor\\'s Office of Emergency Services provides resources for disaster mitigation, preparedness, response, and recovery, including training for state and local government agencies. [Source: www.caloes.ca.gov]; The U.S. Army Corps of Engineers and the Federal Emergency Management Agency have worked collaboratively to maintain a Remedial Action Plan for disaster response. [Source: www.usace.army.mil]; The U.S. Department of Agriculture\\'s Farm Service Agency provides emergency loans to farmers affected by disasters. [Source: dem.nv.gov] 2013-06-17: The Chernobyl nuclear power plant accident occurred on April 26, 1986, and was a sudden surge of power during a reactor test. [Source: www.nrc.gov]; The U.S. Army Corps of Engineers conducts emergency response exercises to prepare for national disasters and emergencies. [Source: www.nad.usace.army.mil]; Federal, State, local, and tribal emergency plans identify procedures for communicating during and after a nuclear power plant incident. [Source: www.fema.gov]; The U.S. Department of the Interior has cost reimbursement procedures for managing and coordinating efforts to respond to national disasters and emergencies. [Source: www.doi.gov]; The U.S. Department of Education provides guides for developing high-quality school emergency operations plans. [Source: www.fema.gov]; Fire departments and emergency services focus on reducing risk through prevention, education, and disaster preparedness. [Source: www.olympiawa.gov]; The U.S. Department of Defense and international partners participate in joint disaster relief exercises to improve response and coordination. [Source: www.army.mil]; State and local agencies have disaster recovery information and emergency preparedness plans in place. [Source: www.sos.la.gov] 2013-06-10: The term \"community resilience\" is relatively new to emergency preparedness, but emerging operational frameworks embrace many of its core components. [Source: www.ncbi.nlm.nih.gov] 2013-06-03: The U.S. Army Corps of Engineers has an Emergency Operations office that focuses on flood control, national response framework, and infrastructure assessment to mitigate disaster risk. [Source: www.usace.army.mil]; The Federal Highway Administration has guidelines for special permits during periods of national emergency or major disaster declared by the President. [Source: www.fhwa.dot.gov]; The City of Tacoma has a Comprehensive Emergency Management Plan to guide city officials and community representatives during a major emergency or disaster. [Source: www.cityoftacoma.org]; The U.S. Department of Education provides a guide for developing high-quality emergency operations plans for schools. [Source: www.dhs.gov]; The Community Emergency Response Team (CERT) is a federal program aimed at equipping communities to respond to disasters before emergency responders arrive. [Source: www.cityoftacoma.org];']"}
+{"batch_x": [1166233216.0, 1154300416.0, 343375552.0, 434795648.0, 1857509248.0, 513908768.0, 482815936.0, 417238368.0], "batch_y": [467431392.0, 473160480.0, 212735264.0, 600629248.0, 152329232.0, 213145552.0, 322886816.0, 251718608.0, 342495104.0, 420205440.0, 478119712.0, 466652544.0], "batch_x_timestamps_datetime64_ns": [1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000], "batch_y_timestamps_datetime64_ns": [1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, -0.3333333432674408, -0.5, -0.5], [-0.5, 0.1666666716337204, -0.5, -0.41506850719451904], [-0.5, 0.1666666716337204, -0.5, -0.3383561670780182], [-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.25342464447021484], [-0.5, -0.1666666716337204, -0.5, -0.17123287916183472], [-0.5, 0.3333333432674408, -0.5, -0.08630137145519257], [-0.5, -0.5, -0.5, -0.004109588917344809], [-0.5, 0.0, -0.5, 0.0808219164609909], [-0.5, 0.5, -0.5, 0.16575342416763306], [-0.5, -0.3333333432674408, -0.5, 0.24794520437717438], [-0.5, 0.1666666716337204, -0.5, 0.33287671208381653], [-0.5, 0.5, -0.5, 0.41506850719451904], [-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.3333333432674408, -0.5, -0.3383561670780182], [-0.5, -0.3333333432674408, -0.5, -0.25342464447021484], [-0.5, 0.0, -0.5, -0.17123287916183472], [-0.5, 0.5, -0.5, -0.08630137145519257], [-0.5, -0.3333333432674408, -0.5, -0.004109588917344809]], "batch_text": "[\"Available facts are as follows: 2013-07-22: The United States Federal Emergency Management Agency (FEMA) provides resources and training for emergency preparedness and disaster response. [Source: www.ready.gov]; The National Center for Disaster Preparedness (NCDP) at Columbia University offers training on economic and housing disaster recovery. [Source: ncdp.columbia.edu] 2013-07-15: Flash floods are the 2013-07-08: The USAID supports interventions including emergency food assistance in Yemen, a country facing a crisis. [Source: www.usaid.gov]; The American Red Cross did not have an efficient way to process and respond to disasters in the past. [Source: www.redcross.org]; The U.S. Department of Homeland Security's Federal Emergency Management Agency (FEMA) plays a role in disaster relief and response. [Source: www.dhs.gov]; The Federal Emergency Management Agency (FEMA) issues notices of major disaster declarations, such as the one for the State of Oklahoma. [Source: www.federalregister.gov]; The San Francisco General Hospital and Trauma Center responds to regional emergencies and disasters. [Source: www.ucsf.edu]; The Burlington County Office of Emergency Management is involved in the All Hazards Mitigation Plan. [Source: www.co.burlington.nj.us]; The State Emergency Registry of Volunteers for South Dakota (SERV SD) is a website for volunteers to register in case of an event or disaster. [Source: volunteers.sd.gov]; FEMA offers training courses, such as IS-915, on protecting critical infrastructure against insider threats. [Source: training.fema.gov]; The Gartrell Group provides mapping support in the wake of major natural and human-caused disasters. [Source: www.gartrellgroup.com]; The U.S. Navy partners with the Republic of the Marshall Islands (RMI) and U.S. agencies in drought relief efforts. [Source: mh.usembassy.gov] 2013-07-01: The State Health Officer and/or the Governor of Louisiana have the authority to respond to emergency/disaster situations through the State EOC as part of the Emergency Support Function. [Source: ldh.la.gov]; The UCSD EMS Fellowship provides training in emergency medicine and disaster response for physicians licensed in the US. [Source: emergencymed.ucsd.edu]; The California Governor's Office of Emergency Services (Cal OES) has a history of responding to emergencies and disasters in the state. [Source: www.caloes.ca.gov]; The Navy-Marine Corps Relief Society (NMCRS) provides disaster evacuation assistance to those affected by base-wide evacuations. [Source: www.nmcrs.org]; The United States, through USAID's Office of Foreign Disaster Assistance (OFDA), facilitates and coordinates U.S. government emergency response efforts in the Caribbean region. [Source: www.brookings.edu]; The State of New Jersey has a Drinking Water State Revolving Fund that provides emergency financing for disaster relief projects. [Source: www.nj.gov]; Michigan state law authorizes the governor to deploy the National Guard in response to disasters, crises, or catastrophes. [Source: www.legislature.mi.gov]; Porter County, Indiana has an Emergency Management department that provides information on emergency preparedness and response. [Source: www.porterco.org]; The Louisiana Oil Spill Response organization (LOSCO) is responsible for state government management of emergencies and disasters related to oil spills. [Source: www.losco.state.la.us];\"\n \"Available facts are as follows: 2013-07-22: The United States Federal Emergency Management Agency (FEMA) provides resources and training for emergency preparedness and disaster response. [Source: www.ready.gov]; The National Center for Disaster Preparedness (NCDP) at Columbia University offers training on economic and housing disaster recovery. [Source: ncdp.columbia.edu] 2013-07-15: Flash floods are the 2013-07-08: The USAID supports interventions including emergency food assistance in Yemen, a country facing a crisis. [Source: www.usaid.gov]; The American Red Cross did not have an efficient way to process and respond to disasters in the past. [Source: www.redcross.org]; The U.S. Department of Homeland Security's Federal Emergency Management Agency (FEMA) plays a role in disaster relief and response. [Source: www.dhs.gov]; The Federal Emergency Management Agency (FEMA) issues notices of major disaster declarations, such as the one for the State of Oklahoma. [Source: www.federalregister.gov]; The San Francisco General Hospital and Trauma Center responds to regional emergencies and disasters. [Source: www.ucsf.edu]; The Burlington County Office of Emergency Management is involved in the All Hazards Mitigation Plan. [Source: www.co.burlington.nj.us]; The State Emergency Registry of Volunteers for South Dakota (SERV SD) is a website for volunteers to register in case of an event or disaster. [Source: volunteers.sd.gov]; FEMA offers training courses, such as IS-915, on protecting critical infrastructure against insider threats. [Source: training.fema.gov]; The Gartrell Group provides mapping support in the wake of major natural and human-caused disasters. [Source: www.gartrellgroup.com]; The U.S. Navy partners with the Republic of the Marshall Islands (RMI) and U.S. agencies in drought relief efforts. [Source: mh.usembassy.gov] 2013-07-01: The State Health Officer and/or the Governor of Louisiana have the authority to respond to emergency/disaster situations through the State EOC as part of the Emergency Support Function. [Source: ldh.la.gov]; The UCSD EMS Fellowship provides training in emergency medicine and disaster response for physicians licensed in the US. [Source: emergencymed.ucsd.edu]; The California Governor's Office of Emergency Services (Cal OES) has a history of responding to emergencies and disasters in the state. [Source: www.caloes.ca.gov]; The Navy-Marine Corps Relief Society (NMCRS) provides disaster evacuation assistance to those affected by base-wide evacuations. [Source: www.nmcrs.org]; The United States, through USAID's Office of Foreign Disaster Assistance (OFDA), facilitates and coordinates U.S. government emergency response efforts in the Caribbean region. [Source: www.brookings.edu]; The State of New Jersey has a Drinking Water State Revolving Fund that provides emergency financing for disaster relief projects. [Source: www.nj.gov]; Michigan state law authorizes the governor to deploy the National Guard in response to disasters, crises, or catastrophes. [Source: www.legislature.mi.gov]; Porter County, Indiana has an Emergency Management department that provides information on emergency preparedness and response. [Source: www.porterco.org]; The Louisiana Oil Spill Response organization (LOSCO) is responsible for state government management of emergencies and disasters related to oil spills. [Source: www.losco.state.la.us];\"]"}