diff --git "a/data/unadj_unemploymentrate_all_processed_predLen_8/test.jsonl" "b/data/unadj_unemploymentrate_all_processed_predLen_8/test.jsonl"
--- "a/data/unadj_unemploymentrate_all_processed_predLen_8/test.jsonl"
+++ "b/data/unadj_unemploymentrate_all_processed_predLen_8/test.jsonl"
@@ -1,160 +1,160 @@
-{"batch_x": [9.100000381469727, 9.699999809265137, 9.699999809265137, 9.600000381469727, 9.5, 9.5, 9.399999618530273, 9.699999809265137], "batch_y": [10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5], "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]], "batch_text": "['Available facts are as follows: 2009-12-21: The unemployment rate in the United States has been a significant concern, with rates varying by state and occupational group. [Source: www.bls.gov, www.ibrc.indiana.edu, globaledge.msu.edu] 2009-12-14: The US unemployment rate declined from 10.2% to 10% in November 2009. [Source: carnegieendowment.org]; The number of unemployed in the Euro area reached 15.6 million in November 2009. [Source: carnegieendowment.org]; The Canadian unemployment rate adjusted to U.S. concepts was 7.5% in December 2009, up 2.1% from the previous year. [Source: www150.statcan.gc.ca]; The U.S. unemployment rate was 9.7% in January 2009. [Source: www.driveasphalt.org] 2009-12-07: The unemployment rate in the United States in November 2009 was 10.0 percent, with 15.4 million unemployed persons. [Source: www.bls.gov] 2009-11-30: Historically, the jobless rate for blacks has been at least twice that for whites, whereas the unemployment rate for Hispanics has hovered between the two. [Source: www.bls.gov]; The number of U.S. households unable to put adequate food on the table increased sharply during the latest recession, reaching the highest level recorded since 1995. [Source: www.ers.usda.gov]; Many people lack food because they lack money, because they have no job, indicating a strong correlation between unemployment and poverty. [Source: www.morningsidecenter.org];'\n 'Available facts are as follows: 2009-12-21: The unemployment rate in the United States has been a significant concern, with rates varying by state and occupational group. [Source: www.bls.gov, www.ibrc.indiana.edu, globaledge.msu.edu] 2009-12-14: The US unemployment rate declined from 10.2% to 10% in November 2009. [Source: carnegieendowment.org]; The number of unemployed in the Euro area reached 15.6 million in November 2009. [Source: carnegieendowment.org]; The Canadian unemployment rate adjusted to U.S. concepts was 7.5% in December 2009, up 2.1% from the previous year. [Source: www150.statcan.gc.ca]; The U.S. unemployment rate was 9.7% in January 2009. [Source: www.driveasphalt.org] 2009-12-07: The unemployment rate in the United States in November 2009 was 10.0 percent, with 15.4 million unemployed persons. [Source: www.bls.gov] 2009-11-30: Historically, the jobless rate for blacks has been at least twice that for whites, whereas the unemployment rate for Hispanics has hovered between the two. [Source: www.bls.gov]; The number of U.S. households unable to put adequate food on the table increased sharply during the latest recession, reaching the highest level recorded since 1995. [Source: www.ers.usda.gov]; Many people lack food because they lack money, because they have no job, indicating a strong correlation between unemployment and poverty. [Source: www.morningsidecenter.org];']"}
-{"batch_x": [9.699999809265137, 9.699999809265137, 9.600000381469727, 9.5, 9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727], "batch_y": [10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137], "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]], "batch_text": "[\"Available facts are as follows: 2010-01-25: The unemployment rate increased in the United States from December 2008 to December 2009, with a substantial share of the total increase in unemployment attributed to rising unemployment in the US and Spain. [Source: bls.gov, webapps.ilo.org]; The global unemployment rate reached its highest level on record in 2009, with a projected regional unemployment rate of 8.9% in 2010. [Source: ilo.org]; The US Department of Labor's FY 2025 budget includes State Unemployment Insurance and Employment Service. [Source: dol.gov] 2010-01-18: The United States experienced an increase in import and export prices in 2009, with import prices increasing by 8.6% and export prices rising by 3.4%. [Source: www.bls.gov]; The recession that began in December 2007 pushed the unemployment rate to a peak of 10.2% in October 2009. [Source: www.migrationpolicy.org] 2010-01-11: Unemployment rates in the United States were higher in 2009, with a long-term unemployment rate in December 2009 [Source: www.bls.gov]. The labor market is more flexible in the US, but workers have traditionally enjoyed higher employment rates than their counterparts in other countries [Source: www.imf.org]. 2010-01-04: The unemployment rate in the United States was 10.0% in December 2009, with nonfarm payroll employment edging down by 85,000. [Source: www.bls.gov]; The work-experience unemployment rate in 2008 was reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; The number of unemployed in Arizona was 110,924 in 1999, with an unemployment rate of 4.5%. [Source: des.az.gov];\"\n \"Available facts are as follows: 2010-01-25: The unemployment rate increased in the United States from December 2008 to December 2009, with a substantial share of the total increase in unemployment attributed to rising unemployment in the US and Spain. [Source: bls.gov, webapps.ilo.org]; The global unemployment rate reached its highest level on record in 2009, with a projected regional unemployment rate of 8.9% in 2010. [Source: ilo.org]; The US Department of Labor's FY 2025 budget includes State Unemployment Insurance and Employment Service. [Source: dol.gov] 2010-01-18: The United States experienced an increase in import and export prices in 2009, with import prices increasing by 8.6% and export prices rising by 3.4%. [Source: www.bls.gov]; The recession that began in December 2007 pushed the unemployment rate to a peak of 10.2% in October 2009. [Source: www.migrationpolicy.org] 2010-01-11: Unemployment rates in the United States were higher in 2009, with a long-term unemployment rate in December 2009 [Source: www.bls.gov]. The labor market is more flexible in the US, but workers have traditionally enjoyed higher employment rates than their counterparts in other countries [Source: www.imf.org]. 2010-01-04: The unemployment rate in the United States was 10.0% in December 2009, with nonfarm payroll employment edging down by 85,000. [Source: www.bls.gov]; The work-experience unemployment rate in 2008 was reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; The number of unemployed in Arizona was 110,924 in 1999, with an unemployment rate of 4.5%. [Source: des.az.gov];\"]"}
-{"batch_x": [9.699999809265137, 9.600000381469727, 9.5, 9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273], "batch_y": [10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0], "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]], "batch_text": "[\"Available facts are as follows: 2010-02-22: The unemployment rate has been increasing in many states, with Nevada seeing a 168% increase in caseloads [Source: www.cbpp.org]. The estimated average employer contribution rates vary by state, with data reported in the Unemployment Insurance Data Base (UIDB) [Source: oui.doleta.gov]. 2010-02-15: The unemployment rate in the United States fell by 0.3 percentage point to 9.7% in January 2010, with 14.8 million unemployed persons. [Source: www.bls.gov]; The national unemployment rate remained at 10.0% for three months ending the fourth quarter of 2009. [Source: www.anaheim.net] 2010-02-08: Objective facts about the Economics situation:Nevada's unemployment rate is 13 percent, the second highest in the nation, with over 140,000 Nevadans having lost their jobs. [Source: www.leg.state.nv.us]The national unemployment rate in the United States is high, with some states having higher employment levels in certain industries. [Source: www.bls.gov]The net replacement rate in unemployment in the United States is around 13-14%. [Source: stats.oecd.org] 2010-02-01: The U.S. Bureau of Labor Statistics provides official data on national unemployment rates and state & local employment data. [Source: www.bls.gov]; Okun's law exhibits structural instability in both the U.S. and Canada, with the sensitivity of the unemployment rate to movements in output growth increasing recently. [Source: publications.gc.ca]; The U.S. unemployment rate jumped to 8.9 percent in 2009. [Source: www.jonesday.com]; Under existing federal law, states can use a Total Unemployment Rate (TUR) to calculate unemployment benefits. [Source: iwpr.org];\"\n \"Available facts are as follows: 2010-02-22: The unemployment rate has been increasing in many states, with Nevada seeing a 168% increase in caseloads [Source: www.cbpp.org]. The estimated average employer contribution rates vary by state, with data reported in the Unemployment Insurance Data Base (UIDB) [Source: oui.doleta.gov]. 2010-02-15: The unemployment rate in the United States fell by 0.3 percentage point to 9.7% in January 2010, with 14.8 million unemployed persons. [Source: www.bls.gov]; The national unemployment rate remained at 10.0% for three months ending the fourth quarter of 2009. [Source: www.anaheim.net] 2010-02-08: Objective facts about the Economics situation:Nevada's unemployment rate is 13 percent, the second highest in the nation, with over 140,000 Nevadans having lost their jobs. [Source: www.leg.state.nv.us]The national unemployment rate in the United States is high, with some states having higher employment levels in certain industries. [Source: www.bls.gov]The net replacement rate in unemployment in the United States is around 13-14%. [Source: stats.oecd.org] 2010-02-01: The U.S. Bureau of Labor Statistics provides official data on national unemployment rates and state & local employment data. [Source: www.bls.gov]; Okun's law exhibits structural instability in both the U.S. and Canada, with the sensitivity of the unemployment rate to movements in output growth increasing recently. [Source: publications.gc.ca]; The U.S. unemployment rate jumped to 8.9 percent in 2009. [Source: www.jonesday.com]; Under existing federal law, states can use a Total Unemployment Rate (TUR) to calculate unemployment benefits. [Source: iwpr.org];\"]"}
-{"batch_x": [9.600000381469727, 9.5, 9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137], "batch_y": [9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863], "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]], "batch_text": "[\"Available facts are as follows: 2010-03-22: The unemployment rate of the foreign born was 9.7% in 2009, according to the Bureau of Labor Statistics. [Source]; The unemployment rate for white individuals in the labor force was 8.8% in 2010, according to the U.S. Department of Labor, Bureau of Labor Statistics. [Source]; Philadelphia's unemployment rate averaged 10.3 percent in 2009, up from 7.2 percent in 2008, according to The Pew Charitable Trusts. [Source] 2010-03-15: The unemployment rate in Pennsylvania was 8.1% in 2009, with a total of 544,100 unemployed individuals. [Source: www.workstats.dli.pa.gov]; The national unemployment rate in the United States was reported, with no specific rate provided. [Source: www.bls.gov]; The unemployment rate in the Netherlands was 5.2% in 2010. [Source: 2009-2017.state.gov] 2010-03-08: In February 2010, the number of unemployed persons in the US was 14.9 million, and the unemployment rate remained at 9.7%. [Source: www.bls.gov] 2010-03-01: The U.S. jobless rate jumped by 3.5 percentage points from the prior year to 9.3 percent in 2009. [Source: www.bls.gov]; The national employment-population ratio fell by 2.9 points to a certain level in 2009. [Source: www.bls.gov]; The unemployment rate for the United States has masked the depth of the unemployment problem within the African American community. [Source: www.jec.senate.gov]; By mid-2008, metro and nonmetro unemployment rates were just over a certain level. [Source: www.ers.usda.gov]; Construction industry unemployment actually jumped to 25 percent in January 2010. [Source: www.americanprogress.org]; The current rate of unemployment in the United States is above 9% and does not show any sign of reduction. [Source: arxiv.org];\"\n \"Available facts are as follows: 2010-03-22: The unemployment rate of the foreign born was 9.7% in 2009, according to the Bureau of Labor Statistics. [Source]; The unemployment rate for white individuals in the labor force was 8.8% in 2010, according to the U.S. Department of Labor, Bureau of Labor Statistics. [Source]; Philadelphia's unemployment rate averaged 10.3 percent in 2009, up from 7.2 percent in 2008, according to The Pew Charitable Trusts. [Source] 2010-03-15: The unemployment rate in Pennsylvania was 8.1% in 2009, with a total of 544,100 unemployed individuals. [Source: www.workstats.dli.pa.gov]; The national unemployment rate in the United States was reported, with no specific rate provided. [Source: www.bls.gov]; The unemployment rate in the Netherlands was 5.2% in 2010. [Source: 2009-2017.state.gov] 2010-03-08: In February 2010, the number of unemployed persons in the US was 14.9 million, and the unemployment rate remained at 9.7%. [Source: www.bls.gov] 2010-03-01: The U.S. jobless rate jumped by 3.5 percentage points from the prior year to 9.3 percent in 2009. [Source: www.bls.gov]; The national employment-population ratio fell by 2.9 points to a certain level in 2009. [Source: www.bls.gov]; The unemployment rate for the United States has masked the depth of the unemployment problem within the African American community. [Source: www.jec.senate.gov]; By mid-2008, metro and nonmetro unemployment rates were just over a certain level. [Source: www.ers.usda.gov]; Construction industry unemployment actually jumped to 25 percent in January 2010. [Source: www.americanprogress.org]; The current rate of unemployment in the United States is above 9% and does not show any sign of reduction. [Source: arxiv.org];\"]"}
-{"batch_x": [9.5, 9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5], "batch_y": [9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727], "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]], "batch_text": "['Available facts are as follows: 2010-04-19: The U.S. Census Bureau surveys approximately 50,000 households monthly to collect employment, unemployment, earnings, hours of work, and other data. [Source: www.cdc.gov]; The OES program has wage data for all metropolitan and nonmetropolitan areas in the United States. [Source: www.bls.gov]; The national unemployment rate and state & local unemployment rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; China revalued its currency in 2005 in response to U.S. threats of a tariff on Chinese exports. [Source: www.epi.org] 2010-04-12: The national unemployment rate in the United States rose to 6% in the third quarter of 2008, with 9.4 million unemployed people. [Source: www.census.gov]; The unemployment rate as of December 2010 was 9.4%. [Source: www.fbi.gov]; The Consumer Price Index for All Urban Consumers (CPI-U) increased 2.3% over the last 12 months as of March 2010. [Source: www.bls.gov] 2010-04-05: In March 2010, the number of unemployed persons in the US was 15.0 million, and the unemployment rate remained at 9.7 percent. [Source: www.bls.gov] 2010-03-29: Objective facts about the Economics situation: The civilian unemployment rate in the US nearly doubled to 9.7% in 2010 from 5.0% in the previous interval. [Source: www.hamiltonproject.org]The employment-to-population ratio dropped to 58.6% in 2010. [Source: www.hamiltonproject.org]Michigan had the highest unemployment rate in the nation in 2010. [Source: www.kff.org]The unemployment rate in Canada experienced a larger increase during the previous two recessions compared to the US. [Source: www150.statcan.gc.ca];'\n 'Available facts are as follows: 2010-04-19: The U.S. Census Bureau surveys approximately 50,000 households monthly to collect employment, unemployment, earnings, hours of work, and other data. [Source: www.cdc.gov]; The OES program has wage data for all metropolitan and nonmetropolitan areas in the United States. [Source: www.bls.gov]; The national unemployment rate and state & local unemployment rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; China revalued its currency in 2005 in response to U.S. threats of a tariff on Chinese exports. [Source: www.epi.org] 2010-04-12: The national unemployment rate in the United States rose to 6% in the third quarter of 2008, with 9.4 million unemployed people. [Source: www.census.gov]; The unemployment rate as of December 2010 was 9.4%. [Source: www.fbi.gov]; The Consumer Price Index for All Urban Consumers (CPI-U) increased 2.3% over the last 12 months as of March 2010. [Source: www.bls.gov] 2010-04-05: In March 2010, the number of unemployed persons in the US was 15.0 million, and the unemployment rate remained at 9.7 percent. [Source: www.bls.gov] 2010-03-29: Objective facts about the Economics situation: The civilian unemployment rate in the US nearly doubled to 9.7% in 2010 from 5.0% in the previous interval. [Source: www.hamiltonproject.org]The employment-to-population ratio dropped to 58.6% in 2010. [Source: www.hamiltonproject.org]Michigan had the highest unemployment rate in the nation in 2010. [Source: www.kff.org]The unemployment rate in Canada experienced a larger increase during the previous two recessions compared to the US. [Source: www150.statcan.gc.ca];']"}
-{"batch_x": [9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863], "batch_y": [9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863], "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]], "batch_text": "['Available facts are as follows: 2010-05-24: The unemployment rate in the United States has risen significantly, with some cities experiencing rates as high as 16.3% (Bend, Oregon: 15.8%, Monroe, Michigan: 16.0%, Flint, Michigan: 16.3%). [Source: www.businessinsider.com] 2010-05-17: The national unemployment rate in the United States was reported by the Bureau of Labor Statistics (BLS) [Source: www.bls.gov].; Median wages for all occupations in the United States were $15.95 per hour in May 2009 [Source: www.bls.gov].; Highest and lowest mean hourly wages in May 2009 were reported by the BLS [Source: www.bls.gov].; The increase in unemployment in the United States has led to discussions of how to protect workers who lose their jobs from also losing entitlement to health insurance [Source: www.ssa.gov].; Historical, demographic, economic, and social data for the United States from 1790 to 2002 are available [Source: www.icpsr.umich.edu]. 2010-05-10: In April 2010, the number of unemployed persons was 15.3 million, and the unemployment rate edged up to 9.9 percent. [Source: www.bls.gov] 2010-05-03: As of May 2010, the national unemployment rate in the United States was around 11% [Source: obamawhitehouse.archives.gov]. The unemployment rate for American college students was 18.8% in March 2010 [Source: www.huntonak.com].;'\n 'Available facts are as follows: 2010-05-24: The unemployment rate in the United States has risen significantly, with some cities experiencing rates as high as 16.3% (Bend, Oregon: 15.8%, Monroe, Michigan: 16.0%, Flint, Michigan: 16.3%). [Source: www.businessinsider.com] 2010-05-17: The national unemployment rate in the United States was reported by the Bureau of Labor Statistics (BLS) [Source: www.bls.gov].; Median wages for all occupations in the United States were $15.95 per hour in May 2009 [Source: www.bls.gov].; Highest and lowest mean hourly wages in May 2009 were reported by the BLS [Source: www.bls.gov].; The increase in unemployment in the United States has led to discussions of how to protect workers who lose their jobs from also losing entitlement to health insurance [Source: www.ssa.gov].; Historical, demographic, economic, and social data for the United States from 1790 to 2002 are available [Source: www.icpsr.umich.edu]. 2010-05-10: In April 2010, the number of unemployed persons was 15.3 million, and the unemployment rate edged up to 9.9 percent. [Source: www.bls.gov] 2010-05-03: As of May 2010, the national unemployment rate in the United States was around 11% [Source: obamawhitehouse.archives.gov]. The unemployment rate for American college students was 18.8% in March 2010 [Source: www.huntonak.com].;']"}
-{"batch_x": [9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727], "batch_y": [9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5], "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]], "batch_text": "['Available facts are as follows: 2010-06-21: The unemployment rate in the United States was high in 2010, with a rate of 19% mentioned in one source. [Source: www.deq.ok.gov] 2010-06-14: As of 2010, the unemployment rate in the United States had an impact on motor vehicle traffic fatalities, with areas having lower unemployment rates experiencing smaller declines in fatalities. [Source: crashstats.nhtsa.dot.gov]; The American Recovery and Reinvestment Act (ARRA) provided $7 billion in federal monies to state unemployment programs as “incentive payments” for changing certain state unemployment compensation laws. [Source: crsreports.congress.gov]; In 2010, retail salespersons and cashiers were the two largest occupations in the United States, representing nearly 1 out of every 17 jobs. [Source: www.bls.gov] 2010-06-07: In May 2010, the number of unemployed persons in the United States was 15.0 million, and the unemployment rate edged down to 9.7 percent. [Source: www.bls.gov]; Since the start of the recession in December 2007, the United States has lost approximately 8 million jobs, while the available labor force has also grown. [Source: www.epi.org] 2010-05-31: The recent declines in summer employment rates among teens have been observed. [Source: www.bls.gov]; The national unemployment rate in the United States was 9.4% in May 2010. [Source: news.gallup.com]; The underemployment rate in the United States held steady at 19.1% in May 2010. [Source: news.gallup.com]; African Americans account for 22% of the unemployed in the United States, despite comprising 11% of the labor market. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate for African Americans was higher than the national average. [Source: www.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2010-06-21: The unemployment rate in the United States was high in 2010, with a rate of 19% mentioned in one source. [Source: www.deq.ok.gov] 2010-06-14: As of 2010, the unemployment rate in the United States had an impact on motor vehicle traffic fatalities, with areas having lower unemployment rates experiencing smaller declines in fatalities. [Source: crashstats.nhtsa.dot.gov]; The American Recovery and Reinvestment Act (ARRA) provided $7 billion in federal monies to state unemployment programs as “incentive payments” for changing certain state unemployment compensation laws. [Source: crsreports.congress.gov]; In 2010, retail salespersons and cashiers were the two largest occupations in the United States, representing nearly 1 out of every 17 jobs. [Source: www.bls.gov] 2010-06-07: In May 2010, the number of unemployed persons in the United States was 15.0 million, and the unemployment rate edged down to 9.7 percent. [Source: www.bls.gov]; Since the start of the recession in December 2007, the United States has lost approximately 8 million jobs, while the available labor force has also grown. [Source: www.epi.org] 2010-05-31: The recent declines in summer employment rates among teens have been observed. [Source: www.bls.gov]; The national unemployment rate in the United States was 9.4% in May 2010. [Source: news.gallup.com]; The underemployment rate in the United States held steady at 19.1% in May 2010. [Source: news.gallup.com]; African Americans account for 22% of the unemployed in the United States, despite comprising 11% of the labor market. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate for African Americans was higher than the national average. [Source: www.ncbi.nlm.nih.gov];']"}
-{"batch_x": [9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137], "batch_y": [9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137], "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]], "batch_text": "['Available facts are as follows: 2010-07-26: Objective facts about the Economics situation:The US real gross domestic product grew at an average annual rate of 3.0 percent between 1990 and 2007, and unemployment averaged 5.4 percent. [Source: obamawhitehouse.archives.gov]Auto Sales in the United States have decreased significantly in the past two years. [Source: www.anaheim.net]The national unemployment rate in the United States was high in 2010, with a rate of nearly 12% in New Orleans in 2004. [Source: www.ncbi.nlm.nih.gov]Consumer confidence in the United States hit a historic low in 2007. [Source: www.oecd.org] 2010-07-19: Nevada reported the highest unemployment rate among the States in June 2010, at 14.2 percent—a new series high. [Source: www.bls.gov]; The basic unemployment rate in the United States has been hovering at just below 10. [Source: republicans-science.house.gov]; The unemployment rate in Tennessee was 10.1 Percent in June 2010. [Source: www.tn.gov] 2010-07-12: The unemployment rate in the United States was higher than the national average in some regions, such as the U.P. with 11.2% at the end of 2009. [Source: www.minneapolisfed.org]; The mean hourly compensation cost in the United States quadrupled from $6.24 in 1975 to 2009. [Source: www.bls.gov]; In 2008, the unemployment rate for Blacks without a high school diploma was higher than for those with a high school diploma. [Source: www.air.org]; Over the past 5 years (2004-2008), an average of 564 work-related homicides occurred each year in the United States. [Source: www.bls.gov] 2010-07-05: In June 2010, the number of unemployed persons was 14.6 million, and the unemployment rate was 9.5 percent, edging down from previous months. [Source: www.bls.gov];'\n 'Available facts are as follows: 2010-07-26: Objective facts about the Economics situation:The US real gross domestic product grew at an average annual rate of 3.0 percent between 1990 and 2007, and unemployment averaged 5.4 percent. [Source: obamawhitehouse.archives.gov]Auto Sales in the United States have decreased significantly in the past two years. [Source: www.anaheim.net]The national unemployment rate in the United States was high in 2010, with a rate of nearly 12% in New Orleans in 2004. [Source: www.ncbi.nlm.nih.gov]Consumer confidence in the United States hit a historic low in 2007. [Source: www.oecd.org] 2010-07-19: Nevada reported the highest unemployment rate among the States in June 2010, at 14.2 percent—a new series high. [Source: www.bls.gov]; The basic unemployment rate in the United States has been hovering at just below 10. [Source: republicans-science.house.gov]; The unemployment rate in Tennessee was 10.1 Percent in June 2010. [Source: www.tn.gov] 2010-07-12: The unemployment rate in the United States was higher than the national average in some regions, such as the U.P. with 11.2% at the end of 2009. [Source: www.minneapolisfed.org]; The mean hourly compensation cost in the United States quadrupled from $6.24 in 1975 to 2009. [Source: www.bls.gov]; In 2008, the unemployment rate for Blacks without a high school diploma was higher than for those with a high school diploma. [Source: www.air.org]; Over the past 5 years (2004-2008), an average of 564 work-related homicides occurred each year in the United States. [Source: www.bls.gov] 2010-07-05: In June 2010, the number of unemployed persons was 14.6 million, and the unemployment rate was 9.5 percent, edging down from previous months. [Source: www.bls.gov];']"}
-{"batch_x": [10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5], "batch_y": [9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137], "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]], "batch_text": "[\"Available facts are as follows: 2010-08-23: As of July 2010, the unemployment rate among the States was 14.3 percent, with 25 States posting jobless rates significantly lower than the national average. [Source: www.bls.gov]; In 2008, the unemployment rate in Puerto Rico was 45 percent, 5 times the rate of mainland non-Hispanic Whites. [Source: www.census.gov]; The US Bureau of Labor Statistics unemployment rates are used as part of the Appalachian Regional Commission's economic classification system. [Source: healthlandscape.org] 2010-08-16: The national unemployment rate in the United States was 9.5% in July 2010. [Source: www.minneapolisfed.org]; The quits rate fell in June 2010 in the Midwest region. [Source: www.bls.gov]; The US government's automatic stabilizers absorb 34% of an unemployment shock. [Source: www.nber.org] 2010-08-09: The US unemployment rate in August 2010 was 9.5% and remained unchanged from the previous month, with 14.6 million unemployed persons. [Source: www.bls.gov]; The long-term average unemployment rate is 5.70%. [Source: ycharts.com]; Sedgwick County's unemployment rate for 2010 was 8.6%, lower than the US unemployment rate of 9.6%. [Source: www.sedgwickcounty.org] 2010-08-02: The national unemployment rate in the United States is a key metric, with long-term unemployment at a post-Depression high as of 2010. [Source: www.brookings.edu]; State and local unemployment rates vary, with some states experiencing higher rates than others. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2010-08-23: As of July 2010, the unemployment rate among the States was 14.3 percent, with 25 States posting jobless rates significantly lower than the national average. [Source: www.bls.gov]; In 2008, the unemployment rate in Puerto Rico was 45 percent, 5 times the rate of mainland non-Hispanic Whites. [Source: www.census.gov]; The US Bureau of Labor Statistics unemployment rates are used as part of the Appalachian Regional Commission's economic classification system. [Source: healthlandscape.org] 2010-08-16: The national unemployment rate in the United States was 9.5% in July 2010. [Source: www.minneapolisfed.org]; The quits rate fell in June 2010 in the Midwest region. [Source: www.bls.gov]; The US government's automatic stabilizers absorb 34% of an unemployment shock. [Source: www.nber.org] 2010-08-09: The US unemployment rate in August 2010 was 9.5% and remained unchanged from the previous month, with 14.6 million unemployed persons. [Source: www.bls.gov]; The long-term average unemployment rate is 5.70%. [Source: ycharts.com]; Sedgwick County's unemployment rate for 2010 was 8.6%, lower than the US unemployment rate of 9.6%. [Source: www.sedgwickcounty.org] 2010-08-02: The national unemployment rate in the United States is a key metric, with long-term unemployment at a post-Depression high as of 2010. [Source: www.brookings.edu]; State and local unemployment rates vary, with some states experiencing higher rates than others. [Source: www.bls.gov];\"]"}
-{"batch_x": [10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137], "batch_y": [9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137], "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]], "batch_text": "['Available facts are as follows: 2010-09-20: The unemployment rate in the United States is still high, with nonfarm payrolls down 329,000 from their level at the start of the recession [Source: www.nytimes.com].; The recovery is still fragile, especially for women in the informal labor market, and unemployment rates remain high [Source: webapps.ilo.org].; The unemployment rate for African Americans in the Twin Cities was one of the highest in the country [Source: www.startribune.com]. 2010-09-13: In August 2010, 42.0 percent of unemployed persons had been jobless for 27 weeks or more. [Source: www.bls.gov] 2010-09-06: Unemployment remains high, particularly in countries such as the United States and Spain, with alarmingly high long-term unemployment rates. [Source: www.imf.org] 2010-08-30: The unemployment rate among youths in the United States increased in July 2010, with 18.5% of 16- to 24-year-olds unemployed. [Source: www.bls.gov]; The International Monetary Fund (IMF) reported a sharp rise in unemployment globally due to the recession, with some of the largest increases in advanced economies. [Source: www.imf.org];'\n 'Available facts are as follows: 2010-09-20: The unemployment rate in the United States is still high, with nonfarm payrolls down 329,000 from their level at the start of the recession [Source: www.nytimes.com].; The recovery is still fragile, especially for women in the informal labor market, and unemployment rates remain high [Source: webapps.ilo.org].; The unemployment rate for African Americans in the Twin Cities was one of the highest in the country [Source: www.startribune.com]. 2010-09-13: In August 2010, 42.0 percent of unemployed persons had been jobless for 27 weeks or more. [Source: www.bls.gov] 2010-09-06: Unemployment remains high, particularly in countries such as the United States and Spain, with alarmingly high long-term unemployment rates. [Source: www.imf.org] 2010-08-30: The unemployment rate among youths in the United States increased in July 2010, with 18.5% of 16- to 24-year-olds unemployed. [Source: www.bls.gov]; The International Monetary Fund (IMF) reported a sharp rise in unemployment globally due to the recession, with some of the largest increases in advanced economies. [Source: www.imf.org];']"}
-{"batch_x": [10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0], "batch_y": [9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863], "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]], "batch_text": "['Available facts are as follows: 2010-10-25: The national unemployment rate in the United States was high in 2010, with rates varying by state and local areas. [Source: obamawhitehouse.archives.gov, www.bls.gov, www.commerce.nc.gov] 2010-10-18: The unemployment rate in the United States was high in 2010, with job losses of 5.5 million from the previous year, contracting the U.S. workforce to 136.6 million people. [Source: www.esri.com]; The National Unemployment Rate was a relevant metric in 2010, and the Bureau of Labor Statistics provided data on self-employment in the United States. [Source: www.bls.gov] 2010-10-11: The unemployment rate in the US rose above 10% in October 2009, its highest rate since 1983. [Source: www.spssi.org]; In September 2010, the unemployment rate among major worker groups varied. [Source: www.bls.gov]; A Labor Surplus Area (LSA) is a civil jurisdiction with a civilian average annual unemployment rate of 20% or more during the previous two calendar years. [Source: www.dol.gov] 2010-10-04: The U.S. unemployment rate remained unchanged from September at 9.6 percent and was down 0.5 percentage points from a year ago. [Source: www.michigan.gov]; New York State lost 367,400 jobs, and the unemployment rate peaked at 8.9 percent. [Source: www.osc.ny.gov]; The United States had the highest unemployment rate in the Organization for Economic Cooperation and Development (OECD) in the early 1960s. [Source: www.migrationpolicy.org]; People who suffer from severe mental disorder experience high rates of unemployment, with unemployment rates amongst such people in the United States being high. [Source: www.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2010-10-25: The national unemployment rate in the United States was high in 2010, with rates varying by state and local areas. [Source: obamawhitehouse.archives.gov, www.bls.gov, www.commerce.nc.gov] 2010-10-18: The unemployment rate in the United States was high in 2010, with job losses of 5.5 million from the previous year, contracting the U.S. workforce to 136.6 million people. [Source: www.esri.com]; The National Unemployment Rate was a relevant metric in 2010, and the Bureau of Labor Statistics provided data on self-employment in the United States. [Source: www.bls.gov] 2010-10-11: The unemployment rate in the US rose above 10% in October 2009, its highest rate since 1983. [Source: www.spssi.org]; In September 2010, the unemployment rate among major worker groups varied. [Source: www.bls.gov]; A Labor Surplus Area (LSA) is a civil jurisdiction with a civilian average annual unemployment rate of 20% or more during the previous two calendar years. [Source: www.dol.gov] 2010-10-04: The U.S. unemployment rate remained unchanged from September at 9.6 percent and was down 0.5 percentage points from a year ago. [Source: www.michigan.gov]; New York State lost 367,400 jobs, and the unemployment rate peaked at 8.9 percent. [Source: www.osc.ny.gov]; The United States had the highest unemployment rate in the Organization for Economic Cooperation and Development (OECD) in the early 1960s. [Source: www.migrationpolicy.org]; People who suffer from severe mental disorder experience high rates of unemployment, with unemployment rates amongst such people in the United States being high. [Source: www.ncbi.nlm.nih.gov];']"}
-{"batch_x": [9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863], "batch_y": [9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863], "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]], "batch_text": "['Available facts are as follows: 2010-11-22: The unemployment rate in the United States was above 8% in 2010, with 15.4 million unemployed. [Source: lao.ca.gov, www.ncbi.nlm.nih.gov]; The unemployment rate for Mexican and Latin American immigrants in the USA was higher than the national average in 2009. [Source: www.iom.int]; In 2010, 29 states and the District of Columbia saw a drop in jobless rates from October 2009, while 16 states saw a rise, and 5 states remained unchanged. [Source: www.reuters.com] 2010-11-15: The recession that began in December 2007 led to the highest unemployment rates in the United States. [Source: www.bls.gov] 2010-11-08: The number of unemployed persons in the United States was 14.8 million in October 2010, with an unemployment rate of 9.6 percent. [Source: www.bls.gov]; There was an increase in U.S. aggregate labor demand reflected in rising job vacancies, but it did not lead to a similar decline in the unemployment rate. [Source: www.frbsf.org]; The unemployment rate in the United States increased significantly, similar to Spain and New Zealand, during the recession. [Source: www.imf.org]; The unemployment rate for people aged 20-29 in nonmetropolitan outmigration counties was 8.9 percent. [Source: www.ers.usda.gov]; The United States had a near 10 percent unemployment rate in 2010. [Source: www.educationnext.org] 2010-11-01: The seasonally adjusted unemployment rate in the United States was high in November 2010, with rates above 9%. [Source: cga.ct.gov, mercatus.org, fred.stlouisfed.org, princeton.edu, federalreserve.gov, bls.gov];'\n 'Available facts are as follows: 2010-11-22: The unemployment rate in the United States was above 8% in 2010, with 15.4 million unemployed. [Source: lao.ca.gov, www.ncbi.nlm.nih.gov]; The unemployment rate for Mexican and Latin American immigrants in the USA was higher than the national average in 2009. [Source: www.iom.int]; In 2010, 29 states and the District of Columbia saw a drop in jobless rates from October 2009, while 16 states saw a rise, and 5 states remained unchanged. [Source: www.reuters.com] 2010-11-15: The recession that began in December 2007 led to the highest unemployment rates in the United States. [Source: www.bls.gov] 2010-11-08: The number of unemployed persons in the United States was 14.8 million in October 2010, with an unemployment rate of 9.6 percent. [Source: www.bls.gov]; There was an increase in U.S. aggregate labor demand reflected in rising job vacancies, but it did not lead to a similar decline in the unemployment rate. [Source: www.frbsf.org]; The unemployment rate in the United States increased significantly, similar to Spain and New Zealand, during the recession. [Source: www.imf.org]; The unemployment rate for people aged 20-29 in nonmetropolitan outmigration counties was 8.9 percent. [Source: www.ers.usda.gov]; The United States had a near 10 percent unemployment rate in 2010. [Source: www.educationnext.org] 2010-11-01: The seasonally adjusted unemployment rate in the United States was high in November 2010, with rates above 9%. [Source: cga.ct.gov, mercatus.org, fred.stlouisfed.org, princeton.edu, federalreserve.gov, bls.gov];']"}
-{"batch_x": [9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727], "batch_y": [9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727], "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]], "batch_text": "[\"Available facts are as follows: 2010-12-20: The adjusted insured unemployment rate was 3.3 percent for the week ending Dec. 25, 2010, unchanged from the prior week's unrevised rate of 3.3 percent. [Source: www.dol.gov] 2010-12-13: The unemployment rate in the United States was 10.1% in September 1982, and 9% in 2010. [Source: www.pewresearch.org, www.madisoncountyida.com] 2010-12-06: The unemployment rate in the United States edged up to 9.8% in November 2010, with 7.5 million fewer jobs compared to the prerecession peak. [Source: www.bls.gov, www.imf.org] 2010-11-29: The current unemployment rate in the United States is 9.6% as of December 2010. [Source: www.epi.org];\"\n \"Available facts are as follows: 2010-12-20: The adjusted insured unemployment rate was 3.3 percent for the week ending Dec. 25, 2010, unchanged from the prior week's unrevised rate of 3.3 percent. [Source: www.dol.gov] 2010-12-13: The unemployment rate in the United States was 10.1% in September 1982, and 9% in 2010. [Source: www.pewresearch.org, www.madisoncountyida.com] 2010-12-06: The unemployment rate in the United States edged up to 9.8% in November 2010, with 7.5 million fewer jobs compared to the prerecession peak. [Source: www.bls.gov, www.imf.org] 2010-11-29: The current unemployment rate in the United States is 9.6% as of December 2010. [Source: www.epi.org];\"]"}
-{"batch_x": [9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863], "batch_y": [9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863], "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]], "batch_text": "['Available facts are as follows: 2011-01-24: The US unemployment rate was 9.6% in August 2010 and peaked at 10.1% in October 2009. [Source: www.ncbi.nlm.nih.gov, www.oclc.org]; The volunteer rate declined by 0.5 percentage point to 26.3 percent from September 2009 to September 2010. [Source: www.bls.gov]; In 2010, 7.6 million public sector employees belonged to a union, compared with 7.1 million union workers in the private sector. [Source: www.bls.gov] 2011-01-17: Objective facts about the Economics situation:The unemployment rate in the US has remained stubbornly high, with a 60% increase in unemployed people from 8.9 to 14.3 million between 2009 and 2011. [Source: endhomelessness.org]The Consumer Price Index for All Urban Consumers (CPI-U) increased 1.5 percent over the last 12 months, as of 2011. [Source: www.bls.gov] 2011-01-10: The number of unemployed persons decreased by 556,000 to 14.5 million in December 2010, and the unemployment rate dropped to 9.4%. [Source: www.bls.gov] 2011-01-03: In 2009, the overall unemployment rate for women in the US was 8.1%, with approximately 6 million women unemployed out of 72 million in the labor force. [Source: www.bls.gov]; The state UI tax rate for new employers in Michigan is set at 2.7% for the first two years, and then adjusts based on the CBC rate and other factors. [Source: www.house.mi.gov]; In the US, economic downturns have been associated with a decline in childbearing, mainly due to increasing unemployment. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Reserve has taken actions to address the structural level of unemployment, recognizing its importance in the US economy. [Source: www.federalreserve.gov]; USDA investments have created jobs and stimulated economic activity in rural communities, leading to dropping unemployment rates in rural America. [Source: www.usda.gov];'\n 'Available facts are as follows: 2011-01-24: The US unemployment rate was 9.6% in August 2010 and peaked at 10.1% in October 2009. [Source: www.ncbi.nlm.nih.gov, www.oclc.org]; The volunteer rate declined by 0.5 percentage point to 26.3 percent from September 2009 to September 2010. [Source: www.bls.gov]; In 2010, 7.6 million public sector employees belonged to a union, compared with 7.1 million union workers in the private sector. [Source: www.bls.gov] 2011-01-17: Objective facts about the Economics situation:The unemployment rate in the US has remained stubbornly high, with a 60% increase in unemployed people from 8.9 to 14.3 million between 2009 and 2011. [Source: endhomelessness.org]The Consumer Price Index for All Urban Consumers (CPI-U) increased 1.5 percent over the last 12 months, as of 2011. [Source: www.bls.gov] 2011-01-10: The number of unemployed persons decreased by 556,000 to 14.5 million in December 2010, and the unemployment rate dropped to 9.4%. [Source: www.bls.gov] 2011-01-03: In 2009, the overall unemployment rate for women in the US was 8.1%, with approximately 6 million women unemployed out of 72 million in the labor force. [Source: www.bls.gov]; The state UI tax rate for new employers in Michigan is set at 2.7% for the first two years, and then adjusts based on the CBC rate and other factors. [Source: www.house.mi.gov]; In the US, economic downturns have been associated with a decline in childbearing, mainly due to increasing unemployment. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Reserve has taken actions to address the structural level of unemployment, recognizing its importance in the US economy. [Source: www.federalreserve.gov]; USDA investments have created jobs and stimulated economic activity in rural communities, leading to dropping unemployment rates in rural America. [Source: www.usda.gov];']"}
-{"batch_x": [9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5], "batch_y": [9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5], "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]], "batch_text": "['Available facts are as follows: 2011-02-21: The U.S. jobless rate rose by 0.3 percentage point from the prior year to 9.6 percent in 2010, while the national employment-population ratio fell by 0.8 point to 58.5 percent. [Source: www.bls.gov] 2011-02-14: The unemployment rate in the United States increased by 4.7 percentage points from 2007 through 2009, and continued to increase by 0.3 percentage points to 2010. [Source: www.un.org] 2011-02-07: The unemployment rate in the United States declined to 9.0% in January 2011. [Source: www.bls.gov] 2011-01-31: The unemployment rate in the United States fell by 0.4 percentage points to 9.0% in January 2011, while nonfarm payroll employment changed little (+36,000). [Source: www.bls.gov]; Globally, unemployment is expected to average about 6% in 2011. [Source: www.imf.org];'\n 'Available facts are as follows: 2011-02-21: The U.S. jobless rate rose by 0.3 percentage point from the prior year to 9.6 percent in 2010, while the national employment-population ratio fell by 0.8 point to 58.5 percent. [Source: www.bls.gov] 2011-02-14: The unemployment rate in the United States increased by 4.7 percentage points from 2007 through 2009, and continued to increase by 0.3 percentage points to 2010. [Source: www.un.org] 2011-02-07: The unemployment rate in the United States declined to 9.0% in January 2011. [Source: www.bls.gov] 2011-01-31: The unemployment rate in the United States fell by 0.4 percentage points to 9.0% in January 2011, while nonfarm payroll employment changed little (+36,000). [Source: www.bls.gov]; Globally, unemployment is expected to average about 6% in 2011. [Source: www.imf.org];']"}
-{"batch_x": [9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137], "batch_y": [8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137], "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]], "batch_text": "['Available facts are as follows: 2011-03-21: The unemployment rate in Palm Coast, Florida, was 16.0 percent, the highest in the State of Florida and the Southeast, as of January 2011. [Source: www.bls.gov]; The unemployment rate in the United States more than doubled from 4.9 percent to 10.1 percent during the Great Recession. [Source: www.clevelandfed.org]; The unemployment rate among youth in the United States is a significant concern, with a profound difference between structural and cyclical unemployment. [Source: www.nytimes.com] 2011-03-14: As of 2010, the unemployment rate for veterans who served in the military at any time since September 2001 was high. [Source: www.bls.gov]; In 2011, the unemployment rate in the United States was near a 25-year high, and global unemployment was rising. [Source: pubmed.ncbi.nlm.nih.gov]; In January 2011, Nevada had the highest unemployment rate among states, at 14.2 percent. [Source: www.bls.gov]; The average unemployment rate for San Joaquin County in 2005-2009 was 5% higher than the United States. [Source: www.sjcog.org]; In 2010, the jobless rate for adult women 20 years and older was 8.2 percent in the fourth quarter. [Source: www.bls.gov] 2011-03-07: The unemployment rate in the United States rose sharply during the Great Depression and reached its peak at the moment Franklin D. Roosevelt took office. [Source: shec.ashp.cuny.edu]; In February 2011, the unemployment rate in the United States was 8.9 percent and changed little. [Source: www.bls.gov] 2011-02-28: The U.S. jobless rate was 9.6 percent in 2010, and the national employment-population ratio was 58.5 percent. [Source: www.bls.gov]; In 2010, 15 States reported annual average unemployment rates above the national rate of 9.6 percent. [Source: www.bls.gov]; Gallup reported an unemployment rate of 10.3% in February 2011, up from 9.8% at the end of January. [Source: news.gallup.com];'\n 'Available facts are as follows: 2011-03-21: The unemployment rate in Palm Coast, Florida, was 16.0 percent, the highest in the State of Florida and the Southeast, as of January 2011. [Source: www.bls.gov]; The unemployment rate in the United States more than doubled from 4.9 percent to 10.1 percent during the Great Recession. [Source: www.clevelandfed.org]; The unemployment rate among youth in the United States is a significant concern, with a profound difference between structural and cyclical unemployment. [Source: www.nytimes.com] 2011-03-14: As of 2010, the unemployment rate for veterans who served in the military at any time since September 2001 was high. [Source: www.bls.gov]; In 2011, the unemployment rate in the United States was near a 25-year high, and global unemployment was rising. [Source: pubmed.ncbi.nlm.nih.gov]; In January 2011, Nevada had the highest unemployment rate among states, at 14.2 percent. [Source: www.bls.gov]; The average unemployment rate for San Joaquin County in 2005-2009 was 5% higher than the United States. [Source: www.sjcog.org]; In 2010, the jobless rate for adult women 20 years and older was 8.2 percent in the fourth quarter. [Source: www.bls.gov] 2011-03-07: The unemployment rate in the United States rose sharply during the Great Depression and reached its peak at the moment Franklin D. Roosevelt took office. [Source: shec.ashp.cuny.edu]; In February 2011, the unemployment rate in the United States was 8.9 percent and changed little. [Source: www.bls.gov] 2011-02-28: The U.S. jobless rate was 9.6 percent in 2010, and the national employment-population ratio was 58.5 percent. [Source: www.bls.gov]; In 2010, 15 States reported annual average unemployment rates above the national rate of 9.6 percent. [Source: www.bls.gov]; Gallup reported an unemployment rate of 10.3% in February 2011, up from 9.8% at the end of January. [Source: news.gallup.com];']"}
-{"batch_x": [9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137], "batch_y": [8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863], "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]], "batch_text": "['Available facts are as follows: 2011-04-25: As of April-May 2011, the US unemployment rate was around 8¾ percent [Source: www.elibrary.imf.org]. Labor costs in the auto industry were higher than many other manufacturing industries [Source: www.bls.gov]. The inflation rate for US imports rose during this period [Source: www.nber.org]. 2011-04-18: Objective facts about the Economics situation:In March 2011, the unemployment rate among states in the US ranged from 13.2% to lower rates, with 22 states posting jobless rates significantly different from the national average. [Source: www.bls.gov]The unemployment rate for young workers (16- to 24-year-old) in 2010 was 18.4%, compared to 9.6% for U.S. workers overall. [Source: www.epi.org]The unemployment rate among Hispanic men was slightly higher than that of Hispanic women, but the gap narrowed compared to 2009. [Source: ucanr.edu]The Navajo Area had an unemployment rate of 25.1%. [Source: www.ihs.gov] 2011-04-11: The unemployment rate in the United States is estimated to be 3.65% in 2022. [Source: www.cia.gov] 2011-04-04: The unemployment rate in the United States in March 2011 was 8.8 percent, with 13.5 million unemployed persons. [Source: www.bls.gov]; Unemployment in the United States continues to hover around 9 percent. [Source: www.imf.org];'\n 'Available facts are as follows: 2011-04-25: As of April-May 2011, the US unemployment rate was around 8¾ percent [Source: www.elibrary.imf.org]. Labor costs in the auto industry were higher than many other manufacturing industries [Source: www.bls.gov]. The inflation rate for US imports rose during this period [Source: www.nber.org]. 2011-04-18: Objective facts about the Economics situation:In March 2011, the unemployment rate among states in the US ranged from 13.2% to lower rates, with 22 states posting jobless rates significantly different from the national average. [Source: www.bls.gov]The unemployment rate for young workers (16- to 24-year-old) in 2010 was 18.4%, compared to 9.6% for U.S. workers overall. [Source: www.epi.org]The unemployment rate among Hispanic men was slightly higher than that of Hispanic women, but the gap narrowed compared to 2009. [Source: ucanr.edu]The Navajo Area had an unemployment rate of 25.1%. [Source: www.ihs.gov] 2011-04-11: The unemployment rate in the United States is estimated to be 3.65% in 2022. [Source: www.cia.gov] 2011-04-04: The unemployment rate in the United States in March 2011 was 8.8 percent, with 13.5 million unemployed persons. [Source: www.bls.gov]; Unemployment in the United States continues to hover around 9 percent. [Source: www.imf.org];']"}
-{"batch_x": [9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137], "batch_y": [9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863], "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]], "batch_text": "['Available facts are as follows: 2011-05-23: The West region in the United States reported the highest regional unemployment rate of 10.4% in April 2011. [Source: www.bls.gov]; The percentage of the labor force that has been unemployed for a year or longer in the United States is currently at 0.5%, lower than the OECD average. [Source: www.oecdbetterlifeindex.org]; The unemployment rate for foreign-born workers in the United States was 9.8% in 2010. [Source: www.bls.gov]; The U.S. economy lost more than 8 million jobs during the recession starting in December 2007, with a national unemployment rate rising to over 10%. [Source: economics.ucsc.edu] 2011-05-16: The unemployment rate in the United States was 5% in 1966, and 4% in May 2010. [Source: research.stlouisfed.org, www.frbsf.org]; In May 2010, retail salespersons and cashiers were the occupations with the highest employment in the United States, making up nearly 6% of total U.S. employment. [Source: www.bls.gov]; Nevada had the highest unemployment rate among U.S. states in April 2011, at 12.5%, followed by California, at 11.9%. [Source: www.reuters.com]; The unemployment rate in the local economy of the Savannah River Site area went from 9% in January 2008 to 14.1% in January 2010. [Source: garivers.org] 2011-05-09: The unemployment rate in the United States was 9.0% in April 2011, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2011-05-02: The unemployment rate in the United States was high in 2010, with estimates suggesting it was about 1¾ percentage points higher than before the onset of the housing market crisis. [Source: www.imf.org];'\n 'Available facts are as follows: 2011-05-23: The West region in the United States reported the highest regional unemployment rate of 10.4% in April 2011. [Source: www.bls.gov]; The percentage of the labor force that has been unemployed for a year or longer in the United States is currently at 0.5%, lower than the OECD average. [Source: www.oecdbetterlifeindex.org]; The unemployment rate for foreign-born workers in the United States was 9.8% in 2010. [Source: www.bls.gov]; The U.S. economy lost more than 8 million jobs during the recession starting in December 2007, with a national unemployment rate rising to over 10%. [Source: economics.ucsc.edu] 2011-05-16: The unemployment rate in the United States was 5% in 1966, and 4% in May 2010. [Source: research.stlouisfed.org, www.frbsf.org]; In May 2010, retail salespersons and cashiers were the occupations with the highest employment in the United States, making up nearly 6% of total U.S. employment. [Source: www.bls.gov]; Nevada had the highest unemployment rate among U.S. states in April 2011, at 12.5%, followed by California, at 11.9%. [Source: www.reuters.com]; The unemployment rate in the local economy of the Savannah River Site area went from 9% in January 2008 to 14.1% in January 2010. [Source: garivers.org] 2011-05-09: The unemployment rate in the United States was 9.0% in April 2011, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2011-05-02: The unemployment rate in the United States was high in 2010, with estimates suggesting it was about 1¾ percentage points higher than before the onset of the housing market crisis. [Source: www.imf.org];']"}
-{"batch_x": [9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863], "batch_y": [9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137], "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]], "batch_text": "['Available facts are as follows: 2011-06-20: In May 2011, 25 states in the US posted jobless rates significantly lower than the US figure of 9.1 percent. [Source: www.bls.gov]; The US unemployment rate peaked at around 9 percent, lower than many other developed nations in Europe. [Source: www.washingtonpost.com]; In Latin America and the Caribbean, the unemployment rate increased from 7.0 percent in 2008 to 7.8 percent in 2010. [Source: www.un.org] 2011-06-13: The United States experienced a recession in 2008, with a low inflation rate of 1954, and a high unemployment rate. [Source: agenda.harriscountytx.gov]; In 2011, the US Gross Domestic Product dropped, and unemployment rates reached double-digit levels. [Source: pubmed.ncbi.nlm.nih.gov]; The unemployment rate has been a concern, with studies analyzing its relationship with immigration, health-related quality of life, and labor force reentry. [Source: files.stlouisfed.org, pubmed.ncbi.nlm.nih.gov, bls.gov] 2011-06-06: The unemployment rate in the United States was 9.1 percent in May 2011. [Source: www.bls.gov] 2011-05-30: From 1994 through 2008, roughly half of all unemployed jobseekers found jobs within 5 weeks, compared with 38.9 percent in 2009 and 34.0 percent in 2010. [Source: www.bls.gov];'\n 'Available facts are as follows: 2011-06-20: In May 2011, 25 states in the US posted jobless rates significantly lower than the US figure of 9.1 percent. [Source: www.bls.gov]; The US unemployment rate peaked at around 9 percent, lower than many other developed nations in Europe. [Source: www.washingtonpost.com]; In Latin America and the Caribbean, the unemployment rate increased from 7.0 percent in 2008 to 7.8 percent in 2010. [Source: www.un.org] 2011-06-13: The United States experienced a recession in 2008, with a low inflation rate of 1954, and a high unemployment rate. [Source: agenda.harriscountytx.gov]; In 2011, the US Gross Domestic Product dropped, and unemployment rates reached double-digit levels. [Source: pubmed.ncbi.nlm.nih.gov]; The unemployment rate has been a concern, with studies analyzing its relationship with immigration, health-related quality of life, and labor force reentry. [Source: files.stlouisfed.org, pubmed.ncbi.nlm.nih.gov, bls.gov] 2011-06-06: The unemployment rate in the United States was 9.1 percent in May 2011. [Source: www.bls.gov] 2011-05-30: From 1994 through 2008, roughly half of all unemployed jobseekers found jobs within 5 weeks, compared with 38.9 percent in 2009 and 34.0 percent in 2010. [Source: www.bls.gov];']"}
-{"batch_x": [9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863], "batch_y": [9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273], "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]], "batch_text": "[\"Available facts are as follows: 2011-07-25: The unemployment rate in California and Texas was high in July 2011, with California's rate measuring the total number of employees in California that are part of the labor force, but are without a job, and Texas' rate measuring the percentage of total employees in Texas that are part of the labor force, but are without a job. [Source: ycharts.com]; The US immigrant and native-born populations experienced increased unemployment during the economic crisis. [Source: www.migrationpolicy.org]; The US Bureau of Labor Statistics reported that the solar power industry has the potential to expand and create jobs as it becomes more cost-effective. [Source: www.bls.gov]; Ontario, Canada experienced a decline in unemployment rate to 7.7% in June 2011, with the creation of over 40,000 jobs. [Source: news.ontario.ca] 2011-07-18: The U.S. unemployment rate is high, with South Carolina's unemployment rate at 10% as of July 2011. [Source: www.army.mil]; In 2010, 2.5% of military veterans were unemployed or not in labor force due to severe hearing impairment. [Source: www.cdc.gov] 2011-07-11: The unemployment rate in the United States was 9.2% in June 2011, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2011-07-04: The hourly wage estimates indicate that 10% of employees earn less than $11.00 per hour, and the remaining 90% earn more than $11.00 per hour. [Source: www.bls.gov]; The national unemployment rate and state & local unemployment rates are reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; Women's participation in the labor force has increased from 43.3% in 1970 to 74.8% in 2000. [Source: www.pewresearch.org]; The U.S. Bureau of Labor Statistics reports on extended mass layoffs and occupational employment. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2011-07-25: The unemployment rate in California and Texas was high in July 2011, with California's rate measuring the total number of employees in California that are part of the labor force, but are without a job, and Texas' rate measuring the percentage of total employees in Texas that are part of the labor force, but are without a job. [Source: ycharts.com]; The US immigrant and native-born populations experienced increased unemployment during the economic crisis. [Source: www.migrationpolicy.org]; The US Bureau of Labor Statistics reported that the solar power industry has the potential to expand and create jobs as it becomes more cost-effective. [Source: www.bls.gov]; Ontario, Canada experienced a decline in unemployment rate to 7.7% in June 2011, with the creation of over 40,000 jobs. [Source: news.ontario.ca] 2011-07-18: The U.S. unemployment rate is high, with South Carolina's unemployment rate at 10% as of July 2011. [Source: www.army.mil]; In 2010, 2.5% of military veterans were unemployed or not in labor force due to severe hearing impairment. [Source: www.cdc.gov] 2011-07-11: The unemployment rate in the United States was 9.2% in June 2011, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2011-07-04: The hourly wage estimates indicate that 10% of employees earn less than $11.00 per hour, and the remaining 90% earn more than $11.00 per hour. [Source: www.bls.gov]; The national unemployment rate and state & local unemployment rates are reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; Women's participation in the labor force has increased from 43.3% in 1970 to 74.8% in 2000. [Source: www.pewresearch.org]; The U.S. Bureau of Labor Statistics reports on extended mass layoffs and occupational employment. [Source: www.bls.gov];\"]"}
-{"batch_x": [9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727], "batch_y": [8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137], "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]], "batch_text": "['Available facts are as follows: 2011-08-22: In July 2011, the number of unemployed youth in the US was 4.1 million, down from 4.4 million a year ago, with a youth unemployment rate decline of 1.0 percentage point. [Source: www.bls.gov]; The unemployment rate in Wyoming fell to 6.0% in April 2011. [Source: doe.state.wy.us]; The unemployment rate in the Pine Ridge Reservation in South Dakota was above 80%. [Source: www.pbs.org] 2011-08-15: The national unemployment rate in the United States in 2010 was 9.6%. [Source]; As of 2011, the unemployment rate in the US was above 8.8%. [Source]; In 2011, 5 of the 7 occupation groups with above-average representation in Riverside had a national unemployment rate that was above the 2010 U.S. rate of 9.6%. [Source] 2011-08-08: The number of unemployed persons in the US was 13.9 million and the unemployment rate was 9.1 percent in July 2011. [Source: www.bls.gov] 2011-08-01: The unemployment rate in the United States peaked at more than 10 percent during the Great Recession. [Source: www.russellsage.org]; The unemployment rate for post-9/11 veterans was 13.3 percent. [Source: obamawhitehouse.archives.gov]; The civilian labor force in the United States is approximately 153 million people. [Source: www.marquetteassociates.com]; The national unemployment rate was steady at 4.9 percent in August 2011. [Source: www.rba.gov.au];'\n 'Available facts are as follows: 2011-08-22: In July 2011, the number of unemployed youth in the US was 4.1 million, down from 4.4 million a year ago, with a youth unemployment rate decline of 1.0 percentage point. [Source: www.bls.gov]; The unemployment rate in Wyoming fell to 6.0% in April 2011. [Source: doe.state.wy.us]; The unemployment rate in the Pine Ridge Reservation in South Dakota was above 80%. [Source: www.pbs.org] 2011-08-15: The national unemployment rate in the United States in 2010 was 9.6%. [Source]; As of 2011, the unemployment rate in the US was above 8.8%. [Source]; In 2011, 5 of the 7 occupation groups with above-average representation in Riverside had a national unemployment rate that was above the 2010 U.S. rate of 9.6%. [Source] 2011-08-08: The number of unemployed persons in the US was 13.9 million and the unemployment rate was 9.1 percent in July 2011. [Source: www.bls.gov] 2011-08-01: The unemployment rate in the United States peaked at more than 10 percent during the Great Recession. [Source: www.russellsage.org]; The unemployment rate for post-9/11 veterans was 13.3 percent. [Source: obamawhitehouse.archives.gov]; The civilian labor force in the United States is approximately 153 million people. [Source: www.marquetteassociates.com]; The national unemployment rate was steady at 4.9 percent in August 2011. [Source: www.rba.gov.au];']"}
-{"batch_x": [9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863], "batch_y": [8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432], "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]], "batch_text": "[\"Available facts are as follows: 2011-09-19: The national unemployment rate in the United States averaged 9.6 percent in 2010. [Source: www.epi.org]; The unemployment rate had slowly declined from 9 percent in the United States. [Source: www.nationalaffairs.com]; Germany's unemployment rate is 6.2 percent. [Source: www.npr.org] 2011-09-12: The unemployment rate in the United States increased to 9.6 percent in 2010, with 46.2 million people living in poverty, the highest rate since 1966. [Source: www.epi.org]; The Current Population Survey (CPS) is used to calculate the monthly estimates of employed, unemployed, and the unemployment rate. [Source: www.maine.gov] 2011-09-05: The unemployment rate in the United States was 9.1% in August 2011, with little change since April. [Source: www.bls.gov] 2011-08-29: As of August 2011, the unemployment rate in the US was 9.1%. [Source: www.epi.org]; Roughly 31% of U.S. workers experienced unemployment or underemployment at some point in 2009. [Source: www.epi.org]; In August 2011, there were 11 states with double-digit unemployment rates. [Source: www.epi.org]; The median length of time it takes for people without jobs to find new employment is increasing. [Source: www.goodwill.org];\"\n \"Available facts are as follows: 2011-09-19: The national unemployment rate in the United States averaged 9.6 percent in 2010. [Source: www.epi.org]; The unemployment rate had slowly declined from 9 percent in the United States. [Source: www.nationalaffairs.com]; Germany's unemployment rate is 6.2 percent. [Source: www.npr.org] 2011-09-12: The unemployment rate in the United States increased to 9.6 percent in 2010, with 46.2 million people living in poverty, the highest rate since 1966. [Source: www.epi.org]; The Current Population Survey (CPS) is used to calculate the monthly estimates of employed, unemployed, and the unemployment rate. [Source: www.maine.gov] 2011-09-05: The unemployment rate in the United States was 9.1% in August 2011, with little change since April. [Source: www.bls.gov] 2011-08-29: As of August 2011, the unemployment rate in the US was 9.1%. [Source: www.epi.org]; Roughly 31% of U.S. workers experienced unemployment or underemployment at some point in 2009. [Source: www.epi.org]; In August 2011, there were 11 states with double-digit unemployment rates. [Source: www.epi.org]; The median length of time it takes for people without jobs to find new employment is increasing. [Source: www.goodwill.org];\"]"}
-{"batch_x": [9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5], "batch_y": [8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273], "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]], "batch_text": "['Available facts are as follows: 2011-10-24: The unemployment rate in the United States was 13.4% in September 2011, with 26 states reporting jobless rates significantly lower than the national average. [Source: www.bls.gov]; The median weekly earnings in the third quarter of 2011 were reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; Unemployment remains above 9% nationally and above 10% in Florida, with 45% of the unemployed having been without a job for at least six months. [Source: financialservices.house.gov] 2011-10-17: The national unemployment rate in the United States is 8.3% as of mid-October 2011. [Source: news.gallup.com]; Americans are more likely to blame the federal government (64%) than Wall Street for the economic problems facing the United States. [Source: news.gallup.com]; The UI System in the United States is facing insolvency, with states facing higher federal UI taxes and interest payments. [Source: taxfoundation.org] 2011-10-10: The unemployment rate in the United States was 9.1% in September 2011, with 14.0 million unemployed persons. [Source: www.bls.gov] 2011-10-03: The unemployment rate in the United States has been a concern, with rates varying by race and ethnicity. [Source: www.bls.gov];'\n 'Available facts are as follows: 2011-10-24: The unemployment rate in the United States was 13.4% in September 2011, with 26 states reporting jobless rates significantly lower than the national average. [Source: www.bls.gov]; The median weekly earnings in the third quarter of 2011 were reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; Unemployment remains above 9% nationally and above 10% in Florida, with 45% of the unemployed having been without a job for at least six months. [Source: financialservices.house.gov] 2011-10-17: The national unemployment rate in the United States is 8.3% as of mid-October 2011. [Source: news.gallup.com]; Americans are more likely to blame the federal government (64%) than Wall Street for the economic problems facing the United States. [Source: news.gallup.com]; The UI System in the United States is facing insolvency, with states facing higher federal UI taxes and interest payments. [Source: taxfoundation.org] 2011-10-10: The unemployment rate in the United States was 9.1% in September 2011, with 14.0 million unemployed persons. [Source: www.bls.gov] 2011-10-03: The unemployment rate in the United States has been a concern, with rates varying by race and ethnicity. [Source: www.bls.gov];']"}
-{"batch_x": [8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137], "batch_y": [8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727], "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]], "batch_text": "[\"Available facts are as follows: 2011-11-21: The current labor force comparison shows that California's unemployment rate is higher than the US rate, with a rate of 11.7% in October 2011. [Source: labormarketinfo.edd.ca.gov]; The Local Area Unemployment Statistics (LAUS) program is a Federal-State cooperative program that provides monthly and annual estimates of employment, unemployment, and labor force data for geographic areas. [Source: klic.dol.ks.gov]; The Consumer Price Index (CPI) has increased by 3.5% from October 2010 to October 2011. [Source: www.bls.gov] 2011-11-14: The U.S. Bureau of Labor Statistics (BLS) publishes information about the Nation's economy relating to employment, unemployment, and other labor market topics. [Source]; The unemployment rate for high school dropouts in August 2011 was higher than the national average. [Source]; The peak unemployment rate in the great depression was about 25%, and currently, it's officially about 15%, but some argue it's higher due to issues with the BLS survey. [Source] 2011-11-07: The U.S. unemployment rate in 2010 was 9.0 percent, with 13.9 million people unemployed. [Source: www.bls.gov] 2011-10-31: As of 2010, more than one in five children in the United States (15.75 million) lived in poverty. [Source: www.census.gov]; In September 2007 to September 2010, the abolishment rate of occupations was measured, with a significant number of workers in occupations that were abolished. [Source: www.bls.gov]; As of December 2010, many states in the United States had large increases in vacant properties, with unemployment rates varying by state. [Source: www.gao.gov]; The unemployment rate in Latin America and the Caribbean varies greatly, ranging from 1.2% in Guatemala to 12.9% in other countries. [Source: www.elibrary.imf.org];\"\n \"Available facts are as follows: 2011-11-21: The current labor force comparison shows that California's unemployment rate is higher than the US rate, with a rate of 11.7% in October 2011. [Source: labormarketinfo.edd.ca.gov]; The Local Area Unemployment Statistics (LAUS) program is a Federal-State cooperative program that provides monthly and annual estimates of employment, unemployment, and labor force data for geographic areas. [Source: klic.dol.ks.gov]; The Consumer Price Index (CPI) has increased by 3.5% from October 2010 to October 2011. [Source: www.bls.gov] 2011-11-14: The U.S. Bureau of Labor Statistics (BLS) publishes information about the Nation's economy relating to employment, unemployment, and other labor market topics. [Source]; The unemployment rate for high school dropouts in August 2011 was higher than the national average. [Source]; The peak unemployment rate in the great depression was about 25%, and currently, it's officially about 15%, but some argue it's higher due to issues with the BLS survey. [Source] 2011-11-07: The U.S. unemployment rate in 2010 was 9.0 percent, with 13.9 million people unemployed. [Source: www.bls.gov] 2011-10-31: As of 2010, more than one in five children in the United States (15.75 million) lived in poverty. [Source: www.census.gov]; In September 2007 to September 2010, the abolishment rate of occupations was measured, with a significant number of workers in occupations that were abolished. [Source: www.bls.gov]; As of December 2010, many states in the United States had large increases in vacant properties, with unemployment rates varying by state. [Source: www.gao.gov]; The unemployment rate in Latin America and the Caribbean varies greatly, ranging from 1.2% in Guatemala to 12.9% in other countries. [Source: www.elibrary.imf.org];\"]"}
-{"batch_x": [8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863], "batch_y": [8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137], "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]], "batch_text": "[\"Available facts are as follows: 2011-12-26: The construction industry has consistently had the highest unemployment rate of all industries in the United States at 34%. [Source: www.nrel.gov]; Immigrants are not the cause of unemployment in the United States, and the unemployment rate in U.S. metropolitan areas in 2009 was not affected by immigration. [Source: www.americanimmigrationcouncil.org]; The unauthorized immigrant population has not increased since 2007 due to high U.S. unemployment and improved economic conditions in Mexico. [Source: www.dhs.gov] 2011-12-19: The unemployment rate for women in 2010 was 8.6 percent, with approximately 6 million women unemployed out of 72 million in the labor force. [Source: www.bls.gov]; In 2009, 21 states reported statistically higher unemployment rates in the ACS. [Source: www.census.gov]; The U.S. is currently 6.3 million jobs below where it was when the recession started. [Source: www.epi.org]; Federal emergency UI benefits boosted employment by about 750,000 jobs during the recession. [Source: www.cbpp.org] 2011-12-12: The unemployment rate for adult white high-school dropouts in the US was 11.4% in 2011. [Source: www.dissentmagazine.org]; In 2011, the average weekly unemployment benefits in the US were about $300, replacing about half of UI recipients' lost earnings. [Source: obamawhitehouse.archives.gov]; The unemployment rate in the euro area was 10.4% in December 2011. [Source: ec.europa.eu]; In December 2011, there were 13.3 million unemployed people looking for work in the US, with 7.1 million receiving unemployment insurance. [Source: www.americanprogress.org]; The unemployment rate in New Hampshire was 4.9% in December 2011. [Source: www.nhes.nh.gov] 2011-12-05: The unemployment rate in the United States fell to 8.6 percent in November 2011, down from 9.9 percent in November 2009. [Source: www.bls.gov, www.prb.org];\"\n \"Available facts are as follows: 2011-12-26: The construction industry has consistently had the highest unemployment rate of all industries in the United States at 34%. [Source: www.nrel.gov]; Immigrants are not the cause of unemployment in the United States, and the unemployment rate in U.S. metropolitan areas in 2009 was not affected by immigration. [Source: www.americanimmigrationcouncil.org]; The unauthorized immigrant population has not increased since 2007 due to high U.S. unemployment and improved economic conditions in Mexico. [Source: www.dhs.gov] 2011-12-19: The unemployment rate for women in 2010 was 8.6 percent, with approximately 6 million women unemployed out of 72 million in the labor force. [Source: www.bls.gov]; In 2009, 21 states reported statistically higher unemployment rates in the ACS. [Source: www.census.gov]; The U.S. is currently 6.3 million jobs below where it was when the recession started. [Source: www.epi.org]; Federal emergency UI benefits boosted employment by about 750,000 jobs during the recession. [Source: www.cbpp.org] 2011-12-12: The unemployment rate for adult white high-school dropouts in the US was 11.4% in 2011. [Source: www.dissentmagazine.org]; In 2011, the average weekly unemployment benefits in the US were about $300, replacing about half of UI recipients' lost earnings. [Source: obamawhitehouse.archives.gov]; The unemployment rate in the euro area was 10.4% in December 2011. [Source: ec.europa.eu]; In December 2011, there were 13.3 million unemployed people looking for work in the US, with 7.1 million receiving unemployment insurance. [Source: www.americanprogress.org]; The unemployment rate in New Hampshire was 4.9% in December 2011. [Source: www.nhes.nh.gov] 2011-12-05: The unemployment rate in the United States fell to 8.6 percent in November 2011, down from 9.9 percent in November 2009. [Source: www.bls.gov, www.prb.org];\"]"}
-{"batch_x": [9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863], "batch_y": [8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568], "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]], "batch_text": "['Available facts are as follows: 2012-01-23: The U.S. unemployment rates were 9.3% in 2009 and 9.6% in 2010, levels not seen since 1983. [Source: www.cdc.gov]; In December 2011, 24 states reported jobless rates significantly lower than the U.S. figure of 8.5 percent. [Source: www.bls.gov]; The unemployment rate among Hispanics was higher than the national average. [Source: www.pewresearch.org]; The GDP growth rate in the last quarter of 2011 was 2.8 percent. [Source: www.epi.org] 2012-01-16: The unemployment rate increased in 32 of the 50 states and the District of Columbia, with 11 states experiencing a rise of 10 percent or more. [Source: endhomelessness.org] 2012-01-09: The unemployment rate in the United States fell to 8.5 percent in December 2011 [Source: www.bls.gov]. 2012-01-02: The US unemployment rate continued to trend down, reaching 8.5 percent in December 2011, with 200,000 nonfarm payroll jobs added. [Source: www.bls.gov];'\n 'Available facts are as follows: 2012-01-23: The U.S. unemployment rates were 9.3% in 2009 and 9.6% in 2010, levels not seen since 1983. [Source: www.cdc.gov]; In December 2011, 24 states reported jobless rates significantly lower than the U.S. figure of 8.5 percent. [Source: www.bls.gov]; The unemployment rate among Hispanics was higher than the national average. [Source: www.pewresearch.org]; The GDP growth rate in the last quarter of 2011 was 2.8 percent. [Source: www.epi.org] 2012-01-16: The unemployment rate increased in 32 of the 50 states and the District of Columbia, with 11 states experiencing a rise of 10 percent or more. [Source: endhomelessness.org] 2012-01-09: The unemployment rate in the United States fell to 8.5 percent in December 2011 [Source: www.bls.gov]. 2012-01-02: The US unemployment rate continued to trend down, reaching 8.5 percent in December 2011, with 200,000 nonfarm payroll jobs added. [Source: www.bls.gov];']"}
-{"batch_x": [9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137], "batch_y": [8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5], "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]], "batch_text": "['Available facts are as follows: 2012-02-20: The median earnings of workers in the United States vary by educational attainment, with higher earnings associated with higher levels of education. [Source: census.gov]; The unemployment rate for high school dropouts reached a peak of 17.6% in January 2010. [Source: www.census.gov]; The unemployment rate for African Americans has consistently been roughly twice the white rate over the past 50 years. [Source: www.epi.org]; The volunteer rate in the United States rose in 2011, with 26.8% of employed persons volunteering. [Source: www.bls.gov]; Real earnings in January 2012 remained unchanged due to a 0.2% increase in the Consumer Price Index offsetting a 0.2% increase in average hourly earnings. [Source: www.bls.gov] 2012-02-13: The rate of unemployment in the United States has exceeded 8 percent since February 2009, making it the longest stretch of high unemployment. [Source: www.cbo.gov]; The unemployment rate in the United States dropped to 8.3 percent in February 2012. [Source: www.epi.org]; The Congressional Budget Office (CBO) projects that the unemployment rate will remain above 8 percent until 2014. [Source: www.cbo.gov] 2012-02-06: The U.S. unemployment rate was higher than most other industrialized countries by the end of the 2007-2009 recession and remained so in the following months. [Source: www.bls.gov] 2012-01-30: The unemployment rate in the United States decreased from 8.5% to 8.3% in January 2012, with payroll employment growth of 243,000. [Source: www.epi.org]; The U-3 unemployment rate, which is the total unemployed as a percent of the civilian labor force, is the definition used for the official unemployment rate. [Source: www.bls.gov];'\n 'Available facts are as follows: 2012-02-20: The median earnings of workers in the United States vary by educational attainment, with higher earnings associated with higher levels of education. [Source: census.gov]; The unemployment rate for high school dropouts reached a peak of 17.6% in January 2010. [Source: www.census.gov]; The unemployment rate for African Americans has consistently been roughly twice the white rate over the past 50 years. [Source: www.epi.org]; The volunteer rate in the United States rose in 2011, with 26.8% of employed persons volunteering. [Source: www.bls.gov]; Real earnings in January 2012 remained unchanged due to a 0.2% increase in the Consumer Price Index offsetting a 0.2% increase in average hourly earnings. [Source: www.bls.gov] 2012-02-13: The rate of unemployment in the United States has exceeded 8 percent since February 2009, making it the longest stretch of high unemployment. [Source: www.cbo.gov]; The unemployment rate in the United States dropped to 8.3 percent in February 2012. [Source: www.epi.org]; The Congressional Budget Office (CBO) projects that the unemployment rate will remain above 8 percent until 2014. [Source: www.cbo.gov] 2012-02-06: The U.S. unemployment rate was higher than most other industrialized countries by the end of the 2007-2009 recession and remained so in the following months. [Source: www.bls.gov] 2012-01-30: The unemployment rate in the United States decreased from 8.5% to 8.3% in January 2012, with payroll employment growth of 243,000. [Source: www.epi.org]; The U-3 unemployment rate, which is the total unemployed as a percent of the civilian labor force, is the definition used for the official unemployment rate. [Source: www.bls.gov];']"}
-{"batch_x": [9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273], "batch_y": [7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432], "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]], "batch_text": "['Available facts are as follows: 2012-03-26: The U.S. unemployment rate has been a significant concern, with rates varying across states and regions, such as Michigan having a higher rate of 15.3% in October 2009. [Source: npc.umich.edu]; The Canadian unemployment rate is currently 0.9 percentage points below that of the United States. [Source: www.budget.canada.ca] 2012-03-19: The national unemployment rate in the United States was a concern in 2011-2012, with various states experiencing different rates of unemployment. [Source: www.bls.gov] 2012-03-12: As of 2012, Nevada had the highest unemployment rate at 13.5%, followed by California at 11.7%, while North Dakota had the lowest jobless rate. [Source: www.bls.gov]; The national average unemployment rate increased 4.2 percentage points during the recession. [Source: www.urban.org]; The Federal Reserve announced that 19 bank holding companies have built up their capital levels since the government stress tests in 2009. [Source: www.federalreserve.gov] 2012-03-05: The U.S. unemployment rate was adjusted by 0.5 points in February 2012 due to seasonal factors. [Source]; In 2020, the unemployment rates in the United States and Canada spiked starting at the end of the first quarter and into the second quarter due to the COVID-19 pandemic. [Source]; As of 2011, the national unemployment rate and state & local unemployment rates were tracked by the U.S. Bureau of Labor Statistics. [Source]; In 2011, unit labor costs and real hourly compensation were reported by the U.S. Bureau of Labor Statistics. [Source]; As of 2012, the U.S. economy had fewer jobs than in January 2001, with over 11 million jobs needed to return the unemployment rate to its pre-recession level. [Source];'\n 'Available facts are as follows: 2012-03-26: The U.S. unemployment rate has been a significant concern, with rates varying across states and regions, such as Michigan having a higher rate of 15.3% in October 2009. [Source: npc.umich.edu]; The Canadian unemployment rate is currently 0.9 percentage points below that of the United States. [Source: www.budget.canada.ca] 2012-03-19: The national unemployment rate in the United States was a concern in 2011-2012, with various states experiencing different rates of unemployment. [Source: www.bls.gov] 2012-03-12: As of 2012, Nevada had the highest unemployment rate at 13.5%, followed by California at 11.7%, while North Dakota had the lowest jobless rate. [Source: www.bls.gov]; The national average unemployment rate increased 4.2 percentage points during the recession. [Source: www.urban.org]; The Federal Reserve announced that 19 bank holding companies have built up their capital levels since the government stress tests in 2009. [Source: www.federalreserve.gov] 2012-03-05: The U.S. unemployment rate was adjusted by 0.5 points in February 2012 due to seasonal factors. [Source]; In 2020, the unemployment rates in the United States and Canada spiked starting at the end of the first quarter and into the second quarter due to the COVID-19 pandemic. [Source]; As of 2011, the national unemployment rate and state & local unemployment rates were tracked by the U.S. Bureau of Labor Statistics. [Source]; In 2011, unit labor costs and real hourly compensation were reported by the U.S. Bureau of Labor Statistics. [Source]; As of 2012, the U.S. economy had fewer jobs than in January 2001, with over 11 million jobs needed to return the unemployment rate to its pre-recession level. [Source];']"}
-{"batch_x": [8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137], "batch_y": [7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568], "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]], "batch_text": "['Available facts are as follows: 2012-04-23: In March 2012, 49 states and the District of Columbia registered unemployment rate decreases from a year earlier. [Source: www.bls.gov]; In December 2011, the unemployment rate for older workers was high, and many experienced challenges in finding employment. [Source: www.gao.gov]; The length of job search for the unemployed varied, with some experiencing longer periods of unemployment. [Source: www.bls.gov]; There was unemployment disparity across regions, with mining states having lower unemployment rates. [Source: treasury.gov.au]; The U.S. teen birth rate correlated with state income inequality, with states with higher income inequality having higher teen birth rates. [Source: www.prb.org]; The Small Area Income and Poverty Estimates (SAIPE) Program provided data on income and poverty estimates at the state and county levels. [Source: www.census.gov] 2012-04-16: As of March 2012, the unemployment rate in the United States stood at 8.2 percent. [Source: www.epi.org]; From February 2011 to 2012, unemployment rates were lower. [Source: www.bls.gov] 2012-04-09: The unemployment rate in the United States was 8.2% in March 2012, with little change from previous months. [Source: www.bls.gov]; The peak unemployment rate in Los Angeles was higher than the national average during the same period. [Source: www.federalreserve.gov]; The job finding probability has accounted for three-quarters of the fluctuations in the unemployment rate in the United States since 1948. [Source: www.sciencedirect.com] 2012-04-02: The unemployment rate in the United States dropped to 8.2% in March 2012, with 120,000 jobs added to the economy. [Source: www.americanprogress.org]; Long-term unemployment rates for foreign-born Asian American workers stood at 54.3% in 2010, compared to 51.5% for U.S.-born Asian Americans. [Source: www.epi.org]; The working poor rate was 7.2% in 2010, with 10.5 million individuals working but still living below the poverty line. [Source: www.bls.gov];'\n 'Available facts are as follows: 2012-04-23: In March 2012, 49 states and the District of Columbia registered unemployment rate decreases from a year earlier. [Source: www.bls.gov]; In December 2011, the unemployment rate for older workers was high, and many experienced challenges in finding employment. [Source: www.gao.gov]; The length of job search for the unemployed varied, with some experiencing longer periods of unemployment. [Source: www.bls.gov]; There was unemployment disparity across regions, with mining states having lower unemployment rates. [Source: treasury.gov.au]; The U.S. teen birth rate correlated with state income inequality, with states with higher income inequality having higher teen birth rates. [Source: www.prb.org]; The Small Area Income and Poverty Estimates (SAIPE) Program provided data on income and poverty estimates at the state and county levels. [Source: www.census.gov] 2012-04-16: As of March 2012, the unemployment rate in the United States stood at 8.2 percent. [Source: www.epi.org]; From February 2011 to 2012, unemployment rates were lower. [Source: www.bls.gov] 2012-04-09: The unemployment rate in the United States was 8.2% in March 2012, with little change from previous months. [Source: www.bls.gov]; The peak unemployment rate in Los Angeles was higher than the national average during the same period. [Source: www.federalreserve.gov]; The job finding probability has accounted for three-quarters of the fluctuations in the unemployment rate in the United States since 1948. [Source: www.sciencedirect.com] 2012-04-02: The unemployment rate in the United States dropped to 8.2% in March 2012, with 120,000 jobs added to the economy. [Source: www.americanprogress.org]; Long-term unemployment rates for foreign-born Asian American workers stood at 54.3% in 2010, compared to 51.5% for U.S.-born Asian Americans. [Source: www.epi.org]; The working poor rate was 7.2% in 2010, with 10.5 million individuals working but still living below the poverty line. [Source: www.bls.gov];']"}
-{"batch_x": [8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432], "batch_y": [8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5], "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]], "batch_text": "[\"Available facts are as follows: 2012-05-21: As of May 2012, California had high long-term unemployment rates, and a significant portion of the Asian American labor force resides in California. [Source: www.epi.org]; Eligible claimants in Missouri may receive up to 20 weeks of unemployment insurance benefits through the state. [Source: www.mo.gov]; The labor force participation rate has declined in the United States between 2007 and 2011, with a high unemployment rate. [Source: www.epi.org]; Changes in U.S. immigration laws or policies could have significant impacts on the supply of foreign-born, hired farm labor. [Source: www.ers.usda.gov]; Home production increases in states with high unemployment rates, but the unemployment rate in 2009 was almost as high as in previous years. [Source: apps.bea.gov]; The national unemployment rate and state & local unemployment rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; Support for unemployment benefits varies across countries, with social protection significantly softening the impact of the crisis for many individuals. [Source: www.intereconomics.eu] 2012-05-14: The U.S. annual average unemployment rate fell from 9.6 percent in 2010 to 8.9 percent in 2011. [Source: www.ers.usda.gov]; In Oconomowoc, Wisconsin, the unemployment rate was 7.10% in 2012, lower than the national average. [Source: www.oconomowoc-wi.gov]; The AAPI (Asian American Pacific Islander) unemployment rate peaked at 7.8% in 2010. [Source: obamawhitehouse.archives.gov]; The national unemployment rate varied across regions, with rural areas having higher rates than urban areas. [Source: www.ers.usda.gov] 2012-05-07: The U.S. employment has increased steadily since the second quarter of 2020, adding more than 21 million jobs. [Source: www.bls.gov]; The U.S. unemployment rate was 10.6% in 2010. [Source: www.farmworkerjustice.org]; U.S. import prices declined 0.5 percent in April 2012, following a 1.5-percent increase in March. [Source: www.bls.gov]; The child poverty rate in selected developed countries, including the United States, was reported in 2009. [Source: www.epi.org] 2012-04-30: The Gallup seasonally adjusted U.S. unemployment rate increased in April, while the unadjusted rate showed a modest decline to 8.3% from 8.4% in March. [Source: news.gallup.com]; The U.S. unemployment rate is about one percentage point above Canada's rate, with the U.S. rate at 8.1% and Canada's at 7.2%. [Source: milescorak.com]; The unemployment rate for young male college graduates in the U.S. has improved, but the labor market for young graduates remains grim. [Source: www.epi.org]; The national unemployment rate in the U.S. is around 8.1%, with varying state unemployment rates. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2012-05-21: As of May 2012, California had high long-term unemployment rates, and a significant portion of the Asian American labor force resides in California. [Source: www.epi.org]; Eligible claimants in Missouri may receive up to 20 weeks of unemployment insurance benefits through the state. [Source: www.mo.gov]; The labor force participation rate has declined in the United States between 2007 and 2011, with a high unemployment rate. [Source: www.epi.org]; Changes in U.S. immigration laws or policies could have significant impacts on the supply of foreign-born, hired farm labor. [Source: www.ers.usda.gov]; Home production increases in states with high unemployment rates, but the unemployment rate in 2009 was almost as high as in previous years. [Source: apps.bea.gov]; The national unemployment rate and state & local unemployment rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; Support for unemployment benefits varies across countries, with social protection significantly softening the impact of the crisis for many individuals. [Source: www.intereconomics.eu] 2012-05-14: The U.S. annual average unemployment rate fell from 9.6 percent in 2010 to 8.9 percent in 2011. [Source: www.ers.usda.gov]; In Oconomowoc, Wisconsin, the unemployment rate was 7.10% in 2012, lower than the national average. [Source: www.oconomowoc-wi.gov]; The AAPI (Asian American Pacific Islander) unemployment rate peaked at 7.8% in 2010. [Source: obamawhitehouse.archives.gov]; The national unemployment rate varied across regions, with rural areas having higher rates than urban areas. [Source: www.ers.usda.gov] 2012-05-07: The U.S. employment has increased steadily since the second quarter of 2020, adding more than 21 million jobs. [Source: www.bls.gov]; The U.S. unemployment rate was 10.6% in 2010. [Source: www.farmworkerjustice.org]; U.S. import prices declined 0.5 percent in April 2012, following a 1.5-percent increase in March. [Source: www.bls.gov]; The child poverty rate in selected developed countries, including the United States, was reported in 2009. [Source: www.epi.org] 2012-04-30: The Gallup seasonally adjusted U.S. unemployment rate increased in April, while the unadjusted rate showed a modest decline to 8.3% from 8.4% in March. [Source: news.gallup.com]; The U.S. unemployment rate is about one percentage point above Canada's rate, with the U.S. rate at 8.1% and Canada's at 7.2%. [Source: milescorak.com]; The unemployment rate for young male college graduates in the U.S. has improved, but the labor market for young graduates remains grim. [Source: www.epi.org]; The national unemployment rate in the U.S. is around 8.1%, with varying state unemployment rates. [Source: www.bls.gov];\"]"}
-{"batch_x": [8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273], "batch_y": [8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727], "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]], "batch_text": "['Available facts are as follows: 2012-06-25: The unemployment rate is the number of unemployed persons as a percent of the civilian labor force. [Source: www.bls.gov]; The unemployment rate among persons with a disability in the United States was reported in 2011. [Source: www.bls.gov]; The unemployment rate in Puerto Rico was 39 percent, 19 percentage points higher than the U.S. rate. [Source: www.newyorkfed.org] 2012-06-18: In May 2012, state unemployment rates varied across the United States, with some states experiencing higher rates than others. [Source: www.bls.gov]; As of 2012, unemployment was 3.5 percentage points higher than before the recession, and lost private-sector jobs were only two-thirds the rate of the average spending cut state. [Source: www.americanprogress.org]; A mass layoff event occurs when fifty or more initial claims for unemployment insurance benefits are filed against an employer during a 5-week period. [Source: www.bls.gov]; The unemployment rates of the Los Angeles region, California, and the United States were tracked from January 2007 to March 2012. [Source: www.epi.org]; In 2005, most Asians in the United States (58%) were employed, and among workers ages 25 and older who were unemployed, 45% were Asian. [Source: www.pewresearch.org]; In the mid-2000s, about 7% of U.S. workers saw their jobs disappear in any three-month period. [Source: opened.cuny.edu]; The IMF projected real GDP in the United States to increase 2.0% in 2012. [Source: sgp.fas.org]; The unemployment rate of Chicago was 8.6 percent in May 2012, compared to 10.1 percent in May 2011. [Source: www.cps.edu] 2012-06-11: The unemployment rate in the United States has been decreasing across many socioeconomic groups, but certain groups such as persons with disabilities and returning veterans are still facing difficulties in finding employment. [Source: www.bls.gov, eoa.oregonstate.edu]; The employment-population ratio is the proportion of the civilian noninstitutional population that is employed. [Source: www.bls.gov]; Spain, Ireland, Portugal, and the United States experienced the largest increases in the unemployment rate between 2007 and 2011. [Source: www.imf.org] 2012-06-04: The unemployment rate in the United States was 8.2% in May 2012. [Source: www.bls.gov];'\n 'Available facts are as follows: 2012-06-25: The unemployment rate is the number of unemployed persons as a percent of the civilian labor force. [Source: www.bls.gov]; The unemployment rate among persons with a disability in the United States was reported in 2011. [Source: www.bls.gov]; The unemployment rate in Puerto Rico was 39 percent, 19 percentage points higher than the U.S. rate. [Source: www.newyorkfed.org] 2012-06-18: In May 2012, state unemployment rates varied across the United States, with some states experiencing higher rates than others. [Source: www.bls.gov]; As of 2012, unemployment was 3.5 percentage points higher than before the recession, and lost private-sector jobs were only two-thirds the rate of the average spending cut state. [Source: www.americanprogress.org]; A mass layoff event occurs when fifty or more initial claims for unemployment insurance benefits are filed against an employer during a 5-week period. [Source: www.bls.gov]; The unemployment rates of the Los Angeles region, California, and the United States were tracked from January 2007 to March 2012. [Source: www.epi.org]; In 2005, most Asians in the United States (58%) were employed, and among workers ages 25 and older who were unemployed, 45% were Asian. [Source: www.pewresearch.org]; In the mid-2000s, about 7% of U.S. workers saw their jobs disappear in any three-month period. [Source: opened.cuny.edu]; The IMF projected real GDP in the United States to increase 2.0% in 2012. [Source: sgp.fas.org]; The unemployment rate of Chicago was 8.6 percent in May 2012, compared to 10.1 percent in May 2011. [Source: www.cps.edu] 2012-06-11: The unemployment rate in the United States has been decreasing across many socioeconomic groups, but certain groups such as persons with disabilities and returning veterans are still facing difficulties in finding employment. [Source: www.bls.gov, eoa.oregonstate.edu]; The employment-population ratio is the proportion of the civilian noninstitutional population that is employed. [Source: www.bls.gov]; Spain, Ireland, Portugal, and the United States experienced the largest increases in the unemployment rate between 2007 and 2011. [Source: www.imf.org] 2012-06-04: The unemployment rate in the United States was 8.2% in May 2012. [Source: www.bls.gov];']"}
-{"batch_x": [8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727], "batch_y": [8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568], "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]], "batch_text": "[\"Available facts are as follows: 2012-07-23: In June 2012, 25 states reported jobless rates significantly lower than the U.S. figure of 8.2 percent, 8 states had measurably higher rates, and 17 states and the District of Columbia had rates not significantly different from that of the U.S. [Source: www.bls.gov]; The U.S. Bureau of Labor Statistics defines an unemployed person as a potential worker who is currently jobless, has actively sought work in the previous four weeks, and is currently available to start work. [Source: www.brookings.edu] 2012-07-16: The U.S. fertility rate is edging closer to Total Fertility Rates (TFRs) in other developed countries. [Source: www.prb.org]; The U.S. economy has created 2.6 million net jobs since the end of the Great Recession in June 2009. [Source: www.epi.org]; 80% of jobs created since the recession's end have gone to men. [Source: www.epi.org]; The national unemployment rate and state & local unemployment rates are available on the Bureau of Labor Statistics website. [Source: www.bls.gov]; The unemployment rate is calculated based on the Current Population Survey (CPS). [Source: en.wikipedia.org] 2012-07-09: The unemployment rate for Black or African Americans was 15.2% in 2012, followed by American Indian and Alaska Natives at 14.9%. [Source]; The poverty rate increased the most in rural areas and regions with high unemployment rates during the 2007-09 recession. [Source]; The unemployment rate declined by 1.2 to 2.8 percentage points in three U.S. states since the worst days of the crisis. [Source] 2012-07-02: The unemployment rate in the United States was 8.2% in June 2012, with 80,000 jobs added to the economy. [Source: www.nytimes.com]; The unemployment rate in Manistee County, MI was tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; The unemployment rate in Mason County, MI was also tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org];\"\n \"Available facts are as follows: 2012-07-23: In June 2012, 25 states reported jobless rates significantly lower than the U.S. figure of 8.2 percent, 8 states had measurably higher rates, and 17 states and the District of Columbia had rates not significantly different from that of the U.S. [Source: www.bls.gov]; The U.S. Bureau of Labor Statistics defines an unemployed person as a potential worker who is currently jobless, has actively sought work in the previous four weeks, and is currently available to start work. [Source: www.brookings.edu] 2012-07-16: The U.S. fertility rate is edging closer to Total Fertility Rates (TFRs) in other developed countries. [Source: www.prb.org]; The U.S. economy has created 2.6 million net jobs since the end of the Great Recession in June 2009. [Source: www.epi.org]; 80% of jobs created since the recession's end have gone to men. [Source: www.epi.org]; The national unemployment rate and state & local unemployment rates are available on the Bureau of Labor Statistics website. [Source: www.bls.gov]; The unemployment rate is calculated based on the Current Population Survey (CPS). [Source: en.wikipedia.org] 2012-07-09: The unemployment rate for Black or African Americans was 15.2% in 2012, followed by American Indian and Alaska Natives at 14.9%. [Source]; The poverty rate increased the most in rural areas and regions with high unemployment rates during the 2007-09 recession. [Source]; The unemployment rate declined by 1.2 to 2.8 percentage points in three U.S. states since the worst days of the crisis. [Source] 2012-07-02: The unemployment rate in the United States was 8.2% in June 2012, with 80,000 jobs added to the economy. [Source: www.nytimes.com]; The unemployment rate in Manistee County, MI was tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; The unemployment rate in Mason County, MI was also tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org];\"]"}
-{"batch_x": [8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137], "batch_y": [7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568], "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]], "batch_text": "['Available facts are as follows: 2012-08-20: Regional and state unemployment rates were generally little changed or slightly higher in July 2012, with the national jobless rate remaining unchanged. [Source: www.bls.gov]; The Consumer Price Index (CPI) is an estimate of the average change in prices over time paid by urban consumers for a market basket of consumer goods and services. [Source: www.bls.gov]; The Unemployment Rate for the United States was recorded from April 1929 to June 1942, with a quarterly, seasonally adjusted rate from Q2 1940 to Q4 1946. [Source: fred.stlouisfed.org] 2012-08-13: The unemployment rate in the United States rose from an average value of 4.6% in 2006 to its peak of 10% in October 2009. [Source: www.newyorkfed.org]; In 2011, high school dropouts had an unemployment rate of 14.1%, while those with a bachelor\\'s degree or higher had an unemployment rate of 4.3%. [Source: research.newamericaneconomy.org]; The unemployment rate in the United States continues to rise, despite increased hiring by businesses. [Source: www.debt.org] 2012-08-06: The unemployment rate in the US in 2009 ranged from 6.8% in Arkansas to 9.5% in other states. [Source: pubmed.ncbi.nlm.nih.gov]; In July 2012, the Bureau of Labor Statistics reported on employment and unemployment in the US. [Source: www.bls.gov]; The U.S. Census Bureau reported an average unemployment rate of 8.3% among the White, non-Hispanic labor force in North Carolina between 2008 and 2010. [Source: gri.unc.edu]; In 2012, Puerto Ricans had the highest unemployment rates, while Cubans had the lowest among Latino ethnic groups. [Source: www.americanprogress.org]; The U.S. Census Bureau released a mobile app, \"America\\'s Economy,\" providing real-time statistics on the US economy in 2012. [Source: www.census.gov] 2012-07-30: The national unemployment rate in the United States was reported in June 2012. [Source: www.bls.gov]; The cost of the unemployment insurance program is financed by employers who pay state and federal taxes on part of the wages paid to each employee. [Source: does.dc.gov]; Falling public employment has been among the largest contributors to unemployment in the United States since the end of the Great Recession. [Source: www.hamiltonproject.org, www.brookings.edu]; The average annual inflation rate in the United States from 1950 to 2010 was 3.7 percent. [Source: www.aapd.org];'\n 'Available facts are as follows: 2012-08-20: Regional and state unemployment rates were generally little changed or slightly higher in July 2012, with the national jobless rate remaining unchanged. [Source: www.bls.gov]; The Consumer Price Index (CPI) is an estimate of the average change in prices over time paid by urban consumers for a market basket of consumer goods and services. [Source: www.bls.gov]; The Unemployment Rate for the United States was recorded from April 1929 to June 1942, with a quarterly, seasonally adjusted rate from Q2 1940 to Q4 1946. [Source: fred.stlouisfed.org] 2012-08-13: The unemployment rate in the United States rose from an average value of 4.6% in 2006 to its peak of 10% in October 2009. [Source: www.newyorkfed.org]; In 2011, high school dropouts had an unemployment rate of 14.1%, while those with a bachelor\\'s degree or higher had an unemployment rate of 4.3%. [Source: research.newamericaneconomy.org]; The unemployment rate in the United States continues to rise, despite increased hiring by businesses. [Source: www.debt.org] 2012-08-06: The unemployment rate in the US in 2009 ranged from 6.8% in Arkansas to 9.5% in other states. [Source: pubmed.ncbi.nlm.nih.gov]; In July 2012, the Bureau of Labor Statistics reported on employment and unemployment in the US. [Source: www.bls.gov]; The U.S. Census Bureau reported an average unemployment rate of 8.3% among the White, non-Hispanic labor force in North Carolina between 2008 and 2010. [Source: gri.unc.edu]; In 2012, Puerto Ricans had the highest unemployment rates, while Cubans had the lowest among Latino ethnic groups. [Source: www.americanprogress.org]; The U.S. Census Bureau released a mobile app, \"America\\'s Economy,\" providing real-time statistics on the US economy in 2012. [Source: www.census.gov] 2012-07-30: The national unemployment rate in the United States was reported in June 2012. [Source: www.bls.gov]; The cost of the unemployment insurance program is financed by employers who pay state and federal taxes on part of the wages paid to each employee. [Source: does.dc.gov]; Falling public employment has been among the largest contributors to unemployment in the United States since the end of the Great Recession. [Source: www.hamiltonproject.org, www.brookings.edu]; The average annual inflation rate in the United States from 1950 to 2010 was 3.7 percent. [Source: www.aapd.org];']"}
-{"batch_x": [8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568], "batch_y": [7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863], "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]], "batch_text": "[\"Available facts are as follows: 2012-09-24: As of August 2012, North Dakota had the lowest jobless rate at 3.0 percent, while Alabama's unemployment rate was not specified. [Source: www.bls.gov]; In 2010, the hourly compensation costs in manufacturing varied across selected countries, with the United States having a rate of $34.74 per hour. [Source: www.bls.gov]; As of 2010, the state unemployment rate in New York was 8.5 percent, with 42 cities having higher rates and 48 cities having poverty rates exceeding the state rate. [Source: www.osc.ny.gov] 2012-09-17: As of 2012, Ohio's economy ranks 8th largest among states, with an unemployment rate similar to the national average. [Source: lsc.ohio.gov]; The U.S. unemployment rate in mid-September 2012 was 7.9%, down 0.2 percentage points from August. [Source: news.gallup.com]; In January 2012, the median tenure of public sector employees was 7.8 years, almost double that of private sector employees at 4.2 years. [Source: www.bls.gov]; As of 2012, the state unemployment rate in New Jersey was 9.9%, with Camden, NJ having an even higher jobless rate. [Source: www.thirteen.org] 2012-09-10: The unemployment rate in the United States was 8.1% in August 2012, and the labor force participation rate was also down. [Source: www.bls.gov] 2012-09-03: As of 2011, unemployment rates were lowest for non-Hispanic Asians (7.0 percent) and non-Hispanic Whites (7.2 percent) in the United States. [Source]; In 2012, about 15 percent of the U.S. workforce was either unemployed, underemployed, or marginally attached, nearly twice the rate just before the Great Recession. [Source]; The youth unemployment rate in Greece and Spain climbed to 53 percent, compared to 15 percent in the United States. [Source];\"\n \"Available facts are as follows: 2012-09-24: As of August 2012, North Dakota had the lowest jobless rate at 3.0 percent, while Alabama's unemployment rate was not specified. [Source: www.bls.gov]; In 2010, the hourly compensation costs in manufacturing varied across selected countries, with the United States having a rate of $34.74 per hour. [Source: www.bls.gov]; As of 2010, the state unemployment rate in New York was 8.5 percent, with 42 cities having higher rates and 48 cities having poverty rates exceeding the state rate. [Source: www.osc.ny.gov] 2012-09-17: As of 2012, Ohio's economy ranks 8th largest among states, with an unemployment rate similar to the national average. [Source: lsc.ohio.gov]; The U.S. unemployment rate in mid-September 2012 was 7.9%, down 0.2 percentage points from August. [Source: news.gallup.com]; In January 2012, the median tenure of public sector employees was 7.8 years, almost double that of private sector employees at 4.2 years. [Source: www.bls.gov]; As of 2012, the state unemployment rate in New Jersey was 9.9%, with Camden, NJ having an even higher jobless rate. [Source: www.thirteen.org] 2012-09-10: The unemployment rate in the United States was 8.1% in August 2012, and the labor force participation rate was also down. [Source: www.bls.gov] 2012-09-03: As of 2011, unemployment rates were lowest for non-Hispanic Asians (7.0 percent) and non-Hispanic Whites (7.2 percent) in the United States. [Source]; In 2012, about 15 percent of the U.S. workforce was either unemployed, underemployed, or marginally attached, nearly twice the rate just before the Great Recession. [Source]; The youth unemployment rate in Greece and Spain climbed to 53 percent, compared to 15 percent in the United States. [Source];\"]"}
-{"batch_x": [8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5], "batch_y": [7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863], "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]], "batch_text": "['Available facts are as follows: 2012-10-22: The US unemployment rate has historically not seen sustained downward pressure with the current rate of growth. [Source: www.epi.org]; The unemployment rate in September 2012 was 10.2% in California. [Source: edd.ca.gov]; 25.8 million workers are either unemployed or underemployed in the US. [Source: www.dissentmagazine.org] 2012-10-15: The unemployment rate of immigrants with African college degrees was 7.7 percent, or 71 percent higher than that of immigrants with U.S. college degrees (4.5%). [Source: lincs.ed.gov]; The college enrollment rate increased from 53 percent among high school graduates. [Source: www.bls.gov]; The national unemployment rate in the United States was 8.1 percent in July 2012. [Source: www.esri.com]; The youth unemployment rate for the ten new EU member states was 30%. [Source: ftp.iza.org] 2012-10-08: Objective facts about the Economics situationThe unemployment rate in the United States was 7.8% in September 2012, according to the Bureau of Labor Statistics. [Source: www.bls.gov]The maximum duration of unemployment benefits in the highest unemployment states was extended by the U.S. Congress to 99 weeks in the depths of the Great Recession. [Source: scholar.harvard.edu] 2012-10-01: The unemployment rate in the United States was 7.8% in October 2012, down from 8.1% the previous month. [Source: www.nytimes.com]; The unemployment rate in emerging markets and developing economies was expected to increase by ¼ percentage point. [Source: www.imf.org]; The unemployment rate for college-educated workers in the US was not showing signs of supply limits. [Source: cepr.net]; The unemployment rate in Alabama was lower than the rest of the region, with a rate of 5.3% in Panama City, compared to the US average of 6.0%. [Source: www.epi.org, installations.militaryonesource.mil];'\n 'Available facts are as follows: 2012-10-22: The US unemployment rate has historically not seen sustained downward pressure with the current rate of growth. [Source: www.epi.org]; The unemployment rate in September 2012 was 10.2% in California. [Source: edd.ca.gov]; 25.8 million workers are either unemployed or underemployed in the US. [Source: www.dissentmagazine.org] 2012-10-15: The unemployment rate of immigrants with African college degrees was 7.7 percent, or 71 percent higher than that of immigrants with U.S. college degrees (4.5%). [Source: lincs.ed.gov]; The college enrollment rate increased from 53 percent among high school graduates. [Source: www.bls.gov]; The national unemployment rate in the United States was 8.1 percent in July 2012. [Source: www.esri.com]; The youth unemployment rate for the ten new EU member states was 30%. [Source: ftp.iza.org] 2012-10-08: Objective facts about the Economics situationThe unemployment rate in the United States was 7.8% in September 2012, according to the Bureau of Labor Statistics. [Source: www.bls.gov]The maximum duration of unemployment benefits in the highest unemployment states was extended by the U.S. Congress to 99 weeks in the depths of the Great Recession. [Source: scholar.harvard.edu] 2012-10-01: The unemployment rate in the United States was 7.8% in October 2012, down from 8.1% the previous month. [Source: www.nytimes.com]; The unemployment rate in emerging markets and developing economies was expected to increase by ¼ percentage point. [Source: www.imf.org]; The unemployment rate for college-educated workers in the US was not showing signs of supply limits. [Source: cepr.net]; The unemployment rate in Alabama was lower than the rest of the region, with a rate of 5.3% in Panama City, compared to the US average of 6.0%. [Source: www.epi.org, installations.militaryonesource.mil];']"}
-{"batch_x": [7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432], "batch_y": [7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137], "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]], "batch_text": "['Available facts are as follows: 2012-11-19: The unemployment rate in the United States is a major concern, with extended mass layoffs reported in the third quarter of 2012 [Source: www.bls.gov]. Unemployment rates vary by state, with some states having rates as high as 12.9% [Source: www.bls.gov]. 2012-11-12: The unemployment rate in the United States was 25% in 1933, up from 3.2% in 1929 during the Great Depression [Source: www.digitalhistory.uh.edu]. The current long-term unemployment problem in the US is unlike anything experienced before [Source: www.americanprogress.org]. 2012-11-05: The labor force participation rate increased by education level for Americans born from 1980 to 1984. [Source: www.bls.gov]; The unemployment rate in the US was 3.8 percent in April 2024. [Source: www.bls.gov]; National and state-level reports present prevalence and relative economic status of people with disabilities in the US. [Source: www.disabilitystatistics.org]; The unemployment rate in European countries (except Germany) is higher than in the US. [Source: research.stlouisfed.org]; Frictional unemployment is always present in the economy due to temporary transitions between jobs. [Source: www.debt.org]; The job openings rate in the US was back to its June 2008 level in June 2012. [Source: www.imf.org]; In 2011, 63 percent of Ohioans who filed initial claims for unemployment insurance benefits received them. [Source: www.policymattersohio.org]; The US jobs deficit is 9 million. [Source: www.epi.org] 2012-10-29: The United States unemployment rate increased to 7.9% in October 2012, with payroll employment up 171,000. [Source: www.jec.senate.gov]; Metropolitan division employment and unemployment rates vary across the US, with some areas experiencing higher unemployment rates than others. [Source: www.bls.gov]; Community and social service occupations accounted for less than 1.5% of US employment in 2011, with 1.9 million jobs. [Source: www.bls.gov]; The Euro area unemployment rate was 11.6% in September 2012, with the EU27 rate at 10.6%. [Source: europa.eu];'\n 'Available facts are as follows: 2012-11-19: The unemployment rate in the United States is a major concern, with extended mass layoffs reported in the third quarter of 2012 [Source: www.bls.gov]. Unemployment rates vary by state, with some states having rates as high as 12.9% [Source: www.bls.gov]. 2012-11-12: The unemployment rate in the United States was 25% in 1933, up from 3.2% in 1929 during the Great Depression [Source: www.digitalhistory.uh.edu]. The current long-term unemployment problem in the US is unlike anything experienced before [Source: www.americanprogress.org]. 2012-11-05: The labor force participation rate increased by education level for Americans born from 1980 to 1984. [Source: www.bls.gov]; The unemployment rate in the US was 3.8 percent in April 2024. [Source: www.bls.gov]; National and state-level reports present prevalence and relative economic status of people with disabilities in the US. [Source: www.disabilitystatistics.org]; The unemployment rate in European countries (except Germany) is higher than in the US. [Source: research.stlouisfed.org]; Frictional unemployment is always present in the economy due to temporary transitions between jobs. [Source: www.debt.org]; The job openings rate in the US was back to its June 2008 level in June 2012. [Source: www.imf.org]; In 2011, 63 percent of Ohioans who filed initial claims for unemployment insurance benefits received them. [Source: www.policymattersohio.org]; The US jobs deficit is 9 million. [Source: www.epi.org] 2012-10-29: The United States unemployment rate increased to 7.9% in October 2012, with payroll employment up 171,000. [Source: www.jec.senate.gov]; Metropolitan division employment and unemployment rates vary across the US, with some areas experiencing higher unemployment rates than others. [Source: www.bls.gov]; Community and social service occupations accounted for less than 1.5% of US employment in 2011, with 1.9 million jobs. [Source: www.bls.gov]; The Euro area unemployment rate was 11.6% in September 2012, with the EU27 rate at 10.6%. [Source: europa.eu];']"}
-{"batch_x": [7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568], "batch_y": [8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863], "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]], "batch_text": "['Available facts are as follows: 2012-12-24: In 2011, 153.5 million persons worked at some point during the year, with 65.8% of workers working full-time, year-round. [Source: www.bls.gov]; In November 2012, employers took 1,759 mass layoff actions, involving 173,558 workers, as measured by new filings for unemployment insurance benefits. [Source: www.bls.gov] 2012-12-17: The unemployment rate in the United States was 7.7% in November 2012 [Source: www.offutt.af.mil]. In 2010, unemployed single mothers were less likely to receive Unemployment Insurance (UI) than other unemployed persons [Source: www.legalmomentum.org]. The U.S. economy had a jobs shortfall of 8.9 million in 2012 [Source: www.epi.org]. 2012-12-10: The unemployment rate in the United States edged down from 7.9 percent in October to 7.7 percent in November 2012. [Source: www.bls.gov] 2012-12-03: The unemployment rate in the United States has been high since the Great Recession, with a slow recovery. The labor force growth rate has declined, and the population growth rate is also expected to decline. [Source: www.bls.gov, www.epi.org];'\n 'Available facts are as follows: 2012-12-24: In 2011, 153.5 million persons worked at some point during the year, with 65.8% of workers working full-time, year-round. [Source: www.bls.gov]; In November 2012, employers took 1,759 mass layoff actions, involving 173,558 workers, as measured by new filings for unemployment insurance benefits. [Source: www.bls.gov] 2012-12-17: The unemployment rate in the United States was 7.7% in November 2012 [Source: www.offutt.af.mil]. In 2010, unemployed single mothers were less likely to receive Unemployment Insurance (UI) than other unemployed persons [Source: www.legalmomentum.org]. The U.S. economy had a jobs shortfall of 8.9 million in 2012 [Source: www.epi.org]. 2012-12-10: The unemployment rate in the United States edged down from 7.9 percent in October to 7.7 percent in November 2012. [Source: www.bls.gov] 2012-12-03: The unemployment rate in the United States has been high since the Great Recession, with a slow recovery. The labor force growth rate has declined, and the population growth rate is also expected to decline. [Source: www.bls.gov, www.epi.org];']"}
-{"batch_x": [8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5], "batch_y": [8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0], "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]], "batch_text": "[\"Available facts are as follows: 2013-01-21: As of 2013, the largest over-the-year employment increase occurred in Texas, while Nevada had the largest decrease in unemployment rate among the states. [Source: www.bls.gov] 2013-01-14: The unemployment rate is a key indicator of the economic situation, and the U.S. Bureau of Labor Statistics (BLS) releases unemployment data at the beginning of every month. [Source: www.huduser.gov]; The national unemployment rate has been relatively low in Nebraska during the 2000s. [Source: nebraskalegislature.gov]; The unemployment rate in the Yukon-Koyukuk Census Area of Alaska is higher than the rest of the state, ranging from 1990 to 2011. [Source: dot.alaska.gov] 2013-01-07: The unemployment rate in the US was high in 2013, with some metropolitan areas having rates above the national average. [Source: www.bls.gov] 2012-12-31: In November 2012, twenty-five states reported jobless rates significantly lower than the U.S. figure of [Source: www.bls.gov]. California's unemployment rate has been between 2 and 3 percentage points higher than the U.S. unemployment rate since the recession began [Source: www.lao.ca.gov].;\"\n \"Available facts are as follows: 2013-01-21: As of 2013, the largest over-the-year employment increase occurred in Texas, while Nevada had the largest decrease in unemployment rate among the states. [Source: www.bls.gov] 2013-01-14: The unemployment rate is a key indicator of the economic situation, and the U.S. Bureau of Labor Statistics (BLS) releases unemployment data at the beginning of every month. [Source: www.huduser.gov]; The national unemployment rate has been relatively low in Nebraska during the 2000s. [Source: nebraskalegislature.gov]; The unemployment rate in the Yukon-Koyukuk Census Area of Alaska is higher than the rest of the state, ranging from 1990 to 2011. [Source: dot.alaska.gov] 2013-01-07: The unemployment rate in the US was high in 2013, with some metropolitan areas having rates above the national average. [Source: www.bls.gov] 2012-12-31: In November 2012, twenty-five states reported jobless rates significantly lower than the U.S. figure of [Source: www.bls.gov]. California's unemployment rate has been between 2 and 3 percentage points higher than the U.S. unemployment rate since the recession began [Source: www.lao.ca.gov].;\"]"}
-{"batch_x": [8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727], "batch_y": [7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0], "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]], "batch_text": "['Available facts are as follows: 2013-02-18: The unemployment rate was significantly associated with job dissatisfaction from 2008 to 2011 in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The national unemployment rate in the United States was tracked from 2012 to 2013, with a seasonally-adjusted rate available. [Source: libraries.mit.edu]; In 2011, black immigrants had the highest unemployment rate of 12.5 percent among foreign-born groups in the United States. [Source: www.americanprogress.org]; Native Americans had an unemployment rate of around 50 percent, making them the poorest minority group in the United States. [Source: nij.ojp.gov] 2013-02-11: The national unemployment rate in the US has hovered around 8% for more than a year. [Source: www.rpc.senate.gov]; In February 2013, there were 3.5 million youth unemployed in the US, corresponding to an unemployment rate of 16.3%. [Source: www.ilo.org]; The US unemployment rate has begun to decline, but the outflow rate remains significantly higher than in continental EU countries. [Source: www.oecd.org] 2013-02-04: The unemployment rate in the United States was 7.9% in January 2013, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2013-01-28: As of December 2012, the US unemployment rate was 7.6%, with 204 areas recording rates below this figure, 154 areas reporting rates above it, and 14 areas having rates equal to it. [Source: www.bls.gov]; Labor productivity, which is the ratio of the output of goods and services to the hours of labor used to produce them, is an important indicator of economic performance. [Source: www.bls.gov];'\n 'Available facts are as follows: 2013-02-18: The unemployment rate was significantly associated with job dissatisfaction from 2008 to 2011 in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The national unemployment rate in the United States was tracked from 2012 to 2013, with a seasonally-adjusted rate available. [Source: libraries.mit.edu]; In 2011, black immigrants had the highest unemployment rate of 12.5 percent among foreign-born groups in the United States. [Source: www.americanprogress.org]; Native Americans had an unemployment rate of around 50 percent, making them the poorest minority group in the United States. [Source: nij.ojp.gov] 2013-02-11: The national unemployment rate in the US has hovered around 8% for more than a year. [Source: www.rpc.senate.gov]; In February 2013, there were 3.5 million youth unemployed in the US, corresponding to an unemployment rate of 16.3%. [Source: www.ilo.org]; The US unemployment rate has begun to decline, but the outflow rate remains significantly higher than in continental EU countries. [Source: www.oecd.org] 2013-02-04: The unemployment rate in the United States was 7.9% in January 2013, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2013-01-28: As of December 2012, the US unemployment rate was 7.6%, with 204 areas recording rates below this figure, 154 areas reporting rates above it, and 14 areas having rates equal to it. [Source: www.bls.gov]; Labor productivity, which is the ratio of the output of goods and services to the hours of labor used to produce them, is an important indicator of economic performance. [Source: www.bls.gov];']"}
-{"batch_x": [8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568], "batch_y": [7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568], "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]], "batch_text": "[\"Available facts are as follows: 2013-03-25: The unemployment rate in the United States was around 6½ percent in the 1980s and 1990s, similar to Portugal's rate during the same period. [Source: www.imf.org]; In 2012, there were 3.6 million hourly paid workers in the United States, accounting for 4.7 percent of hourly paid workers. [Source: www.bls.gov]; The Local Area Unemployment Statistics (LAUS) program produces labor force data for census regions and divisions, states, counties, and cities in the United States. [Source: www.bls.gov] 2013-03-18: In January 2013, 24 states reported jobless rates significantly lower than the U.S. figure of 7.9 percent. [Source: www.bls.gov]; The unemployment rate for U.S. citizens with no more than a high school education averaged 12.6 percent in the seven states represented by the Gang of Eight. [Source: cis.org] 2013-03-11: As of January 2013, the United States needed 9 million jobs to return to the unemployment rate it had before the recession in 2007. [Source: www.epi.org]; The national unemployment rate in the United States is available on the Bureau of Labor Statistics website. [Source: www.bls.gov]; Unemployment rates in Florida and the United States from 2000 to March 2013 are available, with a peak of around 10% in 2010. [Source: www.floridajobs.org] 2013-03-04: The unemployment rate in the United States was 9.0 percent in January 2013. [Source: www.illinois.gov]; The international unemployment rate comparison shows that the United States had a -0.4 percentage point change in January 2013. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2013-03-25: The unemployment rate in the United States was around 6½ percent in the 1980s and 1990s, similar to Portugal's rate during the same period. [Source: www.imf.org]; In 2012, there were 3.6 million hourly paid workers in the United States, accounting for 4.7 percent of hourly paid workers. [Source: www.bls.gov]; The Local Area Unemployment Statistics (LAUS) program produces labor force data for census regions and divisions, states, counties, and cities in the United States. [Source: www.bls.gov] 2013-03-18: In January 2013, 24 states reported jobless rates significantly lower than the U.S. figure of 7.9 percent. [Source: www.bls.gov]; The unemployment rate for U.S. citizens with no more than a high school education averaged 12.6 percent in the seven states represented by the Gang of Eight. [Source: cis.org] 2013-03-11: As of January 2013, the United States needed 9 million jobs to return to the unemployment rate it had before the recession in 2007. [Source: www.epi.org]; The national unemployment rate in the United States is available on the Bureau of Labor Statistics website. [Source: www.bls.gov]; Unemployment rates in Florida and the United States from 2000 to March 2013 are available, with a peak of around 10% in 2010. [Source: www.floridajobs.org] 2013-03-04: The unemployment rate in the United States was 9.0 percent in January 2013. [Source: www.illinois.gov]; The international unemployment rate comparison shows that the United States had a -0.4 percentage point change in January 2013. [Source: www.bls.gov];\"]"}
-{"batch_x": [7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568], "batch_y": [7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5], "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]], "batch_text": "['Available facts are as follows: 2013-04-22: Regional and state unemployment rates were little changed in March 2013, with 26 states and the District of Columbia having unemployment rate decreases, and 7 states having increases. [Source: www.bls.gov] 2013-04-15: The United States has experienced high unemployment rates, with a peak of 10% in the past three and a half years. [Source: tcf.org]; The youth unemployment rate in 2012 was the highest quarterly rate in the past three years. [Source: webapps.ilo.org]; The unemployment rate in the United States is still high, with a rate of 8.2% for males under 25 years old and 8.2% for females. [Source: countryeconomy.com]; Regional unemployment rates and wage growth are factors that contribute to poverty transitions. [Source: poverty.ucdavis.edu] 2013-04-08: The national unemployment rate in the United States is 7.5 percent as of April 2013 [Source: www.bostonfed.org].; The inflation rate in the United States is 1.5 percent using the personal consumption expenditure (PCE) as of April 2013 [Source: www.bostonfed.org].; 47 percent of former foster children are unemployed according to a multi-state study [Source: www.childrensrights.org].; There is a paradox of worker shortages in certain industries, such as tech positions, despite high national unemployment rates [Source: www.brookings.edu]. 2013-04-01: As of 2011, the unemployment rate for 20- to 29-year-olds who had graduated from college in 2011 was 12.6 percent. [Source: www.bls.gov]; The unemployment rate for Americans ages 16–24 stands at 16.2 percent, more than double the national rate of 7.7 percent. [Source: www.americanprogress.org]; North Dakota had the lowest jobless rate, 3.3 percent, in February 2013. [Source: www.bls.gov]; The U.S. Postal Service lost 11,700 jobs in March 2013. [Source: www.epi.org];'\n 'Available facts are as follows: 2013-04-22: Regional and state unemployment rates were little changed in March 2013, with 26 states and the District of Columbia having unemployment rate decreases, and 7 states having increases. [Source: www.bls.gov] 2013-04-15: The United States has experienced high unemployment rates, with a peak of 10% in the past three and a half years. [Source: tcf.org]; The youth unemployment rate in 2012 was the highest quarterly rate in the past three years. [Source: webapps.ilo.org]; The unemployment rate in the United States is still high, with a rate of 8.2% for males under 25 years old and 8.2% for females. [Source: countryeconomy.com]; Regional unemployment rates and wage growth are factors that contribute to poverty transitions. [Source: poverty.ucdavis.edu] 2013-04-08: The national unemployment rate in the United States is 7.5 percent as of April 2013 [Source: www.bostonfed.org].; The inflation rate in the United States is 1.5 percent using the personal consumption expenditure (PCE) as of April 2013 [Source: www.bostonfed.org].; 47 percent of former foster children are unemployed according to a multi-state study [Source: www.childrensrights.org].; There is a paradox of worker shortages in certain industries, such as tech positions, despite high national unemployment rates [Source: www.brookings.edu]. 2013-04-01: As of 2011, the unemployment rate for 20- to 29-year-olds who had graduated from college in 2011 was 12.6 percent. [Source: www.bls.gov]; The unemployment rate for Americans ages 16–24 stands at 16.2 percent, more than double the national rate of 7.7 percent. [Source: www.americanprogress.org]; North Dakota had the lowest jobless rate, 3.3 percent, in February 2013. [Source: www.bls.gov]; The U.S. Postal Service lost 11,700 jobs in March 2013. [Source: www.epi.org];']"}
-{"batch_x": [7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863], "batch_y": [7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0], "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]], "batch_text": "['Available facts are as follows: 2013-05-20: Nevada had the highest unemployment rate among the states, 9.6 percent in April 2013. [Source: www.bls.gov]; The national unemployment rate in the United States was 7.5 percent in April 2013. [Source: www.federalreserve.gov] 2013-05-13: As of May 2013, New Mexico has the 9th lowest Hispanic unemployment rate among 23 states with large enough Hispanic populations to track. [Source: www.epi.org]; The U.S. national unemployment rate has a historical chart and data available back to 1948, showing the level and annual rate of change. [Source: www.macrotrends.net]; Michigan has the highest African American unemployment rate among 24 states with large enough African American populations to track. [Source: www.epi.org]; Puerto Rico and the US Virgin Islands have waivers on reporting unemployment insurance reemployment rates and employment data. [Source: oui.doleta.gov]; The U.S. unemployment rate during the Great Recession was compared to those of a large set of OECD countries using aggregate labor market data. [Source: www.nber.org]; Texas unemployment data is available at the state and metro levels, with a total unemployment rate of 3.6%. [Source: www.dallasfed.org] 2013-05-06: The unemployment rate in the West North Central division declined 1.0 percentage point over the year to 5.6 percent in 2012, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; On average between 1994 and 2012, the unemployment rate among people born in Mexico or Central America was 7.0 percent, whereas the rate for native-born workers was lower. [Source: www.cbo.gov] 2013-04-29: In March 2013, 29 out of 35 metropolitan areas in the Mountain states recorded over-the-year increases in payroll employment, while 6 recorded decreases. [Source: www.bls.gov]; The seasonally-adjusted unemployment rate among persons between 16 and 24 years in the United States in 2012 varied by state. [Source: www.statista.com]; The unemployment rate in the United States has declined 0.6 percentage points since last April, although much of this change can be attributed to declining rates of labor-market participation. [Source: www.hamiltonproject.org];'\n 'Available facts are as follows: 2013-05-20: Nevada had the highest unemployment rate among the states, 9.6 percent in April 2013. [Source: www.bls.gov]; The national unemployment rate in the United States was 7.5 percent in April 2013. [Source: www.federalreserve.gov] 2013-05-13: As of May 2013, New Mexico has the 9th lowest Hispanic unemployment rate among 23 states with large enough Hispanic populations to track. [Source: www.epi.org]; The U.S. national unemployment rate has a historical chart and data available back to 1948, showing the level and annual rate of change. [Source: www.macrotrends.net]; Michigan has the highest African American unemployment rate among 24 states with large enough African American populations to track. [Source: www.epi.org]; Puerto Rico and the US Virgin Islands have waivers on reporting unemployment insurance reemployment rates and employment data. [Source: oui.doleta.gov]; The U.S. unemployment rate during the Great Recession was compared to those of a large set of OECD countries using aggregate labor market data. [Source: www.nber.org]; Texas unemployment data is available at the state and metro levels, with a total unemployment rate of 3.6%. [Source: www.dallasfed.org] 2013-05-06: The unemployment rate in the West North Central division declined 1.0 percentage point over the year to 5.6 percent in 2012, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; On average between 1994 and 2012, the unemployment rate among people born in Mexico or Central America was 7.0 percent, whereas the rate for native-born workers was lower. [Source: www.cbo.gov] 2013-04-29: In March 2013, 29 out of 35 metropolitan areas in the Mountain states recorded over-the-year increases in payroll employment, while 6 recorded decreases. [Source: www.bls.gov]; The seasonally-adjusted unemployment rate among persons between 16 and 24 years in the United States in 2012 varied by state. [Source: www.statista.com]; The unemployment rate in the United States has declined 0.6 percentage points since last April, although much of this change can be attributed to declining rates of labor-market participation. [Source: www.hamiltonproject.org];']"}
-{"batch_x": [7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863], "batch_y": [7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0], "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]], "batch_text": "[\"Available facts are as follows: 2013-06-24: The unemployment insurance program in the United States operates at the state level, with each state setting its benefits level and eligibility criteria. [Source: research.stlouisfed.org]; In May 2013, employers took 1301 mass layoff actions involving 127821 workers as measured by new filings for unemployment insurance benefits during the month. [Source: www.bls.gov]; The unemployment rate declined in 2012, but credit provided by commercial banking institutions changed little in the second half of the year. [Source: www.federalreserve.gov]; High-employment-growth firms account for a significant portion of job creation in the United States. [Source: www.bls.gov]; In 2012, the unemployment rate for individuals 25 and over with a bachelor's degree was significantly lower than for those without a degree. [Source: www.casey.senate.gov] 2013-06-17: Objective facts about the Economics situation: The employment-population ratio represents the proportion of the civilian noninstitutional population that is employed. [Source: www.bls.gov]The average unemployment rate for blacks over the past 50 years is 11.6 percent, higher than the average rate during recessions. [Source: www.epi.org] 2013-06-10: The unemployment rate in the United States was 7.6 percent in May 2013, with 11.8 million unemployed persons. [Source: www.bls.gov] 2013-06-03: In 2012, the United States had the 6th highest unemployment rate of the 16 countries covered, with Spain and South Africa having higher rates. [Source: www.bls.gov]; As of 2013, there were 10.6 million Americans under the age of 25 who were unemployed. [Source: www.americanprogress.org];\"\n \"Available facts are as follows: 2013-06-24: The unemployment insurance program in the United States operates at the state level, with each state setting its benefits level and eligibility criteria. [Source: research.stlouisfed.org]; In May 2013, employers took 1301 mass layoff actions involving 127821 workers as measured by new filings for unemployment insurance benefits during the month. [Source: www.bls.gov]; The unemployment rate declined in 2012, but credit provided by commercial banking institutions changed little in the second half of the year. [Source: www.federalreserve.gov]; High-employment-growth firms account for a significant portion of job creation in the United States. [Source: www.bls.gov]; In 2012, the unemployment rate for individuals 25 and over with a bachelor's degree was significantly lower than for those without a degree. [Source: www.casey.senate.gov] 2013-06-17: Objective facts about the Economics situation: The employment-population ratio represents the proportion of the civilian noninstitutional population that is employed. [Source: www.bls.gov]The average unemployment rate for blacks over the past 50 years is 11.6 percent, higher than the average rate during recessions. [Source: www.epi.org] 2013-06-10: The unemployment rate in the United States was 7.6 percent in May 2013, with 11.8 million unemployed persons. [Source: www.bls.gov] 2013-06-03: In 2012, the United States had the 6th highest unemployment rate of the 16 countries covered, with Spain and South Africa having higher rates. [Source: www.bls.gov]; As of 2013, there were 10.6 million Americans under the age of 25 who were unemployed. [Source: www.americanprogress.org];\"]"}
-{"batch_x": [7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137], "batch_y": [7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863], "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]], "batch_text": "[\"Available facts are as follows: 2013-07-22: The unemployment rate in the US continued to fall in the first half of 2013, with employment gains averaging about 200,000 over the period. [Source: www.imf.org]; Nevada had the highest unemployment rate among states at 9.6 percent, while North Dakota had the lowest jobless rate at 3.1 percent. [Source: www.bls.gov] 2013-07-15: In May 2013, Marin County reported the lowest unemployment rate, 4.5 percent, in the San Francisco Bay Area, according to the U.S. Bureau of Labor Statistics. [Source]; 70% of the Nation's Poor are Women & Children, and Women in America are still 35 percent more likely than men to be poor in America, with single mothers facing the highest poverty rates. [Source]; The Current Population Survey has been tracking unemployment in the United States for over 75 years. [Source] 2013-07-08: The unemployment rate in the Bronx was high in July 2013, with a rate similar to that of the 1970s. [Source: www.osc.ny.gov]; The leisure and hospitality industry had the highest unemployment rate among major industries in June 2013. [Source: www.bls.gov]; Unemployment Insurance (UI) and Temporary Disability Insurance (TDI) were enacted in 1942 to protect workers against unemployment caused by temporary disability or injury. [Source: dlt.ri.gov]; The Bureau of Labor Statistics revises jobs numbers, and the national unemployment rate and state & local unemployment rates are tracked. [Source: www.bls.gov]; The 2013 Senate Immigration Bill aimed to provide permanent legal status to undocumented immigrants in the United States. [Source: www.americanimmigrationcouncil.org] 2013-07-01: In May 2013, a total of 205 metropolitan areas had unemployment rates below the U.S. figure of 7.3 percent, 154 areas had rates above it, and 13 areas had rates equal to it. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2013-07-22: The unemployment rate in the US continued to fall in the first half of 2013, with employment gains averaging about 200,000 over the period. [Source: www.imf.org]; Nevada had the highest unemployment rate among states at 9.6 percent, while North Dakota had the lowest jobless rate at 3.1 percent. [Source: www.bls.gov] 2013-07-15: In May 2013, Marin County reported the lowest unemployment rate, 4.5 percent, in the San Francisco Bay Area, according to the U.S. Bureau of Labor Statistics. [Source]; 70% of the Nation's Poor are Women & Children, and Women in America are still 35 percent more likely than men to be poor in America, with single mothers facing the highest poverty rates. [Source]; The Current Population Survey has been tracking unemployment in the United States for over 75 years. [Source] 2013-07-08: The unemployment rate in the Bronx was high in July 2013, with a rate similar to that of the 1970s. [Source: www.osc.ny.gov]; The leisure and hospitality industry had the highest unemployment rate among major industries in June 2013. [Source: www.bls.gov]; Unemployment Insurance (UI) and Temporary Disability Insurance (TDI) were enacted in 1942 to protect workers against unemployment caused by temporary disability or injury. [Source: dlt.ri.gov]; The Bureau of Labor Statistics revises jobs numbers, and the national unemployment rate and state & local unemployment rates are tracked. [Source: www.bls.gov]; The 2013 Senate Immigration Bill aimed to provide permanent legal status to undocumented immigrants in the United States. [Source: www.americanimmigrationcouncil.org] 2013-07-01: In May 2013, a total of 205 metropolitan areas had unemployment rates below the U.S. figure of 7.3 percent, 154 areas had rates above it, and 13 areas had rates equal to it. [Source: www.bls.gov];\"]"}
-{"batch_x": [8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863], "batch_y": [7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432], "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]], "batch_text": "['Available facts are as follows: 2013-08-26: The unemployment rate in the Euro area was 12.1% in July 2013, and 11.0% in the EU28. [Source: europa.eu]; In the United States, the unemployment rate for Hispanics was 6.5% compared to 4.7% for non-Hispanics in 2013. [Source: www.ncbi.nlm.nih.gov]; Black unemployment has been consistently higher than white unemployment, with a rate 2.2 times higher in 1963. [Source: www.epi.org]; The fatal injury rate allows for comparison of worker groups while controlling for differences in employment. [Source: www.bls.gov] 2013-08-19: As of August 2013, the US unemployment rate was 7.4%. [Source: www.bls.gov]; In August 2013, 17 states had jobless rates significantly lower than the US figure, while 11 states and the District of Columbia had rates higher than the US figure. [Source: www.bls.gov]; The black unemployment rate was consistently twice that of whites. [Source: www.pewresearch.org]; The unemployment rate of Hispanics tends to fall roughly in the middle of the black and white unemployment rates. [Source: www.epi.org]; As of August 2012, the Menominee County unemployment rate was significantly higher than the state and US rates. [Source: www.bia.gov] 2013-08-12: The United States Bureau of Labor Statistics (BLS) has eliminated the International Labor Comparisons (ILC) program, which provided employment indexes adjusted to U.S. concepts for 10 countries. [Source: www.bls.gov]; In the United States, 19% of Americans name unemployment and jobs as the most important problem facing the country today, followed by the economy at 25%. [Source: news.gallup.com]; Construction employment in Chicago has seen a positive turnaround, with a decrease in the unemployment rate from 9.6% to 8.9%. [Source: www.cbsnews.com] 2013-08-05: The unemployment rate in Detroit was over 16 percent in 2013, the highest in any major American city. [Source: www.bentley.edu];'\n 'Available facts are as follows: 2013-08-26: The unemployment rate in the Euro area was 12.1% in July 2013, and 11.0% in the EU28. [Source: europa.eu]; In the United States, the unemployment rate for Hispanics was 6.5% compared to 4.7% for non-Hispanics in 2013. [Source: www.ncbi.nlm.nih.gov]; Black unemployment has been consistently higher than white unemployment, with a rate 2.2 times higher in 1963. [Source: www.epi.org]; The fatal injury rate allows for comparison of worker groups while controlling for differences in employment. [Source: www.bls.gov] 2013-08-19: As of August 2013, the US unemployment rate was 7.4%. [Source: www.bls.gov]; In August 2013, 17 states had jobless rates significantly lower than the US figure, while 11 states and the District of Columbia had rates higher than the US figure. [Source: www.bls.gov]; The black unemployment rate was consistently twice that of whites. [Source: www.pewresearch.org]; The unemployment rate of Hispanics tends to fall roughly in the middle of the black and white unemployment rates. [Source: www.epi.org]; As of August 2012, the Menominee County unemployment rate was significantly higher than the state and US rates. [Source: www.bia.gov] 2013-08-12: The United States Bureau of Labor Statistics (BLS) has eliminated the International Labor Comparisons (ILC) program, which provided employment indexes adjusted to U.S. concepts for 10 countries. [Source: www.bls.gov]; In the United States, 19% of Americans name unemployment and jobs as the most important problem facing the country today, followed by the economy at 25%. [Source: news.gallup.com]; Construction employment in Chicago has seen a positive turnaround, with a decrease in the unemployment rate from 9.6% to 8.9%. [Source: www.cbsnews.com] 2013-08-05: The unemployment rate in Detroit was over 16 percent in 2013, the highest in any major American city. [Source: www.bentley.edu];']"}
-{"batch_x": [8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0], "batch_y": [7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568], "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]], "batch_text": "[\"Available facts are as follows: 2013-09-23: As of September 2013, North Dakota had the lowest jobless rate of 3.0%, and 15 states had jobless rates significantly lower than the U.S. figure of 7.3%. [Source: www.bls.gov]; The state unemployment rate in the USA had a mean of 5.76 and a standard deviation of 2.05. [Source: www.ncbi.nlm.nih.gov] 2013-09-16: The unemployment rate in Bronx County, NY was 6.30% in February of 2024, according to the United States Federal Reserve. [Source: tradingeconomics.com] 2013-09-09: The unemployment rate in the United States was 7.3 percent in August 2013. [Source: www.bls.gov] 2013-09-02: The U.S. Bureau of Labor Statistics reports that the Northeast has the highest percentage of workers employed in management, business, science, and arts occupations among all regions in 2012. [Source: www.bls.gov]; The unemployment rate in Rice County, Minnesota is 5.7%, slightly higher than the state's non-farm unemployment rate. [Source: www.ricecountymn.gov]; The U.S. unemployment rate remains above 7%. [Source: www2.itif.org];\"\n \"Available facts are as follows: 2013-09-23: As of September 2013, North Dakota had the lowest jobless rate of 3.0%, and 15 states had jobless rates significantly lower than the U.S. figure of 7.3%. [Source: www.bls.gov]; The state unemployment rate in the USA had a mean of 5.76 and a standard deviation of 2.05. [Source: www.ncbi.nlm.nih.gov] 2013-09-16: The unemployment rate in Bronx County, NY was 6.30% in February of 2024, according to the United States Federal Reserve. [Source: tradingeconomics.com] 2013-09-09: The unemployment rate in the United States was 7.3 percent in August 2013. [Source: www.bls.gov] 2013-09-02: The U.S. Bureau of Labor Statistics reports that the Northeast has the highest percentage of workers employed in management, business, science, and arts occupations among all regions in 2012. [Source: www.bls.gov]; The unemployment rate in Rice County, Minnesota is 5.7%, slightly higher than the state's non-farm unemployment rate. [Source: www.ricecountymn.gov]; The U.S. unemployment rate remains above 7%. [Source: www2.itif.org];\"]"}
-{"batch_x": [7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0], "batch_y": [6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863], "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]], "batch_text": "['Available facts are as follows: 2013-10-21: The unemployment rate in the United States was little changed at 7.2 percent in September 2013. [Source: www.bls.gov] 2013-10-14: The unemployment rate in the United States is a concern, with the rate being one of the lowest among OECD countries and partner economies. [Source: gpseducation.oecd.org]; The labor market conditions in the United States are being closely monitored, with data on employment, unemployment, and other indicators being considered. [Source: www.frbsf.org] 2013-10-07: The unemployment rate does not reflect the actual number of missing workers who are not actively seeking work. [Source: www.epi.org]; The United States has experienced a high rate of unemployment among young black males, with 18- and 19-year-old black men being imprisoned at a higher rate than others. [Source: www.clasp.org]; Poverty and unemployment rates are positively correlated, with areas of high poverty rates also experiencing high unemployment rates. [Source: ajph.aphapublications.org]; Some states in the US, such as New Mexico, have seen a decrease in unemployment rates, while others, like Georgia, have experienced an increase. [Source: www.dws.state.nm.us, cslf.gsu.edu] 2013-09-30: The unemployment rate exceeds 80 percent in many states in the United States (Butterworth et al., 2015). [Source];'\n 'Available facts are as follows: 2013-10-21: The unemployment rate in the United States was little changed at 7.2 percent in September 2013. [Source: www.bls.gov] 2013-10-14: The unemployment rate in the United States is a concern, with the rate being one of the lowest among OECD countries and partner economies. [Source: gpseducation.oecd.org]; The labor market conditions in the United States are being closely monitored, with data on employment, unemployment, and other indicators being considered. [Source: www.frbsf.org] 2013-10-07: The unemployment rate does not reflect the actual number of missing workers who are not actively seeking work. [Source: www.epi.org]; The United States has experienced a high rate of unemployment among young black males, with 18- and 19-year-old black men being imprisoned at a higher rate than others. [Source: www.clasp.org]; Poverty and unemployment rates are positively correlated, with areas of high poverty rates also experiencing high unemployment rates. [Source: ajph.aphapublications.org]; Some states in the US, such as New Mexico, have seen a decrease in unemployment rates, while others, like Georgia, have experienced an increase. [Source: www.dws.state.nm.us, cslf.gsu.edu] 2013-09-30: The unemployment rate exceeds 80 percent in many states in the United States (Butterworth et al., 2015). [Source];']"}
-{"batch_x": [7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568], "batch_y": [6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5], "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]], "batch_text": "[\"Available facts are as follows: 2013-11-25: The unemployment rate for young black women in the United States is 20.9 percent. [Source: younginvincibles.org]; The federal Emergency Unemployment Compensation program (EUC) is scheduled to expire at the end of 2013. [Source: www.cbpp.org]; The youth-to-adult unemployment ratio substantially dropped in the United States at the start of the Great Recession. [Source: izajoels.springeropen.com]; The unemployment rate in the United States rose higher and remained higher longer than in any other western society during the Great Depression. [Source: www.digitalhistory.uh.edu]; In 1933, unemployment had soared to 25 percent, up from 3.2 percent in 1929. [Source: www.digitalhistory.uh.edu]; The U.S. Bureau of Labor Statistics provides information on how unemployment estimates are calculated. [Source: www.bls.gov] 2013-11-18: The unemployment rate in the United States increased from 4.7% in 2006 to 9.4% in 2010, according to the Bureau of Labor Statistics (BLS). [Source: www.cdc.gov]; The unemployment rate increased from 5.8% to 9.3% from 2008 to 2009, according to the CDC. [Source: www.cdc.gov]; The marked decline in the U.S. unemployment rate from its peak in late 2009 despite only sluggish growth of real GDP was observed by the Federal Reserve. [Source: www.federalreserve.gov]; The unemployment rate of convicts on probation in New York State was compared to the unemployment rate of U.S. residents with less than a high school diploma. [Source: www.clevelandfed.org] 2013-11-11: The unemployment rate for transgender people of color in the United States has reached as high as [Source: www.nclrights.org]; In the United States, transportation incidents were the leading cause of the state's work-related fatalities in 2012 [Source: www.bls.gov]; Unemployment rates among transgender people in the United States are twice the rate of the population [Source: www.lgbtmap.org]; Employment (or unemployment) and industrial production have the highest weight in the United States, the Euro Area, and in the United Kingdom [Source: www.federalreserve.gov]; The rise in unemployment rates has been most severe in high- and upper-middle income countries that are either at the epicenter of the crisis (North America and Europe) [Source: documents1.worldbank.org] 2013-11-04: The unemployment rate for African American women is higher than that of white women, and they have lower weekly usual earnings and median earnings. [Source: americanprogress.org]; Asian-Indian women have an unemployment rate of 7.3%, Chinese women have a rate of 4.5%, Filipino women have a rate of 5.6%, Japanese women have a rate of 3.7%, and Korean women have a rate of 6.2%. [Source: americanprogress.org]; The US needs 8.0 million jobs to get back to the prerecession unemployment rate, and at the current rate of growth, it will take some time to achieve this. [Source: epi.org]; The long-term unemployment rate in the US is a significant concern, with 60% of middle performers affected. [Source: oecd.org];\"\n \"Available facts are as follows: 2013-11-25: The unemployment rate for young black women in the United States is 20.9 percent. [Source: younginvincibles.org]; The federal Emergency Unemployment Compensation program (EUC) is scheduled to expire at the end of 2013. [Source: www.cbpp.org]; The youth-to-adult unemployment ratio substantially dropped in the United States at the start of the Great Recession. [Source: izajoels.springeropen.com]; The unemployment rate in the United States rose higher and remained higher longer than in any other western society during the Great Depression. [Source: www.digitalhistory.uh.edu]; In 1933, unemployment had soared to 25 percent, up from 3.2 percent in 1929. [Source: www.digitalhistory.uh.edu]; The U.S. Bureau of Labor Statistics provides information on how unemployment estimates are calculated. [Source: www.bls.gov] 2013-11-18: The unemployment rate in the United States increased from 4.7% in 2006 to 9.4% in 2010, according to the Bureau of Labor Statistics (BLS). [Source: www.cdc.gov]; The unemployment rate increased from 5.8% to 9.3% from 2008 to 2009, according to the CDC. [Source: www.cdc.gov]; The marked decline in the U.S. unemployment rate from its peak in late 2009 despite only sluggish growth of real GDP was observed by the Federal Reserve. [Source: www.federalreserve.gov]; The unemployment rate of convicts on probation in New York State was compared to the unemployment rate of U.S. residents with less than a high school diploma. [Source: www.clevelandfed.org] 2013-11-11: The unemployment rate for transgender people of color in the United States has reached as high as [Source: www.nclrights.org]; In the United States, transportation incidents were the leading cause of the state's work-related fatalities in 2012 [Source: www.bls.gov]; Unemployment rates among transgender people in the United States are twice the rate of the population [Source: www.lgbtmap.org]; Employment (or unemployment) and industrial production have the highest weight in the United States, the Euro Area, and in the United Kingdom [Source: www.federalreserve.gov]; The rise in unemployment rates has been most severe in high- and upper-middle income countries that are either at the epicenter of the crisis (North America and Europe) [Source: documents1.worldbank.org] 2013-11-04: The unemployment rate for African American women is higher than that of white women, and they have lower weekly usual earnings and median earnings. [Source: americanprogress.org]; Asian-Indian women have an unemployment rate of 7.3%, Chinese women have a rate of 4.5%, Filipino women have a rate of 5.6%, Japanese women have a rate of 3.7%, and Korean women have a rate of 6.2%. [Source: americanprogress.org]; The US needs 8.0 million jobs to get back to the prerecession unemployment rate, and at the current rate of growth, it will take some time to achieve this. [Source: epi.org]; The long-term unemployment rate in the US is a significant concern, with 60% of middle performers affected. [Source: oecd.org];\"]"}
-{"batch_x": [7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5], "batch_y": [7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863], "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]], "batch_text": "[\"Available facts are as follows: 2013-12-23: The unemployment rate in the US was 7% in November 2013, with 42 states having lower rates. [Source: www.bls.gov]; In 2012, 63.8% of workers worked full-time, year-round. [Source: www.bls.gov]; The Emergency Unemployment Compensation (EUC08) program provides up to 23 weeks of regular UC benefits. [Source: crsreports.congress.gov] 2013-12-16: The Bureau of Labor Statistics (BLS) publishes monthly reports on mass layoffs and quarterly reports on layoffs lasting more than 30 days. [Source: www.bls.gov]; The unemployment rate for Veterans who have served in the military since 2001 is high. [Source: www.kaine.senate.gov]; Labor market conditions have shown further improvement; the unemployment rate has declined. [Source: www.federalreserve.gov] 2013-12-09: The unemployment rate for people 20 years and over in the United States was tracked by the U.S. Bureau of Labor Statistics, with data available on the Federal Reserve Bank of St. Louis's website. [Source: fred.stlouisfed.org]; The national unemployment rate in October 2013 was lower than a year earlier in 280 of the 372 metropolitan areas. [Source: www.bls.gov]; The unemployment rate for people 16-24 years old, 25-54 years old, and in the manufacturing industry were also tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; Taos County in New Mexico had an unemployment rate of 9.5% in 2013, higher than the national average. [Source: www.dws.state.nm.us] 2013-12-02: The United States experienced high inflation and unemployment, referred to as “stagflation,” in the 1970s. [Source: www.federalreservehistory.org]; The average price of a gallon of regular unleaded gasoline in U.S. cities ranged from 65 cents to 71 cents in 1978. [Source: www.bls.gov]; The unemployment rate in the United States has a mean of 7.1% and a median of 7.1% from April 1929 to December 2012. [Source: www.ed.ac.uk];\"\n \"Available facts are as follows: 2013-12-23: The unemployment rate in the US was 7% in November 2013, with 42 states having lower rates. [Source: www.bls.gov]; In 2012, 63.8% of workers worked full-time, year-round. [Source: www.bls.gov]; The Emergency Unemployment Compensation (EUC08) program provides up to 23 weeks of regular UC benefits. [Source: crsreports.congress.gov] 2013-12-16: The Bureau of Labor Statistics (BLS) publishes monthly reports on mass layoffs and quarterly reports on layoffs lasting more than 30 days. [Source: www.bls.gov]; The unemployment rate for Veterans who have served in the military since 2001 is high. [Source: www.kaine.senate.gov]; Labor market conditions have shown further improvement; the unemployment rate has declined. [Source: www.federalreserve.gov] 2013-12-09: The unemployment rate for people 20 years and over in the United States was tracked by the U.S. Bureau of Labor Statistics, with data available on the Federal Reserve Bank of St. Louis's website. [Source: fred.stlouisfed.org]; The national unemployment rate in October 2013 was lower than a year earlier in 280 of the 372 metropolitan areas. [Source: www.bls.gov]; The unemployment rate for people 16-24 years old, 25-54 years old, and in the manufacturing industry were also tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; Taos County in New Mexico had an unemployment rate of 9.5% in 2013, higher than the national average. [Source: www.dws.state.nm.us] 2013-12-02: The United States experienced high inflation and unemployment, referred to as “stagflation,” in the 1970s. [Source: www.federalreservehistory.org]; The average price of a gallon of regular unleaded gasoline in U.S. cities ranged from 65 cents to 71 cents in 1978. [Source: www.bls.gov]; The unemployment rate in the United States has a mean of 7.1% and a median of 7.1% from April 1929 to December 2012. [Source: www.ed.ac.uk];\"]"}
-{"batch_x": [7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0], "batch_y": [7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137], "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]], "batch_text": "[\"Available facts are as follows: 2014-01-20: The US unemployment rate has declined, but it may be masking underlying issues. [Source: www.ofce.sciences-po.fr] 2014-01-13: As of January 2014, the national unemployment rate in the US was 6.6%. [Source]; The unemployment rate for undocumented residents in the US was also 6.6% in January 2014. [Source]; The veteran unemployment rate continued to decline, reaching its lowest rate in five years as of January 2014. [Source]; The states' unemployment rate in Tennessee was 7.3% in January 2014. [Source]; The price index for U.S. imports decreased 1.3 percent over the year in December 2013. [Source] 2014-01-06: The unemployment rate declined from 7.0 percent to 6.7 percent in December 2013, while total nonfarm payroll employment edged up (+74,000). [Source: www.bls.gov]; In 2013, the unemployment rate was under 5% in the job market's heyday, but in the two years that followed, the recession wiped out 8.7 million jobs. [Source: money.cnn.com]; Puerto Rico's unemployment rate hovers around 16%. [Source: www.usda.gov] 2013-12-30: The United States has experienced a high unemployment rate, with over 4 million long-term unemployed workers [Source: www.nationalaffairs.com]. The national unemployment rate was 3.1% in a certain period [Source: www.nationalaffairs.com].;\"\n \"Available facts are as follows: 2014-01-20: The US unemployment rate has declined, but it may be masking underlying issues. [Source: www.ofce.sciences-po.fr] 2014-01-13: As of January 2014, the national unemployment rate in the US was 6.6%. [Source]; The unemployment rate for undocumented residents in the US was also 6.6% in January 2014. [Source]; The veteran unemployment rate continued to decline, reaching its lowest rate in five years as of January 2014. [Source]; The states' unemployment rate in Tennessee was 7.3% in January 2014. [Source]; The price index for U.S. imports decreased 1.3 percent over the year in December 2013. [Source] 2014-01-06: The unemployment rate declined from 7.0 percent to 6.7 percent in December 2013, while total nonfarm payroll employment edged up (+74,000). [Source: www.bls.gov]; In 2013, the unemployment rate was under 5% in the job market's heyday, but in the two years that followed, the recession wiped out 8.7 million jobs. [Source: money.cnn.com]; Puerto Rico's unemployment rate hovers around 16%. [Source: www.usda.gov] 2013-12-30: The United States has experienced a high unemployment rate, with over 4 million long-term unemployed workers [Source: www.nationalaffairs.com]. The national unemployment rate was 3.1% in a certain period [Source: www.nationalaffairs.com].;\"]"}
-{"batch_x": [7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0], "batch_y": [6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5], "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]], "batch_text": "['Available facts are as follows: 2014-02-17: The US unemployment rate doubled during the recession of the first decade of the 21st century, and it remained high even after the recession ended [Source: pubmed.ncbi.nlm.nih.gov]. The national unemployment rate was 6.5% in December 2013 [Source: www.bls.gov]. 2014-02-10: The unemployment rate in the United States was 6.6% in January 2014. [Source: www.bls.gov] 2014-02-03: The unemployment rate in the euro area and the United States were both around 10% in 2014. [Source: libertystreeteconomics.newyorkfed.org]; The unemployment rate in the United States had fallen over the past year as of 2014. [Source: www.imf.org]; The local prevalence of unemployment or home foreclosure may increase the odds of divorce in the United States. [Source: www.ncbi.nlm.nih.gov]; Raising the minimum wage may lead to a substantial drop in the rate of job creation in the United States. [Source: www.bls.gov]; The unemployment rate in Longview, WA (MSA) and Iowa City, IA (MSA) were reported by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; A one percentage point decrease in the state unemployment rate leads to 0.00113 fewer traffic accidents per million vehicle miles traveled in the United States. [Source: corescholar.libraries.wright.edu]; The United States experienced a 0.5 percentage point decline in the unemployment rate over the course of 2013. [Source: obamawhitehouse.archives.gov]; Germany experienced almost no increase in unemployment during the Great Recession. [Source: www.aeaweb.org]; Significant reforms in unemployment insurance were undertaken in the United States as part of the Recovery Act and the extension of emergency unemployment benefits. [Source: obamawhitehouse.archives.gov] 2014-01-27: As of December 2013, 17 states had jobless rates significantly lower than the U.S. figure of 6.7 percent, while 9 states and the District of Columbia had measurably higher rates. [Source: www.bls.gov]; The union membership rate in 2013 was 30.9 percent among state government workers and 26.5 percent among federal government workers, and 11.3 percent in the private sector. [Source: www.bls.gov]; Incomes fell for U.S. families in all income groups between 2007 and 2013, with larger declines among lower-income families due to unemployment rates and declining wages. [Source: www.ers.usda.gov];'\n 'Available facts are as follows: 2014-02-17: The US unemployment rate doubled during the recession of the first decade of the 21st century, and it remained high even after the recession ended [Source: pubmed.ncbi.nlm.nih.gov]. The national unemployment rate was 6.5% in December 2013 [Source: www.bls.gov]. 2014-02-10: The unemployment rate in the United States was 6.6% in January 2014. [Source: www.bls.gov] 2014-02-03: The unemployment rate in the euro area and the United States were both around 10% in 2014. [Source: libertystreeteconomics.newyorkfed.org]; The unemployment rate in the United States had fallen over the past year as of 2014. [Source: www.imf.org]; The local prevalence of unemployment or home foreclosure may increase the odds of divorce in the United States. [Source: www.ncbi.nlm.nih.gov]; Raising the minimum wage may lead to a substantial drop in the rate of job creation in the United States. [Source: www.bls.gov]; The unemployment rate in Longview, WA (MSA) and Iowa City, IA (MSA) were reported by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; A one percentage point decrease in the state unemployment rate leads to 0.00113 fewer traffic accidents per million vehicle miles traveled in the United States. [Source: corescholar.libraries.wright.edu]; The United States experienced a 0.5 percentage point decline in the unemployment rate over the course of 2013. [Source: obamawhitehouse.archives.gov]; Germany experienced almost no increase in unemployment during the Great Recession. [Source: www.aeaweb.org]; Significant reforms in unemployment insurance were undertaken in the United States as part of the Recovery Act and the extension of emergency unemployment benefits. [Source: obamawhitehouse.archives.gov] 2014-01-27: As of December 2013, 17 states had jobless rates significantly lower than the U.S. figure of 6.7 percent, while 9 states and the District of Columbia had measurably higher rates. [Source: www.bls.gov]; The union membership rate in 2013 was 30.9 percent among state government workers and 26.5 percent among federal government workers, and 11.3 percent in the private sector. [Source: www.bls.gov]; Incomes fell for U.S. families in all income groups between 2007 and 2013, with larger declines among lower-income families due to unemployment rates and declining wages. [Source: www.ers.usda.gov];']"}
-{"batch_x": [7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863], "batch_y": [5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5], "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]], "batch_text": "[\"Available facts are as follows: 2014-03-24: The national unemployment rate was 7.0 percent in January 2014. [Source: www.bls.gov] 2014-03-17: In January 2014, Rhode Island had the highest unemployment rate among the states at 9.2 percent, and 18 states had jobless rates significantly higher than the national average. [Source: www.bls.gov]; The healthcare sector was one of the few sectors of the US economy that created new positions despite the recent economic downturn. [Source: pubmed.ncbi.nlm.nih.gov]; The scope of the Survey of Occupational Injuries and Illnesses was expanded in 2008 to collect data for state and local government workers in all states. [Source: www.bls.gov] 2014-03-10: The unemployment rate for 16-24 year-olds in the US was over 13 percent at the end of 2013, with more than 5.5 million young people not in school and out of work. [Source: www.rockefellerfoundation.org]; The unemployment rate in Tennessee was 7.9% in March 2014. [Source: www.nashville.us.emb-japan.go.jp]; The US economy's position on the downward sloping Beveridge Curve reflects the state of the business cycle, with a low unemployment rate during an expansion. [Source: www.bls.gov] 2014-03-03: The unemployment rate in the United States was 6.7% in February 2014, with a total nonfarm payroll employment increase of 175,000. [Source: www.bls.gov]; The U.S. unemployment rate rose from 5.8% in 2008 to 9.3% in 2009. [Source: nces.ed.gov]; Poverty and deep poverty are increasing in rural America, with ideal data for tracking changes in the poverty population over time. [Source: www.ers.usda.gov];\"\n \"Available facts are as follows: 2014-03-24: The national unemployment rate was 7.0 percent in January 2014. [Source: www.bls.gov] 2014-03-17: In January 2014, Rhode Island had the highest unemployment rate among the states at 9.2 percent, and 18 states had jobless rates significantly higher than the national average. [Source: www.bls.gov]; The healthcare sector was one of the few sectors of the US economy that created new positions despite the recent economic downturn. [Source: pubmed.ncbi.nlm.nih.gov]; The scope of the Survey of Occupational Injuries and Illnesses was expanded in 2008 to collect data for state and local government workers in all states. [Source: www.bls.gov] 2014-03-10: The unemployment rate for 16-24 year-olds in the US was over 13 percent at the end of 2013, with more than 5.5 million young people not in school and out of work. [Source: www.rockefellerfoundation.org]; The unemployment rate in Tennessee was 7.9% in March 2014. [Source: www.nashville.us.emb-japan.go.jp]; The US economy's position on the downward sloping Beveridge Curve reflects the state of the business cycle, with a low unemployment rate during an expansion. [Source: www.bls.gov] 2014-03-03: The unemployment rate in the United States was 6.7% in February 2014, with a total nonfarm payroll employment increase of 175,000. [Source: www.bls.gov]; The U.S. unemployment rate rose from 5.8% in 2008 to 9.3% in 2009. [Source: nces.ed.gov]; Poverty and deep poverty are increasing in rural America, with ideal data for tracking changes in the poverty population over time. [Source: www.ers.usda.gov];\"]"}
-{"batch_x": [7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432], "batch_y": [6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432], "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]], "batch_text": "[\"Available facts are as follows: 2014-04-21: The unemployment rate in the US remained low throughout the second half of 2023 but started to increase in early 2024. [Source: www.statista.com]; As of April 2024, approximately 2.61 million women in the United States were unemployed. [Source: www.statista.com]; The unemployment rate increases 4 percentage points in each of the four countries/country blocks in the FRB's Federal Reserve Supervisory Scenarios. [Source: www.federalreserve.gov] 2014-04-14: The unemployment rate may not be a good proxy for the overall state of the labor market or economy. [Source: www.everycrsreport.com]; In 2013, employed wage and salary workers earning hourly wages at or below the federal minimum wage accounted for 4.7% of all hourly paid workers. [Source: www.bls.gov]; The labor force participation rate has led to doubts that the unemployment rate alone accurately reflects the state of resource utilization in the labor market. [Source: www.frbsf.org]; Communities across the United States are working to rebuild their economies, with indicators such as the unemployment rate showing improvement. [Source: www.houstontx.gov] 2014-04-07: The unemployment rate in the United States held at 6.7 percent in March 2014. [Source: U.S. Bureau of Labor Statistics] 2014-03-31: As of 2013, the unemployment rate in the US was 7.0%, with 10.8 million people unemployed. [Source: www.bls.gov]; The youth unemployment rate in the US is around 14% for those under 25. [Source: www.stlouisfed.org]; The FRB/US Model predicts the baseline outlook for the unemployment rate, real GDP growth, and inflation. [Source: www.federalreserve.gov];\"\n \"Available facts are as follows: 2014-04-21: The unemployment rate in the US remained low throughout the second half of 2023 but started to increase in early 2024. [Source: www.statista.com]; As of April 2024, approximately 2.61 million women in the United States were unemployed. [Source: www.statista.com]; The unemployment rate increases 4 percentage points in each of the four countries/country blocks in the FRB's Federal Reserve Supervisory Scenarios. [Source: www.federalreserve.gov] 2014-04-14: The unemployment rate may not be a good proxy for the overall state of the labor market or economy. [Source: www.everycrsreport.com]; In 2013, employed wage and salary workers earning hourly wages at or below the federal minimum wage accounted for 4.7% of all hourly paid workers. [Source: www.bls.gov]; The labor force participation rate has led to doubts that the unemployment rate alone accurately reflects the state of resource utilization in the labor market. [Source: www.frbsf.org]; Communities across the United States are working to rebuild their economies, with indicators such as the unemployment rate showing improvement. [Source: www.houstontx.gov] 2014-04-07: The unemployment rate in the United States held at 6.7 percent in March 2014. [Source: U.S. Bureau of Labor Statistics] 2014-03-31: As of 2013, the unemployment rate in the US was 7.0%, with 10.8 million people unemployed. [Source: www.bls.gov]; The youth unemployment rate in the US is around 14% for those under 25. [Source: www.stlouisfed.org]; The FRB/US Model predicts the baseline outlook for the unemployment rate, real GDP growth, and inflation. [Source: www.federalreserve.gov];\"]"}
-{"batch_x": [7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568], "batch_y": [6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568], "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]], "batch_text": "[\"Available facts are as follows: 2014-05-26: Job openings continued to rise in 2013, and research suggests that long-term unemployment increased as a result of fewer job openings during the most recent recession. [Source: www.bls.gov]; Annual CPI inflation and unemployment data from 27 MSAs in the United States show a relationship between the two variables. [Source: www.federalreserve.gov]; Labor productivity data indicates that the United States had lost hundreds of billions of dollars in potential national output during the recession. [Source: www.bls.gov]; The unemployment rate in the United States was nearing 10 percent in 2011, and the percentage of persons holding a bachelor's degree or higher increased from 2001 to 2011. [Source: nces.ed.gov] 2014-05-19: The unemployment rate in Nicaragua averaged 5.0% in the decade to 2022, below the 8.6% average for Central America and the Caribbean. [Source]; The urban unemployment rate for Latin America and the Caribbean was estimated at 6.2% for 2013, a little down on 2012. [Source]; Indiana has the highest share of total employment in manufacturing among all states in the United States. [Source] 2014-05-12: The unemployment rate in the United States was 6.3% in April 2014, and 5.6% in 2011. [Source: www.nashville.us.emb-japan.go.jp, cdle.colorado.gov]; The unemployment rate in Canada and the US has been improving, but the US rate appears to have overstated the improvement in broader labour market conditions. [Source: www.bankofcanada.ca]; The employment rates at the time of transplant in the United States are generally low, although privately insured patients are significantly more likely to be employed. [Source: pubmed.ncbi.nlm.nih.gov] 2014-05-05: The overall unemployment rate among AAPIs in the U.S. was 5.2 percent as of 2014. [Source: obamawhitehouse.archives.gov]; The Job Openings and Labor Turnover Survey (JOLTS) produces monthly estimates of job openings, hires, quits, layoffs and discharges. [Source: www.bls.gov]; The Bureau of Labor Statistics (BLS) provides several tables of data about the U.S. workforce, including unemployment numbers. [Source: blogs.sas.com]; 65.9 percent of 2013 high school graduates enrolled in college as of 2014. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2014-05-26: Job openings continued to rise in 2013, and research suggests that long-term unemployment increased as a result of fewer job openings during the most recent recession. [Source: www.bls.gov]; Annual CPI inflation and unemployment data from 27 MSAs in the United States show a relationship between the two variables. [Source: www.federalreserve.gov]; Labor productivity data indicates that the United States had lost hundreds of billions of dollars in potential national output during the recession. [Source: www.bls.gov]; The unemployment rate in the United States was nearing 10 percent in 2011, and the percentage of persons holding a bachelor's degree or higher increased from 2001 to 2011. [Source: nces.ed.gov] 2014-05-19: The unemployment rate in Nicaragua averaged 5.0% in the decade to 2022, below the 8.6% average for Central America and the Caribbean. [Source]; The urban unemployment rate for Latin America and the Caribbean was estimated at 6.2% for 2013, a little down on 2012. [Source]; Indiana has the highest share of total employment in manufacturing among all states in the United States. [Source] 2014-05-12: The unemployment rate in the United States was 6.3% in April 2014, and 5.6% in 2011. [Source: www.nashville.us.emb-japan.go.jp, cdle.colorado.gov]; The unemployment rate in Canada and the US has been improving, but the US rate appears to have overstated the improvement in broader labour market conditions. [Source: www.bankofcanada.ca]; The employment rates at the time of transplant in the United States are generally low, although privately insured patients are significantly more likely to be employed. [Source: pubmed.ncbi.nlm.nih.gov] 2014-05-05: The overall unemployment rate among AAPIs in the U.S. was 5.2 percent as of 2014. [Source: obamawhitehouse.archives.gov]; The Job Openings and Labor Turnover Survey (JOLTS) produces monthly estimates of job openings, hires, quits, layoffs and discharges. [Source: www.bls.gov]; The Bureau of Labor Statistics (BLS) provides several tables of data about the U.S. workforce, including unemployment numbers. [Source: blogs.sas.com]; 65.9 percent of 2013 high school graduates enrolled in college as of 2014. [Source: www.bls.gov];\"]"}
-{"batch_x": [6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863], "batch_y": [6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863], "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]], "batch_text": "[\"Available facts are as follows: 2014-06-23: As of 2013, the employment situation for people with disabilities was a concern, with an unemployment rate higher than the national average. [Source: www.bls.gov]; The national unemployment rate in May 2014 was 6.3 percent, according to the United States Department of Labor. [Source: www.lubbockonline.com]; A one-unit increase in the unemployment rate decreases Vehicle Miles Traveled (VMT) by 0.8% in the short run. [Source: sor.senate.ca.gov] 2014-06-16: The unemployment rate in the United States was 6.3% as of April 2014, down nearly 4 percentage points from the labor market's recession peak [Source: www.americanprogress.org].; The seasonally-adjusted unemployment rate varied by state in the South in 2013 [Source: www.kff.org].; The unemployment rate for U.S.-born Latinos increased from 6.8% in the fourth quarter of 2007 [Source: www.pewresearch.org]. 2014-06-09: The Bureau of Labor Statistics (BLS) announces the total number of employed and unemployed people in the US each month. [Source]; The unemployment rate in Wyoming is affected by individuals from all over the US filing claims for UI benefits from a Wyoming employer. [Source]; Suicide rates in the US have risen since 2005, with a significant increase among those aged 45-64. [Source]; Long-term unemployed Americans are more likely to suffer from depression than those who have been unemployed for shorter periods. [Source]; The US is the only country that varies an individual employer's Unemployment Insurance (UI) tax rate based on the employer's own experience. [Source] 2014-06-02: The US economy added 192,000 jobs in March, while the unemployment rate remained unchanged. [Source: www.bls.gov]; The unemployment rate in the United States rose to nearly twenty-five percent during the Great Depression. [Source: www.umwestern.edu]; The Longitudinal Employer-Household Dynamics (LEHD) data is a longitudinally linked employer-employee dataset created by the U.S. Census Bureau. [Source: apps.bea.gov];\"\n \"Available facts are as follows: 2014-06-23: As of 2013, the employment situation for people with disabilities was a concern, with an unemployment rate higher than the national average. [Source: www.bls.gov]; The national unemployment rate in May 2014 was 6.3 percent, according to the United States Department of Labor. [Source: www.lubbockonline.com]; A one-unit increase in the unemployment rate decreases Vehicle Miles Traveled (VMT) by 0.8% in the short run. [Source: sor.senate.ca.gov] 2014-06-16: The unemployment rate in the United States was 6.3% as of April 2014, down nearly 4 percentage points from the labor market's recession peak [Source: www.americanprogress.org].; The seasonally-adjusted unemployment rate varied by state in the South in 2013 [Source: www.kff.org].; The unemployment rate for U.S.-born Latinos increased from 6.8% in the fourth quarter of 2007 [Source: www.pewresearch.org]. 2014-06-09: The Bureau of Labor Statistics (BLS) announces the total number of employed and unemployed people in the US each month. [Source]; The unemployment rate in Wyoming is affected by individuals from all over the US filing claims for UI benefits from a Wyoming employer. [Source]; Suicide rates in the US have risen since 2005, with a significant increase among those aged 45-64. [Source]; Long-term unemployed Americans are more likely to suffer from depression than those who have been unemployed for shorter periods. [Source]; The US is the only country that varies an individual employer's Unemployment Insurance (UI) tax rate based on the employer's own experience. [Source] 2014-06-02: The US economy added 192,000 jobs in March, while the unemployment rate remained unchanged. [Source: www.bls.gov]; The unemployment rate in the United States rose to nearly twenty-five percent during the Great Depression. [Source: www.umwestern.edu]; The Longitudinal Employer-Household Dynamics (LEHD) data is a longitudinally linked employer-employee dataset created by the U.S. Census Bureau. [Source: apps.bea.gov];\"]"}
-{"batch_x": [6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5], "batch_y": [6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568], "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, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2014-07-21: In June 2014, Mississippi and Rhode Island had the highest unemployment rates among the 50 U.S. states, with a rate of 7.9% each. [Source: www.bls.gov]; The unemployment rate in the United States decreased by 0.2 percentage points to 6.1% in 2014. [Source: dlr.sd.gov] 2014-07-14: The unemployment rate in the United States increased during the Great Recession, as measured by the Bureau of Labor Statistics Current Population Survey (CPS). [Source: www.bls.gov] 2014-07-07: The U.S. unemployment rate has been reported by different sources, including Esri and the Bureau of Labor Statistics. [Source: doc.arcgis.com, www.bls.gov] 2014-06-30: The US unemployment rate increased 0.1 percentage point to 6.2 percent in July 2014 and was down 1.1 percentage points from a year ago. [Source: www.michigan.gov]; The long-term unemployment rate in the United States was 15.1 in 2022. [Source: data.oecd.org]; The unemployment rate has fallen 1.4 percentage points since June 2014. [Source: obamawhitehouse.archives.gov];'\n 'Available facts are as follows: 2014-07-21: In June 2014, Mississippi and Rhode Island had the highest unemployment rates among the 50 U.S. states, with a rate of 7.9% each. [Source: www.bls.gov]; The unemployment rate in the United States decreased by 0.2 percentage points to 6.1% in 2014. [Source: dlr.sd.gov] 2014-07-14: The unemployment rate in the United States increased during the Great Recession, as measured by the Bureau of Labor Statistics Current Population Survey (CPS). [Source: www.bls.gov] 2014-07-07: The U.S. unemployment rate has been reported by different sources, including Esri and the Bureau of Labor Statistics. [Source: doc.arcgis.com, www.bls.gov] 2014-06-30: The US unemployment rate increased 0.1 percentage point to 6.2 percent in July 2014 and was down 1.1 percentage points from a year ago. [Source: www.michigan.gov]; The long-term unemployment rate in the United States was 15.1 in 2022. [Source: data.oecd.org]; The unemployment rate has fallen 1.4 percentage points since June 2014. [Source: obamawhitehouse.archives.gov];']"}
-{"batch_x": [7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863], "batch_y": [5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568], "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, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2014-08-25: As of 2014, 18 states had jobless rates significantly lower than the U.S. average, with North Dakota having the lowest jobless rate of 2.8%. [Source: www.bls.gov]; From June to July 2014, 7 states had statistically significant unemployment rate changes, all of which were decreases. [Source: www.bls.gov] 2014-08-18: The unemployment rate in the Washington D.C.-Md.-W.Va. Metropolitan Statistical Area was 3.6% in June 2014, according to the U.S. Bureau of Labor Statistics. [Source]; The labour force participation rate in the US has fallen dramatically since 2007, with three main factors contributing to this decline: the ageing of the population, changes in labour market institutions, and a decline in the desire to work. [Source]; The unemployment rate for the United States and Nevada have both declined since the peak in 2010, but rates are still much higher than before the Great Recession. [Source]; The black unemployment rate in Ferguson, Missouri is three times higher than the national average. [Source] 2014-08-11: The unauthorized immigrant population in the United States varies by region of birth, with 59% from Mexico, 11% from Central America, and 13% from Asia in 2008. [Source: www.epi.org]; The average time it takes for unemployed individuals to find a job in the U.S. is 32.4 weeks. [Source: www.cmap.illinois.gov]; The Beveridge curve, which plots the vacancy rate against the unemployment rate, has shifted over time in the U.S. economy. [Source: www.newyorkfed.org]; The unemployment rate is related to output changes in the U.S. economy, as described by Okun's Law. [Source: publications.iadb.org]; American Indian reservations in the U.S. have experienced high unemployment rates, with 23 reservations seeing an increase in unemployment rates between 1969 and 1989. [Source: www.ncbi.nlm.nih.gov]; The U.S. Bureau of Labor Statistics provides data on the national unemployment rate and state and local unemployment rates. [Source: www.bls.gov] 2014-08-04: The national unemployment rate in the United States is not specified in the search results, but the unemployment rate in Power County, Idaho was 6.1% in 2004. [Source: www.co.power.id.us];\"\n \"Available facts are as follows: 2014-08-25: As of 2014, 18 states had jobless rates significantly lower than the U.S. average, with North Dakota having the lowest jobless rate of 2.8%. [Source: www.bls.gov]; From June to July 2014, 7 states had statistically significant unemployment rate changes, all of which were decreases. [Source: www.bls.gov] 2014-08-18: The unemployment rate in the Washington D.C.-Md.-W.Va. Metropolitan Statistical Area was 3.6% in June 2014, according to the U.S. Bureau of Labor Statistics. [Source]; The labour force participation rate in the US has fallen dramatically since 2007, with three main factors contributing to this decline: the ageing of the population, changes in labour market institutions, and a decline in the desire to work. [Source]; The unemployment rate for the United States and Nevada have both declined since the peak in 2010, but rates are still much higher than before the Great Recession. [Source]; The black unemployment rate in Ferguson, Missouri is three times higher than the national average. [Source] 2014-08-11: The unauthorized immigrant population in the United States varies by region of birth, with 59% from Mexico, 11% from Central America, and 13% from Asia in 2008. [Source: www.epi.org]; The average time it takes for unemployed individuals to find a job in the U.S. is 32.4 weeks. [Source: www.cmap.illinois.gov]; The Beveridge curve, which plots the vacancy rate against the unemployment rate, has shifted over time in the U.S. economy. [Source: www.newyorkfed.org]; The unemployment rate is related to output changes in the U.S. economy, as described by Okun's Law. [Source: publications.iadb.org]; American Indian reservations in the U.S. have experienced high unemployment rates, with 23 reservations seeing an increase in unemployment rates between 1969 and 1989. [Source: www.ncbi.nlm.nih.gov]; The U.S. Bureau of Labor Statistics provides data on the national unemployment rate and state and local unemployment rates. [Source: www.bls.gov] 2014-08-04: The national unemployment rate in the United States is not specified in the search results, but the unemployment rate in Power County, Idaho was 6.1% in 2004. [Source: www.co.power.id.us];\"]"}
-{"batch_x": [7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137], "batch_y": [5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863], "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, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2014-09-22: As of January 2014, the number of unemployed persons in the United States totaled 10.2 million, or 6.6% of the working population. [Source: www.ncbi.nlm.nih.gov]; Illinois had the largest over-the-year unemployment rate decrease as of September 2014. [Source: www.bls.gov] 2014-09-15: The unemployment rate in the United States had decreased by 1.1 percentage points from a year earlier as of August 2014, with three-quarters of that decline due to falling long-term unemployment [Source: obamawhitehouse.archives.gov].; A one percentage point increase in the unemployment rate leads to a 0.53 percentage point increase in food insecurity [Source: www.feedingamerica.org].; The unemployment rate for adults aged 21-64 with a disability in the United States is higher than the overall unemployment rate [Source: www.help.senate.gov].; The unemployment rate in North Dakota averaged 3.3 percent from the start of the recession [Source: www.epi.org].; The warrior unemployment rate for WWP warriors had fallen from 13.4% to 6.8% as of 2021, still higher than the U.S. average [Source: www.woundedwarriorproject.org]. 2014-09-08: The unemployment rate in the United States has declined faster than expected, standing at 5.4% in early 2014 for people ages 25 and over. [Source: www.bls.gov] 2014-09-01: Objective facts about the Economics situation:Unemployment rates in the United States varied by demographic and region in 2014, with higher rates among African Americans (11.4% in August) and women veterans (9.8% in July). [Source: www.americanprogress.org, www.bls.gov]The overall unemployment rate in the New York metropolitan area was 5.1% in July 2014. [Source: www.bls.gov]The unemployment rate in Stanislaus County, California was 11.1% in 2014. [Source: www.stancounty.com];'\n 'Available facts are as follows: 2014-09-22: As of January 2014, the number of unemployed persons in the United States totaled 10.2 million, or 6.6% of the working population. [Source: www.ncbi.nlm.nih.gov]; Illinois had the largest over-the-year unemployment rate decrease as of September 2014. [Source: www.bls.gov] 2014-09-15: The unemployment rate in the United States had decreased by 1.1 percentage points from a year earlier as of August 2014, with three-quarters of that decline due to falling long-term unemployment [Source: obamawhitehouse.archives.gov].; A one percentage point increase in the unemployment rate leads to a 0.53 percentage point increase in food insecurity [Source: www.feedingamerica.org].; The unemployment rate for adults aged 21-64 with a disability in the United States is higher than the overall unemployment rate [Source: www.help.senate.gov].; The unemployment rate in North Dakota averaged 3.3 percent from the start of the recession [Source: www.epi.org].; The warrior unemployment rate for WWP warriors had fallen from 13.4% to 6.8% as of 2021, still higher than the U.S. average [Source: www.woundedwarriorproject.org]. 2014-09-08: The unemployment rate in the United States has declined faster than expected, standing at 5.4% in early 2014 for people ages 25 and over. [Source: www.bls.gov] 2014-09-01: Objective facts about the Economics situation:Unemployment rates in the United States varied by demographic and region in 2014, with higher rates among African Americans (11.4% in August) and women veterans (9.8% in July). [Source: www.americanprogress.org, www.bls.gov]The overall unemployment rate in the New York metropolitan area was 5.1% in July 2014. [Source: www.bls.gov]The unemployment rate in Stanislaus County, California was 11.1% in 2014. [Source: www.stancounty.com];']"}
-{"batch_x": [6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5], "batch_y": [5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5], "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, -0.3383561670780182], [-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: 2014-10-20: The unemployment rate in the United States was below 5% as of 2014, but varied significantly across different regions, with some areas experiencing rates as high as 40%. [Source: www.economist.com]; The nonprofit sector accounted for 11.4 million jobs, or 10.3% of all private sector jobs in the US as of 2014. [Source: www.bls.gov]; From 2010 to 2013, the US experienced a decline in the civilian unemployment rate from 9.9% to 7.5%, and a 2.1% annual growth rate in GDP. [Source: www.federalreserve.gov] 2014-10-13: The unemployment rate in the United States doubled from 5% to 10% between December 2007 and June 2009. [Source: measureofamerica.org]; 34 million people in the United States are food insecure. [Source: www.feedingamerica.org]; The 2007-2009 recession led to some of the worst labor market conditions in the United States since the Great Depression. [Source: www.bls.gov] 2014-10-06: The unemployment rate in the US declined to 5.9% in September 2014, with 10.3 million new jobs added in the last 55 months. [Source: obamawhitehouse.archives.gov, www.bls.gov] 2014-09-29: In August 2014, California had 7 of the 10 U.S. metropolitan areas with the highest unemployment rates. [Source: www.bls.gov];'\n 'Available facts are as follows: 2014-10-20: The unemployment rate in the United States was below 5% as of 2014, but varied significantly across different regions, with some areas experiencing rates as high as 40%. [Source: www.economist.com]; The nonprofit sector accounted for 11.4 million jobs, or 10.3% of all private sector jobs in the US as of 2014. [Source: www.bls.gov]; From 2010 to 2013, the US experienced a decline in the civilian unemployment rate from 9.9% to 7.5%, and a 2.1% annual growth rate in GDP. [Source: www.federalreserve.gov] 2014-10-13: The unemployment rate in the United States doubled from 5% to 10% between December 2007 and June 2009. [Source: measureofamerica.org]; 34 million people in the United States are food insecure. [Source: www.feedingamerica.org]; The 2007-2009 recession led to some of the worst labor market conditions in the United States since the Great Depression. [Source: www.bls.gov] 2014-10-06: The unemployment rate in the US declined to 5.9% in September 2014, with 10.3 million new jobs added in the last 55 months. [Source: obamawhitehouse.archives.gov, www.bls.gov] 2014-09-29: In August 2014, California had 7 of the 10 U.S. metropolitan areas with the highest unemployment rates. [Source: www.bls.gov];']"}
-{"batch_x": [5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5], "batch_y": [5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568], "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, -0.3383561670780182], [-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: 2014-11-24: The National Unemployment Rate in the United States is an important economic indicator. [Source: www.bls.gov]; In 1929, the average rate of unemployment in the USA was 3.2%, and it rose to near 25% in 1932. [Source: www.quora.com]; The unemployment rate in the United States has been decreasing since July 2013. [Source: www.richmondfed.org]; In 2012, the unemployment rate in Ecuador rose to 15 percent and the poverty rate to 56 percent. [Source: www.migrationpolicy.org] 2014-11-17: The unemployment rate in the United States has been falling faster than predicted, with more jobs available and more money cycling through the economy. [Source: hbr.org] 2014-11-10: In October 2014, the unemployment rate in the United States was 5.8%. [Source: www.bls.gov] 2014-11-03: The unemployment rate in the United States has fallen 1.4 percentage points over the past year, with a current rate of 5.8% as of October 2014. [Source: obamawhitehouse.archives.gov]; Illinois had 5 of the 10 metro areas with the largest 12-month declines in unemployment rate as of November 2014. [Source: www.bls.gov]; The United States passed its first round of fiscal support in February 2008, when the unemployment rate was still 4.9%. [Source: obamawhitehouse.archives.gov];'\n 'Available facts are as follows: 2014-11-24: The National Unemployment Rate in the United States is an important economic indicator. [Source: www.bls.gov]; In 1929, the average rate of unemployment in the USA was 3.2%, and it rose to near 25% in 1932. [Source: www.quora.com]; The unemployment rate in the United States has been decreasing since July 2013. [Source: www.richmondfed.org]; In 2012, the unemployment rate in Ecuador rose to 15 percent and the poverty rate to 56 percent. [Source: www.migrationpolicy.org] 2014-11-17: The unemployment rate in the United States has been falling faster than predicted, with more jobs available and more money cycling through the economy. [Source: hbr.org] 2014-11-10: In October 2014, the unemployment rate in the United States was 5.8%. [Source: www.bls.gov] 2014-11-03: The unemployment rate in the United States has fallen 1.4 percentage points over the past year, with a current rate of 5.8% as of October 2014. [Source: obamawhitehouse.archives.gov]; Illinois had 5 of the 10 metro areas with the largest 12-month declines in unemployment rate as of November 2014. [Source: www.bls.gov]; The United States passed its first round of fiscal support in February 2008, when the unemployment rate was still 4.9%. [Source: obamawhitehouse.archives.gov];']"}
-{"batch_x": [6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432], "batch_y": [6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137], "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, -0.3383561670780182], [-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: 2014-12-22: The unemployment rate in the United States remained at 5.8 percent in the third quarter of 2014. [Source: www.americanprogress.org]; A total of 157 million people in the United States worked at some point during 2013, which was 63.5 percent of the civilian population age 16 and older. [Source: www.bls.gov]; In February 2012, the unemployment rate was significantly high, with disparities in unemployment rates between different racial groups. [Source: www.ucc.org] 2014-12-15: The unemployment rate in the United States declined 0.2 percentage points to 5.6 percent in December 2014. [Source: U.S. Bureau of Labor Statistics] 2014-12-08: The U.S. unemployment rate has declined since the start of the recession in late 2007, but the total share of adults who are not employed has risen in recent years. [Source: www.kff.org]; Veterans had lower unemployment rates every year compared with non-veterans. [Source: www.va.gov]; Youth unemployment in Somalia is estimated at 67%, one of the highest rates in the world. [Source: www.usaid.gov] 2014-12-01: Despite falling unemployment rates, food insecurity among U.S. households remained relatively stable from the end of the Great Recession. [Source: www.ers.usda.gov]; The prevalence of food insecurity in the U.S. has remained essentially unchanged since the 2007-09 recession. [Source: www.ers.usda.gov]; The unemployment rate in Bayview-Hunters Point (BVHP) is 8.1%. [Source: sfrecpark.org];'\n 'Available facts are as follows: 2014-12-22: The unemployment rate in the United States remained at 5.8 percent in the third quarter of 2014. [Source: www.americanprogress.org]; A total of 157 million people in the United States worked at some point during 2013, which was 63.5 percent of the civilian population age 16 and older. [Source: www.bls.gov]; In February 2012, the unemployment rate was significantly high, with disparities in unemployment rates between different racial groups. [Source: www.ucc.org] 2014-12-15: The unemployment rate in the United States declined 0.2 percentage points to 5.6 percent in December 2014. [Source: U.S. Bureau of Labor Statistics] 2014-12-08: The U.S. unemployment rate has declined since the start of the recession in late 2007, but the total share of adults who are not employed has risen in recent years. [Source: www.kff.org]; Veterans had lower unemployment rates every year compared with non-veterans. [Source: www.va.gov]; Youth unemployment in Somalia is estimated at 67%, one of the highest rates in the world. [Source: www.usaid.gov] 2014-12-01: Despite falling unemployment rates, food insecurity among U.S. households remained relatively stable from the end of the Great Recession. [Source: www.ers.usda.gov]; The prevalence of food insecurity in the U.S. has remained essentially unchanged since the 2007-09 recession. [Source: www.ers.usda.gov]; The unemployment rate in Bayview-Hunters Point (BVHP) is 8.1%. [Source: sfrecpark.org];']"}
-{"batch_x": [6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568], "batch_y": [5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432], "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, -0.3383561670780182], [-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: 2015-01-26: The unemployment rate in the United States was 5.6% in December 2014, down from 5.8% in November 2014, and from 6.7% in December 2013. [Source: ec.europa.eu]; Industrial production grew by 1.6 percent in 2017 after declining in the prior two years. Unemployment continued to decrease steadily. [Source: www.usitc.gov]; In the aftermath of the Great Recession of 2007-2009, youth unemployment in the United States reached its highest level since the Second World War. [Source: www.mdrc.org]; The poverty rate in the United States increased during the most recent recession, with an estimated poverty rate of 14.5% in 2013. [Source: sgp.fas.org] 2015-01-19: The seasonally adjusted rural unemployment rate stood at 6.4 percent in the United States in January 2015. [Source: www.ers.usda.gov]; The unemployment rate in the United States was lower than it was in 1999, with the economy growing and creating jobs at the fastest pace since then. [Source: www.presidency.ucsb.edu]; Wages in \"Right to Work\" (RTW) states are 3.2 percent lower than those in non-RTW states. [Source: www.epi.org] 2015-01-12: The unemployment rate in the US was 5.6% in January 2015. [Source: www.americanprogress.org]; The US economy grew at an annual rate of nearly 5% in the two middle quarters of 2014. [Source: www.imf.org]; The U.S. Bureau of Labor Statistics reported a low rate of price inflation in December 2014. [Source: lao.ca.gov] 2015-01-05: The U.S. unemployment rate declined to 5.6% in December 2014, a six-year low. [Source: www.bls.gov, www.voanews.com]; The jobless rate decline in the Framingham division matched that of the nation over the year. [Source: www.bls.gov]; In November 2014, the unemployment rate in the United States was 5.8%, stable compared to October 2014, and down from 7.0% in November 2013. [Source: ec.europa.eu];'\n 'Available facts are as follows: 2015-01-26: The unemployment rate in the United States was 5.6% in December 2014, down from 5.8% in November 2014, and from 6.7% in December 2013. [Source: ec.europa.eu]; Industrial production grew by 1.6 percent in 2017 after declining in the prior two years. Unemployment continued to decrease steadily. [Source: www.usitc.gov]; In the aftermath of the Great Recession of 2007-2009, youth unemployment in the United States reached its highest level since the Second World War. [Source: www.mdrc.org]; The poverty rate in the United States increased during the most recent recession, with an estimated poverty rate of 14.5% in 2013. [Source: sgp.fas.org] 2015-01-19: The seasonally adjusted rural unemployment rate stood at 6.4 percent in the United States in January 2015. [Source: www.ers.usda.gov]; The unemployment rate in the United States was lower than it was in 1999, with the economy growing and creating jobs at the fastest pace since then. [Source: www.presidency.ucsb.edu]; Wages in \"Right to Work\" (RTW) states are 3.2 percent lower than those in non-RTW states. [Source: www.epi.org] 2015-01-12: The unemployment rate in the US was 5.6% in January 2015. [Source: www.americanprogress.org]; The US economy grew at an annual rate of nearly 5% in the two middle quarters of 2014. [Source: www.imf.org]; The U.S. Bureau of Labor Statistics reported a low rate of price inflation in December 2014. [Source: lao.ca.gov] 2015-01-05: The U.S. unemployment rate declined to 5.6% in December 2014, a six-year low. [Source: www.bls.gov, www.voanews.com]; The jobless rate decline in the Framingham division matched that of the nation over the year. [Source: www.bls.gov]; In November 2014, the unemployment rate in the United States was 5.8%, stable compared to October 2014, and down from 7.0% in November 2013. [Source: ec.europa.eu];']"}
-{"batch_x": [6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863], "batch_y": [5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863], "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, -0.3383561670780182], [-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: 2015-02-23: The unemployment rate in the United States has been declining over the past five years, with a current rate of around 8% as of 2013. [Source: izajolp.springeropen.com] 2015-02-16: The unemployment rate in the Philadelphia Area by County was 3.4 percent in December 2014, according to the U.S. Bureau of Labor Statistics. [Source]; The U.S. labor market experienced a sharp drop in unemployment in 2014, with a stabilization in the labor force participation rate. [Source]; The American Recovery and Reinvestment Act lowered the unemployment rate by an estimated 0.7 to 1.8 percentage points between 2009 and 2014. [Source] 2015-02-09: The unemployment rate in the United States was 5.7 percent in January 2015. [Source: U.S. Bureau of Labor Statistics]; The Rosebud Agency has an unemployment rate of approximately 83%. [Source: www.bia.gov] 2015-02-02: The unemployment rate in the United States was 5.5% in February 2015, 5.7% in January 2015, and 5.8% in October 2014. [Source: www.bls.gov, www.bls.gov, advocacy.sba.gov];'\n 'Available facts are as follows: 2015-02-23: The unemployment rate in the United States has been declining over the past five years, with a current rate of around 8% as of 2013. [Source: izajolp.springeropen.com] 2015-02-16: The unemployment rate in the Philadelphia Area by County was 3.4 percent in December 2014, according to the U.S. Bureau of Labor Statistics. [Source]; The U.S. labor market experienced a sharp drop in unemployment in 2014, with a stabilization in the labor force participation rate. [Source]; The American Recovery and Reinvestment Act lowered the unemployment rate by an estimated 0.7 to 1.8 percentage points between 2009 and 2014. [Source] 2015-02-09: The unemployment rate in the United States was 5.7 percent in January 2015. [Source: U.S. Bureau of Labor Statistics]; The Rosebud Agency has an unemployment rate of approximately 83%. [Source: www.bia.gov] 2015-02-02: The unemployment rate in the United States was 5.5% in February 2015, 5.7% in January 2015, and 5.8% in October 2014. [Source: www.bls.gov, www.bls.gov, advocacy.sba.gov];']"}
-{"batch_x": [6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568], "batch_y": [5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863], "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, -0.3383561670780182]], "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, -0.3383561670780182], [-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: 2015-03-23: The unemployment rate for veterans who served on active duty in the U.S. Armed Forces at any time declined by 1.3 percentage points from 2013 to 2014. [Source: www.bls.gov]; The NEET (youth not in employment, education, or training) rate varies across countries, with the USA having a rate of 13.1% in 2014. [Source: data.oecd.org] 2015-03-16: The long-term unemployed are people who have been looking for work for 27 weeks or longer, and the number of long-term unemployed had been expanding for 3 consecutive years. [Source: www.bls.gov]; In 2015, the United States had a high rate of migration among young adults, which was followed by a large increase in unemployment. [Source: www.census.gov] 2015-03-09: In 1929, 3.2 percent of America's civilian labor force was unemployed, and by 1933, the rate had risen to 24.9 percent. [Source: www.census.gov]; In 2014, union members accounted for 16.8 percent of wage and salary workers in Washington, compared with 18.9 percent in 2013. [Source: www.bls.gov]; Women now comprise nearly half of the U.S. labor force at 46.8 percent. [Source: statusofwomendata.org]; In 2013, the average unemployment rate for the US was 7. [Source: www.shepscenter.unc.edu] 2015-03-02: In 2014, annual average unemployment rates declined in all 50 states and the District of Columbia. [Source: www.bls.gov]; The euro area unemployment rate was at 11.2% in January 2015. [Source: ec.europa.eu]; The unemployment rate for the Albanian population in the US was higher than the national average. [Source: projects.iq.harvard.edu]; In February 2015, overall job growth was robust and the national average workweek was steady. [Source: obamawhitehouse.archives.gov]; For the first time since 1984, unemployment fell in every state and Washington D.C. in 2014. [Source: www.washingtonpost.com];\"\n \"Available facts are as follows: 2015-03-23: The unemployment rate for veterans who served on active duty in the U.S. Armed Forces at any time declined by 1.3 percentage points from 2013 to 2014. [Source: www.bls.gov]; The NEET (youth not in employment, education, or training) rate varies across countries, with the USA having a rate of 13.1% in 2014. [Source: data.oecd.org] 2015-03-16: The long-term unemployed are people who have been looking for work for 27 weeks or longer, and the number of long-term unemployed had been expanding for 3 consecutive years. [Source: www.bls.gov]; In 2015, the United States had a high rate of migration among young adults, which was followed by a large increase in unemployment. [Source: www.census.gov] 2015-03-09: In 1929, 3.2 percent of America's civilian labor force was unemployed, and by 1933, the rate had risen to 24.9 percent. [Source: www.census.gov]; In 2014, union members accounted for 16.8 percent of wage and salary workers in Washington, compared with 18.9 percent in 2013. [Source: www.bls.gov]; Women now comprise nearly half of the U.S. labor force at 46.8 percent. [Source: statusofwomendata.org]; In 2013, the average unemployment rate for the US was 7. [Source: www.shepscenter.unc.edu] 2015-03-02: In 2014, annual average unemployment rates declined in all 50 states and the District of Columbia. [Source: www.bls.gov]; The euro area unemployment rate was at 11.2% in January 2015. [Source: ec.europa.eu]; The unemployment rate for the Albanian population in the US was higher than the national average. [Source: projects.iq.harvard.edu]; In February 2015, overall job growth was robust and the national average workweek was steady. [Source: obamawhitehouse.archives.gov]; For the first time since 1984, unemployment fell in every state and Washington D.C. in 2014. [Source: www.washingtonpost.com];\"]"}
-{"batch_x": [5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568], "batch_y": [5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863], "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, -0.3383561670780182], [-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]], "batch_text": "['Available facts are as follows: 2015-04-20: The unemployment rate for Asians in the US was 4.7% in the fourth quarter of 2014. [Source: www.bls.gov]; The US Bureau of Labor Statistics figures the unemployment rate monthly based on a survey of a sample of approximately 50,000 households. [Source: scholarworks.uni.edu]; In 2010, the US unemployment rate reached 10.0%. [Source: www.lsc.ohio.gov]; The major with the lowest unemployment rate was theology and religious studies, with a rate of 1.2% in the 2016 and 2017 American Community survey. [Source: seaver.pepperdine.edu] 2015-04-13: In April 2015, the unemployment rate in the United States was affected by various factors, including educational attainment, crime rates, and mental health correlates. [Source: www.bls.gov, repository.gatech.edu, pubmed.ncbi.nlm.nih.gov] 2015-04-06: The national unemployment rate and state & local unemployment rates are tracked by the U.S. Bureau of Labor Statistics. [Source] 2015-03-30: The U.S. economy had experienced 58 consecutive months of job growth by the end of 2014, with an unemployment rate of 5.6%. [Source: www.epi.org]; The national unemployment rate was stable in March 2015, with broader measures of labor market slack also showing little change. [Source: obamawhitehouse.archives.gov]; West Virginia ranked 37th in job growth and unemployment since the beginning of the recession, with no job gains since 2008. [Source: wvpolicy.org];'\n 'Available facts are as follows: 2015-04-20: The unemployment rate for Asians in the US was 4.7% in the fourth quarter of 2014. [Source: www.bls.gov]; The US Bureau of Labor Statistics figures the unemployment rate monthly based on a survey of a sample of approximately 50,000 households. [Source: scholarworks.uni.edu]; In 2010, the US unemployment rate reached 10.0%. [Source: www.lsc.ohio.gov]; The major with the lowest unemployment rate was theology and religious studies, with a rate of 1.2% in the 2016 and 2017 American Community survey. [Source: seaver.pepperdine.edu] 2015-04-13: In April 2015, the unemployment rate in the United States was affected by various factors, including educational attainment, crime rates, and mental health correlates. [Source: www.bls.gov, repository.gatech.edu, pubmed.ncbi.nlm.nih.gov] 2015-04-06: The national unemployment rate and state & local unemployment rates are tracked by the U.S. Bureau of Labor Statistics. [Source] 2015-03-30: The U.S. economy had experienced 58 consecutive months of job growth by the end of 2014, with an unemployment rate of 5.6%. [Source: www.epi.org]; The national unemployment rate was stable in March 2015, with broader measures of labor market slack also showing little change. [Source: obamawhitehouse.archives.gov]; West Virginia ranked 37th in job growth and unemployment since the beginning of the recession, with no job gains since 2008. [Source: wvpolicy.org];']"}
-{"batch_x": [5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863], "batch_y": [5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863], "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, -0.3383561670780182], [-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]], "batch_text": "[\"Available facts are as follows: 2015-05-25: The unemployment rate among chemists in the US was 4.6% in 2012, the highest in 40 years. [Source: bls.gov]; The number of marginally attached workers in the US totaled 2.2 million in 2014. [Source: bls.gov]; The employment-population ratio has tracked the unemployment rate closely in the US, though moving in opposite directions. [Source: sgp.fas.org] 2015-05-18: The number of long-term unemployed in the US has remained high years after the recession ended in June 2009. [Source: www.bls.gov]; Occupational licensing directly affects nearly 30 percent of U.S. workers today and continues to grow in density and scope. [Source: www.bls.gov]; The unemployment rate remains high because workers keep looking for jobs, potentially due to extended unemployment insurance. [Source: www.weforum.org] 2015-05-11: The national unemployment rate in the United States was 5.0% in March 2015, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov] 2015-05-04: In March 2015, Worcester County, Md., had the highest unemployment rate on the Delmarva Peninsula at 13.6 percent, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The seasonally adjusted unemployment rate for young Americans in April 2015 was 5.4%, the lowest it's been in since before the recession. [Source: www.pewresearch.org]; The economy added 223,000 jobs in April 2015, and the unemployment rate declined. [Source: obamawhitehouse.archives.gov];\"\n \"Available facts are as follows: 2015-05-25: The unemployment rate among chemists in the US was 4.6% in 2012, the highest in 40 years. [Source: bls.gov]; The number of marginally attached workers in the US totaled 2.2 million in 2014. [Source: bls.gov]; The employment-population ratio has tracked the unemployment rate closely in the US, though moving in opposite directions. [Source: sgp.fas.org] 2015-05-18: The number of long-term unemployed in the US has remained high years after the recession ended in June 2009. [Source: www.bls.gov]; Occupational licensing directly affects nearly 30 percent of U.S. workers today and continues to grow in density and scope. [Source: www.bls.gov]; The unemployment rate remains high because workers keep looking for jobs, potentially due to extended unemployment insurance. [Source: www.weforum.org] 2015-05-11: The national unemployment rate in the United States was 5.0% in March 2015, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov] 2015-05-04: In March 2015, Worcester County, Md., had the highest unemployment rate on the Delmarva Peninsula at 13.6 percent, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The seasonally adjusted unemployment rate for young Americans in April 2015 was 5.4%, the lowest it's been in since before the recession. [Source: www.pewresearch.org]; The economy added 223,000 jobs in April 2015, and the unemployment rate declined. [Source: obamawhitehouse.archives.gov];\"]"}
-{"batch_x": [5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5], "batch_y": [5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137], "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, -0.3383561670780182], [-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]], "batch_text": "[\"Available facts are as follows: 2015-06-22: Unemployment rates for states that are heavily dependent on resources production remain well below the national average. [Source: www.eia.gov]; In 2014, Pennsylvania's unemployment rate was 5.4%, and Oklahoma's was 4.7%. [Source: www.bls.gov]; The unemployment rate for area residents in Washington Heights and Inwood was 12.4% in 2014. [Source: www.osc.ny.gov]; In 1947, over 400,000 Californians remained unemployed, and 767,000 claimed unemployment benefits. [Source: capitolmuseum.ca.gov] 2015-06-15: The unemployment rate in the US has been declining, with a rate of 5.6% in December 2014 [Source: cslf.gsu.edu].; The US labor market has substantially recovered from the recent recession, with the unemployment rate dropping from 10% to a lower rate [Source: research.stlouisfed.org].; The collection of data on persons with a disability is sponsored by the Department of Labor, providing statistics on employment and unemployment in the United States [Source: www.bls.gov]. 2015-06-08: The unemployment rate in the United States has remained a concern, with some regions like Riverside County having a higher unemployment rate than the national average. [Source: takano.house.gov] 2015-06-01: The unemployment rate in the US was 6.7% in 2014, and 5.4% in April 2015, which is the lowest rate since the end of the Great Recession. [Source: www.league.org, www.americanprogress.org];\"\n \"Available facts are as follows: 2015-06-22: Unemployment rates for states that are heavily dependent on resources production remain well below the national average. [Source: www.eia.gov]; In 2014, Pennsylvania's unemployment rate was 5.4%, and Oklahoma's was 4.7%. [Source: www.bls.gov]; The unemployment rate for area residents in Washington Heights and Inwood was 12.4% in 2014. [Source: www.osc.ny.gov]; In 1947, over 400,000 Californians remained unemployed, and 767,000 claimed unemployment benefits. [Source: capitolmuseum.ca.gov] 2015-06-15: The unemployment rate in the US has been declining, with a rate of 5.6% in December 2014 [Source: cslf.gsu.edu].; The US labor market has substantially recovered from the recent recession, with the unemployment rate dropping from 10% to a lower rate [Source: research.stlouisfed.org].; The collection of data on persons with a disability is sponsored by the Department of Labor, providing statistics on employment and unemployment in the United States [Source: www.bls.gov]. 2015-06-08: The unemployment rate in the United States has remained a concern, with some regions like Riverside County having a higher unemployment rate than the national average. [Source: takano.house.gov] 2015-06-01: The unemployment rate in the US was 6.7% in 2014, and 5.4% in April 2015, which is the lowest rate since the end of the Great Recession. [Source: www.league.org, www.americanprogress.org];\"]"}
-{"batch_x": [5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568], "batch_y": [5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568], "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, -0.3383561670780182], [-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, -0.3333333432674408, -0.5, -0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2015-07-20: The unemployment rate in Virginia was 5% in 2014, and the national unemployment rate in the US was 3.6% in 1968. [Source: www.bls.gov, www.sanders.senate.gov] 2015-07-13: In July 2015, California's jobless rate fell from 6.4 percent in May to 6.3 percent in June. [Source: www.capradio.org]; In May 2015, Marin and San Mateo Counties had the lowest unemployment rate, 3.3 percent, in the San Francisco Bay Area. [Source: www.bls.gov]; The euro area unemployment rate has been high since 2007, with a poor overall performance. [Source: www.brookings.edu] 2015-07-06: The unemployment rate in the United States fell from May to June 2015. [Source: www.bls.gov] 2015-06-29: The jobless rate in the Nashua division matched the national decline in April 2015. [Source: www.bls.gov]; The U.S. real GDP growth slowed significantly during the Great Recession, resulting in high unemployment and low capacity utilization. [Source: www.imf.org]; The unemployment rate in the United States, Massachusetts, and New Hampshire were reported in April 2015. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2015-07-20: The unemployment rate in Virginia was 5% in 2014, and the national unemployment rate in the US was 3.6% in 1968. [Source: www.bls.gov, www.sanders.senate.gov] 2015-07-13: In July 2015, California's jobless rate fell from 6.4 percent in May to 6.3 percent in June. [Source: www.capradio.org]; In May 2015, Marin and San Mateo Counties had the lowest unemployment rate, 3.3 percent, in the San Francisco Bay Area. [Source: www.bls.gov]; The euro area unemployment rate has been high since 2007, with a poor overall performance. [Source: www.brookings.edu] 2015-07-06: The unemployment rate in the United States fell from May to June 2015. [Source: www.bls.gov] 2015-06-29: The jobless rate in the Nashua division matched the national decline in April 2015. [Source: www.bls.gov]; The U.S. real GDP growth slowed significantly during the Great Recession, resulting in high unemployment and low capacity utilization. [Source: www.imf.org]; The unemployment rate in the United States, Massachusetts, and New Hampshire were reported in April 2015. [Source: www.bls.gov];\"]"}
-{"batch_x": [6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137], "batch_y": [4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2015-08-24: The unemployment rate in Georgia is 3.1%, lower than the US unemployment rate of 3.9%. [Source: dol.georgia.gov] 2015-08-17: The unemployment rate in the United States was 5.3% as of August 2015 [Source: www.bls.gov]. The low employment rate was defined as part of the functional status in a study on employment and quality of life [Source: www.ncbi.nlm.nih.gov]. 2015-08-10: The unemployment rate in Arlington County, Va., was 3.1% in June 2015, the lowest in the Washington Area. [Source: www.bls.gov]; The 2014 annual unemployment rate in the St. Cloud MSA was 4.2%, just barely higher than the 4.1% state rate. [Source: www.ci.stcloud.mn.us]; The unemployment rate for the US has moved in a similar pattern to that of the UK and EU. [Source: www.ons.gov.uk] 2015-08-03: The national unemployment rate in the United States was 5.3% in July 2015. [Source: unidosus.org]; The Latino unemployment rate in the United States was 6.9% in July 2015. [Source: unidosus.org]; In 2009-2011, the unemployment rate for Latinos in the United States was estimated at 12%, and at 18% in Michigan. [Source: jsri.msu.edu]; The unemployment rate in Chicago-Naperville-Elgin, IL-IN-WI (MSA) was 5.4% in July 2015. [Source: fred.stlouisfed.org];'\n 'Available facts are as follows: 2015-08-24: The unemployment rate in Georgia is 3.1%, lower than the US unemployment rate of 3.9%. [Source: dol.georgia.gov] 2015-08-17: The unemployment rate in the United States was 5.3% as of August 2015 [Source: www.bls.gov]. The low employment rate was defined as part of the functional status in a study on employment and quality of life [Source: www.ncbi.nlm.nih.gov]. 2015-08-10: The unemployment rate in Arlington County, Va., was 3.1% in June 2015, the lowest in the Washington Area. [Source: www.bls.gov]; The 2014 annual unemployment rate in the St. Cloud MSA was 4.2%, just barely higher than the 4.1% state rate. [Source: www.ci.stcloud.mn.us]; The unemployment rate for the US has moved in a similar pattern to that of the UK and EU. [Source: www.ons.gov.uk] 2015-08-03: The national unemployment rate in the United States was 5.3% in July 2015. [Source: unidosus.org]; The Latino unemployment rate in the United States was 6.9% in July 2015. [Source: unidosus.org]; In 2009-2011, the unemployment rate for Latinos in the United States was estimated at 12%, and at 18% in Michigan. [Source: jsri.msu.edu]; The unemployment rate in Chicago-Naperville-Elgin, IL-IN-WI (MSA) was 5.4% in July 2015. [Source: fred.stlouisfed.org];']"}
-{"batch_x": [5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432], "batch_y": [4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339]], "batch_text": "[\"Available facts are as follows: 2015-09-21: The unemployment rate in the United States has been declining, with the Latino unemployment rate at 6.7% in 2014, above the national average. [Source: aflcio.org]; In 2014, a preliminary total of 4,679 fatal work injuries were recorded in the United States, an increase of 2% over the revised count of 4,585 fatal injuries in 2013. [Source: www.bls.gov]; The employment rate of migrants in the OECD increased by 1.3 percentage points in 2011-14, faster than the rise for native-born workers. [Source: www.economist.com] 2015-09-14: The labor force in the United States was 167,982,000 as of September 15, 2015. [Source: dlr.sd.gov]; The unemployment rate in the New York Area by County was 4.6 percent as of July 2015. [Source: www.bls.gov]; The labor force participation rate declined to 62.4 percent in September 2015. [Source: www.bls.gov]; The unemployment rate in the United States was 5.1 percent as of September 2015. [Source: www.bls.gov]; The insured unemployment rate in the United States was 1.7 percent as of September 16, 2015. [Source: www.kff.org] 2015-09-07: West Virginia's unemployment rate is compared to the US unemployment rate, and labor force participation rate, average annual wage, job openings, and total nonfarm employment growth are also tracked. [Source: lmi.workforcewv.org]; In 2014, 113,000 workers in North Carolina earned the federal minimum wage or less, making up 5.1% of all hourly paid workers in the state. [Source: www.bls.gov]; In 2014, Kentucky's unemployment rate was 6.1%, with 85,000 workers earning the federal minimum wage or less, making up 4.5% of all hourly paid workers in the state. [Source: www.bls.gov]; As of 2015, Albania's unemployment rate was 17.3%. [Source: www.migrationpolicy.org]; The US unemployment rate peaked at 10% and then declined rapidly, with the United States being one of the first to recover. [Source: obamawhitehouse.archives.gov] 2015-08-31: The national unemployment rate in the United States is 5.1% as of August 2015. [Source: www.idahopress.com]; The state of South Carolina ranks 45th among U.S. states for unemployment as of July 2015, with one of the highest unemployment rates in the country. [Source: aflcio.org]; The U.S. Bureau of Labor Statistics publishes new numbers each month or quarter on unemployment, job growth, productivity, prices, pay, and benefits. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2015-09-21: The unemployment rate in the United States has been declining, with the Latino unemployment rate at 6.7% in 2014, above the national average. [Source: aflcio.org]; In 2014, a preliminary total of 4,679 fatal work injuries were recorded in the United States, an increase of 2% over the revised count of 4,585 fatal injuries in 2013. [Source: www.bls.gov]; The employment rate of migrants in the OECD increased by 1.3 percentage points in 2011-14, faster than the rise for native-born workers. [Source: www.economist.com] 2015-09-14: The labor force in the United States was 167,982,000 as of September 15, 2015. [Source: dlr.sd.gov]; The unemployment rate in the New York Area by County was 4.6 percent as of July 2015. [Source: www.bls.gov]; The labor force participation rate declined to 62.4 percent in September 2015. [Source: www.bls.gov]; The unemployment rate in the United States was 5.1 percent as of September 2015. [Source: www.bls.gov]; The insured unemployment rate in the United States was 1.7 percent as of September 16, 2015. [Source: www.kff.org] 2015-09-07: West Virginia's unemployment rate is compared to the US unemployment rate, and labor force participation rate, average annual wage, job openings, and total nonfarm employment growth are also tracked. [Source: lmi.workforcewv.org]; In 2014, 113,000 workers in North Carolina earned the federal minimum wage or less, making up 5.1% of all hourly paid workers in the state. [Source: www.bls.gov]; In 2014, Kentucky's unemployment rate was 6.1%, with 85,000 workers earning the federal minimum wage or less, making up 4.5% of all hourly paid workers in the state. [Source: www.bls.gov]; As of 2015, Albania's unemployment rate was 17.3%. [Source: www.migrationpolicy.org]; The US unemployment rate peaked at 10% and then declined rapidly, with the United States being one of the first to recover. [Source: obamawhitehouse.archives.gov] 2015-08-31: The national unemployment rate in the United States is 5.1% as of August 2015. [Source: www.idahopress.com]; The state of South Carolina ranks 45th among U.S. states for unemployment as of July 2015, with one of the highest unemployment rates in the country. [Source: aflcio.org]; The U.S. Bureau of Labor Statistics publishes new numbers each month or quarter on unemployment, job growth, productivity, prices, pay, and benefits. [Source: www.bls.gov];\"]"}
-{"batch_x": [5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863], "batch_y": [4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174]], "batch_text": "[\"Available facts are as follows: 2015-10-26: Washington's economy increased by 5,300 jobs in March, and the unemployment rate increased to 4.8 percent. [Source: esd.wa.gov] 2015-10-19: The unemployment rate data for states and counties in the United States is available from the Local Area Unemployment Statistics (LAUS) program. [Source: www.bls.gov]; The average federal income tax rate on U.S. pass-through business income is 19%, which is lower than the average rate on traditional corporations. [Source: www.nber.org] 2015-10-12: The unemployment rate in the main metropolitan areas of Brazil increased from 4.7% to 7.9% in the 12 months to October 2015. [Source]; The unemployment rate in South Gate, California was 7.8% in October 2015. [Source]; According to the U.S. Bureau of Labor Statistics, workers are most likely to be on the job between 8 a.m. and 5 p.m. [Source] 2015-10-05: The U.S. Bureau of Labor Statistics (BLS) measures unemployment through the Current Population Survey (CPS) and releases data on the unemployment rate, labor force participation rate, and employment-population ratio. [Source: www.bls.gov]; The BLS also provides data on metropolitan area employment and unemployment, including national and state & local unemployment rates. [Source: www.bls.gov]; The International Labour Organization (ILO) releases global employment trends, including youth unemployment rates. [Source: webapps.ilo.org]; The National Bureau of Economic Research (NBER) publishes research on unemployment rates, including a study on how official statistics understate Chinese unemployment rates. [Source: www.nber.org];\"\n \"Available facts are as follows: 2015-10-26: Washington's economy increased by 5,300 jobs in March, and the unemployment rate increased to 4.8 percent. [Source: esd.wa.gov] 2015-10-19: The unemployment rate data for states and counties in the United States is available from the Local Area Unemployment Statistics (LAUS) program. [Source: www.bls.gov]; The average federal income tax rate on U.S. pass-through business income is 19%, which is lower than the average rate on traditional corporations. [Source: www.nber.org] 2015-10-12: The unemployment rate in the main metropolitan areas of Brazil increased from 4.7% to 7.9% in the 12 months to October 2015. [Source]; The unemployment rate in South Gate, California was 7.8% in October 2015. [Source]; According to the U.S. Bureau of Labor Statistics, workers are most likely to be on the job between 8 a.m. and 5 p.m. [Source] 2015-10-05: The U.S. Bureau of Labor Statistics (BLS) measures unemployment through the Current Population Survey (CPS) and releases data on the unemployment rate, labor force participation rate, and employment-population ratio. [Source: www.bls.gov]; The BLS also provides data on metropolitan area employment and unemployment, including national and state & local unemployment rates. [Source: www.bls.gov]; The International Labour Organization (ILO) releases global employment trends, including youth unemployment rates. [Source: webapps.ilo.org]; The National Bureau of Economic Research (NBER) publishes research on unemployment rates, including a study on how official statistics understate Chinese unemployment rates. [Source: www.nber.org];\"]"}
-{"batch_x": [5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863], "batch_y": [4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484]], "batch_text": "['Available facts are as follows: 2015-11-23: The unemployment rate in the United States was 4.6% in 2006, and 3.6% in the Philadelphia Area by County in September 2015. [Source: www.bls.gov, www.bls.gov] 2015-11-16: The U.S. unemployment rate has been steadily decreasing, with rates ranging from 5.8% to 4.0% from 2015 to 2016 [Source: U.S. Bureau of Labor Statistics].; The U.S. Census Bureau reported on geographic mobility, stating that U.S. workers are not only moving west at a declining rate but also becoming less likely to move east, north, and south [Source: U.S. Census Bureau].; The Bureau of Labor Statistics reported on the national unemployment rate, state and local unemployment rates, and unemployment insurance benefits [Source: Bureau of Labor Statistics]. 2015-11-09: The unemployment rate in Butler County, Pennsylvania was 4.2% in September 2015, the lowest in the Pittsburgh Metropolitan Statistical Area. [Source: www.bls.gov]; The nationwide youth unemployment rate in the United States was 12.2% in July 2015, more than double the overall unemployment rate. [Source: tcf.org] 2015-11-02: The overall unemployment rate for the United States in 2014 was 6.2 percent. [Source: www.bls.gov]; In the Great Recession, 56 percent of the increase in unemployment was in the form of long-term unemployment. [Source: obamawhitehouse.archives.gov]; International students enrolled full time and in valid F-1 status can generally work on-campus for up to 20 hours per week during when classes are in session. [Source: www.fredonia.edu]; During the five years 1995 to 2000, the U.S. economy grew faster, maintained a lower unemployment rate, and generated less inflation than in the whole of the previous decade. [Source: www.jstor.org];'\n 'Available facts are as follows: 2015-11-23: The unemployment rate in the United States was 4.6% in 2006, and 3.6% in the Philadelphia Area by County in September 2015. [Source: www.bls.gov, www.bls.gov] 2015-11-16: The U.S. unemployment rate has been steadily decreasing, with rates ranging from 5.8% to 4.0% from 2015 to 2016 [Source: U.S. Bureau of Labor Statistics].; The U.S. Census Bureau reported on geographic mobility, stating that U.S. workers are not only moving west at a declining rate but also becoming less likely to move east, north, and south [Source: U.S. Census Bureau].; The Bureau of Labor Statistics reported on the national unemployment rate, state and local unemployment rates, and unemployment insurance benefits [Source: Bureau of Labor Statistics]. 2015-11-09: The unemployment rate in Butler County, Pennsylvania was 4.2% in September 2015, the lowest in the Pittsburgh Metropolitan Statistical Area. [Source: www.bls.gov]; The nationwide youth unemployment rate in the United States was 12.2% in July 2015, more than double the overall unemployment rate. [Source: tcf.org] 2015-11-02: The overall unemployment rate for the United States in 2014 was 6.2 percent. [Source: www.bls.gov]; In the Great Recession, 56 percent of the increase in unemployment was in the form of long-term unemployment. [Source: obamawhitehouse.archives.gov]; International students enrolled full time and in valid F-1 status can generally work on-campus for up to 20 hours per week during when classes are in session. [Source: www.fredonia.edu]; During the five years 1995 to 2000, the U.S. economy grew faster, maintained a lower unemployment rate, and generated less inflation than in the whole of the previous decade. [Source: www.jstor.org];']"}
-{"batch_x": [5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863], "batch_y": [5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174]], "batch_text": "['Available facts are as follows: 2015-12-21: In 2014, 162.8 million people worked or looked for work at some time, and 17.7 million experienced some unemployment during the year. [Source: www.bls.gov]; The seasonally adjusted unemployment rate for Arizona dropped from 6.7 percent to 5.9 percent from July 2014 to June 2015. [Source: des.az.gov]; The national unemployment rate in the US is down sharply from its peak, currently at 5 percent. [Source: www.prb.org] 2015-12-14: As of December 2015, the unemployment rate in the United States was around 5% [Source: obamawhitehouse.archives.gov]. The unemployment rate varied by race, with black unemployment significantly higher than white unemployment [Source: www.epi.org]. 2015-12-07: The U.S. economy added 211,000 jobs in November 2015, with an unemployment rate of 5.0% [Source: www.weforum.org]; The labor force is growing, but at a slower rate due to demographic factors such as aging and slower population growth [Source: www.bls.gov]; The U-3 unemployment rate may be overstating the strength of the labor market, with alternative measures showing a more nuanced picture [Source: www.cepr.net]; Wage growth has been minimal after the recession, with employment levels for long-term unemployed individuals remaining low [Source: www.bls.gov]; The unemployment rate varies by income tier, with lower-income individuals experiencing higher unemployment rates [Source: www.statista.com] 2015-11-30: The unemployment rate in the United States was 5.0% in October 2015, down from 5.1% in September 2015 and from 5.7% in October 2014. [Source: ec.europa.eu]; The Canadian unemployment rate has been higher than the U.S. rate throughout most of the previous three decades. [Source: www150.statcan.gc.ca]; The rural unemployment rate in the United States is higher than the national average. [Source: www.ruralhealthinfo.org];'\n 'Available facts are as follows: 2015-12-21: In 2014, 162.8 million people worked or looked for work at some time, and 17.7 million experienced some unemployment during the year. [Source: www.bls.gov]; The seasonally adjusted unemployment rate for Arizona dropped from 6.7 percent to 5.9 percent from July 2014 to June 2015. [Source: des.az.gov]; The national unemployment rate in the US is down sharply from its peak, currently at 5 percent. [Source: www.prb.org] 2015-12-14: As of December 2015, the unemployment rate in the United States was around 5% [Source: obamawhitehouse.archives.gov]. The unemployment rate varied by race, with black unemployment significantly higher than white unemployment [Source: www.epi.org]. 2015-12-07: The U.S. economy added 211,000 jobs in November 2015, with an unemployment rate of 5.0% [Source: www.weforum.org]; The labor force is growing, but at a slower rate due to demographic factors such as aging and slower population growth [Source: www.bls.gov]; The U-3 unemployment rate may be overstating the strength of the labor market, with alternative measures showing a more nuanced picture [Source: www.cepr.net]; Wage growth has been minimal after the recession, with employment levels for long-term unemployed individuals remaining low [Source: www.bls.gov]; The unemployment rate varies by income tier, with lower-income individuals experiencing higher unemployment rates [Source: www.statista.com] 2015-11-30: The unemployment rate in the United States was 5.0% in October 2015, down from 5.1% in September 2015 and from 5.7% in October 2014. [Source: ec.europa.eu]; The Canadian unemployment rate has been higher than the U.S. rate throughout most of the previous three decades. [Source: www150.statcan.gc.ca]; The rural unemployment rate in the United States is higher than the national average. [Source: www.ruralhealthinfo.org];']"}
-{"batch_x": [5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863], "batch_y": [5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339]], "batch_text": "[\"Available facts are as follows: 2016-01-25: The unemployment rate in the United States has averaged around 9% since 1990, remaining well above rates seen in Germany, the UK, and other countries. [Source: www.imf.org]; The African-American unemployment rate has been consistently higher than the national average. [Source: obamawhitehouse.archives.gov]; As of 2016, the long-term unemployment rate in the OECD area was high, with more than 1 in 3 of the unemployed being long-term unemployed. [Source: www.oecd.org] 2016-01-18: New Hampshire's unemployment rate stands at 3.1%, the lowest among New England states. [Source: www.urban.org] 2016-01-11: As of January 2016, over 30 states in the US made changes to their unemployment insurance reforms, extending eligibility to workers who left their jobs for certain reasons. [Source: obamawhitehouse.archives.gov]; The average hires rate for the US (total nonfarm industries) was reported by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The National Science Board published the Science and Engineering Indicators 2016, providing quantitative information on the US and international science and engineering landscape. [Source: www.nsf.gov]; The US Bureau of Labor Statistics reported on state and local unemployment rates, as well as the impact of outlawing pay secrecy on the gender wage gap. [Source: www.bls.gov]; Oregon had one of the highest state minimum wages in the US, with persistently high unemployment rates. [Source: olis.oregonlegislature.gov]; The unemployment rate in Connecticut was reported, along with the average unemployment rate in neighboring states. [Source: ctvoices.org]; The Unemployment Rate in Cook County, MN was reported by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org] 2016-01-04: In December 2015, the unemployment rate in the US was unchanged at 5.0 percent, with total nonfarm payroll employment rising by 292,000. [Source: www.bls.gov]; The Payment Integrity Information Act (PIIA) of 2019 requires programs to report an annual improper payment rate below 10 percent for unemployment insurance. [Source: www.dol.gov];\"\n \"Available facts are as follows: 2016-01-25: The unemployment rate in the United States has averaged around 9% since 1990, remaining well above rates seen in Germany, the UK, and other countries. [Source: www.imf.org]; The African-American unemployment rate has been consistently higher than the national average. [Source: obamawhitehouse.archives.gov]; As of 2016, the long-term unemployment rate in the OECD area was high, with more than 1 in 3 of the unemployed being long-term unemployed. [Source: www.oecd.org] 2016-01-18: New Hampshire's unemployment rate stands at 3.1%, the lowest among New England states. [Source: www.urban.org] 2016-01-11: As of January 2016, over 30 states in the US made changes to their unemployment insurance reforms, extending eligibility to workers who left their jobs for certain reasons. [Source: obamawhitehouse.archives.gov]; The average hires rate for the US (total nonfarm industries) was reported by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The National Science Board published the Science and Engineering Indicators 2016, providing quantitative information on the US and international science and engineering landscape. [Source: www.nsf.gov]; The US Bureau of Labor Statistics reported on state and local unemployment rates, as well as the impact of outlawing pay secrecy on the gender wage gap. [Source: www.bls.gov]; Oregon had one of the highest state minimum wages in the US, with persistently high unemployment rates. [Source: olis.oregonlegislature.gov]; The unemployment rate in Connecticut was reported, along with the average unemployment rate in neighboring states. [Source: ctvoices.org]; The Unemployment Rate in Cook County, MN was reported by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org] 2016-01-04: In December 2015, the unemployment rate in the US was unchanged at 5.0 percent, with total nonfarm payroll employment rising by 292,000. [Source: www.bls.gov]; The Payment Integrity Information Act (PIIA) of 2019 requires programs to report an annual improper payment rate below 10 percent for unemployment insurance. [Source: www.dol.gov];\"]"}
-{"batch_x": [5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137], "batch_y": [5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114]], "batch_text": "[\"Available facts are as follows: 2016-02-22: The national unemployment rate in the US averaged 5.3% in 2015. [Source: www.bls.gov]; By the beginning of 2016, the US economy had completed the best two years of job growth since the 1990s and the fastest two-year drop in the unemployment rate. [Source: obamawhitehouse.archives.gov]; Employment-population ratios increased in 35 states and the District of Columbia and decreased in 15 states in 2015. [Source: www.bls.gov]; The U-6 unemployment rate, which includes underemployed and marginally attached workers, does not accurately represent the reality of joblessness in America. [Source: news.gallup.com] 2016-02-15: The official concept of unemployment is measured in the U.S. Bureau of Labor Statistics' monthly Employment Situation news release. [Source]; The United States unemployment rate in February was 4.9 percent, unchanged from the previous month, and 0.6 percentage points lower than in February 2015. [Source]; The unemployment rate for the Genesee-Finger Lakes Region as of November 2015 was 4.6%, in line with the New York State unemployment rate of 4.7%. [Source]; North Dakota has one of the lowest unemployment rates in the US. [Source] 2016-02-08: The national unemployment rate in the United States was 5.0 percent in December 2015, down 0.1 percentage point since the end of the third quarter in September 2015. [Source: www.epi.org] 2016-02-01: The annual unemployment rate in 1915 was 9.7 percent. [Source: www.bls.gov]; In 2016, the unemployment rate dropped below 5 percent for the first time in almost 8 years. [Source: obamawhitehouse.archives.gov]; The unemployment rate for African Americans had fallen below its pre-recession average in 2016. [Source: obamawhitehouse.archives.gov]; In January 2016, the U.S. economy added 151,000 jobs, and the unemployment rate fell to 4.9%, the lowest in 8 years. [Source: money.cnn.com];\"\n \"Available facts are as follows: 2016-02-22: The national unemployment rate in the US averaged 5.3% in 2015. [Source: www.bls.gov]; By the beginning of 2016, the US economy had completed the best two years of job growth since the 1990s and the fastest two-year drop in the unemployment rate. [Source: obamawhitehouse.archives.gov]; Employment-population ratios increased in 35 states and the District of Columbia and decreased in 15 states in 2015. [Source: www.bls.gov]; The U-6 unemployment rate, which includes underemployed and marginally attached workers, does not accurately represent the reality of joblessness in America. [Source: news.gallup.com] 2016-02-15: The official concept of unemployment is measured in the U.S. Bureau of Labor Statistics' monthly Employment Situation news release. [Source]; The United States unemployment rate in February was 4.9 percent, unchanged from the previous month, and 0.6 percentage points lower than in February 2015. [Source]; The unemployment rate for the Genesee-Finger Lakes Region as of November 2015 was 4.6%, in line with the New York State unemployment rate of 4.7%. [Source]; North Dakota has one of the lowest unemployment rates in the US. [Source] 2016-02-08: The national unemployment rate in the United States was 5.0 percent in December 2015, down 0.1 percentage point since the end of the third quarter in September 2015. [Source: www.epi.org] 2016-02-01: The annual unemployment rate in 1915 was 9.7 percent. [Source: www.bls.gov]; In 2016, the unemployment rate dropped below 5 percent for the first time in almost 8 years. [Source: obamawhitehouse.archives.gov]; The unemployment rate for African Americans had fallen below its pre-recession average in 2016. [Source: obamawhitehouse.archives.gov]; In January 2016, the U.S. economy added 151,000 jobs, and the unemployment rate fell to 4.9%, the lowest in 8 years. [Source: money.cnn.com];\"]"}
-{"batch_x": [5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568], "batch_y": [4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432], "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, -0.3333333432674408, -0.5, -0.33561643958091736]], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2016-03-21: The unemployment rate in the states that comprise HUD region 8, including Colorado, Wyoming, Utah, Montana, and the Dakotas, have been consistently lower than the national average. [Source: www.huduser.gov]; The unemployment rate in the United States was 5% in a given scenario. [Source: mi01000971.schoolwires.net]; The pace of the decline in the unemployment rate was discussed in Chapter 2 of the 2016 Economic Report of the United States. [Source: obamawhitehouse.archives.gov] 2016-03-14: The U.S. Bureau of Labor Statistics (BLS) reports that earnings increase and unemployment decreases as educational attainment rises. [Source: www.bls.gov]; In 1990-1992, life expectancy was 4.7 years shorter in high unemployment than in low unemployment areas, and this disparity persisted over time. [Source: pubmed.ncbi.nlm.nih.gov]; The poverty rate in the United States varied with the unemployment rate, and stood at 19.0 percent in 1964, decreasing by 4.2 percentage points. [Source: aspe.hhs.gov]; The unemployment rate fell to half its 2010 peak in 2015, with nominal wages growing at the fastest rate. [Source: cepr.org] 2016-03-07: NA. 2016-02-29: In 2015, the unemployment rate for the United States averaged 5.3 percent, while the rate for African Americans was 9.6 percent. [Source: www.bls.gov]; Rhode Island's unemployment rate peaked at 11.3 percent in August 2009, and payroll fell 8 percent, the largest decline among the New England states. [Source: www.bostonfed.org]; In 2014, the unemployment rate among youths in New Mexico was 15.2%, higher than the national average. [Source: bber.unm.edu];\"\n \"Available facts are as follows: 2016-03-21: The unemployment rate in the states that comprise HUD region 8, including Colorado, Wyoming, Utah, Montana, and the Dakotas, have been consistently lower than the national average. [Source: www.huduser.gov]; The unemployment rate in the United States was 5% in a given scenario. [Source: mi01000971.schoolwires.net]; The pace of the decline in the unemployment rate was discussed in Chapter 2 of the 2016 Economic Report of the United States. [Source: obamawhitehouse.archives.gov] 2016-03-14: The U.S. Bureau of Labor Statistics (BLS) reports that earnings increase and unemployment decreases as educational attainment rises. [Source: www.bls.gov]; In 1990-1992, life expectancy was 4.7 years shorter in high unemployment than in low unemployment areas, and this disparity persisted over time. [Source: pubmed.ncbi.nlm.nih.gov]; The poverty rate in the United States varied with the unemployment rate, and stood at 19.0 percent in 1964, decreasing by 4.2 percentage points. [Source: aspe.hhs.gov]; The unemployment rate fell to half its 2010 peak in 2015, with nominal wages growing at the fastest rate. [Source: cepr.org] 2016-03-07: NA. 2016-02-29: In 2015, the unemployment rate for the United States averaged 5.3 percent, while the rate for African Americans was 9.6 percent. [Source: www.bls.gov]; Rhode Island's unemployment rate peaked at 11.3 percent in August 2009, and payroll fell 8 percent, the largest decline among the New England states. [Source: www.bostonfed.org]; In 2014, the unemployment rate among youths in New Mexico was 15.2%, higher than the national average. [Source: bber.unm.edu];\"]"}
-{"batch_x": [4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137], "batch_y": [4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975]], "batch_text": "[\"Available facts are as follows: 2016-04-25: The unemployment rate in the US neared prerecession levels by the end of 2015. [Source: www.bls.gov]; The Euro area unemployment rate was 10.2% in March 2016, with the lowest rates recorded in the Czech Republic (4.1%) and Germany (4.2%). [Source: ec.europa.eu]; The US Bureau of Labor Statistics (BLS) collects data on new businesses and job creation. [Source: www.bls.gov]; The young worker unemployment rate in New York City peaked at 8 percentage points higher than the national average. [Source: comptroller.nyc.gov] 2016-04-18: The unemployment rate in the United States rose significantly during and after the Great Recession. [Source: www.weforum.org]; As of May 2016, the unemployment rate in a specific MSA (Metropolitan Statistical Area) in the United States was 3.8 percent. [Source: occ.gov]; The labor force participation rate of men aged 65+ in the United States has been declining. [Source: ourworldindata.org] 2016-04-11: Nineteen states in the US had statistically significant unemployment rate decreases from April 2015 to April 2016, with the largest declines in Arkansas and Tennessee. [Source: www.bls.gov]; The comparable, unadjusted annual state unemployment rate in Kentucky decreased by 0.2 percentage points from 2019 to 2020. [Source: kystats.ky.gov] 2016-04-04: As of April 2016, the uninsured rate among U.S. adults averaged 11.0%, down from 11.9% in the fourth quarter of 2015. [Source: news.gallup.com]; The U.S. Bureau of Labor Statistics provides comprehensive data on employment and unemployment rates, persons not in the labor force, and other labor market indicators. [Source: www.dol.gov]; The Workers' Compensation (WC) program provides cash benefits for workers with less severe injuries or illnesses. [Source: www.ncbi.nlm.nih.gov];\"\n \"Available facts are as follows: 2016-04-25: The unemployment rate in the US neared prerecession levels by the end of 2015. [Source: www.bls.gov]; The Euro area unemployment rate was 10.2% in March 2016, with the lowest rates recorded in the Czech Republic (4.1%) and Germany (4.2%). [Source: ec.europa.eu]; The US Bureau of Labor Statistics (BLS) collects data on new businesses and job creation. [Source: www.bls.gov]; The young worker unemployment rate in New York City peaked at 8 percentage points higher than the national average. [Source: comptroller.nyc.gov] 2016-04-18: The unemployment rate in the United States rose significantly during and after the Great Recession. [Source: www.weforum.org]; As of May 2016, the unemployment rate in a specific MSA (Metropolitan Statistical Area) in the United States was 3.8 percent. [Source: occ.gov]; The labor force participation rate of men aged 65+ in the United States has been declining. [Source: ourworldindata.org] 2016-04-11: Nineteen states in the US had statistically significant unemployment rate decreases from April 2015 to April 2016, with the largest declines in Arkansas and Tennessee. [Source: www.bls.gov]; The comparable, unadjusted annual state unemployment rate in Kentucky decreased by 0.2 percentage points from 2019 to 2020. [Source: kystats.ky.gov] 2016-04-04: As of April 2016, the uninsured rate among U.S. adults averaged 11.0%, down from 11.9% in the fourth quarter of 2015. [Source: news.gallup.com]; The U.S. Bureau of Labor Statistics provides comprehensive data on employment and unemployment rates, persons not in the labor force, and other labor market indicators. [Source: www.dol.gov]; The Workers' Compensation (WC) program provides cash benefits for workers with less severe injuries or illnesses. [Source: www.ncbi.nlm.nih.gov];\"]"}
-{"batch_x": [4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5], "batch_y": [5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-0.5, 0.5, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2016-05-23: The unemployment rate for youth aged 16-19 in the United States is higher compared to those aged 20-24 and 25 and over. [Source: Bureau of Labor Statistics, Current Population Survey] 2016-05-16: The unemployment rate in the Pittsburgh area was 5.3 and 5.4 percent in March 2016, respectively, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for foreign-born persons in the United States was 4.9 percent in 2015, down from 5.6 percent in 2014, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate in the United States has been declining since the Great Recession ended in mid-2009. [Source: www.stlouisfed.org] 2016-05-09: The unemployment rate in the United States remains a concern, with 16% of men between 18 and 34 being jobless or incarcerated in 2014, up from 11% in 1980. [Source: www.cbo.gov]; The share of adults living in middle-income households fell in 203 of the 229 U.S. metropolitan areas examined from 2000 to 2014. [Source: www.pewresearch.org]; Food insecurity is a related issue, with factors such as low income, unemployment, disabilities, physical and mental health, and household composition contributing to it. [Source: www.ers.usda.gov] 2016-05-02: In 2016, unemployment in Latin America and the Caribbean is expected to increase sharply. [Source: www.imf.org]; As of April 2016, the overall U.S. unemployment rate stood at 5.0%. [Source: obamawhitehouse.archives.gov]; The Philadelphia Area's unemployment rate was 3.8% in March 2016. [Source: www.bls.gov]; Two-thirds of U.S. states have seen their unemployment rates fall below their pre-recession averages. [Source: obamawhitehouse.archives.gov];\"\n \"Available facts are as follows: 2016-05-23: The unemployment rate for youth aged 16-19 in the United States is higher compared to those aged 20-24 and 25 and over. [Source: Bureau of Labor Statistics, Current Population Survey] 2016-05-16: The unemployment rate in the Pittsburgh area was 5.3 and 5.4 percent in March 2016, respectively, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for foreign-born persons in the United States was 4.9 percent in 2015, down from 5.6 percent in 2014, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate in the United States has been declining since the Great Recession ended in mid-2009. [Source: www.stlouisfed.org] 2016-05-09: The unemployment rate in the United States remains a concern, with 16% of men between 18 and 34 being jobless or incarcerated in 2014, up from 11% in 1980. [Source: www.cbo.gov]; The share of adults living in middle-income households fell in 203 of the 229 U.S. metropolitan areas examined from 2000 to 2014. [Source: www.pewresearch.org]; Food insecurity is a related issue, with factors such as low income, unemployment, disabilities, physical and mental health, and household composition contributing to it. [Source: www.ers.usda.gov] 2016-05-02: In 2016, unemployment in Latin America and the Caribbean is expected to increase sharply. [Source: www.imf.org]; As of April 2016, the overall U.S. unemployment rate stood at 5.0%. [Source: obamawhitehouse.archives.gov]; The Philadelphia Area's unemployment rate was 3.8% in March 2016. [Source: www.bls.gov]; Two-thirds of U.S. states have seen their unemployment rates fall below their pre-recession averages. [Source: obamawhitehouse.archives.gov];\"]"}
-{"batch_x": [4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568], "batch_y": [5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2016-06-20: The unemployment rate in the United States has historically been lower than in other countries, and the male labor force participation rate has been declining. [Source: obamawhitehouse.archives.gov]; In 2015, 17.5% of people with a disability were employed. [Source: www.bls.gov]; The youth unemployment rate in the United States has been tracked since 1991. [Source: fred.stlouisfed.org] 2016-06-13: The US unemployment rate rose from 5 percent in December 2007 to 9.5 percent in [Source: pubs.aeaweb.org]; Total US employment saw a seasonally adjusted increase of only 67,000, while the number of unemployed increased by 347,000 [Source: centerforjobs.org]; The seasonally adjusted unemployment rate increased in June 2016 [Source: centerforjobs.org]; The unemployment rate in the Seattle Area by County ranged from 4.3 percent to 4.7 percent in June 2016 [Source: www.bls.gov] 2016-06-06: The average annual unemployment rate for all workers in the United States in 2014 was 6.2 percent. [Source: www.epi.org]; African American unemployment rates are typically higher than those of non-Latino whites. [Source: www.apa.org]; In 2015, the unemployment rate in Louisiana increased from 5.5 percent to 6.2 percent. [Source: www.kff.org]; In 2015, 4.7 percent of all women paid hourly rates in Kentucky were minimum wage workers. [Source: www.bls.gov]; The U.S. Latino unemployment rate is declining, but remains above its 2006 low. [Source: www.pewresearch.org] 2016-05-30: The unemployment rate in the United States fell to 4.7% in May 2016, with 14.5 million jobs added over 75 straight months of private-sector job growth. [Source: obamawhitehouse.archives.gov]; In 2015, Virginia's unemployment rate was lower than the national average. [Source: www.bls.gov]; The national unemployment rate is used as a benchmark for H-2B temporary foreign workers in the United States. [Source: www.epi.org]; The unemployment rate in Portage County, OH was tracked by the U.S. Bureau of Labor Statistics in June 2016. [Source: fred.stlouisfed.org];\"\n \"Available facts are as follows: 2016-06-20: The unemployment rate in the United States has historically been lower than in other countries, and the male labor force participation rate has been declining. [Source: obamawhitehouse.archives.gov]; In 2015, 17.5% of people with a disability were employed. [Source: www.bls.gov]; The youth unemployment rate in the United States has been tracked since 1991. [Source: fred.stlouisfed.org] 2016-06-13: The US unemployment rate rose from 5 percent in December 2007 to 9.5 percent in [Source: pubs.aeaweb.org]; Total US employment saw a seasonally adjusted increase of only 67,000, while the number of unemployed increased by 347,000 [Source: centerforjobs.org]; The seasonally adjusted unemployment rate increased in June 2016 [Source: centerforjobs.org]; The unemployment rate in the Seattle Area by County ranged from 4.3 percent to 4.7 percent in June 2016 [Source: www.bls.gov] 2016-06-06: The average annual unemployment rate for all workers in the United States in 2014 was 6.2 percent. [Source: www.epi.org]; African American unemployment rates are typically higher than those of non-Latino whites. [Source: www.apa.org]; In 2015, the unemployment rate in Louisiana increased from 5.5 percent to 6.2 percent. [Source: www.kff.org]; In 2015, 4.7 percent of all women paid hourly rates in Kentucky were minimum wage workers. [Source: www.bls.gov]; The U.S. Latino unemployment rate is declining, but remains above its 2006 low. [Source: www.pewresearch.org] 2016-05-30: The unemployment rate in the United States fell to 4.7% in May 2016, with 14.5 million jobs added over 75 straight months of private-sector job growth. [Source: obamawhitehouse.archives.gov]; In 2015, Virginia's unemployment rate was lower than the national average. [Source: www.bls.gov]; The national unemployment rate is used as a benchmark for H-2B temporary foreign workers in the United States. [Source: www.epi.org]; The unemployment rate in Portage County, OH was tracked by the U.S. Bureau of Labor Statistics in June 2016. [Source: fred.stlouisfed.org];\"]"}
-{"batch_x": [4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568], "batch_y": [5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-07-25: The unemployment rate in the United States was 4.9% in June 2016, up from 4.7% in May 2016 and down from 5.3% in June 2015. [Source: ec.europa.eu]; Long-term unemployment of men in the United States during their early and mid-careers is a significant issue, with over 22% in the sample experiencing at least one such episode. [Source: www.bls.gov]; The EU27 accounts for around 14% of the world's trade in goods, with the EU, China, and the United States being the three largest global traders. [Source: european-union.europa.eu] 2016-07-18: The U.S. economy has achieved full employment, traditionally defined as below 5% unemployment rate, according to the Bureau of Labor Statistics. [Source]; The unemployment rate tends to be inversely related to real GDP growth, meaning as an economy grows, the percentage of its total labor force that is unemployed decreases. [Source]; Core PCE inflation could reach as high as 2.4 percent by 2018 if the dollar were to depreciate and the unemployment rate goes well below the natural rate. [Source]; Debt growth in the household sector has remained modest and continues to be concentrated among borrowers with strong credit histories. [Source] 2016-07-11: The United States is in its seventh consecutive year of expansion, with the unemployment rate falling to a certain level. [Source: www.imf.org] 2016-07-04: The unemployment rate in the United States rose to 4.9 percent in June 2016, with total nonfarm payroll employment increasing by 287,000. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2016-07-25: The unemployment rate in the United States was 4.9% in June 2016, up from 4.7% in May 2016 and down from 5.3% in June 2015. [Source: ec.europa.eu]; Long-term unemployment of men in the United States during their early and mid-careers is a significant issue, with over 22% in the sample experiencing at least one such episode. [Source: www.bls.gov]; The EU27 accounts for around 14% of the world's trade in goods, with the EU, China, and the United States being the three largest global traders. [Source: european-union.europa.eu] 2016-07-18: The U.S. economy has achieved full employment, traditionally defined as below 5% unemployment rate, according to the Bureau of Labor Statistics. [Source]; The unemployment rate tends to be inversely related to real GDP growth, meaning as an economy grows, the percentage of its total labor force that is unemployed decreases. [Source]; Core PCE inflation could reach as high as 2.4 percent by 2018 if the dollar were to depreciate and the unemployment rate goes well below the natural rate. [Source]; Debt growth in the household sector has remained modest and continues to be concentrated among borrowers with strong credit histories. [Source] 2016-07-11: The United States is in its seventh consecutive year of expansion, with the unemployment rate falling to a certain level. [Source: www.imf.org] 2016-07-04: The unemployment rate in the United States rose to 4.9 percent in June 2016, with total nonfarm payroll employment increasing by 287,000. [Source: www.bls.gov];\"]"}
-{"batch_x": [5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0], "batch_y": [4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-08-22: The insured unemployment rate is the percentage derived by dividing the average weekly number of individuals filing claims for regular compensation in a State. [Source: www.ecfr.gov]; Global youth unemployment is on the rise again, with wide disparities between young women and men in the labour market. [Source: www.ilo.org]; The recession produced a broad-based uptick in the unemployment and poverty rates among single mother households. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate had been below 4 percent for five straight years in the 1990s. [Source: www.epi.org]; The long-run Phillips Curve model shows the relationship between inflation and unemployment. [Source: secure-media.collegeboard.org]; The Federal Reserve uses baseline values of the equilibrium real rate, the natural rate of unemployment, and the target rate of inflation in simulation analysis. [Source: www.federalreserve.gov] 2016-08-15: The unemployment rate in the Seattle area by county in June 2016 was 4.3% for the Combined Statistical Area, 4.7% for Snohomish County, and 6.5% for Somerset County, Md. [Source: www.bls.gov]; The official poverty rate in the United States is 11.6%, with an estimated 37.9 million Americans living in poverty in 2021. [Source: poverty.ucdavis.edu]; Provo, Utah, and Omaha, Nebraska, had the lowest unemployment rates among 107 metropolitan areas surveyed by CNBC in 2016. [Source: www.cnbc.com]; In 2019, James City County had an unemployment rate of 2.7%, compared to 2.8% for Virginia and 3.7% for the United States. [Source: jamescitycountyva.gov] 2016-08-08: The current unemployment rate in the United States is 4.9%, which meets the usual definition of “full employment.” [Source: www.forbes.com]; Youth unemployment rate in Latin America and the Caribbean is the highest in the region. [Source: www.ilo.org]; Male suicides correlated with high unemployment rate in the frame of high growth rate in the USA. [Source: www.ncbi.nlm.nih.gov] 2016-08-01: As of August 2016, U.S. businesses have added 15.0 million jobs since private-sector job growth turned positive in early 2010, and the longest streak of total job growth on record has continued. [Source: obamawhitehouse.archives.gov]; The Bureau of Labor Statistics (BLS) is a Federal government agency that publishes employment data, including the unemployment rate and job growth. [Source: www.bls.gov];'\n 'Available facts are as follows: 2016-08-22: The insured unemployment rate is the percentage derived by dividing the average weekly number of individuals filing claims for regular compensation in a State. [Source: www.ecfr.gov]; Global youth unemployment is on the rise again, with wide disparities between young women and men in the labour market. [Source: www.ilo.org]; The recession produced a broad-based uptick in the unemployment and poverty rates among single mother households. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate had been below 4 percent for five straight years in the 1990s. [Source: www.epi.org]; The long-run Phillips Curve model shows the relationship between inflation and unemployment. [Source: secure-media.collegeboard.org]; The Federal Reserve uses baseline values of the equilibrium real rate, the natural rate of unemployment, and the target rate of inflation in simulation analysis. [Source: www.federalreserve.gov] 2016-08-15: The unemployment rate in the Seattle area by county in June 2016 was 4.3% for the Combined Statistical Area, 4.7% for Snohomish County, and 6.5% for Somerset County, Md. [Source: www.bls.gov]; The official poverty rate in the United States is 11.6%, with an estimated 37.9 million Americans living in poverty in 2021. [Source: poverty.ucdavis.edu]; Provo, Utah, and Omaha, Nebraska, had the lowest unemployment rates among 107 metropolitan areas surveyed by CNBC in 2016. [Source: www.cnbc.com]; In 2019, James City County had an unemployment rate of 2.7%, compared to 2.8% for Virginia and 3.7% for the United States. [Source: jamescitycountyva.gov] 2016-08-08: The current unemployment rate in the United States is 4.9%, which meets the usual definition of “full employment.” [Source: www.forbes.com]; Youth unemployment rate in Latin America and the Caribbean is the highest in the region. [Source: www.ilo.org]; Male suicides correlated with high unemployment rate in the frame of high growth rate in the USA. [Source: www.ncbi.nlm.nih.gov] 2016-08-01: As of August 2016, U.S. businesses have added 15.0 million jobs since private-sector job growth turned positive in early 2010, and the longest streak of total job growth on record has continued. [Source: obamawhitehouse.archives.gov]; The Bureau of Labor Statistics (BLS) is a Federal government agency that publishes employment data, including the unemployment rate and job growth. [Source: www.bls.gov];']"}
-{"batch_x": [5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863], "batch_y": [4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-09-19: The unemployment rate in the United States has been below 5 percent for some time, and job growth is steady. [Source: www.imf.org] 2016-09-12: In 2015, the overall unemployment rate for the United States was 5.3 percent, varying across race and ethnicity groups. [Source: www.bls.gov] 2016-09-05: The unemployment rate in the New York-Newark-Jersey City, N.Y.-N.J.-Pa. Metropolitan Statistical Area was 4.0 percent in July 2016. [Source: www.bls.gov]; The state's overall unemployment rate in Texas remains one of the lowest in the nation at 3.2%. [Source: www.fhfaoig.gov]; U.S. unemployment declined 1.6 percentage points from 2014 to 2015. [Source: poverty.ucdavis.edu] 2016-08-29: The economy added 151,000 jobs in August 2016, and the unemployment rate held steady at 4.9 percent. [Source: obamawhitehouse.archives.gov]; The rural unemployment rate dropped below 6 percent for the first time since 2007. [Source: medium.com]; The overall unemployment rates have fallen both in California and nationally in recent years. [Source: scdd.ca.gov];\"\n \"Available facts are as follows: 2016-09-19: The unemployment rate in the United States has been below 5 percent for some time, and job growth is steady. [Source: www.imf.org] 2016-09-12: In 2015, the overall unemployment rate for the United States was 5.3 percent, varying across race and ethnicity groups. [Source: www.bls.gov] 2016-09-05: The unemployment rate in the New York-Newark-Jersey City, N.Y.-N.J.-Pa. Metropolitan Statistical Area was 4.0 percent in July 2016. [Source: www.bls.gov]; The state's overall unemployment rate in Texas remains one of the lowest in the nation at 3.2%. [Source: www.fhfaoig.gov]; U.S. unemployment declined 1.6 percentage points from 2014 to 2015. [Source: poverty.ucdavis.edu] 2016-08-29: The economy added 151,000 jobs in August 2016, and the unemployment rate held steady at 4.9 percent. [Source: obamawhitehouse.archives.gov]; The rural unemployment rate dropped below 6 percent for the first time since 2007. [Source: medium.com]; The overall unemployment rates have fallen both in California and nationally in recent years. [Source: scdd.ca.gov];\"]"}
-{"batch_x": [5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137], "batch_y": [4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-10-24: The national unemployment rate is mentioned in several sources, indicating its relevance to the current economic situation. [Source: bls.gov, everycrsreport.com, frbsf.org] 2016-10-17: The official unemployment rate, also known as the U-3 measure, is the most widely used indicator of labor market conditions in the United States. [Source: www.dws.state.nm.us] 2016-10-10: The unemployment rate in the United States has been decreasing, with 54 of Ohio's 88 counties having unemployment rates above the national average. [Source: lsc.ohio.gov]; The African-American unemployment rate has seen a larger percentage decrease since 2010. [Source: obamawhitehouse.archives.gov]; The poverty rate decreased in 23 states in 2015, with unemployment rates decreasing and median household income increasing in each of those states. [Source: www.census.gov]; The unemployment rate in Latin America and the Caribbean is expected to rise by 0.3 percentage points in 2017. [Source: webapps.ilo.org] 2016-10-03: The unemployment rate in the United States was 5.3% in 2016 [Source: obamawhitehouse.archives.gov]. The Bureau of Labor Statistics (BLS) is a key source of economic and labor force statistics in the United States [Source: www.bls.gov].;\"\n \"Available facts are as follows: 2016-10-24: The national unemployment rate is mentioned in several sources, indicating its relevance to the current economic situation. [Source: bls.gov, everycrsreport.com, frbsf.org] 2016-10-17: The official unemployment rate, also known as the U-3 measure, is the most widely used indicator of labor market conditions in the United States. [Source: www.dws.state.nm.us] 2016-10-10: The unemployment rate in the United States has been decreasing, with 54 of Ohio's 88 counties having unemployment rates above the national average. [Source: lsc.ohio.gov]; The African-American unemployment rate has seen a larger percentage decrease since 2010. [Source: obamawhitehouse.archives.gov]; The poverty rate decreased in 23 states in 2015, with unemployment rates decreasing and median household income increasing in each of those states. [Source: www.census.gov]; The unemployment rate in Latin America and the Caribbean is expected to rise by 0.3 percentage points in 2017. [Source: webapps.ilo.org] 2016-10-03: The unemployment rate in the United States was 5.3% in 2016 [Source: obamawhitehouse.archives.gov]. The Bureau of Labor Statistics (BLS) is a key source of economic and labor force statistics in the United States [Source: www.bls.gov].;\"]"}
-{"batch_x": [4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432], "batch_y": [4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-11-21: The U.S. Bureau of Labor Statistics (BLS) releases 10-year employment projections for the nation every 2 years. [Source: www.bls.gov]; The national unemployment rate in the United States is 4.7 percent as of 2016, down from a high of 15.2 percent in 2011. [Source: obamawhitehouse.archives.gov]; The minimum wage in Maine is enforced by the State statute. [Source: www.maine.gov] 2016-11-14: The unemployment rate in the United States declined to 4.6 percent in November 2016. [Source: www.bls.gov]; Unemployment continued to decline in rural areas in 2015, falling close to levels last seen before the Great Recession. [Source: www.ers.usda.gov]; The unemployment rate in the Washington Area by County was 2.7 percent in September 2016. [Source: www.bls.gov]; Between 9.5 and 14.6 percent of the labor force was out of work on the eve of America's entry into World War II. [Source: pubs.aeaweb.org] 2016-11-07: As of October 2016, the unemployment rate among veterans was 4.3%, compared to the national unemployment rate. [Source]; The national unemployment rate is one of the lowest in the nation, with North Dakota having one of the lowest unemployment rates. [Source] 2016-10-31: The unemployment rate remains a significant challenge for Hispanic workers in the United States, with low wages and poverty also being major issues. [Source: cepr.net]; The working-age population is shrinking in most rural areas of the United States, leading to a need for these areas to focus on attracting workers rather than just keeping them. [Source: www.coopercenter.org]; The national unemployment rate in the United States is a significant indicator of the country's economic health. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2016-11-21: The U.S. Bureau of Labor Statistics (BLS) releases 10-year employment projections for the nation every 2 years. [Source: www.bls.gov]; The national unemployment rate in the United States is 4.7 percent as of 2016, down from a high of 15.2 percent in 2011. [Source: obamawhitehouse.archives.gov]; The minimum wage in Maine is enforced by the State statute. [Source: www.maine.gov] 2016-11-14: The unemployment rate in the United States declined to 4.6 percent in November 2016. [Source: www.bls.gov]; Unemployment continued to decline in rural areas in 2015, falling close to levels last seen before the Great Recession. [Source: www.ers.usda.gov]; The unemployment rate in the Washington Area by County was 2.7 percent in September 2016. [Source: www.bls.gov]; Between 9.5 and 14.6 percent of the labor force was out of work on the eve of America's entry into World War II. [Source: pubs.aeaweb.org] 2016-11-07: As of October 2016, the unemployment rate among veterans was 4.3%, compared to the national unemployment rate. [Source]; The national unemployment rate is one of the lowest in the nation, with North Dakota having one of the lowest unemployment rates. [Source] 2016-10-31: The unemployment rate remains a significant challenge for Hispanic workers in the United States, with low wages and poverty also being major issues. [Source: cepr.net]; The working-age population is shrinking in most rural areas of the United States, leading to a need for these areas to focus on attracting workers rather than just keeping them. [Source: www.coopercenter.org]; The national unemployment rate in the United States is a significant indicator of the country's economic health. [Source: www.bls.gov];\"]"}
-{"batch_x": [4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5], "batch_y": [5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-12-26: The unemployment rate in the United States has decreased by 0.3 percentage points over the year ended December 31, 2016 [Source: www.bls.gov]. 2016-12-19: The labor market has experienced a strong recovery in recent years, with rapid job growth, a falling unemployment rate, and rising wages. [Source: obamawhitehouse.archives.gov]; The U.S. Department of Labor\\'s Bureau of Labor Statistics (BLS) publishes six measures of \"labor underutilization\" each month, including the unemployment rate. [Source: ballotpedia.org]; In the District of Columbia, men earned a median weekly wage of $1,224, and Hawaii had the highest female-to-male earnings ratio among the states, 87.9 percent. [Source: www.bls.gov] 2016-12-12: NA. 2016-12-05: The Bureau of Labor Statistics (BLS) provides data on labor force statistics, including unemployment rates, for various states and regions in the United States. [Source];'\n 'Available facts are as follows: 2016-12-26: The unemployment rate in the United States has decreased by 0.3 percentage points over the year ended December 31, 2016 [Source: www.bls.gov]. 2016-12-19: The labor market has experienced a strong recovery in recent years, with rapid job growth, a falling unemployment rate, and rising wages. [Source: obamawhitehouse.archives.gov]; The U.S. Department of Labor\\'s Bureau of Labor Statistics (BLS) publishes six measures of \"labor underutilization\" each month, including the unemployment rate. [Source: ballotpedia.org]; In the District of Columbia, men earned a median weekly wage of $1,224, and Hawaii had the highest female-to-male earnings ratio among the states, 87.9 percent. [Source: www.bls.gov] 2016-12-12: NA. 2016-12-05: The Bureau of Labor Statistics (BLS) provides data on labor force statistics, including unemployment rates, for various states and regions in the United States. [Source];']"}
-{"batch_x": [5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568], "batch_y": [4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-0.5, 0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2017-01-23: The national unemployment rate is an important measure of the economy, and changes in the rate can be tracked over time. [Source: www.bls.gov] 2017-01-16: The U.S. unemployment rate was 4.7% in December 2016. [Source]; Since the depths of the Great Recession, about 15-1/2 million jobs have been added to the U.S. economy, on net. In 2016, job gains averaged about 180,000 per month. [Source]; The state unemployment rate fell by half during Mike Pence's four years in office as Governor of Indiana. [Source] 2017-01-09: As of January 2017, the unemployment rate for college graduates in the United States was 2.5%, while the rate for non-college graduates was 7.7%. [Source: www.bls.gov] 2017-01-02: The unemployment rate in the United States was 4.7% in December 2016, with a total nonfarm payroll employment increase of 156,000. [Source: www.bls.gov]; The median household income in the United States in 2015 was $56,516, up from $49,276 in 2010. [Source: research.stlouisfed.org];\"\n \"Available facts are as follows: 2017-01-23: The national unemployment rate is an important measure of the economy, and changes in the rate can be tracked over time. [Source: www.bls.gov] 2017-01-16: The U.S. unemployment rate was 4.7% in December 2016. [Source]; Since the depths of the Great Recession, about 15-1/2 million jobs have been added to the U.S. economy, on net. In 2016, job gains averaged about 180,000 per month. [Source]; The state unemployment rate fell by half during Mike Pence's four years in office as Governor of Indiana. [Source] 2017-01-09: As of January 2017, the unemployment rate for college graduates in the United States was 2.5%, while the rate for non-college graduates was 7.7%. [Source: www.bls.gov] 2017-01-02: The unemployment rate in the United States was 4.7% in December 2016, with a total nonfarm payroll employment increase of 156,000. [Source: www.bls.gov]; The median household income in the United States in 2015 was $56,516, up from $49,276 in 2010. [Source: research.stlouisfed.org];\"]"}
-{"batch_x": [5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432], "batch_y": [4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2017-02-20: The unemployment rate for women aged 16-19 was 17.7% in 2014, while those aged 20-24 had a lower unemployment rate. [Source: statusofwomendata.org]; The union membership rate in the United States was 10.7% in 2016. [Source: www.bls.gov]; The unemployment rates for women and men in 2014 were the lowest since 2008, with 5.4% of women and 6.1% of men unemployed. [Source: statusofwomendata.org] 2017-02-13: The unemployment rate in the United States was 4.7% in February 2017, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-02-06: The national unemployment rate in December 2016 was 4.7 percent, down from 4.9 percent at the beginning of the year. [Source: www.epi.org]; The union membership rate in 2016 was 10.7 percent. [Source: www.bls.gov]; Net employment gain measures 2.4 million in 2016. [Source: www.bls.gov] 2017-01-30: The unemployment rate in the United States was 4.8% in January 2017, with a total nonfarm payroll employment increase of 227,000. [Source: www.bls.gov]; The unemployment rate among U.S. residing doctoral scientists and engineers was 1.4% in 2017. [Source: ncsesdata.nsf.gov]; In 2015, scientists and engineers had a lower unemployment rate than the U.S. workforce as a whole. [Source: www.nsf.gov]; The euro area unemployment rate was 9.6% in December 2016, with the lowest rates in the Czech Republic (3.5%) and Germany (3.9%). [Source: ec.europa.eu];'\n 'Available facts are as follows: 2017-02-20: The unemployment rate for women aged 16-19 was 17.7% in 2014, while those aged 20-24 had a lower unemployment rate. [Source: statusofwomendata.org]; The union membership rate in the United States was 10.7% in 2016. [Source: www.bls.gov]; The unemployment rates for women and men in 2014 were the lowest since 2008, with 5.4% of women and 6.1% of men unemployed. [Source: statusofwomendata.org] 2017-02-13: The unemployment rate in the United States was 4.7% in February 2017, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-02-06: The national unemployment rate in December 2016 was 4.7 percent, down from 4.9 percent at the beginning of the year. [Source: www.epi.org]; The union membership rate in 2016 was 10.7 percent. [Source: www.bls.gov]; Net employment gain measures 2.4 million in 2016. [Source: www.bls.gov] 2017-01-30: The unemployment rate in the United States was 4.8% in January 2017, with a total nonfarm payroll employment increase of 227,000. [Source: www.bls.gov]; The unemployment rate among U.S. residing doctoral scientists and engineers was 1.4% in 2017. [Source: ncsesdata.nsf.gov]; In 2015, scientists and engineers had a lower unemployment rate than the U.S. workforce as a whole. [Source: www.nsf.gov]; The euro area unemployment rate was 9.6% in December 2016, with the lowest rates in the Czech Republic (3.5%) and Germany (3.9%). [Source: ec.europa.eu];']"}
-{"batch_x": [5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568], "batch_y": [4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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, 0.4178082048892975], [-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: 2017-03-20: The national unemployment rate in the United States is a key indicator of the labor market. [Source: www.bls.gov]; In 2016, quits rose while layoffs and discharges fell, indicating a shift in the labor market. [Source: www.bls.gov] 2017-03-13: The unemployment rate in the United States is a major concern, with child maltreatment and unemployment being closely related. [Source: conference.iza.org]; The U.S. Department of Health and Human Services estimates that there were approximately 702,000 victims of child maltreatment in 2014. [Source: conference.iza.org]; The U.S. Office of Personnel Management (OPM) has prepared human resources guidance for agencies and employees in the event of furloughs. [Source: www.opm.gov]; The teen birth rate in the United States is high, and the impact of minimum wage on adolescent fertility is being studied. [Source: www.ncbi.nlm.nih.gov] 2017-03-06: The official definition of unemployment has been that to be considered unemployed, one must not only not have a job but be available for work (i.e., not too sick to work). [Source: www.pewresearch.org]; Total nonfarm payroll employment increased by 235,000 in February 2017, and the unemployment rate was little changed at 4.7 percent. [Source: www.bls.gov]; Unemployment rates decreased and median household income increased in 23 states where poverty decreased from 2014 to 2015. [Source: www.communitycommons.org] 2017-02-27: The U.S. jobless rate declined in 2016, with employment-population ratios increasing in 36 states and the District, decreasing in 12 states, and remaining unchanged in 2 states. [Source: www.bls.gov]; The current low unemployment rate in the U.S. is 4.8 percent. [Source: econofact.org];'\n 'Available facts are as follows: 2017-03-20: The national unemployment rate in the United States is a key indicator of the labor market. [Source: www.bls.gov]; In 2016, quits rose while layoffs and discharges fell, indicating a shift in the labor market. [Source: www.bls.gov] 2017-03-13: The unemployment rate in the United States is a major concern, with child maltreatment and unemployment being closely related. [Source: conference.iza.org]; The U.S. Department of Health and Human Services estimates that there were approximately 702,000 victims of child maltreatment in 2014. [Source: conference.iza.org]; The U.S. Office of Personnel Management (OPM) has prepared human resources guidance for agencies and employees in the event of furloughs. [Source: www.opm.gov]; The teen birth rate in the United States is high, and the impact of minimum wage on adolescent fertility is being studied. [Source: www.ncbi.nlm.nih.gov] 2017-03-06: The official definition of unemployment has been that to be considered unemployed, one must not only not have a job but be available for work (i.e., not too sick to work). [Source: www.pewresearch.org]; Total nonfarm payroll employment increased by 235,000 in February 2017, and the unemployment rate was little changed at 4.7 percent. [Source: www.bls.gov]; Unemployment rates decreased and median household income increased in 23 states where poverty decreased from 2014 to 2015. [Source: www.communitycommons.org] 2017-02-27: The U.S. jobless rate declined in 2016, with employment-population ratios increasing in 36 states and the District, decreasing in 12 states, and remaining unchanged in 2 states. [Source: www.bls.gov]; The current low unemployment rate in the U.S. is 4.8 percent. [Source: econofact.org];']"}
-{"batch_x": [4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568], "batch_y": [4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2017-04-24: The unemployment rate in the United States has been decreasing, with a current rate of 4.7% as of 2017. [Source: www.bls.gov] 2017-04-17: The annual average unemployment rate in New England was 4.1 percent in 2016, down 0.8 percentage point over the year. [Source: www.bls.gov]; Job reallocation in the U.S. has been declining over several decades. [Source: www.federalreserve.gov]; The aging of the U.S. population, together with the lower labor force participation rate of older people, affects the labor market. [Source: www.bls.gov]; A rise in inflation rate, due to a monetary expansion, is not found to have any significant short-run impact on unemployment rate in the U.S. economy. [Source: www.jstor.org]; The employment-to-population ratio in the United States has been fluctuating. [Source: www.avma.org] 2017-04-10: The US labor market has exhibited a pronounced recovery since the global financial crisis, with the unemployment rate decreasing further. [Source: www.un.org]; The US unemployment rate has decreased, with a recent rate shown in an infographic from 2007 to 2017. [Source: www.statista.com]; To be eligible for unemployment benefits, one must be partially or totally unemployed through no fault of their own, a US citizen or allowed to work in the US, and have worked for a certain amount of time. [Source: jobs.utah.gov] 2017-04-03: The unemployment rate in the United States declined to 4.5 percent in March 2017, with total nonfarm payroll employment edging up by 98,000. [Source: www.bls.gov]; Labor market barriers are associated with income, race, and education, with unemployment rates averaging 13% for certain groups. [Source: www.cbpp.org]; The majority of rural adults in the US now have at least some college education, with 15% having a bachelor's degree or higher in 2015. [Source: www.ers.usda.gov];\"\n \"Available facts are as follows: 2017-04-24: The unemployment rate in the United States has been decreasing, with a current rate of 4.7% as of 2017. [Source: www.bls.gov] 2017-04-17: The annual average unemployment rate in New England was 4.1 percent in 2016, down 0.8 percentage point over the year. [Source: www.bls.gov]; Job reallocation in the U.S. has been declining over several decades. [Source: www.federalreserve.gov]; The aging of the U.S. population, together with the lower labor force participation rate of older people, affects the labor market. [Source: www.bls.gov]; A rise in inflation rate, due to a monetary expansion, is not found to have any significant short-run impact on unemployment rate in the U.S. economy. [Source: www.jstor.org]; The employment-to-population ratio in the United States has been fluctuating. [Source: www.avma.org] 2017-04-10: The US labor market has exhibited a pronounced recovery since the global financial crisis, with the unemployment rate decreasing further. [Source: www.un.org]; The US unemployment rate has decreased, with a recent rate shown in an infographic from 2007 to 2017. [Source: www.statista.com]; To be eligible for unemployment benefits, one must be partially or totally unemployed through no fault of their own, a US citizen or allowed to work in the US, and have worked for a certain amount of time. [Source: jobs.utah.gov] 2017-04-03: The unemployment rate in the United States declined to 4.5 percent in March 2017, with total nonfarm payroll employment edging up by 98,000. [Source: www.bls.gov]; Labor market barriers are associated with income, race, and education, with unemployment rates averaging 13% for certain groups. [Source: www.cbpp.org]; The majority of rural adults in the US now have at least some college education, with 15% having a bachelor's degree or higher in 2015. [Source: www.ers.usda.gov];\"]"}
-{"batch_x": [4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568], "batch_y": [4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2017-05-22: The unemployment rate in the Pittsburgh area was 5.0% in March 2017, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate was 3.9% in May 2017, according to tradingeconomics.com. [Source: tradingeconomics.com] 2017-05-15: The unemployment rate in the Philadelphia Area was 3.5 percent in March 2017, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for foreign-born persons in the United States was 4.3 percent in 2016, down from 4.9 percent in 2015, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The United States' current account deficit was $481.2 billion in 2017. [Source: www.epi.org]; Oregon's exports grew 9 percent from 2015 to 2016, with a total value of $22B. [Source: dochub.clackamas.us] 2017-05-08: The unemployment rate in the United States was 3.1% as of May 2017 [Source: www.bls.gov]; The Great Recession had a significant impact on employment and fertility rates in the United States and Europe [Source: www.demographic-research.org]; The Beveridge Curve shows the relationship between job openings and unemployment rates in the United States [Source: www.bls.gov] 2017-05-01: The Michigan unemployment rate fell 0.5 percentage points in May 2017, driven by a decline in the state's labor force. [Source: www.michigan.gov]; The unemployment rate for males aged 25-54 in the United States was tracked from January 1990 to May 2017. [Source: fred.stlouisfed.org]; The average cost per meal in the United States is $2.89, and the unemployment rate in New York State is 4.3% as of March 2017. [Source: www.foodbanknyc.org];\"\n \"Available facts are as follows: 2017-05-22: The unemployment rate in the Pittsburgh area was 5.0% in March 2017, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate was 3.9% in May 2017, according to tradingeconomics.com. [Source: tradingeconomics.com] 2017-05-15: The unemployment rate in the Philadelphia Area was 3.5 percent in March 2017, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for foreign-born persons in the United States was 4.3 percent in 2016, down from 4.9 percent in 2015, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The United States' current account deficit was $481.2 billion in 2017. [Source: www.epi.org]; Oregon's exports grew 9 percent from 2015 to 2016, with a total value of $22B. [Source: dochub.clackamas.us] 2017-05-08: The unemployment rate in the United States was 3.1% as of May 2017 [Source: www.bls.gov]; The Great Recession had a significant impact on employment and fertility rates in the United States and Europe [Source: www.demographic-research.org]; The Beveridge Curve shows the relationship between job openings and unemployment rates in the United States [Source: www.bls.gov] 2017-05-01: The Michigan unemployment rate fell 0.5 percentage points in May 2017, driven by a decline in the state's labor force. [Source: www.michigan.gov]; The unemployment rate for males aged 25-54 in the United States was tracked from January 1990 to May 2017. [Source: fred.stlouisfed.org]; The average cost per meal in the United States is $2.89, and the unemployment rate in New York State is 4.3% as of March 2017. [Source: www.foodbanknyc.org];\"]"}
-{"batch_x": [4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5], "batch_y": [4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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]], "batch_text": "['Available facts are as follows: 2017-06-19: The unemployment rate in the United States has fallen to 4.3 percent in May, the lowest level recorded in 16 years. [Source]; 73 counties in the United States have unemployment rates of 2% or lower. [Source]; The California employment rate of people with disabilities is far behind the employment rate for people without disabilities. [Source] 2017-06-12: The unemployment rate in Minnesota has decreased to 3.8% as of March and April 2017. [Source: mn.gov]; The national unemployment rate in the US is 4.3% as of June 2017. [Source: www.economist.com]; The incidence rate for workers in state government hospitals is available from the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-06-05: The overall unemployment rate in 2015 was 5.7%. [Source: www.ers.usda.gov]; The unemployment rate in the US has fallen closer to 4.9% in 2016. [Source: www.pewresearch.org]; In May 2017, the unemployment rate in the United States was reported. [Source: www.chegg.com]; The U.S. economy grew by 1.5% in 2016, down from 2.6% growth in 2015, according to OECD data. [Source: www.pewresearch.org] 2017-05-29: The current unemployment rate in the United States is 3.80% as of March 2024, according to the United States Federal Reserve. [Source: tradingeconomics.com]; The unemployment rate in the United States is measured on a monthly basis and expressed as a percentage of the individuals in the U.S. who are unemployed. [Source: eligibility.com];'\n 'Available facts are as follows: 2017-06-19: The unemployment rate in the United States has fallen to 4.3 percent in May, the lowest level recorded in 16 years. [Source]; 73 counties in the United States have unemployment rates of 2% or lower. [Source]; The California employment rate of people with disabilities is far behind the employment rate for people without disabilities. [Source] 2017-06-12: The unemployment rate in Minnesota has decreased to 3.8% as of March and April 2017. [Source: mn.gov]; The national unemployment rate in the US is 4.3% as of June 2017. [Source: www.economist.com]; The incidence rate for workers in state government hospitals is available from the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-06-05: The overall unemployment rate in 2015 was 5.7%. [Source: www.ers.usda.gov]; The unemployment rate in the US has fallen closer to 4.9% in 2016. [Source: www.pewresearch.org]; In May 2017, the unemployment rate in the United States was reported. [Source: www.chegg.com]; The U.S. economy grew by 1.5% in 2016, down from 2.6% growth in 2015, according to OECD data. [Source: www.pewresearch.org] 2017-05-29: The current unemployment rate in the United States is 3.80% as of March 2024, according to the United States Federal Reserve. [Source: tradingeconomics.com]; The unemployment rate in the United States is measured on a monthly basis and expressed as a percentage of the individuals in the U.S. who are unemployed. [Source: eligibility.com];']"}
-{"batch_x": [4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568], "batch_y": [4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2017-07-24: The United States is in the longest expansion since 1850, with an unemployment rate of 4.4 percent as of 2017. [Source: www.imf.org] 2017-07-17: The unemployment rate in the United States was 8.1 percent in 2017. [Source: www.bls.gov]; The gap between the unemployment rate for black Americans and white Americans was evident in June 2017. [Source: equitablegrowth.org]; Pennsylvania's unemployment rate remained at 5.0 percent in June 2017. [Source: www.montgomerycountypa.gov]; The unemployment rate has a significant impact on mortality rates, with increases in unemployment rates leading to higher mortality rates. [Source: pubmed.ncbi.nlm.nih.gov]; The present-value losses of job loss rise steeply with the unemployment rate. [Source: www.ncbi.nlm.nih.gov] 2017-07-10: The unemployment rate in the United States was 4.4% in April 2017, according to the U.S. Bureau of Labor Statistics. [Source] 2017-07-03: The unemployment rate is an important measure of the labor market, but it often lags business cycle developments and does not capture other aspects of labor market performance. [Source: www.federalreserve.gov]; In May 2016, there were 8.8 million science, technology, engineering, and mathematics (STEM) jobs, representing 6.3 percent of U.S. employment. [Source: www.bls.gov]; The U.S. Department of Labor tracks the unemployment rate, which is the percentage of people in the labor force who are unemployed. [Source: open.lib.umn.edu];\"\n \"Available facts are as follows: 2017-07-24: The United States is in the longest expansion since 1850, with an unemployment rate of 4.4 percent as of 2017. [Source: www.imf.org] 2017-07-17: The unemployment rate in the United States was 8.1 percent in 2017. [Source: www.bls.gov]; The gap between the unemployment rate for black Americans and white Americans was evident in June 2017. [Source: equitablegrowth.org]; Pennsylvania's unemployment rate remained at 5.0 percent in June 2017. [Source: www.montgomerycountypa.gov]; The unemployment rate has a significant impact on mortality rates, with increases in unemployment rates leading to higher mortality rates. [Source: pubmed.ncbi.nlm.nih.gov]; The present-value losses of job loss rise steeply with the unemployment rate. [Source: www.ncbi.nlm.nih.gov] 2017-07-10: The unemployment rate in the United States was 4.4% in April 2017, according to the U.S. Bureau of Labor Statistics. [Source] 2017-07-03: The unemployment rate is an important measure of the labor market, but it often lags business cycle developments and does not capture other aspects of labor market performance. [Source: www.federalreserve.gov]; In May 2016, there were 8.8 million science, technology, engineering, and mathematics (STEM) jobs, representing 6.3 percent of U.S. employment. [Source: www.bls.gov]; The U.S. Department of Labor tracks the unemployment rate, which is the percentage of people in the labor force who are unemployed. [Source: open.lib.umn.edu];\"]"}
-{"batch_x": [5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5], "batch_y": [4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716], "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]], "batch_text": "[\"Available facts are as follows: 2017-08-21: The unemployment rate among tribes in the United States is well above the national average. [Source: www.bia.gov]; The national unemployment rate in Turkey reached 10.1% in 2010. [Source: www.ncbi.nlm.nih.gov]; The largest increases in unemployment in the US were a 0.2 percentage point rise in Alaska and Maine. [Source: bluecollarjobs.us] 2017-08-14: The unemployment rate has been declining in five of the six New England states, and the unemployment rate in the region remained below the national average. [Source: www.bostonfed.org]; Higher levels of educational attainment have lower unemployment rates, with those holding a Bachelor's degree or higher having an unemployment rate of 2.2% compared to 4.6% for those with some college or an Associate's degree, and 5.4% for those with a high school diploma or equivalent. [Source: www.bls.gov]; The natural rate of unemployment, or u-star, is used by economists and policymakers to help assess the overall state of the labor market. [Source: www.frbsf.org]; Approximately 6.7 million people ages 16 to 24 in the United States are neither enrolled in school nor employed. [Source: www.urban.org] 2017-08-07: The U.S. unemployment rate is 4.4% [Source: www.frbsf.org]; The National Unemployment Rate is available on the U.S. Bureau of Labor Statistics website [Source: www.bls.gov]; To be eligible for unemployment benefits in Florida, one must be a U.S. citizen or have a permit to work in the United States, have worked for an employer covered by the state's unemployment insurance law, and be able and available to work [Source: www.wenzelfenton.com] 2017-07-31: The current unemployment rate in the United States is 5.1% as of 2005, and it peaked at 10.8% in November and December of 1982. [Source: globalpolicysolutions.org, econofact.org];\"\n \"Available facts are as follows: 2017-08-21: The unemployment rate among tribes in the United States is well above the national average. [Source: www.bia.gov]; The national unemployment rate in Turkey reached 10.1% in 2010. [Source: www.ncbi.nlm.nih.gov]; The largest increases in unemployment in the US were a 0.2 percentage point rise in Alaska and Maine. [Source: bluecollarjobs.us] 2017-08-14: The unemployment rate has been declining in five of the six New England states, and the unemployment rate in the region remained below the national average. [Source: www.bostonfed.org]; Higher levels of educational attainment have lower unemployment rates, with those holding a Bachelor's degree or higher having an unemployment rate of 2.2% compared to 4.6% for those with some college or an Associate's degree, and 5.4% for those with a high school diploma or equivalent. [Source: www.bls.gov]; The natural rate of unemployment, or u-star, is used by economists and policymakers to help assess the overall state of the labor market. [Source: www.frbsf.org]; Approximately 6.7 million people ages 16 to 24 in the United States are neither enrolled in school nor employed. [Source: www.urban.org] 2017-08-07: The U.S. unemployment rate is 4.4% [Source: www.frbsf.org]; The National Unemployment Rate is available on the U.S. Bureau of Labor Statistics website [Source: www.bls.gov]; To be eligible for unemployment benefits in Florida, one must be a U.S. citizen or have a permit to work in the United States, have worked for an employer covered by the state's unemployment insurance law, and be able and available to work [Source: www.wenzelfenton.com] 2017-07-31: The current unemployment rate in the United States is 5.1% as of 2005, and it peaked at 10.8% in November and December of 1982. [Source: globalpolicysolutions.org, econofact.org];\"]"}
-{"batch_x": [4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568], "batch_y": [3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684], "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]], "batch_text": "['Available facts are as follows: 2017-09-25: The U.S. unemployment rate has fallen steadily since 2010, indicating broad-based improvement in the labor market. [Source: www.federalreserve.gov]; The unemployment rate among Black respondents was four times higher than the unemployment rate in the U.S. population overall (5%). [Source: transequality.org] 2017-09-18: Approximately 8.7 million jobs were lost over the course of the recession. [Source: www.bls.gov]; The unemployment rate in Fresno County, CA was reported on September 18, 2017. [Source: fred.stlouisfed.org]; The overall national unemployment rate for wage and salary workers in nonfarm establishments in the United States was reported on September 21, 2017. [Source: www.bls.gov]; The Hispanic unemployment rate is very similar in all parts of the United States. [Source: www.ncbi.nlm.nih.gov] 2017-09-11: The unemployment rate in the New York Area by County in July 2017 was 3.7 percent, with 17 of the 25 counties having lower rates than the national average. [Source: www.bls.gov]; The OK Nonmetro Unemployment Rate has been decreasing, with a lower rate than the U.S. metro and nonmetro unemployment rates. [Source: www.kansascityfed.org]; The United States/North Carolina Unemployment Rates showed a decrease in unemployment rates from September 2016 to September 2017. [Source: www.commerce.nc.gov] 2017-09-04: The state unemployment rate, labor force, and jobs estimates for Massachusetts are published monthly. [Source: www.mass.gov]; The U.S. Bureau of Labor Statistics publishes annual averages of employment and wages. [Source: www.bls.gov]; The Illinois Department of Employment Security publishes reports to determine liability under the Unemployment Insurance Act. [Source: ides.illinois.gov]; The IPUMS USA provides data on employment status, including a dichotomous variable that identifies whether a person participated in the labor force or not. [Source: usa.ipums.org]; The State of Illinois has an account in the Unemployment Trust Fund. [Source: www.ilga.gov];'\n 'Available facts are as follows: 2017-09-25: The U.S. unemployment rate has fallen steadily since 2010, indicating broad-based improvement in the labor market. [Source: www.federalreserve.gov]; The unemployment rate among Black respondents was four times higher than the unemployment rate in the U.S. population overall (5%). [Source: transequality.org] 2017-09-18: Approximately 8.7 million jobs were lost over the course of the recession. [Source: www.bls.gov]; The unemployment rate in Fresno County, CA was reported on September 18, 2017. [Source: fred.stlouisfed.org]; The overall national unemployment rate for wage and salary workers in nonfarm establishments in the United States was reported on September 21, 2017. [Source: www.bls.gov]; The Hispanic unemployment rate is very similar in all parts of the United States. [Source: www.ncbi.nlm.nih.gov] 2017-09-11: The unemployment rate in the New York Area by County in July 2017 was 3.7 percent, with 17 of the 25 counties having lower rates than the national average. [Source: www.bls.gov]; The OK Nonmetro Unemployment Rate has been decreasing, with a lower rate than the U.S. metro and nonmetro unemployment rates. [Source: www.kansascityfed.org]; The United States/North Carolina Unemployment Rates showed a decrease in unemployment rates from September 2016 to September 2017. [Source: www.commerce.nc.gov] 2017-09-04: The state unemployment rate, labor force, and jobs estimates for Massachusetts are published monthly. [Source: www.mass.gov]; The U.S. Bureau of Labor Statistics publishes annual averages of employment and wages. [Source: www.bls.gov]; The Illinois Department of Employment Security publishes reports to determine liability under the Unemployment Insurance Act. [Source: ides.illinois.gov]; The IPUMS USA provides data on employment status, including a dichotomous variable that identifies whether a person participated in the labor force or not. [Source: usa.ipums.org]; The State of Illinois has an account in the Unemployment Trust Fund. [Source: www.ilga.gov];']"}
-{"batch_x": [4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316], "batch_y": [3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137], "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]], "batch_text": "['Available facts are as follows: 2017-10-23: The U.S. economy is not expected to reach a 3.0 percent or higher growth rate achieved over most of the 1970s through early 2000s. [Source: www.bls.gov]; The food insecurity rate in the United States was 13.5% in 2022. [Source: map.feedingamerica.org] 2017-10-16: The overall unemployment rate for the United States was 4.9 percent in 2016, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate for the United States dropped to 4.2 percent in 2017. [Source: www.tn.gov] 2017-10-09: The unemployment rate in the United States has been dropping, with a rate of 5% in 2015 [Source: transequality.org]. The number of unemployed in Canada remains unchanged despite a drop in the unemployment rate [Source: www.ilo.org]. 2017-10-02: The unemployment rate in the United States dipped to 4.2% in September 2017, despite losing 33,000 jobs. [Source: www.nytimes.com]; The seasonally-adjusted unemployment rate in Puerto Rico was 10.3% in August 2017. [Source: www.kff.org]; The unemployment rates of civilians aged 16 and older varied by race, Hispanic or Latino ethnicity, native- or foreign-born status, and U.S. citizenship in 2016. [Source: www.bls.gov];'\n 'Available facts are as follows: 2017-10-23: The U.S. economy is not expected to reach a 3.0 percent or higher growth rate achieved over most of the 1970s through early 2000s. [Source: www.bls.gov]; The food insecurity rate in the United States was 13.5% in 2022. [Source: map.feedingamerica.org] 2017-10-16: The overall unemployment rate for the United States was 4.9 percent in 2016, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate for the United States dropped to 4.2 percent in 2017. [Source: www.tn.gov] 2017-10-09: The unemployment rate in the United States has been dropping, with a rate of 5% in 2015 [Source: transequality.org]. The number of unemployed in Canada remains unchanged despite a drop in the unemployment rate [Source: www.ilo.org]. 2017-10-02: The unemployment rate in the United States dipped to 4.2% in September 2017, despite losing 33,000 jobs. [Source: www.nytimes.com]; The seasonally-adjusted unemployment rate in Puerto Rico was 10.3% in August 2017. [Source: www.kff.org]; The unemployment rates of civilians aged 16 and older varied by race, Hispanic or Latino ethnicity, native- or foreign-born status, and U.S. citizenship in 2016. [Source: www.bls.gov];']"}
-{"batch_x": [4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316], "batch_y": [3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568], "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]], "batch_text": "[\"Available facts are as follows: 2017-11-20: Alaska's unemployment rate is 2.8%, higher than the US average of 1.9%. [Source: live.laborstats.alaska.gov]; The unemployment rate for areas affected by disasters is 6.0%, 1.1 percentage points higher than the US rate. [Source: www.bls.gov]; Oregon's UI Trust Fund is used to pay unemployment insurance benefits. [Source: www.oregon.gov] 2017-11-13: The unemployment rate in the United States held at 4.1 percent in November 2017. [Source: U.S. Bureau of Labor Statistics] 2017-11-06: The unemployment rate in the United States is based on a monthly survey of roughly 60,000 households. [Source: www.hoosierdata.in.gov]; The official unemployment rate is complemented by alternative measures developed by the U.S. Bureau of Labor Statistics (BLS) for the U.S. and its states. [Source: ides.illinois.gov]; The unemployment rate varies by state, with veterans ages 18 and over having an annual average unemployment rate of 2016. [Source: www.bls.gov]; The incidence rate of depression is related to the value of the unemployment rate. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate in New Hampshire and the United States was reported in September 2017. [Source: www.nhes.nh.gov] 2017-10-30: The unemployment rate in the US is a key indicator of economic conditions, with a current rate of 0.6% for life scientists and a projected growth of 853,600 S&E jobs between 2016 and 2026. [Source: sgp.fas.org]; The Bureau of Labor Statistics (BLS) provides data on state and local unemployment rates, as well as national estimates. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2017-11-20: Alaska's unemployment rate is 2.8%, higher than the US average of 1.9%. [Source: live.laborstats.alaska.gov]; The unemployment rate for areas affected by disasters is 6.0%, 1.1 percentage points higher than the US rate. [Source: www.bls.gov]; Oregon's UI Trust Fund is used to pay unemployment insurance benefits. [Source: www.oregon.gov] 2017-11-13: The unemployment rate in the United States held at 4.1 percent in November 2017. [Source: U.S. Bureau of Labor Statistics] 2017-11-06: The unemployment rate in the United States is based on a monthly survey of roughly 60,000 households. [Source: www.hoosierdata.in.gov]; The official unemployment rate is complemented by alternative measures developed by the U.S. Bureau of Labor Statistics (BLS) for the U.S. and its states. [Source: ides.illinois.gov]; The unemployment rate varies by state, with veterans ages 18 and over having an annual average unemployment rate of 2016. [Source: www.bls.gov]; The incidence rate of depression is related to the value of the unemployment rate. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate in New Hampshire and the United States was reported in September 2017. [Source: www.nhes.nh.gov] 2017-10-30: The unemployment rate in the US is a key indicator of economic conditions, with a current rate of 0.6% for life scientists and a projected growth of 853,600 S&E jobs between 2016 and 2026. [Source: sgp.fas.org]; The Bureau of Labor Statistics (BLS) provides data on state and local unemployment rates, as well as national estimates. [Source: www.bls.gov];\"]"}
-{"batch_x": [4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316], "batch_y": [4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316], "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]], "batch_text": "['Available facts are as follows: 2017-12-25: The national unemployment rate in the United States has been tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. Bureau of Labor Statistics also provides data on state and local unemployment rates. [Source: www.bls.gov]; According to the CIA World Factbook, Qatar has a youth unemployment rate. [Source: www.cia.gov]; The U.S. Bureau of Labor Statistics provides data on unemployment rates, including teen unemployment rates. [Source: massbudget.org] 2017-12-18: The national unemployment rate in the United States is not explicitly stated, but various sources indicate that unemployment rates for women exceed 20% in some states, and the underemployment rate adds to our understanding of the strength of the labor market. [Source: webapps.ilo.org, copolicy.org]; The unemployment rate in Puerto Rico is 14%, compared to 5% in the US, and 44% of the population has incomes below poverty. [Source: www.kff.org]; Fatal work injuries and occupational injuries by event or exposure are reported by the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-12-11: The U-3 unemployment rate was 4.1 percent in December 2017, with 6.6 million unemployed people among the 160.6 million people in the U.S. labor force. [Source: www.bls.gov]; The unemployment rate in Puerto Rico was 10.1 percent, twice as high as the U.S. and more than any other state. [Source: www.aclu.org]; The youth unemployment rate in Illinois was higher than the overall unemployment rate. [Source: ides.illinois.gov]; The poverty rate in Hawaii varied across counties, with Honolulu at 8.4%, Maui at 9.7%, and Kauai at 9.5%. [Source: mchb.tvisdata.hrsa.gov] 2017-12-04: The U.S. Bureau of Labor Statistics provides Local Area Unemployment Statistics, which includes the unemployment rate. [Source: www.bls.gov]; The national unemployment rate has decreased, but the reasons behind it can be misleading. [Source: www.americanprogress.org]; Only three states—Alaska, New Jersey, and Pennsylvania—assess unemployment taxes on employees. [Source: unemployment-services.com]; The Great Recession in the United States started in December 2007 and was characterized by a period of at least two consecutive quarters of economic decline and high unemployment. [Source: www.history.com]; State Unemployment Tax Act (SUTA) requires employers to pay for all benefits and administrative costs of the unemployment insurance program. [Source: www.ncdor.gov];'\n 'Available facts are as follows: 2017-12-25: The national unemployment rate in the United States has been tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. Bureau of Labor Statistics also provides data on state and local unemployment rates. [Source: www.bls.gov]; According to the CIA World Factbook, Qatar has a youth unemployment rate. [Source: www.cia.gov]; The U.S. Bureau of Labor Statistics provides data on unemployment rates, including teen unemployment rates. [Source: massbudget.org] 2017-12-18: The national unemployment rate in the United States is not explicitly stated, but various sources indicate that unemployment rates for women exceed 20% in some states, and the underemployment rate adds to our understanding of the strength of the labor market. [Source: webapps.ilo.org, copolicy.org]; The unemployment rate in Puerto Rico is 14%, compared to 5% in the US, and 44% of the population has incomes below poverty. [Source: www.kff.org]; Fatal work injuries and occupational injuries by event or exposure are reported by the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-12-11: The U-3 unemployment rate was 4.1 percent in December 2017, with 6.6 million unemployed people among the 160.6 million people in the U.S. labor force. [Source: www.bls.gov]; The unemployment rate in Puerto Rico was 10.1 percent, twice as high as the U.S. and more than any other state. [Source: www.aclu.org]; The youth unemployment rate in Illinois was higher than the overall unemployment rate. [Source: ides.illinois.gov]; The poverty rate in Hawaii varied across counties, with Honolulu at 8.4%, Maui at 9.7%, and Kauai at 9.5%. [Source: mchb.tvisdata.hrsa.gov] 2017-12-04: The U.S. Bureau of Labor Statistics provides Local Area Unemployment Statistics, which includes the unemployment rate. [Source: www.bls.gov]; The national unemployment rate has decreased, but the reasons behind it can be misleading. [Source: www.americanprogress.org]; Only three states—Alaska, New Jersey, and Pennsylvania—assess unemployment taxes on employees. [Source: unemployment-services.com]; The Great Recession in the United States started in December 2007 and was characterized by a period of at least two consecutive quarters of economic decline and high unemployment. [Source: www.history.com]; State Unemployment Tax Act (SUTA) requires employers to pay for all benefits and administrative costs of the unemployment insurance program. [Source: www.ncdor.gov];']"}
-{"batch_x": [4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5], "batch_y": [4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684], "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]], "batch_text": "[\"Available facts are as follows: 2018-01-22: The unemployment rate in the US has historically hovered around 4% during periods of long-term economic growth. [Source: www.bls.gov]; In 2018, the unemployment rate for the entire US labor force was 5.8%. [Source: www.nsf.gov]; African American unemployment and Hispanic American unemployment rates have reached the lowest rates ever recorded in the US. [Source: trumpwhitehouse.archives.gov]; In 2018, more than one in three workers was living in conditions of extreme poverty, while almost three out of four workers were in vulnerable employment in Northern America. [Source: www.ilo.org] 2018-01-15: The unemployment rate in the United States is 4.1% as of January 2018, with a gap between white and black workers (4.1% vs 7.5%). [Source: www.jec.senate.gov]; The unemployment rate has decreased from 7.4% in 2013 to 4.1% in 2018. [Source: group.atradius.com]; The average unemployment rates among those with a bachelor's degree or higher is lower than those with some college or an associate's degree. [Source: ides.illinois.gov] 2018-01-08: The US unemployment rate is currently at 4.1% as of January 2018 [Source: www.npr.org]; The Local Area Unemployment Statistics (LAUS) program produces monthly and annual estimates of civilian labor force, employed people, unemployed people, and unemployment rates [Source: www.bls.gov]; The Current Population Survey has been tracking unemployment in the United States for over 75 years [Source: www.bls.gov] 2018-01-01: The unemployment rate in the US remained unchanged at 4.1 percent in December 2017, with 148,000 jobs added to the economy. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2018-01-22: The unemployment rate in the US has historically hovered around 4% during periods of long-term economic growth. [Source: www.bls.gov]; In 2018, the unemployment rate for the entire US labor force was 5.8%. [Source: www.nsf.gov]; African American unemployment and Hispanic American unemployment rates have reached the lowest rates ever recorded in the US. [Source: trumpwhitehouse.archives.gov]; In 2018, more than one in three workers was living in conditions of extreme poverty, while almost three out of four workers were in vulnerable employment in Northern America. [Source: www.ilo.org] 2018-01-15: The unemployment rate in the United States is 4.1% as of January 2018, with a gap between white and black workers (4.1% vs 7.5%). [Source: www.jec.senate.gov]; The unemployment rate has decreased from 7.4% in 2013 to 4.1% in 2018. [Source: group.atradius.com]; The average unemployment rates among those with a bachelor's degree or higher is lower than those with some college or an associate's degree. [Source: ides.illinois.gov] 2018-01-08: The US unemployment rate is currently at 4.1% as of January 2018 [Source: www.npr.org]; The Local Area Unemployment Statistics (LAUS) program produces monthly and annual estimates of civilian labor force, employed people, unemployed people, and unemployment rates [Source: www.bls.gov]; The Current Population Survey has been tracking unemployment in the United States for over 75 years [Source: www.bls.gov] 2018-01-01: The unemployment rate in the US remained unchanged at 4.1 percent in December 2017, with 148,000 jobs added to the economy. [Source: www.bls.gov];\"]"}
-{"batch_x": [4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432], "batch_y": [4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5], "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]], "batch_text": "[\"Available facts are as follows: 2018-02-19: The African American unemployment rate is at or below its pre-recession level in 17 states. [Source: www.epi.org]; The national unemployment rate is available on the U.S. Bureau of Labor Statistics website. [Source: www.bls.gov]; The Fed continued to gradually raise interest rates in 2018. [Source: www.federalreserve.gov]; The Black unemployment rate was 7.7% in 2018, double the White unemployment rate. [Source: prosperitynow.org] 2018-02-12: The unemployment rate in the Philadelphia area varies by county, with Camden County, PA, having the second highest jobless rate at 4.5 percent. [Source: www.bls.gov]; The United States may have reached full employment, with unemployment below the Congressional Budget Office's natural rate estimate of 4.7%. [Source: crsreports.congress.gov]; The national unemployment rate is 3.9 percent. [Source: www.bls.gov] 2018-02-05: The unemployment rate in the United States returned to pre-crisis levels in 2016, about nine years after the onset of the Global Financial Crisis. [Source: www.rba.gov.au]; In 2016, households that did not have any working members in the last five years lived in counties with an average unemployment rate of 5.9 percent. [Source: www.cbpp.org]; The average unemployment rates in the United States from 2009 to 2019 were around 5-6% in one model and 6-7% in another model. [Source: www.levyinstitute.org] 2018-01-29: The unemployment rate in New York City was lower than the national and state rates between 2009 and 2017. [Source: www.osc.ny.gov]; The unemployment rate in Missouri was 3.7% in February, and total payroll employment increased. [Source: www.kansascityfed.org]; Unemployment rates have dropped to exceptionally low levels in countries such as Germany, Japan, Mexico, and the United States. [Source: www.un.org]; The unemployment rate in the United States was unchanged at 4.1% in January, with a total nonfarm payroll employment increase of 200,000. [Source: www.bls.gov]; The euro area unemployment rate was 8.7% in December 2017, with the lowest rates recorded in the Czech Republic and Germany. [Source: ec.europa.eu]; The Black unemployment rate in the US peaked at 16.0% in 2010 and declined to 8.4% in 2016. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2018-02-19: The African American unemployment rate is at or below its pre-recession level in 17 states. [Source: www.epi.org]; The national unemployment rate is available on the U.S. Bureau of Labor Statistics website. [Source: www.bls.gov]; The Fed continued to gradually raise interest rates in 2018. [Source: www.federalreserve.gov]; The Black unemployment rate was 7.7% in 2018, double the White unemployment rate. [Source: prosperitynow.org] 2018-02-12: The unemployment rate in the Philadelphia area varies by county, with Camden County, PA, having the second highest jobless rate at 4.5 percent. [Source: www.bls.gov]; The United States may have reached full employment, with unemployment below the Congressional Budget Office's natural rate estimate of 4.7%. [Source: crsreports.congress.gov]; The national unemployment rate is 3.9 percent. [Source: www.bls.gov] 2018-02-05: The unemployment rate in the United States returned to pre-crisis levels in 2016, about nine years after the onset of the Global Financial Crisis. [Source: www.rba.gov.au]; In 2016, households that did not have any working members in the last five years lived in counties with an average unemployment rate of 5.9 percent. [Source: www.cbpp.org]; The average unemployment rates in the United States from 2009 to 2019 were around 5-6% in one model and 6-7% in another model. [Source: www.levyinstitute.org] 2018-01-29: The unemployment rate in New York City was lower than the national and state rates between 2009 and 2017. [Source: www.osc.ny.gov]; The unemployment rate in Missouri was 3.7% in February, and total payroll employment increased. [Source: www.kansascityfed.org]; Unemployment rates have dropped to exceptionally low levels in countries such as Germany, Japan, Mexico, and the United States. [Source: www.un.org]; The unemployment rate in the United States was unchanged at 4.1% in January, with a total nonfarm payroll employment increase of 200,000. [Source: www.bls.gov]; The euro area unemployment rate was 8.7% in December 2017, with the lowest rates recorded in the Czech Republic and Germany. [Source: ec.europa.eu]; The Black unemployment rate in the US peaked at 16.0% in 2010 and declined to 8.4% in 2016. [Source: www.bls.gov];\"]"}
-{"batch_x": [4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568], "batch_y": [3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5], "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]], "batch_text": "['Available facts are as follows: 2018-03-26: The current unemployment rate in the United States is 4.1% as of the end of 2017. [Source: www.epi.org] 2018-03-19: The number of hires in the US increased to 65.3 million in 2017 from 63.2 million in 2016. [Source: www.bls.gov]; The unemployment rate in the US has decreased, with a rate of 12.9% in the South in 2016. [Source: measureofamerica.org]; US consumer confidence has risen to 62.8 in March 2018, coinciding with low unemployment rates. [Source: www.ipsos.com] 2018-03-12: The unemployment rate in the US has been declining, with the rate falling to its lowest level since 2000 in 2017, at 4.9%. [Source: ides.illinois.gov]; The labor force participation rate in the US is usually around 66-68%, although it has declined over the last decade. [Source: courses.lumenlearning.com]; The U-6 unemployment rate, which includes part-time workers who want full-time work, was 8.5 percent in March 2018. [Source: esdorchardstorage.blob.core.windows.net] 2018-03-05: The unemployment rate in the United States is relatively low, with a rate of approximately 3.00% in the manufacturing industry as of March 2024. [Source: tradingeconomics.com]; The national unemployment rate is back to pre-recession levels, but other labor market health indicators have yet to recover fully. [Source: americanprogress.org];'\n 'Available facts are as follows: 2018-03-26: The current unemployment rate in the United States is 4.1% as of the end of 2017. [Source: www.epi.org] 2018-03-19: The number of hires in the US increased to 65.3 million in 2017 from 63.2 million in 2016. [Source: www.bls.gov]; The unemployment rate in the US has decreased, with a rate of 12.9% in the South in 2016. [Source: measureofamerica.org]; US consumer confidence has risen to 62.8 in March 2018, coinciding with low unemployment rates. [Source: www.ipsos.com] 2018-03-12: The unemployment rate in the US has been declining, with the rate falling to its lowest level since 2000 in 2017, at 4.9%. [Source: ides.illinois.gov]; The labor force participation rate in the US is usually around 66-68%, although it has declined over the last decade. [Source: courses.lumenlearning.com]; The U-6 unemployment rate, which includes part-time workers who want full-time work, was 8.5 percent in March 2018. [Source: esdorchardstorage.blob.core.windows.net] 2018-03-05: The unemployment rate in the United States is relatively low, with a rate of approximately 3.00% in the manufacturing industry as of March 2024. [Source: tradingeconomics.com]; The national unemployment rate is back to pre-recession levels, but other labor market health indicators have yet to recover fully. [Source: americanprogress.org];']"}
-{"batch_x": [4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716], "batch_y": [3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716], "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]], "batch_text": "['Available facts are as follows: 2018-04-23: The unemployment rate in the United States was 4.1 percent at the close of 2017, down by 0.6 percentage point over the year. [Source: www.bls.gov] 2018-04-16: The unemployment rate varies by sex, race, and Hispanic ethnicity, with African Americans experiencing the highest unemployment rate during the Great Depression. [Source: www.history.com] 2018-04-09: In 2017, the median weekly earnings for individuals with a doctoral degree were higher than those with a professional degree, and the unemployment rate for college graduates was 2.1%, compared to 4.3% for high school graduates. [Source: www.bls.gov] 2018-04-02: The unemployment rate in the United States had fallen to 4.1 percent by December 2017. [Source: www.bls.gov]; The total nonfarm payroll employment edged up by 103,000 in March 2018, and the unemployment rate was unchanged at 4.1 percent. [Source: www.bls.gov]; The Federal Open Market Committee (FOMC) sees the risks to the economic outlook as roughly balanced. [Source: www.federalreserve.gov];'\n 'Available facts are as follows: 2018-04-23: The unemployment rate in the United States was 4.1 percent at the close of 2017, down by 0.6 percentage point over the year. [Source: www.bls.gov] 2018-04-16: The unemployment rate varies by sex, race, and Hispanic ethnicity, with African Americans experiencing the highest unemployment rate during the Great Depression. [Source: www.history.com] 2018-04-09: In 2017, the median weekly earnings for individuals with a doctoral degree were higher than those with a professional degree, and the unemployment rate for college graduates was 2.1%, compared to 4.3% for high school graduates. [Source: www.bls.gov] 2018-04-02: The unemployment rate in the United States had fallen to 4.1 percent by December 2017. [Source: www.bls.gov]; The total nonfarm payroll employment edged up by 103,000 in March 2018, and the unemployment rate was unchanged at 4.1 percent. [Source: www.bls.gov]; The Federal Open Market Committee (FOMC) sees the risks to the economic outlook as roughly balanced. [Source: www.federalreserve.gov];']"}
-{"batch_x": [3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684], "batch_y": [4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432], "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]], "batch_text": "[\"Available facts are as follows: 2018-05-21: The unemployment rate in California hit a record low of 4.2 percent in April. [Source: calmatters.org]; The national unemployment rate is reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate is 4.2 percent as of April. [Source: calmatters.org] 2018-05-14: The African American unemployment rate is at historic lows in 14 states and DC in the first quarter of 2018. [Source: www.epi.org]; The white unemployment rate was lowest in the District of Columbia (1.5 percent) and highest in West Virginia (5.2 percent) in the first quarter of 2018. [Source: www.epi.org]; The US unemployment rate was 3.9 percent in May 2018, with one job opening in the US for every unemployed person looking for a job. [Source: www.rpc.senate.gov]; Tennessee's unemployment rate continued to be at an unprecedented low in April 2018, with a downward movement in the national unemployment rate for the first time in six months. [Source: www.tn.gov] 2018-05-07: The national unemployment rate in 2017 was 4.4 percent. [Source: www.bls.gov]; Hawaii and North Dakota had the lowest unemployment rates in 2017, at 2.4 percent and 2.6 percent, respectively. [Source: www.bls.gov]; The unemployment rate among homeless youth is a concern, as unemployed homeless youth often experience a range of negative outcomes. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate has fallen from a post-recession high of 9.6 percent in 2010 to 4.4 percent in 2017. [Source: www.prb.org] 2018-04-30: The unemployment rate in the United States has hit 3.9%, a rare low, with 164,000 jobs gained in April 2018. [Source: www.nytimes.com, www.nbcnews.com]; The euro area unemployment rate was 8.5% in March 2018, with the lowest rates recorded in the Czech Republic (2.2%), Malta (3.3%), and Germany (3.4%). [Source: ec.europa.eu];\"\n \"Available facts are as follows: 2018-05-21: The unemployment rate in California hit a record low of 4.2 percent in April. [Source: calmatters.org]; The national unemployment rate is reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate is 4.2 percent as of April. [Source: calmatters.org] 2018-05-14: The African American unemployment rate is at historic lows in 14 states and DC in the first quarter of 2018. [Source: www.epi.org]; The white unemployment rate was lowest in the District of Columbia (1.5 percent) and highest in West Virginia (5.2 percent) in the first quarter of 2018. [Source: www.epi.org]; The US unemployment rate was 3.9 percent in May 2018, with one job opening in the US for every unemployed person looking for a job. [Source: www.rpc.senate.gov]; Tennessee's unemployment rate continued to be at an unprecedented low in April 2018, with a downward movement in the national unemployment rate for the first time in six months. [Source: www.tn.gov] 2018-05-07: The national unemployment rate in 2017 was 4.4 percent. [Source: www.bls.gov]; Hawaii and North Dakota had the lowest unemployment rates in 2017, at 2.4 percent and 2.6 percent, respectively. [Source: www.bls.gov]; The unemployment rate among homeless youth is a concern, as unemployed homeless youth often experience a range of negative outcomes. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate has fallen from a post-recession high of 9.6 percent in 2010 to 4.4 percent in 2017. [Source: www.prb.org] 2018-04-30: The unemployment rate in the United States has hit 3.9%, a rare low, with 164,000 jobs gained in April 2018. [Source: www.nytimes.com, www.nbcnews.com]; The euro area unemployment rate was 8.5% in March 2018, with the lowest rates recorded in the Czech Republic (2.2%), Malta (3.3%), and Germany (3.4%). [Source: ec.europa.eu];\"]"}
-{"batch_x": [3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137], "batch_y": [4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568], "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]], "batch_text": "['Available facts are as follows: 2018-06-25: As of 2016, unemployment rates in the United States and Colorado were nearing pre-recession levels for all educational levels. [Source: www.kansascityfed.org] 2018-06-18: The global unemployment rate in 2018 was high, with only 22% of the unemployed receiving unemployment benefits in 2016. [Source: unstats.un.org]; In the United States, the unemployment rate had decreased to levels not seen in years, with a satisfaction rate of 12-year high in June 2018. [Source: news.gallup.com]; The long-term unemployment rate in the United States spiked sharply during the financial crisis, with over 40% of the unemployed classified as long-term unemployed. [Source: www.rba.gov.au]; In the United States, the unemployment rate for men and women varied across different age groups, with men having a higher unemployment rate than women in most age groups. [Source: stats.oecd.org] 2018-06-11: The unemployment rate in the United States rose to 4.0 percent in June 2018, with 6.6 million people unemployed. [Source: www.bls.gov] 2018-06-04: The unemployment rate in the United States has continued to drop, with the lowest unemployment rate in nearly 50 years. [Source];'\n 'Available facts are as follows: 2018-06-25: As of 2016, unemployment rates in the United States and Colorado were nearing pre-recession levels for all educational levels. [Source: www.kansascityfed.org] 2018-06-18: The global unemployment rate in 2018 was high, with only 22% of the unemployed receiving unemployment benefits in 2016. [Source: unstats.un.org]; In the United States, the unemployment rate had decreased to levels not seen in years, with a satisfaction rate of 12-year high in June 2018. [Source: news.gallup.com]; The long-term unemployment rate in the United States spiked sharply during the financial crisis, with over 40% of the unemployed classified as long-term unemployed. [Source: www.rba.gov.au]; In the United States, the unemployment rate for men and women varied across different age groups, with men having a higher unemployment rate than women in most age groups. [Source: stats.oecd.org] 2018-06-11: The unemployment rate in the United States rose to 4.0 percent in June 2018, with 6.6 million people unemployed. [Source: www.bls.gov] 2018-06-04: The unemployment rate in the United States has continued to drop, with the lowest unemployment rate in nearly 50 years. [Source];']"}
-{"batch_x": [3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568], "batch_y": [3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316], "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, 0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2018-07-23: The Unemployment Insurance (UI) program is a partnership between the federal and state governments, with the U.S. Department of Labor overseeing the program. [Source: www.twc.texas.gov]; State and local unemployment rates are up compared to December 2017 and prior-year rates, signaling further tightening of the labor market. [Source: bbmr.baltimorecity.gov]; The decline in the Optional Practical Training (OPT) program in 2017 coincided with low unemployment rates for U.S. workers with a bachelor's degree or higher. [Source: www.pewresearch.org] 2018-07-16: In 2017, the unemployment rate fell to 4.1%. [Source: trumpwhitehouse.archives.gov] 2018-07-09: The unemployment rate for formerly incarcerated people is over 27%, higher than the total U.S. unemployment rate during any historical period. [Source: www.prisonpolicy.org]; The unemployment rate for blacks spiked to a high of 16.8% during the Great Recession of 2007-09. [Source: www.pewresearch.org]; The national labor force participation rate and unemployment rate are measures provided by the BLS. [Source: www.bls.gov]; Among workers experiencing multiple labor market problems, those who experienced unemployment and low earnings had the highest rate below poverty level, at 35.7%. [Source: www.bls.gov]; The unemployment rate has been declining, but worker compensation has not increased accordingly. [Source: www.imf.org] 2018-07-02: The Hispanic-white wage gap has remained wide and relatively unchanged since 1988. [Source: www.epi.org]; The veteran unemployment rate was 3.3% in June 2018. [Source: www.dol.gov]; The youth unemployment rate in the Bronx was 21.5% in 2016. [Source: www.osc.ny.gov]; The unemployment rate in the United States was below 4% in July 2018. [Source: www.imf.org]; The black unemployment rate in the United States has been steadily decreasing, but still remains high. [Source: www.theguardian.com];\"\n \"Available facts are as follows: 2018-07-23: The Unemployment Insurance (UI) program is a partnership between the federal and state governments, with the U.S. Department of Labor overseeing the program. [Source: www.twc.texas.gov]; State and local unemployment rates are up compared to December 2017 and prior-year rates, signaling further tightening of the labor market. [Source: bbmr.baltimorecity.gov]; The decline in the Optional Practical Training (OPT) program in 2017 coincided with low unemployment rates for U.S. workers with a bachelor's degree or higher. [Source: www.pewresearch.org] 2018-07-16: In 2017, the unemployment rate fell to 4.1%. [Source: trumpwhitehouse.archives.gov] 2018-07-09: The unemployment rate for formerly incarcerated people is over 27%, higher than the total U.S. unemployment rate during any historical period. [Source: www.prisonpolicy.org]; The unemployment rate for blacks spiked to a high of 16.8% during the Great Recession of 2007-09. [Source: www.pewresearch.org]; The national labor force participation rate and unemployment rate are measures provided by the BLS. [Source: www.bls.gov]; Among workers experiencing multiple labor market problems, those who experienced unemployment and low earnings had the highest rate below poverty level, at 35.7%. [Source: www.bls.gov]; The unemployment rate has been declining, but worker compensation has not increased accordingly. [Source: www.imf.org] 2018-07-02: The Hispanic-white wage gap has remained wide and relatively unchanged since 1988. [Source: www.epi.org]; The veteran unemployment rate was 3.3% in June 2018. [Source: www.dol.gov]; The youth unemployment rate in the Bronx was 21.5% in 2016. [Source: www.osc.ny.gov]; The unemployment rate in the United States was below 4% in July 2018. [Source: www.imf.org]; The black unemployment rate in the United States has been steadily decreasing, but still remains high. [Source: www.theguardian.com];\"]"}
-{"batch_x": [4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316], "batch_y": [3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284], "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]], "batch_text": "['Available facts are as follows: 2018-08-20: The unemployment rate in the United States has declined steadily for almost nine years and is currently at historically low levels, around 3.9% as of July 2018. [Source: www.federalreserve.gov, www.chmura.com] 2018-08-13: The unemployment rate for college graduates is 2.1%, while it is 3.9% for the general population. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate for adults with intellectual disabilities is higher than the general population. [Source: www.specialolympics.org]; Unemployment rates vary by county in the Washington area, with some counties having higher rates than others. [Source: www.bls.gov] 2018-08-06: The U.S. unemployment rate is currently 3.9% as of July 2018. [Source: www.pewresearch.org] 2018-07-30: The national unemployment rate in the United States edged down 0.1 percentage point in August 2018. [Source: trumpwhitehouse.archives.gov]; The lowest unemployment rates in June 2018 were recorded in the Czech Republic (2.4%) and Germany (3.4%). [Source: ec.europa.eu]; In 2017, the unemployment rate in Virginia was 3.7%. [Source: www.bls.gov]; The size of the US unemployment insurance payment was designed to replace 100% of the mean U.S. wage when combined with mean state UI benefits. [Source: voices.uchicago.edu]; Job openings outnumbered the unemployed with 6.7 million job openings in August 2018. [Source: mchenry.house.gov];'\n 'Available facts are as follows: 2018-08-20: The unemployment rate in the United States has declined steadily for almost nine years and is currently at historically low levels, around 3.9% as of July 2018. [Source: www.federalreserve.gov, www.chmura.com] 2018-08-13: The unemployment rate for college graduates is 2.1%, while it is 3.9% for the general population. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate for adults with intellectual disabilities is higher than the general population. [Source: www.specialolympics.org]; Unemployment rates vary by county in the Washington area, with some counties having higher rates than others. [Source: www.bls.gov] 2018-08-06: The U.S. unemployment rate is currently 3.9% as of July 2018. [Source: www.pewresearch.org] 2018-07-30: The national unemployment rate in the United States edged down 0.1 percentage point in August 2018. [Source: trumpwhitehouse.archives.gov]; The lowest unemployment rates in June 2018 were recorded in the Czech Republic (2.4%) and Germany (3.4%). [Source: ec.europa.eu]; In 2017, the unemployment rate in Virginia was 3.7%. [Source: www.bls.gov]; The size of the US unemployment insurance payment was designed to replace 100% of the mean U.S. wage when combined with mean state UI benefits. [Source: voices.uchicago.edu]; Job openings outnumbered the unemployed with 6.7 million job openings in August 2018. [Source: mchenry.house.gov];']"}
-{"batch_x": [4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684], "batch_y": [3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316], "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]], "batch_text": "['Available facts are as follows: 2018-09-24: The U.S. Bureau of Labor Statistics (BLS) added four questions to the May 2017 Contingent Worker Supplement to measure electronically mediated work. [Source: www.bls.gov]; The unemployment rate in the United States is still near the bottom of a deep crater, according to the Economic Policy Institute. [Source: www.epi.org]; The average annual employment in the United States stood at 146.6 million in 2017. [Source: lmi.workforcewv.org] 2018-09-17: The unemployment rate in the United States stood at 3.9 percent in August 2018, which is the same as in July, and the lowest rate since 2000 was 3.8 percent in May. [Source: www.bls.gov] 2018-09-10: Objective facts about the Economics situation:Poverty and unemployment rates vary geographically across the United States. [Source: aspe.hhs.gov]The U.S. Bureau of Labor Statistics produces employment statistics for the United States based on a monthly survey. [Source: www.abc.org]Deaf and hearing people have unemployment rates of 3.8% and 3.4%, respectively. [Source: nationaldeafcenter.org]The Annual Social and Economic Supplement is used to calculate the monthly unemployment rate estimates. [Source: www.census.gov]Reemployment rates respond to changes in the total unemployment rate. [Source: oui.doleta.gov]Unemployment risk can be projected by conditioning on both financial conditions and the level of the unemployment rate. [Source: www.federalreserve.gov] 2018-09-03: The total nonfarm payroll employment increased by 201,000 in August 2018, and the unemployment rate was unchanged at 3.9 percent. [Source: www.bls.gov]; Mountain Brook has an unemployment rate of 85.1%. [Source: www.mtnbrook.org]; The US Census Bureau provided county-level data sets on urban-rural classification, income, unemployment, and educational attainment. [Source: www.ncbi.nlm.nih.gov]; There are 50 US counties with the highest unemployment rates, with Merced County, California, and Kern County, California, tied for 50th place. [Source: www.usatoday.com]; The monthly unemployment rate of women in the U.S. from July 2017 to July 2018 is available. [Source: www.statista.com]; Wake County has an unemployment rate of 3.7%. [Source: raleigh-wake.org];'\n 'Available facts are as follows: 2018-09-24: The U.S. Bureau of Labor Statistics (BLS) added four questions to the May 2017 Contingent Worker Supplement to measure electronically mediated work. [Source: www.bls.gov]; The unemployment rate in the United States is still near the bottom of a deep crater, according to the Economic Policy Institute. [Source: www.epi.org]; The average annual employment in the United States stood at 146.6 million in 2017. [Source: lmi.workforcewv.org] 2018-09-17: The unemployment rate in the United States stood at 3.9 percent in August 2018, which is the same as in July, and the lowest rate since 2000 was 3.8 percent in May. [Source: www.bls.gov] 2018-09-10: Objective facts about the Economics situation:Poverty and unemployment rates vary geographically across the United States. [Source: aspe.hhs.gov]The U.S. Bureau of Labor Statistics produces employment statistics for the United States based on a monthly survey. [Source: www.abc.org]Deaf and hearing people have unemployment rates of 3.8% and 3.4%, respectively. [Source: nationaldeafcenter.org]The Annual Social and Economic Supplement is used to calculate the monthly unemployment rate estimates. [Source: www.census.gov]Reemployment rates respond to changes in the total unemployment rate. [Source: oui.doleta.gov]Unemployment risk can be projected by conditioning on both financial conditions and the level of the unemployment rate. [Source: www.federalreserve.gov] 2018-09-03: The total nonfarm payroll employment increased by 201,000 in August 2018, and the unemployment rate was unchanged at 3.9 percent. [Source: www.bls.gov]; Mountain Brook has an unemployment rate of 85.1%. [Source: www.mtnbrook.org]; The US Census Bureau provided county-level data sets on urban-rural classification, income, unemployment, and educational attainment. [Source: www.ncbi.nlm.nih.gov]; There are 50 US counties with the highest unemployment rates, with Merced County, California, and Kern County, California, tied for 50th place. [Source: www.usatoday.com]; The monthly unemployment rate of women in the U.S. from July 2017 to July 2018 is available. [Source: www.statista.com]; Wake County has an unemployment rate of 3.7%. [Source: raleigh-wake.org];']"}
-{"batch_x": [4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5], "batch_y": [3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284], "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]], "batch_text": "['Available facts are as follows: 2018-10-22: The US unemployment rate is currently at approximately 3.7% [Source: www.dallasfed.org]; The Job Openings and Labor Turnover Survey (JOLTS) produces data series for job openings and labor turnover rates [Source: www.bls.gov]; The United States recently experienced record highs in total volunteer hours and charitable dollars given to community organizations [Source: dogood.umd.edu] 2018-10-15: The unemployment rate for people ages 45 to 54 is 2.7 percent, while for those aged 25 to 34 it is 8.3 percent. [Source: www.bls.gov]; Job openings reached a new high in 2017, with hires and quits also increasing. [Source: www.bls.gov]; The IMF has raised concerns about fiscal stability in the United States despite record low unemployment rates. [Source: www.pgpf.org] 2018-10-08: The unemployment rate in the United States has been declining, with rates below the national average in many states, allowing businesses to qualify for tax credits. [Source: www.apprenticeship.gov]; The Federal-State Unemployment Insurance Program provides unemployment benefits to eligible individuals who have worked in a state during a specific period. [Source: www.benefits.gov]; The labor force participation rate in the United States has been declining, with major causes including demographic changes and a decline in participation among prime-age workers. [Source: www.bls.gov] 2018-10-01: The unemployment rate in the United States dropped to 3.7% in September 2018, the lowest it has been since December 1969. [Source: trumpwhitehouse.archives.gov, www.npr.org, www.pbs.org, www.marketplace.org, www.washingtonpost.com, www.marketwatch.com];'\n 'Available facts are as follows: 2018-10-22: The US unemployment rate is currently at approximately 3.7% [Source: www.dallasfed.org]; The Job Openings and Labor Turnover Survey (JOLTS) produces data series for job openings and labor turnover rates [Source: www.bls.gov]; The United States recently experienced record highs in total volunteer hours and charitable dollars given to community organizations [Source: dogood.umd.edu] 2018-10-15: The unemployment rate for people ages 45 to 54 is 2.7 percent, while for those aged 25 to 34 it is 8.3 percent. [Source: www.bls.gov]; Job openings reached a new high in 2017, with hires and quits also increasing. [Source: www.bls.gov]; The IMF has raised concerns about fiscal stability in the United States despite record low unemployment rates. [Source: www.pgpf.org] 2018-10-08: The unemployment rate in the United States has been declining, with rates below the national average in many states, allowing businesses to qualify for tax credits. [Source: www.apprenticeship.gov]; The Federal-State Unemployment Insurance Program provides unemployment benefits to eligible individuals who have worked in a state during a specific period. [Source: www.benefits.gov]; The labor force participation rate in the United States has been declining, with major causes including demographic changes and a decline in participation among prime-age workers. [Source: www.bls.gov] 2018-10-01: The unemployment rate in the United States dropped to 3.7% in September 2018, the lowest it has been since December 1969. [Source: trumpwhitehouse.archives.gov, www.npr.org, www.pbs.org, www.marketplace.org, www.washingtonpost.com, www.marketwatch.com];']"}
-{"batch_x": [3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5], "batch_y": [3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0], "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]], "batch_text": "['Available facts are as follows: 2018-11-19: The national unemployment rate in the United States is 3.7% as of 2018. [Source: finance.yahoo.com]; The unemployment rate in Canada is at a 40-year low as of 2018. [Source: www.budget.canada.ca] 2018-11-12: The unemployment rate in the United States is a significant concern, with CARDIA participants experiencing 2-3 times higher unemployment rates than the national average. [Source: www.ncbi.nlm.nih.gov]; The U.S. Bureau of Labor Statistics collects information on alternative employment arrangements, which can affect unemployment rates. [Source: www.bls.gov]; The unemployment rate can be influenced by various factors, making it challenging to forecast. [Source: www.kansascityfed.org] 2018-11-05: The rural unemployment rate in the United States peaked at 10.3 percent in 2010 and has declined since then. [Source: www.ers.usda.gov]; The unemployment rate for rural veterans has also declined since peaking at 10.3 percent in 2010. [Source: www.ers.usda.gov]; The unemployment rates for African Americans and Asian Americans have hit all-time lows. [Source: ht.usembassy.gov]; The U.S. unemployment rate is currently at 2.9%. [Source: blog.equinix.com] 2018-10-29: The U.S. economy created 250,000 jobs in October 2018, beating expectations, and the unemployment rate was at 3.7%. [Source: trumpwhitehouse.archives.gov, www.nytimes.com];'\n 'Available facts are as follows: 2018-11-19: The national unemployment rate in the United States is 3.7% as of 2018. [Source: finance.yahoo.com]; The unemployment rate in Canada is at a 40-year low as of 2018. [Source: www.budget.canada.ca] 2018-11-12: The unemployment rate in the United States is a significant concern, with CARDIA participants experiencing 2-3 times higher unemployment rates than the national average. [Source: www.ncbi.nlm.nih.gov]; The U.S. Bureau of Labor Statistics collects information on alternative employment arrangements, which can affect unemployment rates. [Source: www.bls.gov]; The unemployment rate can be influenced by various factors, making it challenging to forecast. [Source: www.kansascityfed.org] 2018-11-05: The rural unemployment rate in the United States peaked at 10.3 percent in 2010 and has declined since then. [Source: www.ers.usda.gov]; The unemployment rate for rural veterans has also declined since peaking at 10.3 percent in 2010. [Source: www.ers.usda.gov]; The unemployment rates for African Americans and Asian Americans have hit all-time lows. [Source: ht.usembassy.gov]; The U.S. unemployment rate is currently at 2.9%. [Source: blog.equinix.com] 2018-10-29: The U.S. economy created 250,000 jobs in October 2018, beating expectations, and the unemployment rate was at 3.7%. [Source: trumpwhitehouse.archives.gov, www.nytimes.com];']"}
-{"batch_x": [3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716], "batch_y": [4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2018-12-24: The unemployment rate for formerly incarcerated people in the US is 27 percent, significantly higher than the overall US unemployment rate. [Source: www.prisonpolicy.org]; The overall US unemployment rate is 3.7 percent, while Florida's unemployment rate is 3.3 percent. [Source: edr.state.fl.us]; Unemployment rates have dropped in every Tennessee county, with Lauderdale County having the highest jobless rate in the state. [Source: www.tn.gov]; The unemployment rate by race/ethnicity shows significant disparities, with Asian Americans having the lowest rate and Black or African Americans having the highest rate. [Source: www.actrochester.org] 2018-12-17: The unemployment rate is a crucial factor in determining the economic situation of a state or country. [Source: www.regulations.gov, www.bls.gov, irle.berkeley.edu, www.maine.gov, www.ibrc.indiana.edu]; The United States' primary source for criminal justice statistics is the Bureau of Justice Statistics (BJS). [Source: bjs.ojp.gov]; The post-Great Recession recovery has led to unequal income growth since the 1970s, causing America to move towards higher levels of inequality. [Source: www.epi.org]; The 2008 Financial Crisis led to a significant increase in the unemployment rate, with a peak of 9.8% in 2010. [Source: www.hoover.org] 2018-12-10: The official unemployment rate in the United States was 3.9% in December 2018, with 6.3 million unemployed people among the 163.2 million people in the labor force. [Source: www.bls.gov]; The U-6 unemployment rate, which includes people who are marginally attached to the labor force and those working part-time for economic reasons, was not specified but is typically higher than the official unemployment rate. [Source: www.bls.gov] 2018-12-03: The veteran unemployment rate was 3.1 percent in November 2018. [Source: www.dol.gov]; The State of New York provides information on unemployment and certification of weekly unemployment insurance benefits. [Source: www.ny.gov]; A one-percentage point increase in the unemployment rate is associated with a 1.5% increase in the cost per discharge by payer in the United States. [Source: www.ncbi.nlm.nih.gov]; The Economic Policy Institute provides monthly analysis of the Bureau of Labor Statistics' states employment report and quarterly analysis of state unemployment rates by race and ethnicity. [Source: www.epi.org]; The national unemployment rate is a key indicator of the state of the labor market and the overall economy. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2018-12-24: The unemployment rate for formerly incarcerated people in the US is 27 percent, significantly higher than the overall US unemployment rate. [Source: www.prisonpolicy.org]; The overall US unemployment rate is 3.7 percent, while Florida's unemployment rate is 3.3 percent. [Source: edr.state.fl.us]; Unemployment rates have dropped in every Tennessee county, with Lauderdale County having the highest jobless rate in the state. [Source: www.tn.gov]; The unemployment rate by race/ethnicity shows significant disparities, with Asian Americans having the lowest rate and Black or African Americans having the highest rate. [Source: www.actrochester.org] 2018-12-17: The unemployment rate is a crucial factor in determining the economic situation of a state or country. [Source: www.regulations.gov, www.bls.gov, irle.berkeley.edu, www.maine.gov, www.ibrc.indiana.edu]; The United States' primary source for criminal justice statistics is the Bureau of Justice Statistics (BJS). [Source: bjs.ojp.gov]; The post-Great Recession recovery has led to unequal income growth since the 1970s, causing America to move towards higher levels of inequality. [Source: www.epi.org]; The 2008 Financial Crisis led to a significant increase in the unemployment rate, with a peak of 9.8% in 2010. [Source: www.hoover.org] 2018-12-10: The official unemployment rate in the United States was 3.9% in December 2018, with 6.3 million unemployed people among the 163.2 million people in the labor force. [Source: www.bls.gov]; The U-6 unemployment rate, which includes people who are marginally attached to the labor force and those working part-time for economic reasons, was not specified but is typically higher than the official unemployment rate. [Source: www.bls.gov] 2018-12-03: The veteran unemployment rate was 3.1 percent in November 2018. [Source: www.dol.gov]; The State of New York provides information on unemployment and certification of weekly unemployment insurance benefits. [Source: www.ny.gov]; A one-percentage point increase in the unemployment rate is associated with a 1.5% increase in the cost per discharge by payer in the United States. [Source: www.ncbi.nlm.nih.gov]; The Economic Policy Institute provides monthly analysis of the Bureau of Labor Statistics' states employment report and quarterly analysis of state unemployment rates by race and ethnicity. [Source: www.epi.org]; The national unemployment rate is a key indicator of the state of the labor market and the overall economy. [Source: www.bls.gov];\"]"}
-{"batch_x": [4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432], "batch_y": [4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284], "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]], "batch_text": "['Available facts are as follows: 2019-01-21: The national unemployment rate in the United States saw an uptick to 3.9% in December. [Source: www.tn.gov]; The overall unemployment rate in the United States is 3.8%, matching the lowest rate in 50 years. [Source: www.heritage.org] 2019-01-14: As of January 2019, the US national unemployment rate was 4.0 percent, up from 4.1 percent in January 2018. [Source: www.tn.gov]; Pulaski County, Missouri, has an unemployment rate of 2.70%, lower than the US average of 3.4%. [Source: installations.militaryonesource.mil]; Shelby County, Tennessee, has an unemployment rate of 4.6% as of March 2023. [Source: installations.militaryonesource.mil] 2019-01-07: The unemployment rate in the US has been declining, with a rate of 4% in Florida and 0.4 percentage point higher than Hawaii and Iowa, which tied for the lowest rate in the country. [Source: edr.state.fl.us, www.kansascityfed.org] 2018-12-31: The unemployment rate in the United States rose to 3.9 percent in December 2018, with a total nonfarm payroll employment increase of 312,000. [Source: www.bls.gov];'\n 'Available facts are as follows: 2019-01-21: The national unemployment rate in the United States saw an uptick to 3.9% in December. [Source: www.tn.gov]; The overall unemployment rate in the United States is 3.8%, matching the lowest rate in 50 years. [Source: www.heritage.org] 2019-01-14: As of January 2019, the US national unemployment rate was 4.0 percent, up from 4.1 percent in January 2018. [Source: www.tn.gov]; Pulaski County, Missouri, has an unemployment rate of 2.70%, lower than the US average of 3.4%. [Source: installations.militaryonesource.mil]; Shelby County, Tennessee, has an unemployment rate of 4.6% as of March 2023. [Source: installations.militaryonesource.mil] 2019-01-07: The unemployment rate in the US has been declining, with a rate of 4% in Florida and 0.4 percentage point higher than Hawaii and Iowa, which tied for the lowest rate in the country. [Source: edr.state.fl.us, www.kansascityfed.org] 2018-12-31: The unemployment rate in the United States rose to 3.9 percent in December 2018, with a total nonfarm payroll employment increase of 312,000. [Source: www.bls.gov];']"}
-{"batch_x": [4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568], "batch_y": [3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2019-02-18: The total unemployment rate is a concern, with inflows to unemployment and outflows from unemployment being monitored in countries like Germany, Italy, Japan, and the United States. [Source: webapps.ilo.org]; The U.S. economy has seen a fall in the unemployment rate, but wage inequality continues to be a problem. [Source: www.epi.org]; Prior work experience and on-the-job training are required for many occupations, such as accountants, with 84.3% requiring experience and 68.3% requiring training. [Source: www.bls.gov]; The number of people with master's and doctoral degrees in the U.S. has doubled, with 13.1% of adults holding such degrees in 2018, up from 8.6% in 2000. [Source: www.census.gov] 2019-02-11: Butler County had the lowest unemployment rate in the Pittsburgh, PA Metropolitan Statistical Area, at 3.6 percent, in December 2018. [Source: www.bls.gov] 2019-02-04: The federal minimum wage in the United States was last increased in 1968, and raising it to $15 by 2024 would lift pay for nearly 40 million workers. [Source: www.epi.org]; The unemployment rate in Texas remains low, with the state leading the nation in job creation and boasting the fastest-growing economy in America. [Source: gov.texas.gov]; The Federal Reserve Board has released scenarios for 2019, including one where the U.S. unemployment rate rises by more than 6 percentage points to 10 percent. [Source: www.federalreserve.gov] 2019-01-28: The 2018 black unemployment rate was the lowest it has been since the Bureau of Labor Statistics began reporting it in 1972. [Source: www.epi.org]; Total nonfarm payroll employment increased by 304,000 in January 2019, and the unemployment rate edged up to 4.0 percent. [Source: www.bls.gov]; The unemployment rate is at its lowest level in records going back more than 40 years in Canada. [Source: www.bankofcanada.ca];\"\n \"Available facts are as follows: 2019-02-18: The total unemployment rate is a concern, with inflows to unemployment and outflows from unemployment being monitored in countries like Germany, Italy, Japan, and the United States. [Source: webapps.ilo.org]; The U.S. economy has seen a fall in the unemployment rate, but wage inequality continues to be a problem. [Source: www.epi.org]; Prior work experience and on-the-job training are required for many occupations, such as accountants, with 84.3% requiring experience and 68.3% requiring training. [Source: www.bls.gov]; The number of people with master's and doctoral degrees in the U.S. has doubled, with 13.1% of adults holding such degrees in 2018, up from 8.6% in 2000. [Source: www.census.gov] 2019-02-11: Butler County had the lowest unemployment rate in the Pittsburgh, PA Metropolitan Statistical Area, at 3.6 percent, in December 2018. [Source: www.bls.gov] 2019-02-04: The federal minimum wage in the United States was last increased in 1968, and raising it to $15 by 2024 would lift pay for nearly 40 million workers. [Source: www.epi.org]; The unemployment rate in Texas remains low, with the state leading the nation in job creation and boasting the fastest-growing economy in America. [Source: gov.texas.gov]; The Federal Reserve Board has released scenarios for 2019, including one where the U.S. unemployment rate rises by more than 6 percentage points to 10 percent. [Source: www.federalreserve.gov] 2019-01-28: The 2018 black unemployment rate was the lowest it has been since the Bureau of Labor Statistics began reporting it in 1972. [Source: www.epi.org]; Total nonfarm payroll employment increased by 304,000 in January 2019, and the unemployment rate edged up to 4.0 percent. [Source: www.bls.gov]; The unemployment rate is at its lowest level in records going back more than 40 years in Canada. [Source: www.bankofcanada.ca];\"]"}
-{"batch_x": [3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316], "batch_y": [3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2019-03-25: Utah's unemployment rate has hit a historical low of 1.9%, a rate never seen before in Utah or the United States as a whole. The U.S. unemployment rate stands at 3.9%. [Source: thechamber.org]; In 2018, 80.4 million workers age 16 and older in the United States were paid at hourly rates, representing 58.3 percent of all wage and salary workers. [Source: www.bls.gov]; The West Palm Beach area had an increase of 10,400 new private-sector jobs in the past year, with an unemployment rate not specified. [Source: www.flgov.com]; The average number of jobs per month in the fiscal year 2018 was 219,000, with the unemployment rate decreasing by the end of the fiscal year. [Source: fiscal.treasury.gov] 2019-03-18: The unemployment rate is currently low, with a rate of 3.3% among women. [Source: trumpwhitehouse.archives.gov]; The labor market is the strongest it has been in decades, with a low unemployment rate. [Source: trumpwhitehouse.archives.gov]; Income per capita has steadily grown in the United States. [Source: worldhappiness.report]; The violent crime rate is low in the United States. [Source: worldhappiness.report] 2019-03-11: The unemployment rate in Washington state was available from Jan 1976 to Mar 2024, with data downloadable from FRED, St. Louis Fed. [Source: fred.stlouisfed.org]; The U.S. Bureau of Labor Statistics implemented 2010 Census-based delineations for Federal Statistical Areas on March 17, 2015, and reconstructed civilian labor force and unemployment data back to the beginning of the series. [Source: www.bls.gov]; Reentrants to the labor force accounted for 32.2 percent of total unemployed in the United States as of March 15, 2019. [Source: www.bls.gov] 2019-03-04: Total nonfarm payroll employment changed little in February (+20,000), and the unemployment rate declined to 3.8 percent. [Source: www.bls.gov]; A 1 percentage point increase in the state unemployment rate is associated with a 0.6 percentage point decrease in employer skill requirements. [Source: econofact.org]; The civilian unemployment rate can be retrieved from FRED, Federal Reserve Bank of St. Louis. [Source: www.federalreserve.gov]; Women and underrepresented minorities constituted a substantial portion of the U.S. population ages 18–64 years old in 2017. [Source: ncses.nsf.gov]; Over 40% of Indian families on the Standing Rock Sioux Tribe Reservation live in poverty, more than triple the average U.S. poverty rate. [Source: www.congress.gov];\"\n \"Available facts are as follows: 2019-03-25: Utah's unemployment rate has hit a historical low of 1.9%, a rate never seen before in Utah or the United States as a whole. The U.S. unemployment rate stands at 3.9%. [Source: thechamber.org]; In 2018, 80.4 million workers age 16 and older in the United States were paid at hourly rates, representing 58.3 percent of all wage and salary workers. [Source: www.bls.gov]; The West Palm Beach area had an increase of 10,400 new private-sector jobs in the past year, with an unemployment rate not specified. [Source: www.flgov.com]; The average number of jobs per month in the fiscal year 2018 was 219,000, with the unemployment rate decreasing by the end of the fiscal year. [Source: fiscal.treasury.gov] 2019-03-18: The unemployment rate is currently low, with a rate of 3.3% among women. [Source: trumpwhitehouse.archives.gov]; The labor market is the strongest it has been in decades, with a low unemployment rate. [Source: trumpwhitehouse.archives.gov]; Income per capita has steadily grown in the United States. [Source: worldhappiness.report]; The violent crime rate is low in the United States. [Source: worldhappiness.report] 2019-03-11: The unemployment rate in Washington state was available from Jan 1976 to Mar 2024, with data downloadable from FRED, St. Louis Fed. [Source: fred.stlouisfed.org]; The U.S. Bureau of Labor Statistics implemented 2010 Census-based delineations for Federal Statistical Areas on March 17, 2015, and reconstructed civilian labor force and unemployment data back to the beginning of the series. [Source: www.bls.gov]; Reentrants to the labor force accounted for 32.2 percent of total unemployed in the United States as of March 15, 2019. [Source: www.bls.gov] 2019-03-04: Total nonfarm payroll employment changed little in February (+20,000), and the unemployment rate declined to 3.8 percent. [Source: www.bls.gov]; A 1 percentage point increase in the state unemployment rate is associated with a 0.6 percentage point decrease in employer skill requirements. [Source: econofact.org]; The civilian unemployment rate can be retrieved from FRED, Federal Reserve Bank of St. Louis. [Source: www.federalreserve.gov]; Women and underrepresented minorities constituted a substantial portion of the U.S. population ages 18–64 years old in 2017. [Source: ncses.nsf.gov]; Over 40% of Indian families on the Standing Rock Sioux Tribe Reservation live in poverty, more than triple the average U.S. poverty rate. [Source: www.congress.gov];\"]"}
-{"batch_x": [3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284], "batch_y": [3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316], "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]], "batch_text": "['Available facts are as follows: 2019-04-22: The unemployment rate in the United States was 3.8 percent in February 2019. [Source: advocacy.sba.gov]; The unemployment rate for recent high school graduates was reported in April 2019. [Source: www.bls.gov]; The unemployment rate hit an 11-year low in 2019. [Source: www.arts.gov]; The unemployment rate in January 1994 was 6.6%. [Source: econedlink.org] 2019-04-15: The unemployment rate in the United States was 3.6% in April 2019, the lowest since 1969 [Source: U.S. Bureau of Labor Statistics]. 2019-04-08: The unemployment rate in the United States had already been cut in half before the tax cuts in 2019 [Source: www.jec.senate.gov].; In 2017, young workers were more likely to be poor than workers in older age groups due to lower earnings and higher unemployment rates [Source: www.bls.gov].; The mean unemployment expectations in the US remained unchanged at 37.2% in March 2019 [Source: www.newyorkfed.org].; The US economy had a record high rate of job vacancies and the lowest unemployment rate in nearly fifty years in 2019 [Source: www.piie.com]. 2019-04-01: The unemployment rate in the United States has been declining, with a strong labor market. [Source: trumpwhitehouse.archives.gov]; In the fourth quarter of 2018, the Hispanic unemployment rate was highest in Washington (7.5 percent), Pennsylvania (7.1 percent), and Arizona (6.3 percent). [Source: www.epi.org]; The unemployment rate in New York City is at its lowest since the New York State Department of Labor began publishing unemployment rates by borough. [Source: www.osc.ny.gov];'\n 'Available facts are as follows: 2019-04-22: The unemployment rate in the United States was 3.8 percent in February 2019. [Source: advocacy.sba.gov]; The unemployment rate for recent high school graduates was reported in April 2019. [Source: www.bls.gov]; The unemployment rate hit an 11-year low in 2019. [Source: www.arts.gov]; The unemployment rate in January 1994 was 6.6%. [Source: econedlink.org] 2019-04-15: The unemployment rate in the United States was 3.6% in April 2019, the lowest since 1969 [Source: U.S. Bureau of Labor Statistics]. 2019-04-08: The unemployment rate in the United States had already been cut in half before the tax cuts in 2019 [Source: www.jec.senate.gov].; In 2017, young workers were more likely to be poor than workers in older age groups due to lower earnings and higher unemployment rates [Source: www.bls.gov].; The mean unemployment expectations in the US remained unchanged at 37.2% in March 2019 [Source: www.newyorkfed.org].; The US economy had a record high rate of job vacancies and the lowest unemployment rate in nearly fifty years in 2019 [Source: www.piie.com]. 2019-04-01: The unemployment rate in the United States has been declining, with a strong labor market. [Source: trumpwhitehouse.archives.gov]; In the fourth quarter of 2018, the Hispanic unemployment rate was highest in Washington (7.5 percent), Pennsylvania (7.1 percent), and Arizona (6.3 percent). [Source: www.epi.org]; The unemployment rate in New York City is at its lowest since the New York State Department of Labor began publishing unemployment rates by borough. [Source: www.osc.ny.gov];']"}
-{"batch_x": [3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316], "batch_y": [3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0], "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]], "batch_text": "['Available facts are as follows: 2019-05-20: The unemployment rate in the United States declined to a 49-year low of 3.8% in 2018. [Source: www.bls.gov]; The labor force participation rate for people ages 16 to 24 has remained fairly flat since 2018. [Source: www.bls.gov]; Wages in Ames, Iowa, grew by 14.4% between 2013 and 2017, compared with 10.7% for the U.S. [Source: www.npr.org]; The unemployment rate for youth in South Korea has not improved since the economic depression in 2008, unlike in the United States and other OECD countries. [Source: www.cipe.org] 2019-05-13: The unemployment rate in the US was unchanged at 3.6 percent in May 2019, and the number of people who were unemployed was little changed. [Source: www.bls.gov] 2019-05-06: The US unemployment rate is currently lower than at any point since 1969. [Source: www.weforum.org]; The US Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; The goal of government agencies is to develop ways to alleviate the economic and psychological costs of unemployment. [Source: www.bls.gov]; The labor-force participation rate, unemployment rate, and duration of unemployment for the United States are measured by the Federal Reserve. [Source: www.federalreserve.gov]; The US unemployment rate has gotten so low that most Americans were not alive the last time it was at this level. [Source: www.presidency.ucsb.edu] 2019-04-29: The unemployment rate in the United States fell to 3.6% in April 2019, the lowest rate in nearly half a century. [Source: trumpwhitehouse.archives.gov, www.washingtonpost.com];'\n 'Available facts are as follows: 2019-05-20: The unemployment rate in the United States declined to a 49-year low of 3.8% in 2018. [Source: www.bls.gov]; The labor force participation rate for people ages 16 to 24 has remained fairly flat since 2018. [Source: www.bls.gov]; Wages in Ames, Iowa, grew by 14.4% between 2013 and 2017, compared with 10.7% for the U.S. [Source: www.npr.org]; The unemployment rate for youth in South Korea has not improved since the economic depression in 2008, unlike in the United States and other OECD countries. [Source: www.cipe.org] 2019-05-13: The unemployment rate in the US was unchanged at 3.6 percent in May 2019, and the number of people who were unemployed was little changed. [Source: www.bls.gov] 2019-05-06: The US unemployment rate is currently lower than at any point since 1969. [Source: www.weforum.org]; The US Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; The goal of government agencies is to develop ways to alleviate the economic and psychological costs of unemployment. [Source: www.bls.gov]; The labor-force participation rate, unemployment rate, and duration of unemployment for the United States are measured by the Federal Reserve. [Source: www.federalreserve.gov]; The US unemployment rate has gotten so low that most Americans were not alive the last time it was at this level. [Source: www.presidency.ucsb.edu] 2019-04-29: The unemployment rate in the United States fell to 3.6% in April 2019, the lowest rate in nearly half a century. [Source: trumpwhitehouse.archives.gov, www.washingtonpost.com];']"}
-{"batch_x": [3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284], "batch_y": [4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2019-06-24: The national unemployment rate in May 2019 was 3.6 percent, matching the lowest rate since 1969. [Source: trumpwhitehouse.archives.gov]; The U.S. economy added nearly 6 million jobs since January of 2017. [Source: www.doi.gov]; In 2018, more than 43 million people in the United States held a professional certification or license. [Source: www.bls.gov] 2019-06-17: The current unemployment rate in the United States is not specified in the search results, but there are mentions of unemployment rates in specific contexts, such as the unemployment rate in Palestine being 31% in 2019 [Source: www.ncbi.nlm.nih.gov]. 2019-06-10: The official unemployment rate in the United States was little changed at 3.7 percent in June 2019, according to the U.S. Bureau of Labor Statistics. [Source] 2019-06-03: The United States' longest economic expansion is currently tied with the longest in U.S. history, at 120 months. [Source: crsreports.congress.gov]; The unemployment rate in the United States remained remarkably low at 3.6% as of June 2019. [Source: www.jec.senate.gov];\"\n \"Available facts are as follows: 2019-06-24: The national unemployment rate in May 2019 was 3.6 percent, matching the lowest rate since 1969. [Source: trumpwhitehouse.archives.gov]; The U.S. economy added nearly 6 million jobs since January of 2017. [Source: www.doi.gov]; In 2018, more than 43 million people in the United States held a professional certification or license. [Source: www.bls.gov] 2019-06-17: The current unemployment rate in the United States is not specified in the search results, but there are mentions of unemployment rates in specific contexts, such as the unemployment rate in Palestine being 31% in 2019 [Source: www.ncbi.nlm.nih.gov]. 2019-06-10: The official unemployment rate in the United States was little changed at 3.7 percent in June 2019, according to the U.S. Bureau of Labor Statistics. [Source] 2019-06-03: The United States' longest economic expansion is currently tied with the longest in U.S. history, at 120 months. [Source: crsreports.congress.gov]; The unemployment rate in the United States remained remarkably low at 3.6% as of June 2019. [Source: www.jec.senate.gov];\"]"}
-{"batch_x": [3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0], "batch_y": [3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5], "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, 0.5, -0.5, -0.33561643958091736]], "batch_text": "['Available facts are as follows: 2019-07-22: The researchers found that an increase in the price of U.S. exports to China of 25% (an approximation of the impact of retaliatory tariffs by China) would cause unemployment rates to rise [Source: news.umich.edu].; The employment gap between deaf and hearing individuals in the United States is wide and statistically significant [Source: www.deafjobwizard.com].; Black workers had the highest unemployment rate nationally, at 6.7 percent, according to the latest quarterly report on state unemployment rates by race and ethnicity [Source: www.epi.org]. 2019-07-15: The unemployment rate in Arizona is higher than the US average, but this is due to a growing labor force. [Source: azmirror.com]; The US Bureau of Labor Statistics will publish the annual benchmark revision to establishment survey employment data with the February 2, 2024 release of the CES report. [Source: www.bls.gov]; The average unemployment rate in Latin America is almost 3 percentage points higher than in the U.S. and Canada. [Source: www.imf.org] 2019-07-08: The unemployment rate in the United States is 3.7%, near its lowest level in almost 50 years. [Source: www.nytimes.com]; In 14 states, the percentage of women who are unsheltered outpaces the percentage of men, and unemployment rates vary by state. [Source: endhomelessness.org]; The Oglala Lakota County, which is entirely within the Oglala Sioux Tribe Reservation, has over 51.9% of its population below the poverty line. [Source: www.congress.gov] 2019-07-01: The US initial claims for unemployment insurance is at a current level of 222,000, down from 232,000 last week and down from 231,000 one year ago. [Source: ycharts.com]; Total nonfarm payroll employment increased by 224,000 in June, and the unemployment rate was little changed at 3.7 percent, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The United States economy added 224,000 new jobs in June, with a historic low unemployment rate of 3.7 percent. [Source: trumpwhitehouse.archives.gov];'\n 'Available facts are as follows: 2019-07-22: The researchers found that an increase in the price of U.S. exports to China of 25% (an approximation of the impact of retaliatory tariffs by China) would cause unemployment rates to rise [Source: news.umich.edu].; The employment gap between deaf and hearing individuals in the United States is wide and statistically significant [Source: www.deafjobwizard.com].; Black workers had the highest unemployment rate nationally, at 6.7 percent, according to the latest quarterly report on state unemployment rates by race and ethnicity [Source: www.epi.org]. 2019-07-15: The unemployment rate in Arizona is higher than the US average, but this is due to a growing labor force. [Source: azmirror.com]; The US Bureau of Labor Statistics will publish the annual benchmark revision to establishment survey employment data with the February 2, 2024 release of the CES report. [Source: www.bls.gov]; The average unemployment rate in Latin America is almost 3 percentage points higher than in the U.S. and Canada. [Source: www.imf.org] 2019-07-08: The unemployment rate in the United States is 3.7%, near its lowest level in almost 50 years. [Source: www.nytimes.com]; In 14 states, the percentage of women who are unsheltered outpaces the percentage of men, and unemployment rates vary by state. [Source: endhomelessness.org]; The Oglala Lakota County, which is entirely within the Oglala Sioux Tribe Reservation, has over 51.9% of its population below the poverty line. [Source: www.congress.gov] 2019-07-01: The US initial claims for unemployment insurance is at a current level of 222,000, down from 232,000 last week and down from 231,000 one year ago. [Source: ycharts.com]; Total nonfarm payroll employment increased by 224,000 in June, and the unemployment rate was little changed at 3.7 percent, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The United States economy added 224,000 new jobs in June, with a historic low unemployment rate of 3.7 percent. [Source: trumpwhitehouse.archives.gov];']"}
-{"batch_x": [4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284], "batch_y": [3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2019-08-26: The current unemployment rate in the United States is at a historically low level. [Source: www.kansascityfed.org]; The black unemployment rate has decreased during the recovery, but persistent racial disparities remain. [Source: www.epi.org]; New Hampshire has consistently had lower unemployment levels compared to the overall rate for the United States. [Source: nhfpi.org]; The U.S. Bureau of Labor Statistics (BLS) has initiated a long-term research project to improve data users\\' ability to make year-to-year comparisons. [Source: www.bls.gov]; The low unemployment rate is creating \"worker deserts\" in some cities and states, making it difficult for companies to find people to hire. [Source: www.axios.com] 2019-08-19: The unemployment rate in the United States recently hit a 49-year low. [Source: nationaldeafcenter.org]; The U.S. Bureau of Labor Statistics has released a preliminary benchmark revision, which provides an estimate of the benchmark revision. [Source: www.bls.gov]; The labor force is made up of the employed and unemployed. [Source: www.census.gov]; State unemployment tax rates vary by state and claims experience. [Source: www.sba.gov]; The U.S. occupational mix has changed significantly from 1860 to 2015, with factory automation reducing the number of product-assembly workers and increasing management or quality control personnel. [Source: www.bls.gov] 2019-08-12: The unemployment rate in Butler County, Pennsylvania was 3.6% in June 2019. [Source: www.bls.gov]; The national unemployment rate in the United States was tracked by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; Georgia\\'s economy was reopened during the COVID-19 pandemic, resulting in a low unemployment rate. [Source: gov.georgia.gov] 2019-08-05: The unemployment rate in the Middle East stands at 10.8 per cent, excluding the GCC. [Source: www.ilo.org]; In the US, the unemployment rate in Hartford-West Hartford-East Hartford, CT is reported as 3.2% as of August 2019. [Source: fred.stlouisfed.org]; The unemployment rate in Shreveport-Bossier City, LA is reported as 4.3% as of August 2019. [Source: fred.stlouisfed.org]; The true unemployment rate in the US is estimated to be 8.3% as of March 2019, 4.5% higher than the official rate. [Source: www.longfinance.net]; The unemployment rate in Orange County, New York is reported as 3.0% as of August 2019. [Source: installations.militaryonesource.mil];'\n 'Available facts are as follows: 2019-08-26: The current unemployment rate in the United States is at a historically low level. [Source: www.kansascityfed.org]; The black unemployment rate has decreased during the recovery, but persistent racial disparities remain. [Source: www.epi.org]; New Hampshire has consistently had lower unemployment levels compared to the overall rate for the United States. [Source: nhfpi.org]; The U.S. Bureau of Labor Statistics (BLS) has initiated a long-term research project to improve data users\\' ability to make year-to-year comparisons. [Source: www.bls.gov]; The low unemployment rate is creating \"worker deserts\" in some cities and states, making it difficult for companies to find people to hire. [Source: www.axios.com] 2019-08-19: The unemployment rate in the United States recently hit a 49-year low. [Source: nationaldeafcenter.org]; The U.S. Bureau of Labor Statistics has released a preliminary benchmark revision, which provides an estimate of the benchmark revision. [Source: www.bls.gov]; The labor force is made up of the employed and unemployed. [Source: www.census.gov]; State unemployment tax rates vary by state and claims experience. [Source: www.sba.gov]; The U.S. occupational mix has changed significantly from 1860 to 2015, with factory automation reducing the number of product-assembly workers and increasing management or quality control personnel. [Source: www.bls.gov] 2019-08-12: The unemployment rate in Butler County, Pennsylvania was 3.6% in June 2019. [Source: www.bls.gov]; The national unemployment rate in the United States was tracked by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; Georgia\\'s economy was reopened during the COVID-19 pandemic, resulting in a low unemployment rate. [Source: gov.georgia.gov] 2019-08-05: The unemployment rate in the Middle East stands at 10.8 per cent, excluding the GCC. [Source: www.ilo.org]; In the US, the unemployment rate in Hartford-West Hartford-East Hartford, CT is reported as 3.2% as of August 2019. [Source: fred.stlouisfed.org]; The unemployment rate in Shreveport-Bossier City, LA is reported as 4.3% as of August 2019. [Source: fred.stlouisfed.org]; The true unemployment rate in the US is estimated to be 8.3% as of March 2019, 4.5% higher than the official rate. [Source: www.longfinance.net]; The unemployment rate in Orange County, New York is reported as 3.0% as of August 2019. [Source: installations.militaryonesource.mil];']"}
-{"batch_x": [4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284], "batch_y": [3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339]], "batch_text": "['Available facts are as follows: 2019-09-23: The U.S. Census Bureau provides data on median income in the past 12 months, adjusted for inflation. [Source: data.census.gov]; The National Science Foundation (NSF) reports that nearly 7 million individuals work in science and engineering (S&E) jobs, with lower unemployment rates than the overall labor force. [Source: ncses.nsf.gov]; The U.S. unemployment rate for Hispanic or Latino individuals is available, with historical data from 1973 to 2024. [Source: ycharts.com] 2019-09-16: The unemployment rate in the United States has recently reached a historic low, with a rate of less than 8.3% in nine states in the Northeast region. [Source] 2019-09-09: The unemployment rate in Knox County, IN was reported by the U.S. Bureau of Labor Statistics. [Source]; The Quarterly Census of Employment and Wages is an official website of the United States government that provides data on employment and wages. [Source]; The Census Bureau provides data on wholesale trade, including summary statistics for the U.S., states, and selected geographies. [Source]; The U.S. Bureau of Labor Statistics produces data on labor force participation rates, employment, and unemployment rates. [Source] 2019-09-02: The U.S. unemployment rate remained at a near-historic low of 3.7% in August 2019, with African-American unemployment rate hitting a new series low. [Source: trumpwhitehouse.archives.gov]; The trend U.S. unemployment rate is estimated to decline to 4.3% based on changing gender, educational, and age profile of the U.S. population. [Source: www.richmondfed.org];'\n 'Available facts are as follows: 2019-09-23: The U.S. Census Bureau provides data on median income in the past 12 months, adjusted for inflation. [Source: data.census.gov]; The National Science Foundation (NSF) reports that nearly 7 million individuals work in science and engineering (S&E) jobs, with lower unemployment rates than the overall labor force. [Source: ncses.nsf.gov]; The U.S. unemployment rate for Hispanic or Latino individuals is available, with historical data from 1973 to 2024. [Source: ycharts.com] 2019-09-16: The unemployment rate in the United States has recently reached a historic low, with a rate of less than 8.3% in nine states in the Northeast region. [Source] 2019-09-09: The unemployment rate in Knox County, IN was reported by the U.S. Bureau of Labor Statistics. [Source]; The Quarterly Census of Employment and Wages is an official website of the United States government that provides data on employment and wages. [Source]; The Census Bureau provides data on wholesale trade, including summary statistics for the U.S., states, and selected geographies. [Source]; The U.S. Bureau of Labor Statistics produces data on labor force participation rates, employment, and unemployment rates. [Source] 2019-09-02: The U.S. unemployment rate remained at a near-historic low of 3.7% in August 2019, with African-American unemployment rate hitting a new series low. [Source: trumpwhitehouse.archives.gov]; The trend U.S. unemployment rate is estimated to decline to 4.3% based on changing gender, educational, and age profile of the U.S. population. [Source: www.richmondfed.org];']"}
-{"batch_x": [3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284], "batch_y": [3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174]], "batch_text": "['Available facts are as follows: 2019-10-21: The official unemployment estimates in the US are not based on unemployment insurance benefits, but rather on a monthly survey. [Source: www.bls.gov]; The US has experienced significant unemployment rates in the past, such as 24.9% in 1933 during the Great Depression. [Source: www.census.gov] 2019-10-14: The unemployment rate in the United States was 3.6% in October 2019, little changed from the rate in September. [Source: www.bls.gov]; Latinos in the United States experience higher rates of unemployment than the overall population. [Source: www.jec.senate.gov]; The median household income of Latinos in the United States is lower than the overall population. [Source: www.jec.senate.gov] 2019-10-07: The overall unemployment rate in the United States was 3.9 percent in 2018, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate in Canada was 4.4% in September 2019, compared with 3.5% in the United States. [Source: www150.statcan.gc.ca]; There is a significant gap in per capita GDP between states in the United States, with New York having a 100% higher GDP than Mississippi. [Source: www.imf.org]; Latinos in the United States experience higher rates of unemployment and lower median household income compared to the population as a whole. [Source: www.jec.senate.gov]; The unemployment rate in San Diego-Carlsbad, CA (MSA) was 3.3% in September 2019. [Source: fred.stlouisfed.org] 2019-09-30: The U.S. unemployment rate fell to 3.5% in September 2019, marking the 19th consecutive month at or below 4% unemployment. [Source: trumpwhitehouse.archives.gov]; The U.S. Bureau of Labor Statistics (BLS) projects that overall employment growth will be 5.2% from 2018 to 2028, slower than during the prior period. [Source: www.bls.gov]; The Sahm Rule Recession Indicator suggests that the unemployment rate is below 5% in October 2019. [Source: fred.stlouisfed.org];'\n 'Available facts are as follows: 2019-10-21: The official unemployment estimates in the US are not based on unemployment insurance benefits, but rather on a monthly survey. [Source: www.bls.gov]; The US has experienced significant unemployment rates in the past, such as 24.9% in 1933 during the Great Depression. [Source: www.census.gov] 2019-10-14: The unemployment rate in the United States was 3.6% in October 2019, little changed from the rate in September. [Source: www.bls.gov]; Latinos in the United States experience higher rates of unemployment than the overall population. [Source: www.jec.senate.gov]; The median household income of Latinos in the United States is lower than the overall population. [Source: www.jec.senate.gov] 2019-10-07: The overall unemployment rate in the United States was 3.9 percent in 2018, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate in Canada was 4.4% in September 2019, compared with 3.5% in the United States. [Source: www150.statcan.gc.ca]; There is a significant gap in per capita GDP between states in the United States, with New York having a 100% higher GDP than Mississippi. [Source: www.imf.org]; Latinos in the United States experience higher rates of unemployment and lower median household income compared to the population as a whole. [Source: www.jec.senate.gov]; The unemployment rate in San Diego-Carlsbad, CA (MSA) was 3.3% in September 2019. [Source: fred.stlouisfed.org] 2019-09-30: The U.S. unemployment rate fell to 3.5% in September 2019, marking the 19th consecutive month at or below 4% unemployment. [Source: trumpwhitehouse.archives.gov]; The U.S. Bureau of Labor Statistics (BLS) projects that overall employment growth will be 5.2% from 2018 to 2028, slower than during the prior period. [Source: www.bls.gov]; The Sahm Rule Recession Indicator suggests that the unemployment rate is below 5% in October 2019. [Source: fred.stlouisfed.org];']"}
-{"batch_x": [3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284], "batch_y": [3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484]], "batch_text": "['Available facts are as follows: 2019-11-25: The unemployment rate in the United States is historically low, with a rate of 2.2% in the Salem Area Economic Summary [Source: www.bls.gov]. The national unemployment rate is also low, with the U.S. small businesses being a job creation engine [Source: 2017-2021.state.gov]. 2019-11-18: The African-American and Hispanic unemployment rate is at its lowest level ever recorded. [Source: edworkforce.house.gov]; The unemployment rate in the United States does not adequately measure labor market slack. [Source: journals.sagepub.com]; The United States has a low unemployment rate, but a large deficit relative to it. [Source: www.cbpp.org] 2019-11-11: The US unemployment rate is 11.1% according to one source, and 14.7% according to another. [Source: www.ctdol.state.ct.us]; The unemployment rate for American Indians and Alaska Natives (AIANs) is higher than the national average, especially for those living in AIAN areas. [Source: www.bls.gov]; The unemployment rate for veterans in the District of Columbia is 6.5%, higher than the national average. [Source: edpm.dc.gov]; The historically low US unemployment rate, currently 3.5 percent, is affecting employee retention, especially among low-wage, entry-level workers. [Source: transparentbpo.com] 2019-11-04: In the third quarter of 2019, African American workers had the highest unemployment rate nationally, at 6.0%, followed by Hispanic workers (at 4.1%). [Source: www.epi.org]; The U.S. unemployment rate declined 0.3 percentage point over the year. [Source: www.bls.gov]; In 2018, the average unemployment rate was 6.9% in the six states of the former East Germany, compared with 4.8% in the 10 states of the former West Germany. [Source: www.pewresearch.org];'\n 'Available facts are as follows: 2019-11-25: The unemployment rate in the United States is historically low, with a rate of 2.2% in the Salem Area Economic Summary [Source: www.bls.gov]. The national unemployment rate is also low, with the U.S. small businesses being a job creation engine [Source: 2017-2021.state.gov]. 2019-11-18: The African-American and Hispanic unemployment rate is at its lowest level ever recorded. [Source: edworkforce.house.gov]; The unemployment rate in the United States does not adequately measure labor market slack. [Source: journals.sagepub.com]; The United States has a low unemployment rate, but a large deficit relative to it. [Source: www.cbpp.org] 2019-11-11: The US unemployment rate is 11.1% according to one source, and 14.7% according to another. [Source: www.ctdol.state.ct.us]; The unemployment rate for American Indians and Alaska Natives (AIANs) is higher than the national average, especially for those living in AIAN areas. [Source: www.bls.gov]; The unemployment rate for veterans in the District of Columbia is 6.5%, higher than the national average. [Source: edpm.dc.gov]; The historically low US unemployment rate, currently 3.5 percent, is affecting employee retention, especially among low-wage, entry-level workers. [Source: transparentbpo.com] 2019-11-04: In the third quarter of 2019, African American workers had the highest unemployment rate nationally, at 6.0%, followed by Hispanic workers (at 4.1%). [Source: www.epi.org]; The U.S. unemployment rate declined 0.3 percentage point over the year. [Source: www.bls.gov]; In 2018, the average unemployment rate was 6.9% in the six states of the former East Germany, compared with 4.8% in the 10 states of the former West Germany. [Source: www.pewresearch.org];']"}
-{"batch_x": [3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316], "batch_y": [4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174]], "batch_text": "['Available facts are as follows: 2019-12-23: The unemployment rate for women with a disability was 8.1% and for men with a disability was 7.9%, more than twice the rates of women and men without disabilities. [Source]; The US is in the longest economic expansion in its history, with low unemployment rates. [Source]; Unemployment rates vary by region, with some areas having higher rates than others. [Source] 2019-12-16: The U.S. unemployment rate has fallen to near-record low following the Great Recession. [Source: www.pewresearch.org]; In November 2019, Alaska had the highest jobless rate at 6.1 percent, while 14 states had unemployment rates lower than the U.S. figure of 3.5. [Source: www.bls.gov]; The Tax Cuts and Jobs Act (TCJA) of 2017 was the largest tax cut in United States history. [Source: trumpwhitehouse.archives.gov] 2019-12-09: The veteran unemployment rate dropped to 2.9% in December 2019, down from 3.3% last month. [Source: www.dol.gov]; The unemployment rate in the Great Recession showed a more extreme rise than in the 1990-1991 recession, followed by a steeper decline in the recovery. [Source: www.pewresearch.org]; The unemployment rate in the United States was 3.5% in December 2019. [Source: www.senate.michigan.gov] 2019-12-02: The unemployment rate in the United States was 3.5% in November 2019. [Source: www.bls.gov];'\n 'Available facts are as follows: 2019-12-23: The unemployment rate for women with a disability was 8.1% and for men with a disability was 7.9%, more than twice the rates of women and men without disabilities. [Source]; The US is in the longest economic expansion in its history, with low unemployment rates. [Source]; Unemployment rates vary by region, with some areas having higher rates than others. [Source] 2019-12-16: The U.S. unemployment rate has fallen to near-record low following the Great Recession. [Source: www.pewresearch.org]; In November 2019, Alaska had the highest jobless rate at 6.1 percent, while 14 states had unemployment rates lower than the U.S. figure of 3.5. [Source: www.bls.gov]; The Tax Cuts and Jobs Act (TCJA) of 2017 was the largest tax cut in United States history. [Source: trumpwhitehouse.archives.gov] 2019-12-09: The veteran unemployment rate dropped to 2.9% in December 2019, down from 3.3% last month. [Source: www.dol.gov]; The unemployment rate in the Great Recession showed a more extreme rise than in the 1990-1991 recession, followed by a steeper decline in the recovery. [Source: www.pewresearch.org]; The unemployment rate in the United States was 3.5% in December 2019. [Source: www.senate.michigan.gov] 2019-12-02: The unemployment rate in the United States was 3.5% in November 2019. [Source: www.bls.gov];']"}
-{"batch_x": [3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0], "batch_y": [3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339]], "batch_text": "[\"Available facts are as follows: 2020-01-20: The unemployment rate in the United States has reached a 50-year low of 3.5%. [Source: www.heritage.org]; The unemployment rate in Flathead County, MT, and Valencia County, NM, can be retrieved from the Federal Reserve Bank of St. Louis. [Source: fred.stlouisfed.org] 2020-01-13: The unemployment rate for college grads is 2.0 percent, and 3.8 percent for all occupations as of January 2020. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate for men was 3.7 percent in 2019, while women's unemployment rates varied considerably by race and ethnicity. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate in Scott County, TN was tracked by the U.S. Bureau of Labor Statistics. [Source: FRED, Federal Reserve Bank of St. Louis] 2020-01-06: The unemployment rate in the United States was 3.5% in December 2019, unchanged from the previous month. [Source: www.bls.gov]; The total nonfarm payroll employment rose by 145,000 in December 2019. [Source: www.bls.gov]; In the fourth quarter of 2019, 74.2 percent of workers entering employment came from out of the labor force rather than from unemployment, which is the highest on record. [Source: trumpwhitehouse.archives.gov] 2019-12-30: The U.S. unemployment rate in December 2019 was 3.5%. [Source: www.bls.gov]; 15 states had an unemployment rate lower than the national average. [Source: www.bls.gov]; The median household income in the United States is $74,755. [Source: data.census.gov]; The employment rate in the United States is 60.3%. [Source: data.census.gov];\"\n \"Available facts are as follows: 2020-01-20: The unemployment rate in the United States has reached a 50-year low of 3.5%. [Source: www.heritage.org]; The unemployment rate in Flathead County, MT, and Valencia County, NM, can be retrieved from the Federal Reserve Bank of St. Louis. [Source: fred.stlouisfed.org] 2020-01-13: The unemployment rate for college grads is 2.0 percent, and 3.8 percent for all occupations as of January 2020. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate for men was 3.7 percent in 2019, while women's unemployment rates varied considerably by race and ethnicity. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate in Scott County, TN was tracked by the U.S. Bureau of Labor Statistics. [Source: FRED, Federal Reserve Bank of St. Louis] 2020-01-06: The unemployment rate in the United States was 3.5% in December 2019, unchanged from the previous month. [Source: www.bls.gov]; The total nonfarm payroll employment rose by 145,000 in December 2019. [Source: www.bls.gov]; In the fourth quarter of 2019, 74.2 percent of workers entering employment came from out of the labor force rather than from unemployment, which is the highest on record. [Source: trumpwhitehouse.archives.gov] 2019-12-30: The U.S. unemployment rate in December 2019 was 3.5%. [Source: www.bls.gov]; 15 states had an unemployment rate lower than the national average. [Source: www.bls.gov]; The median household income in the United States is $74,755. [Source: data.census.gov]; The employment rate in the United States is 60.3%. [Source: data.census.gov];\"]"}
-{"batch_x": [4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284], "batch_y": [4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114]], "batch_text": "[\"Available facts are as follows: 2020-02-24: The unemployment rate in the United States has been collected by the U.S. Bureau of Labor Statistics since January 1972, and the African American unemployment rate has more often than not been higher than the overall rate. [Source: www.americanprogress.org]; The U.S. Bureau of Labor Statistics provides data on monthly and annual employment and unemployment across the United States, including maps displaying this data. [Source: www.bls.gov]; The unemployment rate in the United States was low at the end of fiscal year 2019, marking the longest period of economic expansion in U.S. history. [Source: www.fiscal.treasury.gov] 2020-02-17: The current unemployment rate in Massachusetts is part of the state's labor market information, which is published monthly. [Source: lmi.dua.eol.mass.gov]; The U.S. unemployment rate has reached 3.5 percent, the lowest rate in five decades. [Source: trumpwhitehouse.archives.gov]; The labor force and unemployment data are produced for the United States, the Commonwealth, and for each Labor Market Area. [Source: lmi.dua.eol.mass.gov]; Alternative measures of labor underutilization are published by the Bureau of Labor Statistics. [Source: www.bls.gov] 2020-02-10: The unemployment rate in the US was 3.5% in February 2020, with 19.2% of the unemployed having been jobless for 27 weeks or more. [Source: www.bls.gov] 2020-02-03: The unemployment rate for African Americans, Hispanic Americans, and Asian Americans has reached the lowest levels in history. [Source: trumpwhitehouse.archives.gov]; The national unemployment rate was 3.6% in January 2020. [Source: www.bls.gov]; The average annual black unemployment rate was 6.1% in 2019. [Source: www.epi.org]; Total nonfarm payroll employment rose by 225,000 in January 2020. [Source: www.bls.gov]; 2019 ended with the lowest U.S. national unemployment rate in history. [Source: www.cassidy.senate.gov];\"\n \"Available facts are as follows: 2020-02-24: The unemployment rate in the United States has been collected by the U.S. Bureau of Labor Statistics since January 1972, and the African American unemployment rate has more often than not been higher than the overall rate. [Source: www.americanprogress.org]; The U.S. Bureau of Labor Statistics provides data on monthly and annual employment and unemployment across the United States, including maps displaying this data. [Source: www.bls.gov]; The unemployment rate in the United States was low at the end of fiscal year 2019, marking the longest period of economic expansion in U.S. history. [Source: www.fiscal.treasury.gov] 2020-02-17: The current unemployment rate in Massachusetts is part of the state's labor market information, which is published monthly. [Source: lmi.dua.eol.mass.gov]; The U.S. unemployment rate has reached 3.5 percent, the lowest rate in five decades. [Source: trumpwhitehouse.archives.gov]; The labor force and unemployment data are produced for the United States, the Commonwealth, and for each Labor Market Area. [Source: lmi.dua.eol.mass.gov]; Alternative measures of labor underutilization are published by the Bureau of Labor Statistics. [Source: www.bls.gov] 2020-02-10: The unemployment rate in the US was 3.5% in February 2020, with 19.2% of the unemployed having been jobless for 27 weeks or more. [Source: www.bls.gov] 2020-02-03: The unemployment rate for African Americans, Hispanic Americans, and Asian Americans has reached the lowest levels in history. [Source: trumpwhitehouse.archives.gov]; The national unemployment rate was 3.6% in January 2020. [Source: www.bls.gov]; The average annual black unemployment rate was 6.1% in 2019. [Source: www.epi.org]; Total nonfarm payroll employment rose by 225,000 in January 2020. [Source: www.bls.gov]; 2019 ended with the lowest U.S. national unemployment rate in history. [Source: www.cassidy.senate.gov];\"]"}
-{"batch_x": [3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5], "batch_y": [14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432], "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, 0.5, -0.5, -0.33561643958091736]], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2020-03-23: The State's unemployment rate is calculated by the U.S. Bureau of Labor Statistics. [Source: dol.ny.gov]; The national unemployment rate was 3.5%, a 50-year low, in March. [Source: www.theguardian.com]; A record 3.3 million Americans filed for unemployment benefits in a week. [Source: www.washingtonpost.com]; The U.S. unemployment rate has likely risen to 5.5 percent. [Source: www.washingtonpost.com] 2020-03-16: The unemployment rates were lower in January in 5 states and stable in 45 states and the District of Columbia, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; Labor market areas (LMAs) are an exhaustive level of substate geography published by the LAUS program. [Source: www.bls.gov]; The statutory minimum rate is the tax rate on taxable wages that is assigned to those employers who are new to the state unemployment insurance system. [Source: oui.doleta.gov] 2020-03-09: As of 2019Q4, African American workers had the highest unemployment rate nationally, at 5.7%, followed by Hispanic workers (at 4.1%). [Source: www.epi.org]; In 2017, the Virgin Islands Bureau of Economic Research (VIBER) reported higher unemployment rates in the USVI than on the mainland. [Source: mchb.tvisdata.hrsa.gov]; The US government paid almost 3.3 billion dollars on unemployment benefits in March 2024. [Source: www.statista.com]; The U.S. unemployment rate fell to its lowest level since 1969, declining from 3.9% in 2018 to a lower rate in 2019. [Source: ides.illinois.gov] 2020-03-02: The unemployment rate for people with a disability declined to 7.3% as of March 2020, according to the U.S. Bureau of Labor Statistics. [Source]; The U.S. jobless rate was 3.6% in January 2020, up from 3.5% in December 2019 and down from 4.0% in January 2019. [Source]; In January 2020, the unemployment rate in the euro area was 7.4%. [Source]; The number of unemployed in New York City declined by 7,500 to 163,700 in Q4 2019. [Source];\"\n \"Available facts are as follows: 2020-03-23: The State's unemployment rate is calculated by the U.S. Bureau of Labor Statistics. [Source: dol.ny.gov]; The national unemployment rate was 3.5%, a 50-year low, in March. [Source: www.theguardian.com]; A record 3.3 million Americans filed for unemployment benefits in a week. [Source: www.washingtonpost.com]; The U.S. unemployment rate has likely risen to 5.5 percent. [Source: www.washingtonpost.com] 2020-03-16: The unemployment rates were lower in January in 5 states and stable in 45 states and the District of Columbia, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; Labor market areas (LMAs) are an exhaustive level of substate geography published by the LAUS program. [Source: www.bls.gov]; The statutory minimum rate is the tax rate on taxable wages that is assigned to those employers who are new to the state unemployment insurance system. [Source: oui.doleta.gov] 2020-03-09: As of 2019Q4, African American workers had the highest unemployment rate nationally, at 5.7%, followed by Hispanic workers (at 4.1%). [Source: www.epi.org]; In 2017, the Virgin Islands Bureau of Economic Research (VIBER) reported higher unemployment rates in the USVI than on the mainland. [Source: mchb.tvisdata.hrsa.gov]; The US government paid almost 3.3 billion dollars on unemployment benefits in March 2024. [Source: www.statista.com]; The U.S. unemployment rate fell to its lowest level since 1969, declining from 3.9% in 2018 to a lower rate in 2019. [Source: ides.illinois.gov] 2020-03-02: The unemployment rate for people with a disability declined to 7.3% as of March 2020, according to the U.S. Bureau of Labor Statistics. [Source]; The U.S. jobless rate was 3.6% in January 2020, up from 3.5% in December 2019 and down from 4.0% in January 2019. [Source]; In January 2020, the unemployment rate in the euro area was 7.4%. [Source]; The number of unemployed in New York City declined by 7,500 to 163,700 in Q4 2019. [Source];\"]"}
-{"batch_x": [3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273], "batch_y": [13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975]], "batch_text": "['Available facts are as follows: 2020-04-20: The unemployment rate is projected to average 15 percent during the second and third quarters of 2020, up from less than 4 percent in the first quarter. [Source: www.cbo.gov]; The official unemployment rate from the BLS is 4.4%, but that calculation is through March 13—that was before the massive wave of stay-at-home orders. [Source: fortune.com]; The U.S. unemployment rate passes 20% with 4.4 million weekly jobless claims. [Source: fortune.com] 2020-04-13: The unemployment rate in April 2020 increased by 10.3 percentage points to 14.7 percent, the highest rate and the largest over-the-month increase in history. [Source: www.bls.gov] 2020-04-06: The US unemployment rate is estimated to be around 13% as of April 2020, with 6.6 million Americans filing for unemployment benefits in one week. [Source: www.washingtonpost.com]; The CARES Act is projected to prevent a 37% annualized GDP decline in 2020 Q2, and an unemployment rate of 12%. [Source: budgetmodel.wharton.upenn.edu]; UI tax rates are assigned to employers on a yearly basis, although the tax is paid quarterly, and each employer is classified based on their unemployment claims experience. [Source: www.bls.gov] 2020-03-30: The national average unemployment rate (including Puerto Rico) was used as a reference period in preparing the current list of Labor Surplus Areas from January 2021 through December 2022. [Source: www.dol.gov]; The unemployment rate rose to 4.4 percent in March 2020, with a total nonfarm payroll employment fall of 701,000. [Source: www.bls.gov]; In 36 states (including DC) that expanded Medicaid eligibility under the ACA, most nondisabled adults in households with income below 138 percent of the federal poverty level were eligible for Medicaid. [Source: www.urban.org];'\n 'Available facts are as follows: 2020-04-20: The unemployment rate is projected to average 15 percent during the second and third quarters of 2020, up from less than 4 percent in the first quarter. [Source: www.cbo.gov]; The official unemployment rate from the BLS is 4.4%, but that calculation is through March 13—that was before the massive wave of stay-at-home orders. [Source: fortune.com]; The U.S. unemployment rate passes 20% with 4.4 million weekly jobless claims. [Source: fortune.com] 2020-04-13: The unemployment rate in April 2020 increased by 10.3 percentage points to 14.7 percent, the highest rate and the largest over-the-month increase in history. [Source: www.bls.gov] 2020-04-06: The US unemployment rate is estimated to be around 13% as of April 2020, with 6.6 million Americans filing for unemployment benefits in one week. [Source: www.washingtonpost.com]; The CARES Act is projected to prevent a 37% annualized GDP decline in 2020 Q2, and an unemployment rate of 12%. [Source: budgetmodel.wharton.upenn.edu]; UI tax rates are assigned to employers on a yearly basis, although the tax is paid quarterly, and each employer is classified based on their unemployment claims experience. [Source: www.bls.gov] 2020-03-30: The national average unemployment rate (including Puerto Rico) was used as a reference period in preparing the current list of Labor Surplus Areas from January 2021 through December 2022. [Source: www.dol.gov]; The unemployment rate rose to 4.4 percent in March 2020, with a total nonfarm payroll employment fall of 701,000. [Source: www.bls.gov]; In 36 states (including DC) that expanded Medicaid eligibility under the ACA, most nondisabled adults in households with income below 138 percent of the federal poverty level were eligible for Medicaid. [Source: www.urban.org];']"}
-{"batch_x": [3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0], "batch_y": [11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, 0.1666666716337204, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2020-05-25: The US unemployment rate has risen significantly, with a real unemployment rate of 23.9% and an official unemployment rate expected to be an undercount. [Source: fortune.com]; The median statutory replacement rate for unemployment insurance is 145%, with 69% of unemployed workers eligible for benefits exceeding their lost wages. [Source: www.nber.org]; The Illinois Department of Employment Security announced an unemployment rate of 16.4% in April, with 762,000 jobs lost during that month. [Source: www.illinois.gov]; The US labor force has been impacted by the COVID-19 pandemic, with millions of American workers affected, including workers with disabilities. [Source: www.mathematica.org]; Foreign-born workers made up 17.4 percent of the US labor force in 2019, with 28.4 million foreign-born people in the labor force. [Source: www.bls.gov] 2020-05-18: The unemployment rate in the United States has increased significantly due to the COVID-19 pandemic, with a rate of 14.7% in April 2020. [Source: www.tn.gov] 2020-05-11: In May 2020, unemployment rates decreased in 38 states, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate reached 14.7% in May 2020, a level unseen since the Great Depression in 1933. [Source: community.solutions]; Claims for unemployment benefits have soared in some countries, such as the US, and by far less in others, like Japan, since the pandemic hit. [Source: www.weforum.org] 2020-05-04: The unemployment rate in the US jumped to 14.7% in April 2020, the worst since the Great Depression, with 20.5 million jobs lost. [Source: Multiple sources];'\n 'Available facts are as follows: 2020-05-25: The US unemployment rate has risen significantly, with a real unemployment rate of 23.9% and an official unemployment rate expected to be an undercount. [Source: fortune.com]; The median statutory replacement rate for unemployment insurance is 145%, with 69% of unemployed workers eligible for benefits exceeding their lost wages. [Source: www.nber.org]; The Illinois Department of Employment Security announced an unemployment rate of 16.4% in April, with 762,000 jobs lost during that month. [Source: www.illinois.gov]; The US labor force has been impacted by the COVID-19 pandemic, with millions of American workers affected, including workers with disabilities. [Source: www.mathematica.org]; Foreign-born workers made up 17.4 percent of the US labor force in 2019, with 28.4 million foreign-born people in the labor force. [Source: www.bls.gov] 2020-05-18: The unemployment rate in the United States has increased significantly due to the COVID-19 pandemic, with a rate of 14.7% in April 2020. [Source: www.tn.gov] 2020-05-11: In May 2020, unemployment rates decreased in 38 states, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate reached 14.7% in May 2020, a level unseen since the Great Depression in 1933. [Source: community.solutions]; Claims for unemployment benefits have soared in some countries, such as the US, and by far less in others, like Japan, since the pandemic hit. [Source: www.weforum.org] 2020-05-04: The unemployment rate in the US jumped to 14.7% in April 2020, the worst since the Great Depression, with 20.5 million jobs lost. [Source: Multiple sources];']"}
-{"batch_x": [3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137], "batch_y": [10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2020-06-22: The overall unemployment rate in the United States nearly quadrupled between February and May of 2020. [Source: trumpwhitehouse.archives.gov]; The U.S. economy lost over 20 million jobs in April with the unemployment rate spiking to 14.7%, the worst since the Great Depression, according to the Bureau. [Source: energynews.us]; Prior to the COVID-19 pandemic, formerly incarcerated people in the United States faced a 27 percent unemployment rate—nearly five times higher than the national average. [Source: www.americanprogress.org]; The coronavirus has decimated the U.S. economy and benched nearly 40 million American workers. [Source: www.forbes.com] 2020-06-15: Unemployment rates in 49 states and D.C. decreased from June 2020 to June 2021, according to the U.S. Bureau of Labor Statistics. [Source]; Tennessee lost 265,800 jobs between May 2019 and May 2020, despite gaining new jobs in May. [Source]; The unemployment rate in the U.S. increased by 11.2 percentage points between February and April 2020, from 3.5% to 14.7%. [Source]; Japan's unemployment rate has remained low, increasing by only two-tenths of a percentage point since February to 2.6%. [Source] 2020-06-08: The US unemployment rate during COVID-19 is different from the Great Recession, with varying experiences among different groups of workers. [Source: www.pewresearch.org] 2020-06-01: The official unemployment rate in the US rose from 3.5% in February 2020 to 13.3% in May 2020. [Source: www.piie.com]; Total nonfarm payroll employment rose by 2.5 million in May, and the unemployment rate declined to 13.3%. [Source: www.bls.gov]; The unemployment rate in Michigan was 14.7% in April 2020. [Source: www.michigan.gov];\"\n \"Available facts are as follows: 2020-06-22: The overall unemployment rate in the United States nearly quadrupled between February and May of 2020. [Source: trumpwhitehouse.archives.gov]; The U.S. economy lost over 20 million jobs in April with the unemployment rate spiking to 14.7%, the worst since the Great Depression, according to the Bureau. [Source: energynews.us]; Prior to the COVID-19 pandemic, formerly incarcerated people in the United States faced a 27 percent unemployment rate—nearly five times higher than the national average. [Source: www.americanprogress.org]; The coronavirus has decimated the U.S. economy and benched nearly 40 million American workers. [Source: www.forbes.com] 2020-06-15: Unemployment rates in 49 states and D.C. decreased from June 2020 to June 2021, according to the U.S. Bureau of Labor Statistics. [Source]; Tennessee lost 265,800 jobs between May 2019 and May 2020, despite gaining new jobs in May. [Source]; The unemployment rate in the U.S. increased by 11.2 percentage points between February and April 2020, from 3.5% to 14.7%. [Source]; Japan's unemployment rate has remained low, increasing by only two-tenths of a percentage point since February to 2.6%. [Source] 2020-06-08: The US unemployment rate during COVID-19 is different from the Great Recession, with varying experiences among different groups of workers. [Source: www.pewresearch.org] 2020-06-01: The official unemployment rate in the US rose from 3.5% in February 2020 to 13.3% in May 2020. [Source: www.piie.com]; Total nonfarm payroll employment rose by 2.5 million in May, and the unemployment rate declined to 13.3%. [Source: www.bls.gov]; The unemployment rate in Michigan was 14.7% in April 2020. [Source: www.michigan.gov];\"]"}
-{"batch_x": [3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5], "batch_y": [8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-07-20: The unemployment rate in the United States rose to 14.7% in April 2020, with 23.1 million unemployed workers. [Source]; Unemployment rates in the United States are currently higher than they were during the Great Recession. [Source]; The COVID-19 pandemic has led to an unprecedented surge in unemployment in the United States. [Source]; The unemployment rate among women in the United States was two percentage points higher than men between April-June 2020. [Source] 2020-07-13: The unemployment rate in Massachusetts was 16.1% in July 2020, while the U.S. unemployment rate was 10.2% in the same month. [Source: www.bls.gov]; New York State's seasonally adjusted unemployment rate increased from 14.5% to 15.1% in June 2020. [Source: dol.ny.gov]; Unemployment rates decreased in 41 states from July 2020 to August 2020. [Source: www.bls.gov] 2020-07-06: The unemployment rate in the US has been high, with over 40 million Americans filing for unemployment benefits in the past 10 weeks, and a current rate of 11.1% for Black Americans. [Source: www.nga.org, fortune.com] 2020-06-29: Massachusetts had the highest unemployment rate in June 2020, at 17.4%, followed by New Jersey and New York. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2020-07-20: The unemployment rate in the United States rose to 14.7% in April 2020, with 23.1 million unemployed workers. [Source]; Unemployment rates in the United States are currently higher than they were during the Great Recession. [Source]; The COVID-19 pandemic has led to an unprecedented surge in unemployment in the United States. [Source]; The unemployment rate among women in the United States was two percentage points higher than men between April-June 2020. [Source] 2020-07-13: The unemployment rate in Massachusetts was 16.1% in July 2020, while the U.S. unemployment rate was 10.2% in the same month. [Source: www.bls.gov]; New York State's seasonally adjusted unemployment rate increased from 14.5% to 15.1% in June 2020. [Source: dol.ny.gov]; Unemployment rates decreased in 41 states from July 2020 to August 2020. [Source: www.bls.gov] 2020-07-06: The unemployment rate in the US has been high, with over 40 million Americans filing for unemployment benefits in the past 10 weeks, and a current rate of 11.1% for Black Americans. [Source: www.nga.org, fortune.com] 2020-06-29: Massachusetts had the highest unemployment rate in June 2020, at 17.4%, followed by New Jersey and New York. [Source: www.bls.gov];\"]"}
-{"batch_x": [4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5], "batch_y": [7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-08-24: The current state unemployment rate in Connecticut is 4.4%. [Source: portal.ct.gov]; The US unemployment rate skyrocketed to 14.7% in April 2020. [Source: www.ncbi.nlm.nih.gov]; Researchers have estimated unemployment rates among people experiencing homelessness to be even higher than the national average. [Source: socialinnovation.usc.edu]; The US unemployment rate in February was 3.5%, but rose to 4.4% in March and 14.7% in April. [Source: www.nejm.org] 2020-08-17: The unemployment rate in the United States has risen significantly since the start of the COVID-19 pandemic, with a peak rate not seen since 1948. [Source: www.ncbi.nlm.nih.gov]; Before the pandemic, unemployment rates in the U.S. were at historic lows, but long-standing demographic disparities persisted. [Source: laborcenter.berkeley.edu]; The decline in federal spending on food assistance between 2013 and 2019 was largely due to the improvement in the U.S. economy, as the unemployment rate declined from 7.4 to 3.7%. [Source: www.ers.usda.gov] 2020-08-10: The unemployment rate in the Pittsburgh, PA Metropolitan Statistical Area was not seasonally adjusted in June 2020. [Source: www.bls.gov]; In June 2020, Kent County, DE, had the highest unemployment rate on the Delmarva Peninsula at 14.1 percent. [Source: www.bls.gov]; In 15 states and in the District of Columbia, African American unemployment rates exceed white unemployment rates by a ratio of 2.0-to-1 or higher. [Source: www.epi.org]; The COVID-19 pandemic triggered a stark rise in youth unemployment in selected metro areas. [Source: www.mathematica.org]; Enhanced unemployment benefits of $600 were chosen to raise unemployment benefits to replace 100% of lost wages for the average U.S. worker. [Source: econofact.org]; Black and Hispanic women lag in recovering from the recession, with higher unemployment rates. [Source: iwpr.org]; Tennessee's preliminary unemployment rate in August 2020 was not seasonally adjusted. [Source: www.tn.gov] 2020-08-03: The unemployment rate in the US fell to 10.2 percent in July 2020, with 1.8 million jobs added. [Source: www.bls.gov]; Labor force participation rate increased in prior months as the official unemployment rate fell, but remained steady in July. [Source: www.piie.com]; The unemployment rate among U.S. Hispanics is disproportionately high, with a significant impact on the Latino community. [Source: www.pewresearch.org]; The labor force counts persons in the population who are either working for pay or are actively seeking work. [Source: www.azeconomy.org]; The US experienced the sharpest rise in unemployment among OECD countries, but labor market conditions somewhat improved in July. [Source: www.un.org];\"\n \"Available facts are as follows: 2020-08-24: The current state unemployment rate in Connecticut is 4.4%. [Source: portal.ct.gov]; The US unemployment rate skyrocketed to 14.7% in April 2020. [Source: www.ncbi.nlm.nih.gov]; Researchers have estimated unemployment rates among people experiencing homelessness to be even higher than the national average. [Source: socialinnovation.usc.edu]; The US unemployment rate in February was 3.5%, but rose to 4.4% in March and 14.7% in April. [Source: www.nejm.org] 2020-08-17: The unemployment rate in the United States has risen significantly since the start of the COVID-19 pandemic, with a peak rate not seen since 1948. [Source: www.ncbi.nlm.nih.gov]; Before the pandemic, unemployment rates in the U.S. were at historic lows, but long-standing demographic disparities persisted. [Source: laborcenter.berkeley.edu]; The decline in federal spending on food assistance between 2013 and 2019 was largely due to the improvement in the U.S. economy, as the unemployment rate declined from 7.4 to 3.7%. [Source: www.ers.usda.gov] 2020-08-10: The unemployment rate in the Pittsburgh, PA Metropolitan Statistical Area was not seasonally adjusted in June 2020. [Source: www.bls.gov]; In June 2020, Kent County, DE, had the highest unemployment rate on the Delmarva Peninsula at 14.1 percent. [Source: www.bls.gov]; In 15 states and in the District of Columbia, African American unemployment rates exceed white unemployment rates by a ratio of 2.0-to-1 or higher. [Source: www.epi.org]; The COVID-19 pandemic triggered a stark rise in youth unemployment in selected metro areas. [Source: www.mathematica.org]; Enhanced unemployment benefits of $600 were chosen to raise unemployment benefits to replace 100% of lost wages for the average U.S. worker. [Source: econofact.org]; Black and Hispanic women lag in recovering from the recession, with higher unemployment rates. [Source: iwpr.org]; Tennessee's preliminary unemployment rate in August 2020 was not seasonally adjusted. [Source: www.tn.gov] 2020-08-03: The unemployment rate in the US fell to 10.2 percent in July 2020, with 1.8 million jobs added. [Source: www.bls.gov]; Labor force participation rate increased in prior months as the official unemployment rate fell, but remained steady in July. [Source: www.piie.com]; The unemployment rate among U.S. Hispanics is disproportionately high, with a significant impact on the Latino community. [Source: www.pewresearch.org]; The labor force counts persons in the population who are either working for pay or are actively seeking work. [Source: www.azeconomy.org]; The US experienced the sharpest rise in unemployment among OECD countries, but labor market conditions somewhat improved in July. [Source: www.un.org];\"]"}
-{"batch_x": [3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137], "batch_y": [6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-09-21: The national unemployment rate in the United States is currently high due to the COVID-19 pandemic, with 13.6 million U.S. workers claiming unemployment insurance in August. [Source: www.ilr.cornell.edu]; The unemployment rate in Colorado is predicted to be 3.7% in March 2024. [Source: cdle.colorado.gov]; 15% of U.S. adults have received unemployment benefits due to the coronavirus outbreak. [Source: www.pewresearch.org] 2020-09-14: The unemployment rate among blacks in the United States has been roughly double that of whites for decades. [Source: www.ncbi.nlm.nih.gov]; The documented unemployment rate in the United States rose from 3.5% in February 2020 to 8.4% in August 2020. [Source: www.choicesmagazine.org] 2020-09-07: The unemployment rate for people with a high school diploma was reported by the Bureau of Labor Statistics (BLS). [Source: www.bls.gov]; The national unemployment rate peaked in April 2020 at 14.7% and dropped to 13.3% as of May 2020. [Source: dpbh.nv.gov]; The official U.S. unemployment rate fell to 8.4% in August, from 10.2% in July. [Source: www.cnbc.com] 2020-08-31: The US unemployment rate fell to 8.4% in August, marking the first time it has dropped below 10% since the COVID-19 pandemic. [Source: www.piie.com];'\n 'Available facts are as follows: 2020-09-21: The national unemployment rate in the United States is currently high due to the COVID-19 pandemic, with 13.6 million U.S. workers claiming unemployment insurance in August. [Source: www.ilr.cornell.edu]; The unemployment rate in Colorado is predicted to be 3.7% in March 2024. [Source: cdle.colorado.gov]; 15% of U.S. adults have received unemployment benefits due to the coronavirus outbreak. [Source: www.pewresearch.org] 2020-09-14: The unemployment rate among blacks in the United States has been roughly double that of whites for decades. [Source: www.ncbi.nlm.nih.gov]; The documented unemployment rate in the United States rose from 3.5% in February 2020 to 8.4% in August 2020. [Source: www.choicesmagazine.org] 2020-09-07: The unemployment rate for people with a high school diploma was reported by the Bureau of Labor Statistics (BLS). [Source: www.bls.gov]; The national unemployment rate peaked in April 2020 at 14.7% and dropped to 13.3% as of May 2020. [Source: dpbh.nv.gov]; The official U.S. unemployment rate fell to 8.4% in August, from 10.2% in July. [Source: www.cnbc.com] 2020-08-31: The US unemployment rate fell to 8.4% in August, marking the first time it has dropped below 10% since the COVID-19 pandemic. [Source: www.piie.com];']"}
-{"batch_x": [4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568], "batch_y": [6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-10-26: The unemployment rate in Kentucky fell, and it jumped from 4.2 percent in [Source: kystats.ky.gov]; The unemployment rate in the United States increased rapidly due to temporary job losses, but remained comparatively more stable in Germany and Japan [Source: www.csis.org]; The U.S. economy has added 11.4 million new jobs since May, and the unemployment rate dropped in 38 states in September [Source: trumpwhitehouse.archives.gov, www.doi.gov]; In December 2019, unemployment in the United States was 3.5 percent, its lowest level since 1969 [Source: www.federalreserve.gov] 2020-10-19: Hawaii's unemployment rate stood at 15.1% in September 2020, while the U.S. unemployment rate reached an all-time high. [Source: labor.hawaii.gov] 2020-10-12: The unemployment rate in the United States fell to 6.9% in October 2020, according to the Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate was 7.9% in September 2020, a significant improvement from the nearly 15% mark in April. [Source: www.washingtonpost.com]; The homeowner vacancy rate was 0.8% and the rental vacancy rate was 0.9% in October 2020, according to the Census Bureau. [Source: data.census.gov]; The unemployment rate in the United States was 3.7% in 2024, and the nominal GDP per capita was $70,219.47 in 2021, according to Data Commons. [Source: datacommons.org] 2020-10-05: The unemployment rate has sharply increased as a result of the lockdown, with a temporary high since the Great Recession [Source: www.ncbi.nlm.nih.gov].; In 2019, the United States saw the largest increase in its history of trade deficit [Source: ustr.gov].; Florida ranks 40th in the country for the average number of weeks that workers get benefits [Source: www.floridapolicy.org].; The BLS Public Data API is available for third-party programmers, developers, and organizations to access labor statistics [Source: www.bls.gov].;\"\n \"Available facts are as follows: 2020-10-26: The unemployment rate in Kentucky fell, and it jumped from 4.2 percent in [Source: kystats.ky.gov]; The unemployment rate in the United States increased rapidly due to temporary job losses, but remained comparatively more stable in Germany and Japan [Source: www.csis.org]; The U.S. economy has added 11.4 million new jobs since May, and the unemployment rate dropped in 38 states in September [Source: trumpwhitehouse.archives.gov, www.doi.gov]; In December 2019, unemployment in the United States was 3.5 percent, its lowest level since 1969 [Source: www.federalreserve.gov] 2020-10-19: Hawaii's unemployment rate stood at 15.1% in September 2020, while the U.S. unemployment rate reached an all-time high. [Source: labor.hawaii.gov] 2020-10-12: The unemployment rate in the United States fell to 6.9% in October 2020, according to the Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate was 7.9% in September 2020, a significant improvement from the nearly 15% mark in April. [Source: www.washingtonpost.com]; The homeowner vacancy rate was 0.8% and the rental vacancy rate was 0.9% in October 2020, according to the Census Bureau. [Source: data.census.gov]; The unemployment rate in the United States was 3.7% in 2024, and the nominal GDP per capita was $70,219.47 in 2021, according to Data Commons. [Source: datacommons.org] 2020-10-05: The unemployment rate has sharply increased as a result of the lockdown, with a temporary high since the Great Recession [Source: www.ncbi.nlm.nih.gov].; In 2019, the United States saw the largest increase in its history of trade deficit [Source: ustr.gov].; Florida ranks 40th in the country for the average number of weeks that workers get benefits [Source: www.floridapolicy.org].; The BLS Public Data API is available for third-party programmers, developers, and organizations to access labor statistics [Source: www.bls.gov].;\"]"}
-{"batch_x": [14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432], "batch_y": [6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-11-23: In 19 states, the unemployment rate remained in the double digits amidst the coronavirus pandemic, with Kentucky having the lowest unemployment rate at 4.3%. [Source: usafacts.org]; In September, immigrant women still had an unemployment rate exceeding 11 percent—well above the 7.5 percent rate for both U.S.-born men and women and the rate for working-age immigrant men. [Source: www.migrationpolicy.org]; In 2019, prior to COVID-19, about 9 million American adults did not have enough to eat. [Source: econofact.org]; The CPI measures inflation as experienced by consumers in their day-to-day living expenses, with indexes available for the United States and various geographic areas. [Source: www.bls.gov] 2020-11-16: The national unemployment rate in the United States has been fluctuating, with a record-low rate in 2019. [Source: www.csis.org]; Unemployment rates vary by race and ethnicity, with African-Americans/Blacks having the highest rate of 5.9% in 2019. [Source: www.shadac.org]; The COVID-19 pandemic has led to job losses of catastrophic proportions in the United States. [Source: www.frbsf.org] 2020-11-09: As of November 2020, three states had unemployment rates above 10 percent, and 13 states had rates that were not appreciably different from that of the nation. [Source: www.bls.gov]; The national unemployment rate in the United States was 6.7% in November 2020. [Source: www.bls.gov] 2020-11-02: The unemployment rate in the United States declined to 6.9 percent in October 2020, with total nonfarm payroll employment rising by 638,000. [Source: www.bls.gov]; Prior to the pandemic, President Trump claimed to have delivered the lowest unemployment rate in half a century, with the rate at 3.5% in February 2020. [Source: www.bbc.com];'\n 'Available facts are as follows: 2020-11-23: In 19 states, the unemployment rate remained in the double digits amidst the coronavirus pandemic, with Kentucky having the lowest unemployment rate at 4.3%. [Source: usafacts.org]; In September, immigrant women still had an unemployment rate exceeding 11 percent—well above the 7.5 percent rate for both U.S.-born men and women and the rate for working-age immigrant men. [Source: www.migrationpolicy.org]; In 2019, prior to COVID-19, about 9 million American adults did not have enough to eat. [Source: econofact.org]; The CPI measures inflation as experienced by consumers in their day-to-day living expenses, with indexes available for the United States and various geographic areas. [Source: www.bls.gov] 2020-11-16: The national unemployment rate in the United States has been fluctuating, with a record-low rate in 2019. [Source: www.csis.org]; Unemployment rates vary by race and ethnicity, with African-Americans/Blacks having the highest rate of 5.9% in 2019. [Source: www.shadac.org]; The COVID-19 pandemic has led to job losses of catastrophic proportions in the United States. [Source: www.frbsf.org] 2020-11-09: As of November 2020, three states had unemployment rates above 10 percent, and 13 states had rates that were not appreciably different from that of the nation. [Source: www.bls.gov]; The national unemployment rate in the United States was 6.7% in November 2020. [Source: www.bls.gov] 2020-11-02: The unemployment rate in the United States declined to 6.9 percent in October 2020, with total nonfarm payroll employment rising by 638,000. [Source: www.bls.gov]; Prior to the pandemic, President Trump claimed to have delivered the lowest unemployment rate in half a century, with the rate at 3.5% in February 2020. [Source: www.bbc.com];']"}
-{"batch_x": [13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5], "batch_y": [6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -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, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-12-21: The unemployment rate for the Las Vegas area was 11.5 percent in November 2020, the highest in the state. [Source: cms.detr.nv.gov]; The Reno MSA had an increase of 1,600 jobs (0.7%) since October 2020. [Source: cms.detr.nv.gov]; The national unemployment rate reached a generational low in 2019. [Source: waysandmeans.house.gov]; Real median U.S. household income in 2019 rose nearly 50 percent. [Source: waysandmeans.house.gov] 2020-12-14: The United States unemployment rate for December 2020 decreased to 6.7%, down 0.2 of a percentage point from the previous month. [Source: www.tn.gov]; In 2017, the value of business done for kind-of-business in the U.S. was reported in the Economic Census. [Source: data.census.gov]; Black workers faced unemployment rates of over 10% in 16 of the 22 states in the third and fourth quarters of 2020. [Source: www.epi.org] 2020-12-07: In 2019, the overall unemployment rate for the United States was 3.7 percent, with varying rates across race and ethnicity groups. [Source: www.bls.gov]; As of March 2024, the unemployment rate in Colorado is 3.7%, similar to the national rate. [Source: cdle.colorado.gov]; The unemployment rate of Black Americans was 5.5 percentage points higher than the national average as of September 2020. [Source: www.brookings.edu] 2020-11-30: The US economy added 245,000 jobs in November, but remains 10 million jobs short of its pre-pandemic level, with an unemployment rate of 6.7%. [Source: www.piie.com, www.bls.gov];'\n 'Available facts are as follows: 2020-12-21: The unemployment rate for the Las Vegas area was 11.5 percent in November 2020, the highest in the state. [Source: cms.detr.nv.gov]; The Reno MSA had an increase of 1,600 jobs (0.7%) since October 2020. [Source: cms.detr.nv.gov]; The national unemployment rate reached a generational low in 2019. [Source: waysandmeans.house.gov]; Real median U.S. household income in 2019 rose nearly 50 percent. [Source: waysandmeans.house.gov] 2020-12-14: The United States unemployment rate for December 2020 decreased to 6.7%, down 0.2 of a percentage point from the previous month. [Source: www.tn.gov]; In 2017, the value of business done for kind-of-business in the U.S. was reported in the Economic Census. [Source: data.census.gov]; Black workers faced unemployment rates of over 10% in 16 of the 22 states in the third and fourth quarters of 2020. [Source: www.epi.org] 2020-12-07: In 2019, the overall unemployment rate for the United States was 3.7 percent, with varying rates across race and ethnicity groups. [Source: www.bls.gov]; As of March 2024, the unemployment rate in Colorado is 3.7%, similar to the national rate. [Source: cdle.colorado.gov]; The unemployment rate of Black Americans was 5.5 percentage points higher than the national average as of September 2020. [Source: www.brookings.edu] 2020-11-30: The US economy added 245,000 jobs in November, but remains 10 million jobs short of its pre-pandemic level, with an unemployment rate of 6.7%. [Source: www.piie.com, www.bls.gov];']"}
-{"batch_x": [11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863], "batch_y": [6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, 0.1666666716337204, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2021-01-25: As of December 2020, some states in the US have statistically significant unemployment rate changes. [Source: www.bls.gov]; Since the COVID-19 pandemic began, over 54 million US residents have lost their jobs. [Source: jamanetwork.com]; The US accounts for 63% of the additional unemployed among all high-income countries in 2020. [Source: www.ilo.org]; Around one-fourth of the US population filed for unemployment benefits from mid-March to July 2020. [Source: www.ncbi.nlm.nih.gov] 2021-01-18: The New York State unemployment rate fell to 8.2% in December 2020, marking the fifth consecutive month of decline. [Source: dol.ny.gov] 2021-01-11: The national unemployment rate in January 2021 was 6.3 percent, which fell by 0.4 percentage point over the month, but was 2.8 points higher than in January 2020. [Source: www.bls.gov]; Unemployment insurance as a share of the population hit its lowest level on record in January 2021. [Source: trumpwhitehouse.archives.gov]; Unemployment for women hit its lowest rate in nearly 70 years during the Trump administration. [Source: trumpwhitehouse.archives.gov] 2021-01-04: The unemployment rate in the United States remained unchanged at 6.7% in December 2020, with a decline of 140,000 in total nonfarm payroll employment. [Source: www.bls.gov]; The prevalence of illicit drug use in the United States increased from 8.3% in 2002 to 11.2% in 2017. [Source: bmcpsychiatry.biomedcentral.com]; The number of jobs and unemployment rate of those previously employed in the hospital industry can be found in the tables presented by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The official unemployment rate was 6.7% in December 2020, with 26.8 million people unemployed or underemployed in the United States. [Source: www.epi.org];'\n 'Available facts are as follows: 2021-01-25: As of December 2020, some states in the US have statistically significant unemployment rate changes. [Source: www.bls.gov]; Since the COVID-19 pandemic began, over 54 million US residents have lost their jobs. [Source: jamanetwork.com]; The US accounts for 63% of the additional unemployed among all high-income countries in 2020. [Source: www.ilo.org]; Around one-fourth of the US population filed for unemployment benefits from mid-March to July 2020. [Source: www.ncbi.nlm.nih.gov] 2021-01-18: The New York State unemployment rate fell to 8.2% in December 2020, marking the fifth consecutive month of decline. [Source: dol.ny.gov] 2021-01-11: The national unemployment rate in January 2021 was 6.3 percent, which fell by 0.4 percentage point over the month, but was 2.8 points higher than in January 2020. [Source: www.bls.gov]; Unemployment insurance as a share of the population hit its lowest level on record in January 2021. [Source: trumpwhitehouse.archives.gov]; Unemployment for women hit its lowest rate in nearly 70 years during the Trump administration. [Source: trumpwhitehouse.archives.gov] 2021-01-04: The unemployment rate in the United States remained unchanged at 6.7% in December 2020, with a decline of 140,000 in total nonfarm payroll employment. [Source: www.bls.gov]; The prevalence of illicit drug use in the United States increased from 8.3% in 2002 to 11.2% in 2017. [Source: bmcpsychiatry.biomedcentral.com]; The number of jobs and unemployment rate of those previously employed in the hospital industry can be found in the tables presented by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The official unemployment rate was 6.7% in December 2020, with 26.8 million people unemployed or underemployed in the United States. [Source: www.epi.org];']"}
-{"batch_x": [10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568], "batch_y": [6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2021-02-22: In 2020, 73.3 million workers age 16 and older in the United States were paid at hourly rates, representing 55.5 percent of all wage and salary workers. [Source: www.bls.gov]; The unemployment rate in Bakersfield, CA is 7%. [Source: www.bakersfieldcity.us]; The unemployment rate has improved, but disaggregating the data into different groups of workers provides more insights. [Source: www.federalreserve.gov] 2021-02-15: As of February 2021, all states in the US had unemployment rates below 10.0 percent. [Source: U.S. Bureau of Labor Statistics]; The U.S. Bureau of Labor Statistics' 2019-29 employment projections were impacted by the COVID-19 pandemic. [Source: U.S. Bureau of Labor Statistics]; Under the severely adverse scenario, the U.S. unemployment rate is projected to climb to a peak of 10-3/4 percent in the third quarter of 2021. [Source: Federal Reserve]; The average unemployment rate in 3,136 U.S. counties is 3.26%. [Source: USA FACTS] 2021-02-08: The U.S. unemployment rate stood at 6.5% in December 2020, roughly 3 percentage points higher than the rate in December 2019. [Source: www.pewresearch.org]; The Unemployment Insurance Technology Modernization Act aims to invest in federal technology systems and staff, ensuring equity across state lines. [Source: www.finance.senate.gov]; Black communities have the fewest supermarkets in urban areas, according to a study by the Annie E. Casey Foundation. [Source: www.aecf.org]; Gray bars indicate recession periods, and the unemployment rate has a trend of increasing during these periods. [Source: www.clevelandfed.org]; The national unemployment rate, as well as state and local rates, can be found on the Bureau of Labor Statistics website. [Source: www.bls.gov]; Black women have had higher unemployment rates than white men in every economic recession of the last 50 years. [Source: blog.dol.gov]; Published unemployment rates during COVID-19 have dramatically understated the deterioration in the labor market. [Source: www.federalreserve.gov]; Unemployment is not the sole determinant of crime rates, according to a review of about 30 relevant studies. [Source: www.ojp.gov]; The longest labor market expansion in post-war US history came to an abrupt end with the emergence of the COVID-19 pandemic in March 2020. [Source: www.nber.org]; Aging of the working-age population reduces overall unemployment, according to estimates. [Source: rsaiconnect.onlinelibrary.wiley.com] 2021-02-01: The unemployment rate fell by 0.4 percentage point to 6.3 percent in January 2021. Nonfarm payroll employment changed little, with an increase of 49,000 jobs. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2021-02-22: In 2020, 73.3 million workers age 16 and older in the United States were paid at hourly rates, representing 55.5 percent of all wage and salary workers. [Source: www.bls.gov]; The unemployment rate in Bakersfield, CA is 7%. [Source: www.bakersfieldcity.us]; The unemployment rate has improved, but disaggregating the data into different groups of workers provides more insights. [Source: www.federalreserve.gov] 2021-02-15: As of February 2021, all states in the US had unemployment rates below 10.0 percent. [Source: U.S. Bureau of Labor Statistics]; The U.S. Bureau of Labor Statistics' 2019-29 employment projections were impacted by the COVID-19 pandemic. [Source: U.S. Bureau of Labor Statistics]; Under the severely adverse scenario, the U.S. unemployment rate is projected to climb to a peak of 10-3/4 percent in the third quarter of 2021. [Source: Federal Reserve]; The average unemployment rate in 3,136 U.S. counties is 3.26%. [Source: USA FACTS] 2021-02-08: The U.S. unemployment rate stood at 6.5% in December 2020, roughly 3 percentage points higher than the rate in December 2019. [Source: www.pewresearch.org]; The Unemployment Insurance Technology Modernization Act aims to invest in federal technology systems and staff, ensuring equity across state lines. [Source: www.finance.senate.gov]; Black communities have the fewest supermarkets in urban areas, according to a study by the Annie E. Casey Foundation. [Source: www.aecf.org]; Gray bars indicate recession periods, and the unemployment rate has a trend of increasing during these periods. [Source: www.clevelandfed.org]; The national unemployment rate, as well as state and local rates, can be found on the Bureau of Labor Statistics website. [Source: www.bls.gov]; Black women have had higher unemployment rates than white men in every economic recession of the last 50 years. [Source: blog.dol.gov]; Published unemployment rates during COVID-19 have dramatically understated the deterioration in the labor market. [Source: www.federalreserve.gov]; Unemployment is not the sole determinant of crime rates, according to a review of about 30 relevant studies. [Source: www.ojp.gov]; The longest labor market expansion in post-war US history came to an abrupt end with the emergence of the COVID-19 pandemic in March 2020. [Source: www.nber.org]; Aging of the working-age population reduces overall unemployment, according to estimates. [Source: rsaiconnect.onlinelibrary.wiley.com] 2021-02-01: The unemployment rate fell by 0.4 percentage point to 6.3 percent in January 2021. Nonfarm payroll employment changed little, with an increase of 49,000 jobs. [Source: www.bls.gov];\"]"}
-{"batch_x": [8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137], "batch_y": [5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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, 0.4178082048892975], [-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: 2021-03-22: The U.S. Department of Labor's Bureau of Labor Statistics (BLS) released state jobs and unemployment data for January 2021, showing preliminary survey data. [Source: mwejobs.maryland.gov]; The Bureau of Economic Analysis (BEA) released revised quarterly personal income data, including the impact of the temporary $600 per week increase in state unemployment insurance compensation. [Source: www.bea.gov]; The unemployment rate and labor market trends vary by race, with differences in state-level outcomes for Blacks and whites in employment rates, labor force participation rates, and real wages. [Source: www.clevelandfed.org] 2021-03-15: The unemployment rate for college graduates is 3.7%, while for non-college graduates, it is 6.7% [Source: www.bls.gov].; The seasonally adjusted unemployment rate in New York City was 4.9% in March 2021, and 4.3% in New York State [Source: dol.ny.gov].; In March 2021, 245 metropolitan areas had unemployment rates below the U.S. rate of 6.2%, 138 areas had rates above it, and 6 areas had rates equal to it [Source: www.bls.gov]. 2021-03-08: For the week ending March 28, 2020, the number of initial claims for unemployment insurance was nearly 7 million, a record high. [Source: www.feedingamerica.org] 2021-03-01: Annual average unemployment rates rose in 2020 in all regions, divisions, and states in the US, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The labor market improved in February 2021, with employers adding 379,000 jobs, but the economy remains 11.9 million jobs below its pre-pandemic trend. [Source: www.piie.com]; Total nonfarm payroll employment rose by 379,000 in February, and the unemployment rate was little changed at 6.2 percent, according to the U.S. Bureau of Labor. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2021-03-22: The U.S. Department of Labor's Bureau of Labor Statistics (BLS) released state jobs and unemployment data for January 2021, showing preliminary survey data. [Source: mwejobs.maryland.gov]; The Bureau of Economic Analysis (BEA) released revised quarterly personal income data, including the impact of the temporary $600 per week increase in state unemployment insurance compensation. [Source: www.bea.gov]; The unemployment rate and labor market trends vary by race, with differences in state-level outcomes for Blacks and whites in employment rates, labor force participation rates, and real wages. [Source: www.clevelandfed.org] 2021-03-15: The unemployment rate for college graduates is 3.7%, while for non-college graduates, it is 6.7% [Source: www.bls.gov].; The seasonally adjusted unemployment rate in New York City was 4.9% in March 2021, and 4.3% in New York State [Source: dol.ny.gov].; In March 2021, 245 metropolitan areas had unemployment rates below the U.S. rate of 6.2%, 138 areas had rates above it, and 6 areas had rates equal to it [Source: www.bls.gov]. 2021-03-08: For the week ending March 28, 2020, the number of initial claims for unemployment insurance was nearly 7 million, a record high. [Source: www.feedingamerica.org] 2021-03-01: Annual average unemployment rates rose in 2020 in all regions, divisions, and states in the US, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The labor market improved in February 2021, with employers adding 379,000 jobs, but the economy remains 11.9 million jobs below its pre-pandemic trend. [Source: www.piie.com]; Total nonfarm payroll employment rose by 379,000 in February, and the unemployment rate was little changed at 6.2 percent, according to the U.S. Bureau of Labor. [Source: www.bls.gov];\"]"}
-{"batch_x": [7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137], "batch_y": [5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2021-04-19: Unemployment rates increased in 40 states and D.C. from March 2020 to April 2021, according to the U.S. Bureau of Labor Statistics. [Source]; The taxable wage base for Unemployment Insurance purposes varies by state, with a maximum amount of an employee's yearly total wages that can be taxed. [Source] 2021-04-12: The unemployment insurance (UI) system in the United States was established in 1935 and last major changes were put in place in 1976. [Source: www.hamiltonproject.org]; The unemployment rate in the transportation and warehousing sector rose above the total U.S. unemployment rate in 2020 due to the COVID-19 pandemic. [Source: www.bts.gov]; The U-3 unemployment rate was 6.1 percent, and the U-6 rate was 10.4 percent in April 2021. [Source: www.bls.gov]; The unemployment rate for Native Hawaiians and Pacific Islanders was 4.5% in 2019. [Source: minorityhealth.hhs.gov] 2021-04-05: Objective facts about the Economics situation:The US unemployment rate rose to 10% during the great recession downturn from 2007-2010, but the healthcare labor market was not significantly impacted. [Source: www.ncbi.nlm.nih.gov]Unemployment rates are higher in Appalachian mining counties compared to non-mining counties in Appalachia and the rest of the US. [Source: www.arc.gov]In the third quarter of 2020, the unemployment rate varied from state to state and over time. [Source: www.ncbi.nlm.nih.gov]Regions with low socioeconomic status have fewer neurosurgeons per capita in the United States. [Source: pubmed.ncbi.nlm.nih.gov]Labor market distress can manifest in the form of both a rise in unemployment and a fall in labor force participation. [Source: iwpr.org]Men comprise more than 70% of people employed in manufacturing, according to the US Bureau of Labour Statistics. [Source: unctad.org]The national unemployment rate is tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]On some Indian reservations in the United States, the unemployment rate among residents has ranged from 20% to over 80%. [Source: www.theregreview.org]Nineteen percent of U.S. households could not afford to pay for medical care up front or when they received care in 2017. [Source: www.census.gov] 2021-03-29: The unemployment rate in the US has edged down to 6.0 percent as of March 2021, with total nonfarm payroll employment rising by 916,000. [Source: www.bls.gov]; The long-term unemployment rate continues to rise, with 43.4% of America's unemployed having been unemployed for 27 weeks or more, equivalent to 4.2 million people. [Source: blog.dol.gov]; The US has one of the highest traffic fatality rates in the world, and the government is calling on Congress to tackle long-term unemployment and underemployment. [Source: www.whitehouse.gov];\"\n \"Available facts are as follows: 2021-04-19: Unemployment rates increased in 40 states and D.C. from March 2020 to April 2021, according to the U.S. Bureau of Labor Statistics. [Source]; The taxable wage base for Unemployment Insurance purposes varies by state, with a maximum amount of an employee's yearly total wages that can be taxed. [Source] 2021-04-12: The unemployment insurance (UI) system in the United States was established in 1935 and last major changes were put in place in 1976. [Source: www.hamiltonproject.org]; The unemployment rate in the transportation and warehousing sector rose above the total U.S. unemployment rate in 2020 due to the COVID-19 pandemic. [Source: www.bts.gov]; The U-3 unemployment rate was 6.1 percent, and the U-6 rate was 10.4 percent in April 2021. [Source: www.bls.gov]; The unemployment rate for Native Hawaiians and Pacific Islanders was 4.5% in 2019. [Source: minorityhealth.hhs.gov] 2021-04-05: Objective facts about the Economics situation:The US unemployment rate rose to 10% during the great recession downturn from 2007-2010, but the healthcare labor market was not significantly impacted. [Source: www.ncbi.nlm.nih.gov]Unemployment rates are higher in Appalachian mining counties compared to non-mining counties in Appalachia and the rest of the US. [Source: www.arc.gov]In the third quarter of 2020, the unemployment rate varied from state to state and over time. [Source: www.ncbi.nlm.nih.gov]Regions with low socioeconomic status have fewer neurosurgeons per capita in the United States. [Source: pubmed.ncbi.nlm.nih.gov]Labor market distress can manifest in the form of both a rise in unemployment and a fall in labor force participation. [Source: iwpr.org]Men comprise more than 70% of people employed in manufacturing, according to the US Bureau of Labour Statistics. [Source: unctad.org]The national unemployment rate is tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]On some Indian reservations in the United States, the unemployment rate among residents has ranged from 20% to over 80%. [Source: www.theregreview.org]Nineteen percent of U.S. households could not afford to pay for medical care up front or when they received care in 2017. [Source: www.census.gov] 2021-03-29: The unemployment rate in the US has edged down to 6.0 percent as of March 2021, with total nonfarm payroll employment rising by 916,000. [Source: www.bls.gov]; The long-term unemployment rate continues to rise, with 43.4% of America's unemployed having been unemployed for 27 weeks or more, equivalent to 4.2 million people. [Source: blog.dol.gov]; The US has one of the highest traffic fatality rates in the world, and the government is calling on Congress to tackle long-term unemployment and underemployment. [Source: www.whitehouse.gov];\"]"}
-{"batch_x": [6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5], "batch_y": [6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2021-05-24: The U.S. census counts every resident in the United States, including unemployment levels, weeks and hours worked, occupations, and commuting. [Source: www.census.gov]; Most states ended 2020 with higher unemployment rates than before the pandemic. [Source: www.fdic.gov]; Labor force participation rates and trends in the State are being analyzed. [Source: wioaplans.ed.gov]; To receive unemployment benefits, one must be a U.S. citizen or authorized to work in the United States. [Source: www.uc.pa.gov]; The increase in US unemployment was bigger than in the EU, while the economic recovery is expected to be faster in the former. [Source: www.eba.europa.eu]; Employment declined sharply during the COVID-19 pandemic for self-employed workers. [Source: www.bls.gov]; The U.S. fertility rate rebounded to just shy of the replacement rate, but unemployment spiked and incomes stagnated. [Source: www.migrationpolicy.org]; The National Unemployment Rate and State & Local Unemployment Rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; The Great Recession affected physical activity of young adults in the United States. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate among military spouses was 24% prior to the pandemic. [Source: www.csis.org] 2021-05-17: The unemployment rate among AANHPI women in the labor force varied significantly, with Pacific Islanders having the highest rate at 6.3%. [Source: blog.dol.gov]; In April 2020, the state's jobless rate was high, but it has recovered significantly in a year-to-year comparison. [Source: www.tn.gov]; Native American unemployment spiked to 26 percent in the early months of the pandemic and remains at nearly 11 percent. [Source: www.federalregister.gov]; Iowa's unemployment rate rose in April, but it still has the 10th-lowest unemployment rate in the country. [Source: www.desmoinesregister.com]; Historically, AAPI workers have lower unemployment rates. [Source: www.epi.org] 2021-05-10: As of May 2021, the national unemployment rate in the United States is 5.8%. [Source: www.bls.gov]; The unemployment rate in the US rose from 3.5% in February 2020 to a record high of 14.7% in April 2020, and then decreased to 5.8% in May 2021. [Source: covid19.nih.gov]; 27 states have lower unemployment rates than the national rate, while Alabama has an unemployment rate of 3.8%, the lowest in the Southeast. [Source: governor.alabama.gov, www.bls.gov] 2021-05-03: The unemployment rate in the United States was 6.1% in April 2021, with 266,000 jobs added during the month. [Source: www.bls.gov]; In March 2021, 916,000 jobs were added and the unemployment rate fell to 6%. [Source: www.cepal.org]; Unemployment insurance claims in North Carolina peaked in April 2020 with a total of over 478,000 claims. [Source: carolinademography.cpc.unc.edu];\"\n \"Available facts are as follows: 2021-05-24: The U.S. census counts every resident in the United States, including unemployment levels, weeks and hours worked, occupations, and commuting. [Source: www.census.gov]; Most states ended 2020 with higher unemployment rates than before the pandemic. [Source: www.fdic.gov]; Labor force participation rates and trends in the State are being analyzed. [Source: wioaplans.ed.gov]; To receive unemployment benefits, one must be a U.S. citizen or authorized to work in the United States. [Source: www.uc.pa.gov]; The increase in US unemployment was bigger than in the EU, while the economic recovery is expected to be faster in the former. [Source: www.eba.europa.eu]; Employment declined sharply during the COVID-19 pandemic for self-employed workers. [Source: www.bls.gov]; The U.S. fertility rate rebounded to just shy of the replacement rate, but unemployment spiked and incomes stagnated. [Source: www.migrationpolicy.org]; The National Unemployment Rate and State & Local Unemployment Rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; The Great Recession affected physical activity of young adults in the United States. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate among military spouses was 24% prior to the pandemic. [Source: www.csis.org] 2021-05-17: The unemployment rate among AANHPI women in the labor force varied significantly, with Pacific Islanders having the highest rate at 6.3%. [Source: blog.dol.gov]; In April 2020, the state's jobless rate was high, but it has recovered significantly in a year-to-year comparison. [Source: www.tn.gov]; Native American unemployment spiked to 26 percent in the early months of the pandemic and remains at nearly 11 percent. [Source: www.federalregister.gov]; Iowa's unemployment rate rose in April, but it still has the 10th-lowest unemployment rate in the country. [Source: www.desmoinesregister.com]; Historically, AAPI workers have lower unemployment rates. [Source: www.epi.org] 2021-05-10: As of May 2021, the national unemployment rate in the United States is 5.8%. [Source: www.bls.gov]; The unemployment rate in the US rose from 3.5% in February 2020 to a record high of 14.7% in April 2020, and then decreased to 5.8% in May 2021. [Source: covid19.nih.gov]; 27 states have lower unemployment rates than the national rate, while Alabama has an unemployment rate of 3.8%, the lowest in the Southeast. [Source: governor.alabama.gov, www.bls.gov] 2021-05-03: The unemployment rate in the United States was 6.1% in April 2021, with 266,000 jobs added during the month. [Source: www.bls.gov]; In March 2021, 916,000 jobs were added and the unemployment rate fell to 6%. [Source: www.cepal.org]; Unemployment insurance claims in North Carolina peaked in April 2020 with a total of over 478,000 claims. [Source: carolinademography.cpc.unc.edu];\"]"}
-{"batch_x": [6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568], "batch_y": [5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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]], "batch_text": "['Available facts are as follows: 2021-06-21: The labor force participation rate has dipped in the United States, driven down by low unemployment rates and continued presence in the labor force in most states. [Source: www.census.gov]; The unemployment rate in the United States in 2021 varied by country, state, county, ZIP Code, tract, and block group. [Source: www.arcgis.com]; In Texas, all major sectors saw job losses in April 2020 due to the pandemic, with trade, transportation, and utilities being the most affected. [Source: apps.texastribune.org]; Foreign-born people constituted 13% of U.S. residents in 2013 and 17.4% of the U.S. labor force in 2018. [Source: www.ncbi.nlm.nih.gov]; The social insurance system in the US encompasses a wide range of government programs, including Social Security, Unemployment Insurance, and early childhood education. [Source: www.hamiltonproject.org]; 840,000 Floridians will lose federal pandemic unemployment benefits, with the state capping its maximum weekly UI benefits at $275. [Source: www.floridapolicy.org]; Unemployment rates have been tracked since January 2019 for U.S.-born and immigrant workers by gender, race/ethnicity, and other demographics. [Source: www.migrationpolicy.org] 2021-06-14: The U.S. unemployment rate has decreased by 7.5 percentage points from May 2020 to June 2021. [Source: www.tn.gov]; In 2020, the US unemployment rate averaged 8.1%, the highest annual rate since 2012. [Source: knoema.com]; The Arizona unemployment rate was 6.8% in June 2021, higher than the U.S. unemployment rate. [Source: www.dol.gov]; Women accounted for 55 percent of the 20.5 million jobs lost in April, raising the unemployment rate for adult women to 15.5%. [Source: www.nytimes.com]; In April 2020, the unemployment rate reached 14.8%, the highest documented since data collection began. [Source: ssri.psu.edu] 2021-06-07: The unemployment rate in April 2020 would have been 19.5 percent if not for the methodology used, compared to the official seasonally adjusted rate of 14.7 percent. [Source: www.bls.gov]; The Bronx has high levels of unemployment, making relief measures that enhance State unemployment programs important for the borough. [Source: www.osc.ny.gov]; A monthly household survey by the Bureau of Labor Statistics provides comprehensive information on employment and unemployment classified by age, sex, race, and other characteristics. [Source: www.bls.gov] 2021-05-31: The unemployment rate in the US fell to 5.8% in May 2021, with 559,000 jobs added to the economy. [Source: blog.dol.gov]; In 2020, older adults constituted 6.6% of the US labor force, with an unemployment rate of 7.5% compared to 3% in 2019. [Source: acl.gov]; As of May 2021, 6.2 million people were unable to work due to their employer closing or losing business. [Source: www.bls.gov];'\n 'Available facts are as follows: 2021-06-21: The labor force participation rate has dipped in the United States, driven down by low unemployment rates and continued presence in the labor force in most states. [Source: www.census.gov]; The unemployment rate in the United States in 2021 varied by country, state, county, ZIP Code, tract, and block group. [Source: www.arcgis.com]; In Texas, all major sectors saw job losses in April 2020 due to the pandemic, with trade, transportation, and utilities being the most affected. [Source: apps.texastribune.org]; Foreign-born people constituted 13% of U.S. residents in 2013 and 17.4% of the U.S. labor force in 2018. [Source: www.ncbi.nlm.nih.gov]; The social insurance system in the US encompasses a wide range of government programs, including Social Security, Unemployment Insurance, and early childhood education. [Source: www.hamiltonproject.org]; 840,000 Floridians will lose federal pandemic unemployment benefits, with the state capping its maximum weekly UI benefits at $275. [Source: www.floridapolicy.org]; Unemployment rates have been tracked since January 2019 for U.S.-born and immigrant workers by gender, race/ethnicity, and other demographics. [Source: www.migrationpolicy.org] 2021-06-14: The U.S. unemployment rate has decreased by 7.5 percentage points from May 2020 to June 2021. [Source: www.tn.gov]; In 2020, the US unemployment rate averaged 8.1%, the highest annual rate since 2012. [Source: knoema.com]; The Arizona unemployment rate was 6.8% in June 2021, higher than the U.S. unemployment rate. [Source: www.dol.gov]; Women accounted for 55 percent of the 20.5 million jobs lost in April, raising the unemployment rate for adult women to 15.5%. [Source: www.nytimes.com]; In April 2020, the unemployment rate reached 14.8%, the highest documented since data collection began. [Source: ssri.psu.edu] 2021-06-07: The unemployment rate in April 2020 would have been 19.5 percent if not for the methodology used, compared to the official seasonally adjusted rate of 14.7 percent. [Source: www.bls.gov]; The Bronx has high levels of unemployment, making relief measures that enhance State unemployment programs important for the borough. [Source: www.osc.ny.gov]; A monthly household survey by the Bureau of Labor Statistics provides comprehensive information on employment and unemployment classified by age, sex, race, and other characteristics. [Source: www.bls.gov] 2021-05-31: The unemployment rate in the US fell to 5.8% in May 2021, with 559,000 jobs added to the economy. [Source: blog.dol.gov]; In 2020, older adults constituted 6.6% of the US labor force, with an unemployment rate of 7.5% compared to 3% in 2019. [Source: acl.gov]; As of May 2021, 6.2 million people were unable to work due to their employer closing or losing business. [Source: www.bls.gov];']"}
-{"batch_x": [6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137], "batch_y": [5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2021-07-26: The Hispanic-white unemployment ratio rose from 1.6 in 2020Q4 to nearly 1.7 in 2021Q1-Q2, indicating a lack of racial equity in the labor market recovery. [Source: www.epi.org]; The unemployment rate for immigrants was higher than for U.S.-born workers during the pandemic, with a peak in the second quarter of 2020. [Source: www.pewresearch.org]; The U.S. unemployment rate was 6.7% at the end of 2020, with a peak of 14.7% in April 2020. [Source: www.energy.gov]; The state unemployment rates in the United States varied, with Tennessee's rate soaring to over 15% in 2020. [Source: www.sycamoreinstitutetn.org] 2021-07-19: The unemployment rate in the United States was 6.1% as of July 2021. [Source]; Construction employment remained 238,000, or 3.1%, below its February 2020 peak as of July 2021. [Source]; Black unemployment rates were higher than White unemployment rates as of July 2021. [Source]; Nevada's current unemployment rate is higher than the U.S. unemployment rate as of July 2021. [Source] 2021-07-12: The national unemployment rate in the US was 5.4% in July 2021. [Source: U.S. Bureau of Labor Statistics]; Unemployment rates were lower in 17 states and DC in July 2021. [Source: U.S. Bureau of Labor Statistics]; The labor underutilization rate decreased to 9.8% in June 2021 after reaching a peak of 14.8% in April 2020. [Source: www.coloradosos.gov] 2021-07-05: The global unemployment rate is expected to remain a concern, with many countries experiencing economic growth below pre-pandemic levels, except for the United States and China which are expected to experience strong growth in 2021. [Source: unstats.un.org];\"\n \"Available facts are as follows: 2021-07-26: The Hispanic-white unemployment ratio rose from 1.6 in 2020Q4 to nearly 1.7 in 2021Q1-Q2, indicating a lack of racial equity in the labor market recovery. [Source: www.epi.org]; The unemployment rate for immigrants was higher than for U.S.-born workers during the pandemic, with a peak in the second quarter of 2020. [Source: www.pewresearch.org]; The U.S. unemployment rate was 6.7% at the end of 2020, with a peak of 14.7% in April 2020. [Source: www.energy.gov]; The state unemployment rates in the United States varied, with Tennessee's rate soaring to over 15% in 2020. [Source: www.sycamoreinstitutetn.org] 2021-07-19: The unemployment rate in the United States was 6.1% as of July 2021. [Source]; Construction employment remained 238,000, or 3.1%, below its February 2020 peak as of July 2021. [Source]; Black unemployment rates were higher than White unemployment rates as of July 2021. [Source]; Nevada's current unemployment rate is higher than the U.S. unemployment rate as of July 2021. [Source] 2021-07-12: The national unemployment rate in the US was 5.4% in July 2021. [Source: U.S. Bureau of Labor Statistics]; Unemployment rates were lower in 17 states and DC in July 2021. [Source: U.S. Bureau of Labor Statistics]; The labor underutilization rate decreased to 9.8% in June 2021 after reaching a peak of 14.8% in April 2020. [Source: www.coloradosos.gov] 2021-07-05: The global unemployment rate is expected to remain a concern, with many countries experiencing economic growth below pre-pandemic levels, except for the United States and China which are expected to experience strong growth in 2021. [Source: unstats.un.org];\"]"}
-{"batch_x": [6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863], "batch_y": [4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2021-08-23: The unemployment rate in the United States is lower than it was in the aftermath of the 2008-09 recession despite the decline in employment [Source: www.senate.michigan.gov].; The State's area unemployment rates rely in part on the results of the U.S. Bureau of Labor Statistics [Source: dol.ny.gov].; The United States had an unemployment rate of 7.7 percent in July 2021 [Source: cms.detr.nv.gov].; In the United States, unemployment ran below 4 percent for about two years before the pandemic, while inflation ran at or below 2 percent [Source: www.federalreserve.gov]. 2021-08-16: The COVID-19 pandemic has had a significant effect on labor market metrics for every state, economic sector, and major demographic group in the United States. [Source: sgp.fas.org]; New York State's seasonally adjusted unemployment rate decreased in July 2021, with 43,800 private sector jobs added. [Source: dol.ny.gov]; California leads the nation in the number of jobs in the wineries industry. [Source: www.bls.gov] 2021-08-09: The unemployment rate in the United States declined to 5.2 percent in August 2021, with 8.4 million unemployed people. [Source: www.bls.gov]; The average unemployment benefit collection duration in the United States reached a peak of 23.02 weeks in August 2021. [Source: www.statista.com] 2021-08-02: The unemployment rate in the US declined by 0.5 percentage points to 5.4% in July 2021. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2021-08-23: The unemployment rate in the United States is lower than it was in the aftermath of the 2008-09 recession despite the decline in employment [Source: www.senate.michigan.gov].; The State's area unemployment rates rely in part on the results of the U.S. Bureau of Labor Statistics [Source: dol.ny.gov].; The United States had an unemployment rate of 7.7 percent in July 2021 [Source: cms.detr.nv.gov].; In the United States, unemployment ran below 4 percent for about two years before the pandemic, while inflation ran at or below 2 percent [Source: www.federalreserve.gov]. 2021-08-16: The COVID-19 pandemic has had a significant effect on labor market metrics for every state, economic sector, and major demographic group in the United States. [Source: sgp.fas.org]; New York State's seasonally adjusted unemployment rate decreased in July 2021, with 43,800 private sector jobs added. [Source: dol.ny.gov]; California leads the nation in the number of jobs in the wineries industry. [Source: www.bls.gov] 2021-08-09: The unemployment rate in the United States declined to 5.2 percent in August 2021, with 8.4 million unemployed people. [Source: www.bls.gov]; The average unemployment benefit collection duration in the United States reached a peak of 23.02 weeks in August 2021. [Source: www.statista.com] 2021-08-02: The unemployment rate in the US declined by 0.5 percentage points to 5.4% in July 2021. [Source: www.bls.gov];\"]"}
-{"batch_x": [6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568], "batch_y": [4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316], "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]], "batch_text": "[\"Available facts are as follows: 2021-09-20: The United States Department of Labor (USDOL) provides workforce training and education at no cost to eligible individuals under the TAA program. [Source]; Claims for unemployment insurance (UI) benefits rose sharply during the coronavirus disease 2019 pandemic in the United States. [Source]; The State's area unemployment rates rely in part on the results of the Local Area Unemployment Statistics (LAUS) program. [Source]; States have paid out $175 billion in unemployment benefits since the start of the pandemic, with the federal government providing an additional $660 billion. [Source]; Transfer receipts decreased in every state, ranging from –$2.5 billion in the District of Columbia to –$185.6 billion. [Source]; Poverty in the U.S. increased in 2020 as the coronavirus pandemic hammered the economy and unemployment soared. [Source]; The U.S. Black unemployment rate has historically held at roughly double the rate of the overall unemployment rate. [Source]; The Work Opportunity Tax Credit provides a 25% rate applies to wages for certain employees. [Source]; Iowa's Labor Force Participation Rate measures the percentage of the labor force that is employed or actively seeking employment. [Source] 2021-09-13: In 2022, the unemployment rate in Alachua County, Florida was 2.8%, compared to 2.9% in Florida overall. [Source: www.flhealthcharts.gov]; The Current Population Survey (CPS) is used to calculate monthly unemployment rate estimates in the US. [Source: www.census.gov]; The US Bureau of Labor Statistics (BLS) provides data on employment and unemployment. [Source: www.bls.gov] 2021-09-06: The national unemployment rate in the US has increased, with a rate of 13% at its peak during the pandemic. [Source: www.ncbi.nlm.nih.gov]; The US agriculture sector received an estimated $35 billion in COVID-19 relief funds, including Federal Pandemic Unemployment Compensation (FPUC) for farm households that lost off-farm wages. [Source: www.ers.usda.gov]; Clean energy jobs in the US increased by 3.9% nationally, with growth in every state. [Source: www.energy.gov]; The union membership rate in the US was 10.4% as of 2020, with Latino workers experiencing higher unemployment rates. [Source: latino.ucla.edu]; Hawaii had a lower rate of unemployment than the nation, but the statewide shutdown and pandemic led to a higher rate of 8.1% in 2020. [Source: www.dol.gov] 2021-08-30: The unemployment rate in the United States dropped from 5.4% to 5.2% in August 2021, with employment rising by 235,000. [Source: blog.dol.gov]; The balance in New York's UI trust fund account at the U.S. Treasury was $2.65 billion on January 1, 2020, the highest in the State's history. [Source: www.osc.ny.gov]; The United States unemployment rate is a measure of the number of persons who are actively seeking work as a percentage of the total labor force. [Source: www.myfxbook.com];\"\n \"Available facts are as follows: 2021-09-20: The United States Department of Labor (USDOL) provides workforce training and education at no cost to eligible individuals under the TAA program. [Source]; Claims for unemployment insurance (UI) benefits rose sharply during the coronavirus disease 2019 pandemic in the United States. [Source]; The State's area unemployment rates rely in part on the results of the Local Area Unemployment Statistics (LAUS) program. [Source]; States have paid out $175 billion in unemployment benefits since the start of the pandemic, with the federal government providing an additional $660 billion. [Source]; Transfer receipts decreased in every state, ranging from –$2.5 billion in the District of Columbia to –$185.6 billion. [Source]; Poverty in the U.S. increased in 2020 as the coronavirus pandemic hammered the economy and unemployment soared. [Source]; The U.S. Black unemployment rate has historically held at roughly double the rate of the overall unemployment rate. [Source]; The Work Opportunity Tax Credit provides a 25% rate applies to wages for certain employees. [Source]; Iowa's Labor Force Participation Rate measures the percentage of the labor force that is employed or actively seeking employment. [Source] 2021-09-13: In 2022, the unemployment rate in Alachua County, Florida was 2.8%, compared to 2.9% in Florida overall. [Source: www.flhealthcharts.gov]; The Current Population Survey (CPS) is used to calculate monthly unemployment rate estimates in the US. [Source: www.census.gov]; The US Bureau of Labor Statistics (BLS) provides data on employment and unemployment. [Source: www.bls.gov] 2021-09-06: The national unemployment rate in the US has increased, with a rate of 13% at its peak during the pandemic. [Source: www.ncbi.nlm.nih.gov]; The US agriculture sector received an estimated $35 billion in COVID-19 relief funds, including Federal Pandemic Unemployment Compensation (FPUC) for farm households that lost off-farm wages. [Source: www.ers.usda.gov]; Clean energy jobs in the US increased by 3.9% nationally, with growth in every state. [Source: www.energy.gov]; The union membership rate in the US was 10.4% as of 2020, with Latino workers experiencing higher unemployment rates. [Source: latino.ucla.edu]; Hawaii had a lower rate of unemployment than the nation, but the statewide shutdown and pandemic led to a higher rate of 8.1% in 2020. [Source: www.dol.gov] 2021-08-30: The unemployment rate in the United States dropped from 5.4% to 5.2% in August 2021, with employment rising by 235,000. [Source: blog.dol.gov]; The balance in New York's UI trust fund account at the U.S. Treasury was $2.65 billion on January 1, 2020, the highest in the State's history. [Source: www.osc.ny.gov]; The United States unemployment rate is a measure of the number of persons who are actively seeking work as a percentage of the total labor force. [Source: www.myfxbook.com];\"]"}
-{"batch_x": [6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863], "batch_y": [3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284], "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]], "batch_text": "['Available facts are as follows: 2021-10-25: The unemployment rate in the United States more than doubled from 3.7% to 8.3% during the pandemic. [Source: www.prosperity.com]; The unemployment compensation system in the United States is jointly managed by the federal government and each individual state government. [Source: www.investopedia.com]; Michigan\\'s labor force has been shrinking, with a pandemic-related employment decline of 9.3% compared to the United States\\' decline of 6.1%. [Source: crcmich.org]; The 2021 State of the Northwest Arkansas Region Report compares Northwest Arkansas with other regions in areas such as gross domestic product, employment, unemployment, and more. [Source: cber.uark.edu]; The Hispanic unemployment rate is 1.6 percentage points higher than the overall U.S. unemployment rate. [Source: rsmus.com] 2021-10-18: The unemployment rate in West Virginia has reached an all-time low [Source: governor.wv.gov].; New York State\\'s seasonally adjusted unemployment rate decreased in September 2021 [Source: dol.ny.gov].; The labor force participation for adult Hispanic women was 57.7% and unemployment was 5.6% in September 2021 [Source: blog.dol.gov].; Tennessee\\'s unemployment rate dropped in September 2021, with a year-to-year comparison showing a 3 percentage point decrease [Source: www.tn.gov]. 2021-10-11: The unemployment rate peaked at 18.5% for Black individuals during the COVID-19 pandemic. [Source: www.ncbi.nlm.nih.gov]; The U.S. unemployment rate decreased by 0.4 percentage points in September 2021, from 5.2% to 4.8%. [Source: www.brookings.edu]; The \"real\" unemployment rate is estimated to be 8.2%, higher than the headline U3 unemployment rate of 4.8%. [Source: realeconomy.rsmus.com]; Median household income in the U.S. for 2020 was $67,521, 2.9% lower than in 2019. [Source: www.azeconomy.org] 2021-10-04: The unemployment rate in the U.S. transportation sector was 5.7 percent (not seasonally adjusted) in September 2021. [Source: www.bts.gov]; The U.S. unemployment rate was 4.8% in September 2021, with 194,000 jobs added to the economy. [Source: blog.dol.gov]; The states run the basic unemployment insurance (UI) program, although the U.S. Department of Labor oversees the system. [Source: www.cbpp.org];'\n 'Available facts are as follows: 2021-10-25: The unemployment rate in the United States more than doubled from 3.7% to 8.3% during the pandemic. [Source: www.prosperity.com]; The unemployment compensation system in the United States is jointly managed by the federal government and each individual state government. [Source: www.investopedia.com]; Michigan\\'s labor force has been shrinking, with a pandemic-related employment decline of 9.3% compared to the United States\\' decline of 6.1%. [Source: crcmich.org]; The 2021 State of the Northwest Arkansas Region Report compares Northwest Arkansas with other regions in areas such as gross domestic product, employment, unemployment, and more. [Source: cber.uark.edu]; The Hispanic unemployment rate is 1.6 percentage points higher than the overall U.S. unemployment rate. [Source: rsmus.com] 2021-10-18: The unemployment rate in West Virginia has reached an all-time low [Source: governor.wv.gov].; New York State\\'s seasonally adjusted unemployment rate decreased in September 2021 [Source: dol.ny.gov].; The labor force participation for adult Hispanic women was 57.7% and unemployment was 5.6% in September 2021 [Source: blog.dol.gov].; Tennessee\\'s unemployment rate dropped in September 2021, with a year-to-year comparison showing a 3 percentage point decrease [Source: www.tn.gov]. 2021-10-11: The unemployment rate peaked at 18.5% for Black individuals during the COVID-19 pandemic. [Source: www.ncbi.nlm.nih.gov]; The U.S. unemployment rate decreased by 0.4 percentage points in September 2021, from 5.2% to 4.8%. [Source: www.brookings.edu]; The \"real\" unemployment rate is estimated to be 8.2%, higher than the headline U3 unemployment rate of 4.8%. [Source: realeconomy.rsmus.com]; Median household income in the U.S. for 2020 was $67,521, 2.9% lower than in 2019. [Source: www.azeconomy.org] 2021-10-04: The unemployment rate in the U.S. transportation sector was 5.7 percent (not seasonally adjusted) in September 2021. [Source: www.bts.gov]; The U.S. unemployment rate was 4.8% in September 2021, with 194,000 jobs added to the economy. [Source: blog.dol.gov]; The states run the basic unemployment insurance (UI) program, although the U.S. Department of Labor oversees the system. [Source: www.cbpp.org];']"}
-{"batch_x": [5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316], "batch_y": [3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2021-11-22: The unemployment rate in the US was 9.7% in 2018, and unemployment and productivity loss accounted for nearly $96 billion of the total societal cost of attention-deficit/hyperactivity disorder (ADHD) [Source: www.jmcp.org].; In October 2021, government social benefits, including unemployment insurance, decreased [Source: www.bea.gov]. 2021-11-15: The overall unemployment rate in the United States averaged 8.1 percent in 2020, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate in the United States was 3.6 percent as of November 2021. [Source: dlt.ri.gov] 2021-11-08: The veteran unemployment rate (18 years and older, seasonally adjusted) peaked at 11.9% in April 2020. [Source: blog.dol.gov]; The unemployment rate in the U.S. transportation sector was 5.1 percent (not seasonally adjusted) in October 2021. [Source: www.bts.gov]; The U.S. U6 Unemployment Rate was 7.4% as of November 12, 2021. [Source: www.investing.com]; The overall unemployment rate increased during the COVID-19 pandemic, causing economic instability for many families. [Source: www.federalreserve.gov] 2021-11-01: The Federal Pandemic Unemployment Compensation (FPUC) program added a weekly supplement of $600 to the amount individuals received in state unemployment. [Source: www.pandemicoversight.gov]; In October 2021, 531,000 jobs were added, and the unemployment rate edged down to 4.6%. [Source: www.bls.gov]; The employment rates are on the rise, and America's workforce is finding jobs. [Source: blog.dol.gov]; States have extensive flexibility in designing their unemployment insurance systems. [Source: www.brookings.edu]; The number of people 75 and older in the labor force is expected to increase. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2021-11-22: The unemployment rate in the US was 9.7% in 2018, and unemployment and productivity loss accounted for nearly $96 billion of the total societal cost of attention-deficit/hyperactivity disorder (ADHD) [Source: www.jmcp.org].; In October 2021, government social benefits, including unemployment insurance, decreased [Source: www.bea.gov]. 2021-11-15: The overall unemployment rate in the United States averaged 8.1 percent in 2020, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate in the United States was 3.6 percent as of November 2021. [Source: dlt.ri.gov] 2021-11-08: The veteran unemployment rate (18 years and older, seasonally adjusted) peaked at 11.9% in April 2020. [Source: blog.dol.gov]; The unemployment rate in the U.S. transportation sector was 5.1 percent (not seasonally adjusted) in October 2021. [Source: www.bts.gov]; The U.S. U6 Unemployment Rate was 7.4% as of November 12, 2021. [Source: www.investing.com]; The overall unemployment rate increased during the COVID-19 pandemic, causing economic instability for many families. [Source: www.federalreserve.gov] 2021-11-01: The Federal Pandemic Unemployment Compensation (FPUC) program added a weekly supplement of $600 to the amount individuals received in state unemployment. [Source: www.pandemicoversight.gov]; In October 2021, 531,000 jobs were added, and the unemployment rate edged down to 4.6%. [Source: www.bls.gov]; The employment rates are on the rise, and America's workforce is finding jobs. [Source: blog.dol.gov]; States have extensive flexibility in designing their unemployment insurance systems. [Source: www.brookings.edu]; The number of people 75 and older in the labor force is expected to increase. [Source: www.bls.gov];\"]"}
-{"batch_x": [5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716], "batch_y": [4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284], "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]], "batch_text": "['Available facts are as follows: 2021-12-20: The US labor force participation rate is now close to what one would expect, given the current unemployment rate and the current age structure of the population. [Source: www.bostonfed.org]; The unemployment rate in the US has decreased, with 4764 fatal work injuries recorded in 2020, a 10.7-percent decrease from 5333 in 2019. [Source: www.bls.gov]; The European Union Labour Force Survey (EU LFS) conducts a large household sample survey in all Member States of the European Union. [Source: www.cedefop.europa.eu]; In Jordan, the country\\'s unemployment rate remains at 24.8%, with women and youth having higher unemployment rates. [Source: www.worldbank.org]; Austin had the 11th lowest rate of unemployment in October, according to data from the U.S. Bureau of Labor Statistics. [Source: www.austinchamber.com] 2021-12-13: The unemployment rate for American Indians and Alaska Natives was 7.9% in December 2021, according to the U.S. Bureau of Labor Statistics. [Source]; 12 states set all-time low unemployment rates in December 2021, according to the U.S. Bureau of Labor Statistics. [Source]; Idaho experienced growth in all six of its regions in 2021, with all sectors of the economy adding employment, and unemployment rates continued to decline. [Source] 2021-12-06: The unemployment rate in the United States jumped from 5.3% to a higher rate during the COVID-19 pandemic. [Source: www.ncbi.nlm.nih.gov]; The QCEW (Quarterly Census of Employment and Wages) reflects 95% of jobs in the United States and is produced by the BLS using state and federal unemployment insurance records. [Source: www.ncbi.nlm.nih.gov]; The employment data from the QCEW shows that healthcare employment is resilient and \"recession-proof\". [Source: www.ncbi.nlm.nih.gov]; The unemployment rate decreased, and the price of gas at the pump has already begun to decrease as of December 9, 2021. [Source: www.whitehouse.gov]; Educational instruction and library occupations made up over a third of local government jobs in the United States. [Source: www.bls.gov] 2021-11-29: Total nonfarm payroll employment rose by 210,000 in November, and the unemployment rate fell by 0.4 percentage point to 4.2 percent. [Source: www.bls.gov]; The unemployment rate had declined by 1.04 percentage points since January 2021. [Source: www.whitehouse.gov]; In the pandemic recession, the jobless unemployment rate reached its 4.9% peak in November 2020. [Source: www.frbsf.org];'\n 'Available facts are as follows: 2021-12-20: The US labor force participation rate is now close to what one would expect, given the current unemployment rate and the current age structure of the population. [Source: www.bostonfed.org]; The unemployment rate in the US has decreased, with 4764 fatal work injuries recorded in 2020, a 10.7-percent decrease from 5333 in 2019. [Source: www.bls.gov]; The European Union Labour Force Survey (EU LFS) conducts a large household sample survey in all Member States of the European Union. [Source: www.cedefop.europa.eu]; In Jordan, the country\\'s unemployment rate remains at 24.8%, with women and youth having higher unemployment rates. [Source: www.worldbank.org]; Austin had the 11th lowest rate of unemployment in October, according to data from the U.S. Bureau of Labor Statistics. [Source: www.austinchamber.com] 2021-12-13: The unemployment rate for American Indians and Alaska Natives was 7.9% in December 2021, according to the U.S. Bureau of Labor Statistics. [Source]; 12 states set all-time low unemployment rates in December 2021, according to the U.S. Bureau of Labor Statistics. [Source]; Idaho experienced growth in all six of its regions in 2021, with all sectors of the economy adding employment, and unemployment rates continued to decline. [Source] 2021-12-06: The unemployment rate in the United States jumped from 5.3% to a higher rate during the COVID-19 pandemic. [Source: www.ncbi.nlm.nih.gov]; The QCEW (Quarterly Census of Employment and Wages) reflects 95% of jobs in the United States and is produced by the BLS using state and federal unemployment insurance records. [Source: www.ncbi.nlm.nih.gov]; The employment data from the QCEW shows that healthcare employment is resilient and \"recession-proof\". [Source: www.ncbi.nlm.nih.gov]; The unemployment rate decreased, and the price of gas at the pump has already begun to decrease as of December 9, 2021. [Source: www.whitehouse.gov]; Educational instruction and library occupations made up over a third of local government jobs in the United States. [Source: www.bls.gov] 2021-11-29: Total nonfarm payroll employment rose by 210,000 in November, and the unemployment rate fell by 0.4 percentage point to 4.2 percent. [Source: www.bls.gov]; The unemployment rate had declined by 1.04 percentage points since January 2021. [Source: www.whitehouse.gov]; In the pandemic recession, the jobless unemployment rate reached its 4.9% peak in November 2020. [Source: www.frbsf.org];']"}
-{"batch_x": [6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432], "batch_y": [4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2022-01-24: The seasonally-adjusted unemployment rate in Vermont declined to 2.5 percent in December 2021. [Source: labor.vermont.gov]; The unemployment rate in the United States was higher than Vermont's rate in December 2021. [Source: labor.vermont.gov]; Employment rose in all 12 of the largest counties in Virginia from June 2020 to June 2021. [Source: www.bls.gov]; The U.S. unemployment rate peaked at a historic-high 14.8 percent in April 2020. [Source: ebudget.ca.gov]; Unemployment rates vary from 1.7% in Nebraska to 6.5% in California in December 2021. [Source: www.businessinsider.com] 2022-01-17: The unemployment rate in the United States has dropped to its lowest level since 1969. [Source: www.whitehouse.gov]; In December 2021, the unemployment rate in Tennessee reached a two-year low. [Source: www.tn.gov]; STEM workers experienced lower unemployment rates than non-STEM workers during the pandemic. [Source: ncses.nsf.gov]; Unemployment among LGBTQ+ people was higher compared to non-LGBTQ+ people, with one in five LGBTQ+ people unemployed in the first quarter of 2021. [Source: www.hrc.org]; The state's unemployment rate in South Carolina remains well below the national average and has improved every month of 2021. [Source: governor.sc.gov] 2022-01-10: The US unemployment rate has been declining, with a rate of 6.0 percent in March 2021 and further decreases in December 2021. [Source: meric.mo.gov, blog.dol.gov]; State-specific unemployment rates have also declined, with Maryland's rate decreasing according to preliminary survey data, and Colorado's rate at 5.4 percent in 2021, similar to the national average. [Source: mwejobs.maryland.gov, cdle.colorado.gov]; The unemployment rate varies by race, gender, and age, with a growing racial employment gap and higher unemployment rates for LGBTQ+ individuals, particularly younger Black non-Hispanic individuals. [Source: www.brookings.edu, www.rutgers.edu] 2022-01-03: The unemployment rate in the US has dropped to 3.9% as of December 2021, with 6.4 million new jobs added in 2021. [Source: blog.dol.gov]; Rural counties with persistent poverty have seen their unemployment rates return to pre-pandemic levels. [Source: www.ers.usda.gov];\"\n \"Available facts are as follows: 2022-01-24: The seasonally-adjusted unemployment rate in Vermont declined to 2.5 percent in December 2021. [Source: labor.vermont.gov]; The unemployment rate in the United States was higher than Vermont's rate in December 2021. [Source: labor.vermont.gov]; Employment rose in all 12 of the largest counties in Virginia from June 2020 to June 2021. [Source: www.bls.gov]; The U.S. unemployment rate peaked at a historic-high 14.8 percent in April 2020. [Source: ebudget.ca.gov]; Unemployment rates vary from 1.7% in Nebraska to 6.5% in California in December 2021. [Source: www.businessinsider.com] 2022-01-17: The unemployment rate in the United States has dropped to its lowest level since 1969. [Source: www.whitehouse.gov]; In December 2021, the unemployment rate in Tennessee reached a two-year low. [Source: www.tn.gov]; STEM workers experienced lower unemployment rates than non-STEM workers during the pandemic. [Source: ncses.nsf.gov]; Unemployment among LGBTQ+ people was higher compared to non-LGBTQ+ people, with one in five LGBTQ+ people unemployed in the first quarter of 2021. [Source: www.hrc.org]; The state's unemployment rate in South Carolina remains well below the national average and has improved every month of 2021. [Source: governor.sc.gov] 2022-01-10: The US unemployment rate has been declining, with a rate of 6.0 percent in March 2021 and further decreases in December 2021. [Source: meric.mo.gov, blog.dol.gov]; State-specific unemployment rates have also declined, with Maryland's rate decreasing according to preliminary survey data, and Colorado's rate at 5.4 percent in 2021, similar to the national average. [Source: mwejobs.maryland.gov, cdle.colorado.gov]; The unemployment rate varies by race, gender, and age, with a growing racial employment gap and higher unemployment rates for LGBTQ+ individuals, particularly younger Black non-Hispanic individuals. [Source: www.brookings.edu, www.rutgers.edu] 2022-01-03: The unemployment rate in the US has dropped to 3.9% as of December 2021, with 6.4 million new jobs added in 2021. [Source: blog.dol.gov]; Rural counties with persistent poverty have seen their unemployment rates return to pre-pandemic levels. [Source: www.ers.usda.gov];\"]"}
-{"batch_x": [5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568], "batch_y": [3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316], "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]], "batch_text": "[\"Available facts are as follows: 2022-02-21: The U.S. unemployment rate was 4.0% as of 2022, with a higher rate for Black nonveterans. [Source: blog.dol.gov]; The U.S. economy saw strong growth in 2021, with real gross domestic product (GDP) growing faster than in previous years. [Source: www.whitehouse.gov] 2022-02-14: The unemployment rate for high school graduates with no college was reported in February 2022. [Source: www.bls.gov]; The COVID-19 pandemic caused a spike in unemployment rates in the US, with rates increasing from February to April 2020. [Source: www.dol.gov]; The US economy grew 5.7% in 2021, the fastest rate since 1984. [Source: www.revenue.wi.gov]; The unemployment rate reached a peak of 25% in 1933 during the Great Depression. [Source: www.stlouisfed.org] 2022-02-07: The unemployment rate in the United States jumped to 9% in April 2020, with 20,008,000 unemployed and 9,346,000 unemployed for 12% or more. [Source: www.cbpp.org]; Persistently poor rural counties had a higher unemployment rate of 6% before the pandemic-driven economic downturn. [Source: www.ers.usda.gov]; Adult Black women's unemployment rate is 1.8 times their white counterparts, at 5.8%, which is the highest among women and men by race and ethnicity. [Source: blog.dol.gov]; Black immigrant men had a lower unemployment rate of 6% in 2019 compared to Black U.S.-born men at 11%. [Source: www.migrationpolicy.org] 2022-01-31: The U.S. unemployment rate was little changed at 4.0 percent in January 2022, with total nonfarm payroll employment rising by 467,000. [Source: www.bls.gov]; The U.S. transportation sector unemployment rate increased to 4.7% in January 2022, but remains below the January 2021 rate of 9.0%. [Source: www.bts.gov]; County-level per capita income and county-level unemployment rates were positively associated with county-level COVID-19 vaccination rates across the U.S. [Source: www.ncbi.nlm.nih.gov];\"\n \"Available facts are as follows: 2022-02-21: The U.S. unemployment rate was 4.0% as of 2022, with a higher rate for Black nonveterans. [Source: blog.dol.gov]; The U.S. economy saw strong growth in 2021, with real gross domestic product (GDP) growing faster than in previous years. [Source: www.whitehouse.gov] 2022-02-14: The unemployment rate for high school graduates with no college was reported in February 2022. [Source: www.bls.gov]; The COVID-19 pandemic caused a spike in unemployment rates in the US, with rates increasing from February to April 2020. [Source: www.dol.gov]; The US economy grew 5.7% in 2021, the fastest rate since 1984. [Source: www.revenue.wi.gov]; The unemployment rate reached a peak of 25% in 1933 during the Great Depression. [Source: www.stlouisfed.org] 2022-02-07: The unemployment rate in the United States jumped to 9% in April 2020, with 20,008,000 unemployed and 9,346,000 unemployed for 12% or more. [Source: www.cbpp.org]; Persistently poor rural counties had a higher unemployment rate of 6% before the pandemic-driven economic downturn. [Source: www.ers.usda.gov]; Adult Black women's unemployment rate is 1.8 times their white counterparts, at 5.8%, which is the highest among women and men by race and ethnicity. [Source: blog.dol.gov]; Black immigrant men had a lower unemployment rate of 6% in 2019 compared to Black U.S.-born men at 11%. [Source: www.migrationpolicy.org] 2022-01-31: The U.S. unemployment rate was little changed at 4.0 percent in January 2022, with total nonfarm payroll employment rising by 467,000. [Source: www.bls.gov]; The U.S. transportation sector unemployment rate increased to 4.7% in January 2022, but remains below the January 2021 rate of 9.0%. [Source: www.bts.gov]; County-level per capita income and county-level unemployment rates were positively associated with county-level COVID-19 vaccination rates across the U.S. [Source: www.ncbi.nlm.nih.gov];\"]"}
-{"batch_x": [5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284], "batch_y": [3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316], "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]], "batch_text": "[\"Available facts are as follows: 2022-03-21: The unemployment rate in the US has dropped to 3.8%, its lowest level since before the pandemic. [Source: www.theguardian.com]; Racial disparities in unemployment are a persistent feature of the US labor market. [Source: www.epi.org]; Women's labor force participation has declined due to the pandemic, with an unemployment rate of 8.3%. [Source: www.bls.gov] 2022-03-14: The unemployment rate in the United States was high in January, with New Jersey having one of the highest rates, and New York City's unemployment rate being double the U.S. average. [Source: njbia.org, www.bloomberg.com]; Black workers in Illinois face higher unemployment rates than other Black workers in the nation and than their white peers in Illinois. [Source: www.illinoispolicy.org]; Immigrants experienced a higher unemployment rate spike during the COVID-19 pandemic compared to U.S.-born workers. [Source: immresearch.org] 2022-03-07: The unemployment rate in the United States jumped from a decade-low 3.5% to a higher rate during the COVID-19 pandemic, with low-income workers and racial minority groups being disproportionately affected. [Source: www.mathematica.org]; The unemployment rate, adjusted to US concepts, was 4.2% in Canada in February 2022, 0.4 percentage points higher than in the United States (3.8%). [Source: www150.statcan.gc.ca]; The United States had an unemployment rate of 3.5% in 2023, with variations across states and demographic groups. [Source: genderdata.worldbank.org] 2022-02-28: The unemployment rate in the US has been decreasing, with a two-year low of 3.8% in February 2022. [Source: www.reuters.com]; In 2021, annual average unemployment rates decreased in 49 states and the District of Columbia. [Source: www.bls.gov]; West Virginia has broken its record for the lowest unemployment rate in state history for the 4th consecutive month. [Source: governor.wv.gov]; The unemployment rate for Black women was 5.8% and for Hispanic women it was 4.9% in January 2022. [Source: blog.dol.gov];\"\n \"Available facts are as follows: 2022-03-21: The unemployment rate in the US has dropped to 3.8%, its lowest level since before the pandemic. [Source: www.theguardian.com]; Racial disparities in unemployment are a persistent feature of the US labor market. [Source: www.epi.org]; Women's labor force participation has declined due to the pandemic, with an unemployment rate of 8.3%. [Source: www.bls.gov] 2022-03-14: The unemployment rate in the United States was high in January, with New Jersey having one of the highest rates, and New York City's unemployment rate being double the U.S. average. [Source: njbia.org, www.bloomberg.com]; Black workers in Illinois face higher unemployment rates than other Black workers in the nation and than their white peers in Illinois. [Source: www.illinoispolicy.org]; Immigrants experienced a higher unemployment rate spike during the COVID-19 pandemic compared to U.S.-born workers. [Source: immresearch.org] 2022-03-07: The unemployment rate in the United States jumped from a decade-low 3.5% to a higher rate during the COVID-19 pandemic, with low-income workers and racial minority groups being disproportionately affected. [Source: www.mathematica.org]; The unemployment rate, adjusted to US concepts, was 4.2% in Canada in February 2022, 0.4 percentage points higher than in the United States (3.8%). [Source: www150.statcan.gc.ca]; The United States had an unemployment rate of 3.5% in 2023, with variations across states and demographic groups. [Source: genderdata.worldbank.org] 2022-02-28: The unemployment rate in the US has been decreasing, with a two-year low of 3.8% in February 2022. [Source: www.reuters.com]; In 2021, annual average unemployment rates decreased in 49 states and the District of Columbia. [Source: www.bls.gov]; West Virginia has broken its record for the lowest unemployment rate in state history for the 4th consecutive month. [Source: governor.wv.gov]; The unemployment rate for Black women was 5.8% and for Hispanic women it was 4.9% in January 2022. [Source: blog.dol.gov];\"]"}
-{"batch_x": [4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284], "batch_y": [3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2022-04-25: The seasonally adjusted civilian unemployment rate is computed by the Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for formerly incarcerated persons is 27%, exponentially higher than the overall United States unemployment rate. [Source: www.whitehouse.gov]; The unemployment rate for recent high school graduates not enrolled in college is higher than those enrolled in college. [Source: www.bls.gov]; The unemployment rate of people with disabilities is ten times greater than the national unemployment rate. [Source: gcd.ri.gov]; There are currently over 10 million jobs open in the U.S., yet only around 6 million unemployed workers. [Source: www.uschamber.com] 2022-04-18: The US unemployment rate jumped at the onset of the pandemic, but then fell steadily, and by the fourth quarter of 2021 was once again lower than in the euro area. [Source: www.whitehouse.gov]; The State's area unemployment rates rely in part on the results of the Current Population Survey (CPS) and the Current Employment Statistics (CES) survey. [Source: dol.ny.gov]; The unemployment rate dropped to 5.8% by December 2021, returning to the same rate the city had reported just before the pandemic. [Source: www.pewtrusts.org] 2022-04-11: The seasonally adjusted unemployment rate for the United States decreased by 0.2 of a percentage point to 3.6% in March 2022. [Source: www.tn.gov]; The unemployment rate is lower for college graduates than for workers without a bachelor's degree, and that gap widened as a result of the coronavirus pandemic. [Source: www.pewresearch.org]; The number of unemployed decreased by 38,300, and employment rose 150,000 in April 2022. [Source: centerforjobs.org] 2022-04-04: The unemployment rate for formerly incarcerated people is over 27 percent, higher than the total U.S. unemployment rate. [Source: cops.usdoj.gov]; High unemployment rates among low-income individuals contribute to food insecurity in the United States. [Source: health.gov]; The U.S. Bureau of Labor Statistics provides comprehensive information on employment and unemployment rates classified by age, sex, race, and ethnic origin. [Source: www.bls.gov]; In April 2020, the U.S. unemployment rate surged due to the COVID-19 pandemic and response. [Source: www.healthaffairs.org]; The state unemployment rate in Massachusetts reached 1.71% in 2020. [Source: www.boston.gov]; Unemployment rate data is updated monthly and PCMI (Per Capita Market Income) is used to determine economic distress areas. [Source: crsreports.congress.gov]; Canada's unemployment rate is the lowest in nearly five decades. [Source: realeconomy.rsmus.com]; The peak unemployment rates during recessions in the U.S. since World War II have varied, with the highest being 10.8% in 1982. [Source: www.statista.com]; Oklahoma's unemployment rate peaked at 12.6% in April 2020 and decreased over the rest of the year. [Source: oklahoma.gov];\"\n \"Available facts are as follows: 2022-04-25: The seasonally adjusted civilian unemployment rate is computed by the Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for formerly incarcerated persons is 27%, exponentially higher than the overall United States unemployment rate. [Source: www.whitehouse.gov]; The unemployment rate for recent high school graduates not enrolled in college is higher than those enrolled in college. [Source: www.bls.gov]; The unemployment rate of people with disabilities is ten times greater than the national unemployment rate. [Source: gcd.ri.gov]; There are currently over 10 million jobs open in the U.S., yet only around 6 million unemployed workers. [Source: www.uschamber.com] 2022-04-18: The US unemployment rate jumped at the onset of the pandemic, but then fell steadily, and by the fourth quarter of 2021 was once again lower than in the euro area. [Source: www.whitehouse.gov]; The State's area unemployment rates rely in part on the results of the Current Population Survey (CPS) and the Current Employment Statistics (CES) survey. [Source: dol.ny.gov]; The unemployment rate dropped to 5.8% by December 2021, returning to the same rate the city had reported just before the pandemic. [Source: www.pewtrusts.org] 2022-04-11: The seasonally adjusted unemployment rate for the United States decreased by 0.2 of a percentage point to 3.6% in March 2022. [Source: www.tn.gov]; The unemployment rate is lower for college graduates than for workers without a bachelor's degree, and that gap widened as a result of the coronavirus pandemic. [Source: www.pewresearch.org]; The number of unemployed decreased by 38,300, and employment rose 150,000 in April 2022. [Source: centerforjobs.org] 2022-04-04: The unemployment rate for formerly incarcerated people is over 27 percent, higher than the total U.S. unemployment rate. [Source: cops.usdoj.gov]; High unemployment rates among low-income individuals contribute to food insecurity in the United States. [Source: health.gov]; The U.S. Bureau of Labor Statistics provides comprehensive information on employment and unemployment rates classified by age, sex, race, and ethnic origin. [Source: www.bls.gov]; In April 2020, the U.S. unemployment rate surged due to the COVID-19 pandemic and response. [Source: www.healthaffairs.org]; The state unemployment rate in Massachusetts reached 1.71% in 2020. [Source: www.boston.gov]; Unemployment rate data is updated monthly and PCMI (Per Capita Market Income) is used to determine economic distress areas. [Source: crsreports.congress.gov]; Canada's unemployment rate is the lowest in nearly five decades. [Source: realeconomy.rsmus.com]; The peak unemployment rates during recessions in the U.S. since World War II have varied, with the highest being 10.8% in 1982. [Source: www.statista.com]; Oklahoma's unemployment rate peaked at 12.6% in April 2020 and decreased over the rest of the year. [Source: oklahoma.gov];\"]"}
-{"batch_x": [4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316], "batch_y": [3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316], "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]], "batch_text": "['Available facts are as follows: 2022-05-23: The unemployment rate in the United States was 3.5% in February 2020, and it has remained steady at a historically low 3.6% as of May 2022. [Source: www.cbpp.org, news.gallup.com]; The Local Area Unemployment Statistics (LAUS) program provides estimated labor force, employment, unemployment, and unemployment rates for geographic regions and the United States. [Source: www.bls.gov, ohiolmi.com]; In 2021, the average annual unemployment rate in Pierce County was 6.1%, down from 7.2% in 2020. [Source: esd.wa.gov]; The unemployment rate among those with a disability in 2021 was 10.1%. [Source: www.americanprogress.org] 2022-05-16: The US unemployment rate was 3.6% in April 2022 [Source: www.mckinsey.com] and 3.6% in March 2022 [Source: www.ofce.sciences-po.fr]. The national unemployment rate hit 14.7% in April 2020 and remained at more than 7% for several months [Source: www.ncbi.nlm.nih.gov]. 2022-05-09: In 2021, individuals with higher educational attainment had lower unemployment rates and higher earnings, according to the U.S. Bureau of Labor Statistics. [Source]; The unemployment rate for formerly incarcerated persons (FIPs) is estimated to be high, with a 2008 study suggesting a rate of around 27%. [Source]; As of May 2022, the job openings rate was 6.9%, and the unemployment rate was 3.6%, according to the U.S. Bureau of Labor Statistics. [Source]; State-level jobs and unemployment data for May 2022 showed varying rates of unemployment across different states, with Maryland having a preliminary unemployment rate of 3.8%. [Source]; The labor market is approaching its pre-pandemic state, with state unemployment rates varying by race and ethnicity, according to the Economic Policy Institute. [Source] 2022-05-02: The unemployment rate in the U.S. transportation sector was 3.6% (not seasonally adjusted) in April 2022. [Source: www.bts.gov]; The American economy added 428,000 jobs in April 2022, and the unemployment rate was 3.6 percent, unchanged from March. [Source: blog.dol.gov]; The unemployment rate held steady at 3.6 percent, and the labor force participation rate fell from 62.4 percent to 62.2 percent. [Source: www.whitehouse.gov];'\n 'Available facts are as follows: 2022-05-23: The unemployment rate in the United States was 3.5% in February 2020, and it has remained steady at a historically low 3.6% as of May 2022. [Source: www.cbpp.org, news.gallup.com]; The Local Area Unemployment Statistics (LAUS) program provides estimated labor force, employment, unemployment, and unemployment rates for geographic regions and the United States. [Source: www.bls.gov, ohiolmi.com]; In 2021, the average annual unemployment rate in Pierce County was 6.1%, down from 7.2% in 2020. [Source: esd.wa.gov]; The unemployment rate among those with a disability in 2021 was 10.1%. [Source: www.americanprogress.org] 2022-05-16: The US unemployment rate was 3.6% in April 2022 [Source: www.mckinsey.com] and 3.6% in March 2022 [Source: www.ofce.sciences-po.fr]. The national unemployment rate hit 14.7% in April 2020 and remained at more than 7% for several months [Source: www.ncbi.nlm.nih.gov]. 2022-05-09: In 2021, individuals with higher educational attainment had lower unemployment rates and higher earnings, according to the U.S. Bureau of Labor Statistics. [Source]; The unemployment rate for formerly incarcerated persons (FIPs) is estimated to be high, with a 2008 study suggesting a rate of around 27%. [Source]; As of May 2022, the job openings rate was 6.9%, and the unemployment rate was 3.6%, according to the U.S. Bureau of Labor Statistics. [Source]; State-level jobs and unemployment data for May 2022 showed varying rates of unemployment across different states, with Maryland having a preliminary unemployment rate of 3.8%. [Source]; The labor market is approaching its pre-pandemic state, with state unemployment rates varying by race and ethnicity, according to the Economic Policy Institute. [Source] 2022-05-02: The unemployment rate in the U.S. transportation sector was 3.6% (not seasonally adjusted) in April 2022. [Source: www.bts.gov]; The American economy added 428,000 jobs in April 2022, and the unemployment rate was 3.6 percent, unchanged from March. [Source: blog.dol.gov]; The unemployment rate held steady at 3.6 percent, and the labor force participation rate fell from 62.4 percent to 62.2 percent. [Source: www.whitehouse.gov];']"}
-{"batch_x": [3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284], "batch_y": [3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316], "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]], "batch_text": "[\"Available facts are as follows: 2022-06-20: The national unemployment rate in the United States has returned to end-2019 levels, around 4.2% as of October 2021. [Source: www.imf.org]; The unemployment rate increased from 3.8% in January 2019 to 14.2% in April 2020 and declined to 4.2% as of October 2021. [Source: www.ncbi.nlm.nih.gov] 2022-06-13: The unemployment rate in the U.S. transportation sector was 4.1% (not seasonally adjusted) in June 2022 according to Bureau of Labor Statistics (BLS) data. [Source: www.bts.gov]; The number of permanent job losers at 1.3 million in June 2022. [Source: www.bls.gov]; Tennessee's Labor Force Participation rate increased, with the number of citizens employed rising by nearly 15,000 workers to 3,293,564. [Source: www.tn.gov]; New Hampshire's unemployment rate was 2.0% in April 2022, lower than the U.S. unemployment rate of 4.0%. [Source: www.nhes.nh.gov] 2022-06-06: The U.S. labor market showed improvement in 2021, but the COVID-19 pandemic resulted in steep job losses and pushed the unemployment rate to a high of 13.0 percent. [Source: www.bls.gov]; The unemployment rate for the foreign-born (3.1 percent) was lower than that of the native-born (3.8 percent) in 2019. [Source: www.bls.gov]; The unemployment rate in the United States has been steadily dropping since 2015, but increased to 8.1% in 2020 due to the pandemic. [Source: www.globaldata.com]; Homeowner vacancy rate is 0.8 ±0.1, and rental vacancy rate is not specified. [Source: data.census.gov] 2022-05-30: The unemployment rate in the U.S. transportation sector was 4.5% (not seasonally adjusted) in May 2022 according to Bureau of Labor Statistics (BLS) data. [Source: www.bts.gov]; The unemployment rate in New York City was much larger than the rest of the state, which reached its February 2020 rate of 4.0%. [Source: www.osc.ny.gov]; The U.S. unemployment rate reached a historic low that was close to estimates of its underlying longer-run value before the pandemic. [Source: www.frbsf.org];\"\n \"Available facts are as follows: 2022-06-20: The national unemployment rate in the United States has returned to end-2019 levels, around 4.2% as of October 2021. [Source: www.imf.org]; The unemployment rate increased from 3.8% in January 2019 to 14.2% in April 2020 and declined to 4.2% as of October 2021. [Source: www.ncbi.nlm.nih.gov] 2022-06-13: The unemployment rate in the U.S. transportation sector was 4.1% (not seasonally adjusted) in June 2022 according to Bureau of Labor Statistics (BLS) data. [Source: www.bts.gov]; The number of permanent job losers at 1.3 million in June 2022. [Source: www.bls.gov]; Tennessee's Labor Force Participation rate increased, with the number of citizens employed rising by nearly 15,000 workers to 3,293,564. [Source: www.tn.gov]; New Hampshire's unemployment rate was 2.0% in April 2022, lower than the U.S. unemployment rate of 4.0%. [Source: www.nhes.nh.gov] 2022-06-06: The U.S. labor market showed improvement in 2021, but the COVID-19 pandemic resulted in steep job losses and pushed the unemployment rate to a high of 13.0 percent. [Source: www.bls.gov]; The unemployment rate for the foreign-born (3.1 percent) was lower than that of the native-born (3.8 percent) in 2019. [Source: www.bls.gov]; The unemployment rate in the United States has been steadily dropping since 2015, but increased to 8.1% in 2020 due to the pandemic. [Source: www.globaldata.com]; Homeowner vacancy rate is 0.8 ±0.1, and rental vacancy rate is not specified. [Source: data.census.gov] 2022-05-30: The unemployment rate in the U.S. transportation sector was 4.5% (not seasonally adjusted) in May 2022 according to Bureau of Labor Statistics (BLS) data. [Source: www.bts.gov]; The unemployment rate in New York City was much larger than the rest of the state, which reached its February 2020 rate of 4.0%. [Source: www.osc.ny.gov]; The U.S. unemployment rate reached a historic low that was close to estimates of its underlying longer-run value before the pandemic. [Source: www.frbsf.org];\"]"}
-{"batch_x": [3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284], "batch_y": [3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684], "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, -0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2022-07-25: Minnesota's labor force participation has declined significantly, with a 9th largest decline in the country from February 2020 to June 2022. [Source: www.epi.org]; The US unemployment rate has historically increased when the vacancy rate fell. [Source: www.piie.com]; The majority of US workers changing jobs between 2019 and Q1 2022 saw real wage gains. [Source: www.pewresearch.org]; Ten states had an estimated construction unemployment rate under 2% according to the US Bureau of Labor Statistics. [Source: www.abc.org] 2022-07-18: The average United States Labor Force Participation Rate is 70.0%. [Source: oklahoma.gov]; The unemployment rate in the United States reached 14.7% in April 2020, but recovered by August. [Source: www.financialresearch.gov]; The National Unemployment Rate and State & Local Unemployment Rates are available on the Bureau of Labor Statistics (BLS) website. [Source: www.bls.gov]; In 2019, the unemployment rate was 6.1 percent for both Black and American Indian or Alaska Native adults. [Source: home.treasury.gov] 2022-07-11: Seven states in the US set all-time unemployment rate lows in July 2022, with rates ranging from 2.8% in Georgia to 4.5% in Alaska. [Source: www.bls.gov]; The US unemployment rate has been declining, with the transportation sector unemployment rate at 4.2% in July 2022. [Source: www.bts.gov]; The OECD unemployment rate has continued to decline, with total employment returning to pre-crisis levels at the end of 2021. [Source: www.oecd-ilibrary.org] 2022-07-04: The unemployment rate in the United States has fallen steadily, standing at 3.8 percent in February 2022 and remaining at 3.6 percent for the fourth consecutive month in June 2022. [Source: www.bls.gov, blog.dol.gov];\"\n \"Available facts are as follows: 2022-07-25: Minnesota's labor force participation has declined significantly, with a 9th largest decline in the country from February 2020 to June 2022. [Source: www.epi.org]; The US unemployment rate has historically increased when the vacancy rate fell. [Source: www.piie.com]; The majority of US workers changing jobs between 2019 and Q1 2022 saw real wage gains. [Source: www.pewresearch.org]; Ten states had an estimated construction unemployment rate under 2% according to the US Bureau of Labor Statistics. [Source: www.abc.org] 2022-07-18: The average United States Labor Force Participation Rate is 70.0%. [Source: oklahoma.gov]; The unemployment rate in the United States reached 14.7% in April 2020, but recovered by August. [Source: www.financialresearch.gov]; The National Unemployment Rate and State & Local Unemployment Rates are available on the Bureau of Labor Statistics (BLS) website. [Source: www.bls.gov]; In 2019, the unemployment rate was 6.1 percent for both Black and American Indian or Alaska Native adults. [Source: home.treasury.gov] 2022-07-11: Seven states in the US set all-time unemployment rate lows in July 2022, with rates ranging from 2.8% in Georgia to 4.5% in Alaska. [Source: www.bls.gov]; The US unemployment rate has been declining, with the transportation sector unemployment rate at 4.2% in July 2022. [Source: www.bts.gov]; The OECD unemployment rate has continued to decline, with total employment returning to pre-crisis levels at the end of 2021. [Source: www.oecd-ilibrary.org] 2022-07-04: The unemployment rate in the United States has fallen steadily, standing at 3.8 percent in February 2022 and remaining at 3.6 percent for the fourth consecutive month in June 2022. [Source: www.bls.gov, blog.dol.gov];\"]"}
-{"batch_x": [4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284], "batch_y": [3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684], "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]], "batch_text": "['Available facts are as follows: 2022-08-22: The national unemployment rate in the United States has been trending downward since its peak in April 2020. [Source: www.whitehouse.gov]; The Black unemployment rate is consistently double the White unemployment rate, and job growth is not equally distributed. [Source: jeremybney.medium.com]; The US Department of Labor has awarded $70.8 million in grants to expand workforce development opportunities for low-income and unemployed individuals. [Source: www.dol.gov] 2022-08-15: The unemployment rate in the United States is at a historic low, with 528,000 jobs created in July 2022 and a matching of the lowest unemployment rate. [Source: www.whitehouse.gov]; The number of unemployed people per job opening was 0.6 in August 2022, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate in the U.S. transportation sector was 4.6% in August 2022, according to the Bureau of Labor Statistics. [Source: www.bts.gov]; The District of Columbia reported over 770,000 jobs and an unemployment rate, with numbers drawn from the United States Bureau of Labor Statistics. [Source: does.dc.gov] 2022-08-08: The unemployment rate in the US has reached historic lows, with 528,000 jobs added in July and the unemployment rate ticking down. [Source: www.piie.com]; The OECD labour market data for May 2022 shows unemployment stabilizing across the 38-country grouping, with 90% of OECD countries seeing a rise in employment. [Source: www.weforum.org]; The global unemployment rate declined significantly in 2022, falling to 5.4 per cent from a peak of 6.6 per cent in 2020. [Source: www.un.org]; In the US, the youth unemployment rate is projected to be below world average levels, at 8.3 per cent. [Source: www.ilo.org] 2022-08-01: The unemployment rate in the United States fell to 3.5% in July 2022, matching its lowest level in the past 50 years. [Source: www.npr.org]; The American economy added 528,000 jobs in July 2022, and the unemployment rate ticked down to 3.5%. [Source: blog.dol.gov]; The Consumer Price Index (CPI) measures the change in prices paid by consumers for goods and services, and United States Consumer Price Inflation is projected to be around 2-3% from 2022 to 2026. [Source: www.globaldata.com];'\n 'Available facts are as follows: 2022-08-22: The national unemployment rate in the United States has been trending downward since its peak in April 2020. [Source: www.whitehouse.gov]; The Black unemployment rate is consistently double the White unemployment rate, and job growth is not equally distributed. [Source: jeremybney.medium.com]; The US Department of Labor has awarded $70.8 million in grants to expand workforce development opportunities for low-income and unemployed individuals. [Source: www.dol.gov] 2022-08-15: The unemployment rate in the United States is at a historic low, with 528,000 jobs created in July 2022 and a matching of the lowest unemployment rate. [Source: www.whitehouse.gov]; The number of unemployed people per job opening was 0.6 in August 2022, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate in the U.S. transportation sector was 4.6% in August 2022, according to the Bureau of Labor Statistics. [Source: www.bts.gov]; The District of Columbia reported over 770,000 jobs and an unemployment rate, with numbers drawn from the United States Bureau of Labor Statistics. [Source: does.dc.gov] 2022-08-08: The unemployment rate in the US has reached historic lows, with 528,000 jobs added in July and the unemployment rate ticking down. [Source: www.piie.com]; The OECD labour market data for May 2022 shows unemployment stabilizing across the 38-country grouping, with 90% of OECD countries seeing a rise in employment. [Source: www.weforum.org]; The global unemployment rate declined significantly in 2022, falling to 5.4 per cent from a peak of 6.6 per cent in 2020. [Source: www.un.org]; In the US, the youth unemployment rate is projected to be below world average levels, at 8.3 per cent. [Source: www.ilo.org] 2022-08-01: The unemployment rate in the United States fell to 3.5% in July 2022, matching its lowest level in the past 50 years. [Source: www.npr.org]; The American economy added 528,000 jobs in July 2022, and the unemployment rate ticked down to 3.5%. [Source: blog.dol.gov]; The Consumer Price Index (CPI) measures the change in prices paid by consumers for goods and services, and United States Consumer Price Inflation is projected to be around 2-3% from 2022 to 2026. [Source: www.globaldata.com];']"}
-{"batch_x": [4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284], "batch_y": [3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316], "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]], "batch_text": "['Available facts are as follows: 2022-09-19: The unemployment rate in the United States was 3.7% in August, according to the Bureau of Labor Statistics. [Source]; The Pennsylvania unemployment rate remains 0.5 percentage points higher than the U.S. rate. [Source]; The unemployment rate in Tennessee fell by 1.70 percentage points. [Source] 2022-09-12: The unemployment rate in the United States was 3.7% in August 2022, which is one of the lowest since the 1970s. [Source: anderson-review.ucla.edu]; The U.S. Transportation Sector Unemployment Rate was 4.3% in September 2022, which is below the September 2021 level of 5.7% but above the pre-pandemic September level. [Source: www.bts.gov]; The unemployment rate for military spouses is 22%, making it one of the highest unemployed demographics in the United States. [Source: www.uschamberfoundation.org]; Real median household income in 2021 was not statistically different from 2020. [Source: www.census.gov] 2022-09-05: The unemployment rate in the United States was 3.6% in 2022, with 3.5% for women and 3.7% for men. [Source: hia.paho.org]; The labor force participation rate increased to 62.4% in August. [Source: blog.dol.gov]; Forty-three percent of the working poor experienced unemployment as the main labor market problem or in conjunction with other problems. [Source: www.bls.gov]; The U.S. unemployment rate may need to reach as high as 7.5% to curb inflation. [Source: www.reuters.com] 2022-08-29: The unemployment rate in the United States was 3.7% in August 2022, with 17 states having lower rates and 8 states having higher rates. [Source: www.bls.gov]; Minnesota had the lowest jobless rate in August 2022, at 2.4%, followed by New York, at 4.7%. [Source: www.bls.gov]; The overall unemployment rate for Native Hawaiians and Other Pacific Islanders was 3.8% in August 2022. [Source: www.bls.gov]; Women veterans had an unemployment rate of 3.4% in May 2023-April 2024, averaged. [Source: www.dol.gov]; The unemployment rate in Adams County, Washington, reached an apex of 10.5% in 2010. [Source: esd.wa.gov];'\n 'Available facts are as follows: 2022-09-19: The unemployment rate in the United States was 3.7% in August, according to the Bureau of Labor Statistics. [Source]; The Pennsylvania unemployment rate remains 0.5 percentage points higher than the U.S. rate. [Source]; The unemployment rate in Tennessee fell by 1.70 percentage points. [Source] 2022-09-12: The unemployment rate in the United States was 3.7% in August 2022, which is one of the lowest since the 1970s. [Source: anderson-review.ucla.edu]; The U.S. Transportation Sector Unemployment Rate was 4.3% in September 2022, which is below the September 2021 level of 5.7% but above the pre-pandemic September level. [Source: www.bts.gov]; The unemployment rate for military spouses is 22%, making it one of the highest unemployed demographics in the United States. [Source: www.uschamberfoundation.org]; Real median household income in 2021 was not statistically different from 2020. [Source: www.census.gov] 2022-09-05: The unemployment rate in the United States was 3.6% in 2022, with 3.5% for women and 3.7% for men. [Source: hia.paho.org]; The labor force participation rate increased to 62.4% in August. [Source: blog.dol.gov]; Forty-three percent of the working poor experienced unemployment as the main labor market problem or in conjunction with other problems. [Source: www.bls.gov]; The U.S. unemployment rate may need to reach as high as 7.5% to curb inflation. [Source: www.reuters.com] 2022-08-29: The unemployment rate in the United States was 3.7% in August 2022, with 17 states having lower rates and 8 states having higher rates. [Source: www.bls.gov]; Minnesota had the lowest jobless rate in August 2022, at 2.4%, followed by New York, at 4.7%. [Source: www.bls.gov]; The overall unemployment rate for Native Hawaiians and Other Pacific Islanders was 3.8% in August 2022. [Source: www.bls.gov]; Women veterans had an unemployment rate of 3.4% in May 2023-April 2024, averaged. [Source: www.dol.gov]; The unemployment rate in Adams County, Washington, reached an apex of 10.5% in 2010. [Source: esd.wa.gov];']"}
-{"batch_x": [3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316], "batch_y": [3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2022-10-24: The US unemployment rate was 3.9% in September 2022, with 274,000 workers added to the establishment employment count. [Source: ncpro.nc.gov]; Illinois had the highest unemployment rate in the nation in September 2022, despite adding 14,900 jobs. [Source: www.illinoispolicy.org]; The State of New York's unemployment rate dipped in September 2022, but remained above the national average. [Source: spectrumlocalnews.com]; Forty-two states had lower unemployment rates in September 2022 compared to the previous year. [Source: www.abc.org] 2022-10-17: The national unemployment rate in the United States is not specified, but various state-specific rates are reported, such as 3.6% in North Carolina, 4.3% in New Mexico, and 9.9% in New York State. [Source: www.commerce.nc.gov, www.dws.state.nm.us, dol.ny.gov] 2022-10-10: The unemployment rate for Hispanic and Latino workers in the US has reached a record low, with a rate of 4.4% in February 2020 and further decline in recent months. [Source: blog.dol.gov]; The unemployment rate in the US transportation sector was 3.7% in October 2022. [Source: www.bts.gov]; The US economy has added 10 million jobs and unemployment rates have reached near record lows. [Source: www.whitehouse.gov]; All six New England states saw unemployment rate declines between August 2021 and August 2022, with Rhode Island posting the largest year-over-year decline of 3.0%. [Source: www.bostonfed.org] 2022-10-03: The U.S. unemployment rate edged back down to 3.5% in September 2022, with 263,000 jobs added to the economy. [Source: blog.dol.gov]; The U.S. Bureau of Labor Statistics reported that the unemployment rate was about +/- 0.2 percentage point. [Source: www.bls.gov]; In April 2020, the state unemployment rate in Massachusetts reached 1.71%, or 594 thousand unemployed residents, the highest rate in the country. [Source: www.boston.gov]; Six states accounted for about half of the H-2A jobs filled in 2022, amidst U.S. unemployment caused by lockdowns associated with the COVID-19 pandemic. [Source: www.ers.usda.gov];\"\n \"Available facts are as follows: 2022-10-24: The US unemployment rate was 3.9% in September 2022, with 274,000 workers added to the establishment employment count. [Source: ncpro.nc.gov]; Illinois had the highest unemployment rate in the nation in September 2022, despite adding 14,900 jobs. [Source: www.illinoispolicy.org]; The State of New York's unemployment rate dipped in September 2022, but remained above the national average. [Source: spectrumlocalnews.com]; Forty-two states had lower unemployment rates in September 2022 compared to the previous year. [Source: www.abc.org] 2022-10-17: The national unemployment rate in the United States is not specified, but various state-specific rates are reported, such as 3.6% in North Carolina, 4.3% in New Mexico, and 9.9% in New York State. [Source: www.commerce.nc.gov, www.dws.state.nm.us, dol.ny.gov] 2022-10-10: The unemployment rate for Hispanic and Latino workers in the US has reached a record low, with a rate of 4.4% in February 2020 and further decline in recent months. [Source: blog.dol.gov]; The unemployment rate in the US transportation sector was 3.7% in October 2022. [Source: www.bts.gov]; The US economy has added 10 million jobs and unemployment rates have reached near record lows. [Source: www.whitehouse.gov]; All six New England states saw unemployment rate declines between August 2021 and August 2022, with Rhode Island posting the largest year-over-year decline of 3.0%. [Source: www.bostonfed.org] 2022-10-03: The U.S. unemployment rate edged back down to 3.5% in September 2022, with 263,000 jobs added to the economy. [Source: blog.dol.gov]; The U.S. Bureau of Labor Statistics reported that the unemployment rate was about +/- 0.2 percentage point. [Source: www.bls.gov]; In April 2020, the state unemployment rate in Massachusetts reached 1.71%, or 594 thousand unemployed residents, the highest rate in the country. [Source: www.boston.gov]; Six states accounted for about half of the H-2A jobs filled in 2022, amidst U.S. unemployment caused by lockdowns associated with the COVID-19 pandemic. [Source: www.ers.usda.gov];\"]"}
-{"batch_x": [3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316], "batch_y": [3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284], "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]], "batch_text": "[\"Available facts are as follows: 2022-11-21: In 2021, New York's unemployment rate was the third highest in the country. [Source: www.osc.ny.gov]; The unemployment rate for the foreign-born population was higher than that of the native-born population in the US. [Source: www.pgpf.org]; The US labor market is expected to experience significant job loss in 2023, reducing the job openings to unemployment ratio to approximately 1.0 in 2024. [Source: www.fitchratings.com]; The veteran unemployment rate in the US was 4.4% in 2021. [Source: www.dws.state.nm.us] 2022-11-14: The unemployment rate in the United States was 3.7% in November 2022, according to the Bureau of Labor Statistics. Utah had the lowest unemployment rate at 2.1%, while Minnesota and North Dakota had rates of 2.3%. [Source: www.bls.gov] 2022-11-07: The U.S. Bureau of Labor Statistics (BLS) projects 0.5-percent annual growth in employment over the 2021–31 decade, slower than the 1.0 percent growth that occurred over the previous decade. [Source: www.bls.gov]; The unemployment rate rose to 3.7% in October 2022, remaining near historic lows. [Source: blog.dol.gov]; In October 2022, the unemployment rate was stable at 5.2% in Canada while it increased to 3.7% in the United States from 3.5% in September 2022. [Source: www.oecd.org] 2022-10-31: The unemployment rate in the United States rose to 3.7% in October, with 261,000 jobs added to the economy. [Source: www.dol.gov]; New York had the third-highest unemployment rate in the country in 2021, with a greater share of underemployed workers than the rest of the nation. [Source: www.osc.ny.gov];\"\n \"Available facts are as follows: 2022-11-21: In 2021, New York's unemployment rate was the third highest in the country. [Source: www.osc.ny.gov]; The unemployment rate for the foreign-born population was higher than that of the native-born population in the US. [Source: www.pgpf.org]; The US labor market is expected to experience significant job loss in 2023, reducing the job openings to unemployment ratio to approximately 1.0 in 2024. [Source: www.fitchratings.com]; The veteran unemployment rate in the US was 4.4% in 2021. [Source: www.dws.state.nm.us] 2022-11-14: The unemployment rate in the United States was 3.7% in November 2022, according to the Bureau of Labor Statistics. Utah had the lowest unemployment rate at 2.1%, while Minnesota and North Dakota had rates of 2.3%. [Source: www.bls.gov] 2022-11-07: The U.S. Bureau of Labor Statistics (BLS) projects 0.5-percent annual growth in employment over the 2021–31 decade, slower than the 1.0 percent growth that occurred over the previous decade. [Source: www.bls.gov]; The unemployment rate rose to 3.7% in October 2022, remaining near historic lows. [Source: blog.dol.gov]; In October 2022, the unemployment rate was stable at 5.2% in Canada while it increased to 3.7% in the United States from 3.5% in September 2022. [Source: www.oecd.org] 2022-10-31: The unemployment rate in the United States rose to 3.7% in October, with 261,000 jobs added to the economy. [Source: www.dol.gov]; New York had the third-highest unemployment rate in the country in 2021, with a greater share of underemployed workers than the rest of the nation. [Source: www.osc.ny.gov];\"]"}
-{"batch_x": [3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284], "batch_y": [3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.9000000953674316], "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]], "batch_text": "[\"Available facts are as follows: 2022-12-26: The unemployment rate in Nebraska is at its lowest rate [Source: dol.nebraska.gov]; Florida's unemployment rate dropped in November [Source: www.floridajobs.org]; The United States facilitates bilateral trade with and investment in Haiti to combat poverty and unemployment [Source: www.state.gov]; The US Bureau of Labor Statistics provides data on unemployment rates and other economic indicators [Source: www.bls.gov] 2022-12-19: As of December 2022, the national unemployment rate in the United States is 3.9%. [Source: www.bls.gov]; In Alabama, the unemployment rate is 3.0% as of December 2022. [Source: www2.labor.alabama.gov]; Black and Hispanic workers face higher rates of job losses, with existing disparities in unemployment rates even in the midst of lower overall unemployment rates. [Source: www.epi.org] 2022-12-12: New York City's youth labor force is struggling with an unemployment rate of 14.1%, higher than the rest of the state (11.2%) and the nation (8.8%). [Source: www.osc.ny.gov]; Alaska and Pennsylvania have set record unemployment rate lows. [Source: www.bls.gov]; The U.S. transportation sector unemployment rate was 4.5% in December 2022. [Source: www.bts.gov]; The unemployment rate among young men in NYC is higher than the national average. [Source: www.osc.ny.gov]; The US economy has an unemployment rate of 3.7% as of December 2023. [Source: usafacts.org] 2022-12-05: Hawaii's unemployment rate remains at 3.1 percent as of April 2024. [Source: portal.ehawaii.gov]; The US economic recovery is among the strongest globally, with a low unemployment rate. [Source: www.americanprogress.org]; California's overall unemployment rate is 4.5%. [Source: calbudgetcenter.org]; The historical US unemployment rate has fluctuated over the years, with a low of 1.9% in 1945 and a high of 10.8% in 1982. [Source: www.thebalancemoney.com]; The national unemployment rate is a key indicator of the US economy. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2022-12-26: The unemployment rate in Nebraska is at its lowest rate [Source: dol.nebraska.gov]; Florida's unemployment rate dropped in November [Source: www.floridajobs.org]; The United States facilitates bilateral trade with and investment in Haiti to combat poverty and unemployment [Source: www.state.gov]; The US Bureau of Labor Statistics provides data on unemployment rates and other economic indicators [Source: www.bls.gov] 2022-12-19: As of December 2022, the national unemployment rate in the United States is 3.9%. [Source: www.bls.gov]; In Alabama, the unemployment rate is 3.0% as of December 2022. [Source: www2.labor.alabama.gov]; Black and Hispanic workers face higher rates of job losses, with existing disparities in unemployment rates even in the midst of lower overall unemployment rates. [Source: www.epi.org] 2022-12-12: New York City's youth labor force is struggling with an unemployment rate of 14.1%, higher than the rest of the state (11.2%) and the nation (8.8%). [Source: www.osc.ny.gov]; Alaska and Pennsylvania have set record unemployment rate lows. [Source: www.bls.gov]; The U.S. transportation sector unemployment rate was 4.5% in December 2022. [Source: www.bts.gov]; The unemployment rate among young men in NYC is higher than the national average. [Source: www.osc.ny.gov]; The US economy has an unemployment rate of 3.7% as of December 2023. [Source: usafacts.org] 2022-12-05: Hawaii's unemployment rate remains at 3.1 percent as of April 2024. [Source: portal.ehawaii.gov]; The US economic recovery is among the strongest globally, with a low unemployment rate. [Source: www.americanprogress.org]; California's overall unemployment rate is 4.5%. [Source: calbudgetcenter.org]; The historical US unemployment rate has fluctuated over the years, with a low of 1.9% in 1945 and a high of 10.8% in 1982. [Source: www.thebalancemoney.com]; The national unemployment rate is a key indicator of the US economy. [Source: www.bls.gov];\"]"}
-{"batch_x": [3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316], "batch_y": [3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.9000000953674316, 3.5999999046325684], "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]], "batch_text": "[\"Available facts are as follows: 2023-01-23: The unemployment rate in the US was estimated at 1.4% in 2019 and 1.6% in 2021 among doctoral scientists and engineers. [Source: ncses.nsf.gov]; The State's area unemployment rates rely on the results of the Current Population Survey and are calculated using methods prescribed by the U.S. Bureau of Labor Statistics. [Source: dol.ny.gov]; The US added 223 thousand new jobs in December 2022. [Source: economic-research.bnpparibas.com]; The labor force participation rate in Connecticut remains more than 2% higher than the US average labor force participation rate. [Source: portal.ct.gov]; The US Bureau of Labor Statistics provides comprehensive data on the labor force, employment, unemployment, and other economic indicators through the Current Population Survey. [Source: www.bls.gov] 2023-01-16: Objective facts about the Economics situation:Texas unemployment rate dropped in December, with 29,500 jobs added, and over 650,000 jobs added in the past year [Source: www.twc.texas.gov].Rhode Island businesses added 1,000 jobs in April, with an unemployment rate remaining at 4.1 percent [Source: dlt.ri.gov].New York State added 22,100 private sector jobs in December 2022 [Source: dol.ny.gov].Texas led the country in new jobs in 2022, with a gain of more jobs than any state in the nation in the past year [Source: www.texastribune.org]. 2023-01-09: The number of unemployed in the US was 5.7 million in January 2023, with an unemployment rate of 3.4% [Source: www.bls.gov]. The transportation sector had an unemployment rate of 4.7% in January 2023 [Source: www.bts.gov]. Nevada had the highest unemployment rate at 5.5%, while North Dakota and South Dakota had the lowest jobless rates [Source: www.bls.gov]. 2023-01-02: The overall unemployment rate in the United States averaged 5.3 percent in 2021, but varied across race and ethnicity groups. [Source: www.bls.gov]; In December 2022, the unemployment rate edged down to 3.5 percent, with 223,000 jobs added. [Source: www.bls.gov]; The unemployment rate for Black women increased to 5.5% in December 2022, up 0.3 percentage points from 5.2% in November. [Source: www.cnbc.com]; The average reservation unemployment rate is high, with more than one in four Indians living in poverty. [Source: www.americanbar.org];\"\n \"Available facts are as follows: 2023-01-23: The unemployment rate in the US was estimated at 1.4% in 2019 and 1.6% in 2021 among doctoral scientists and engineers. [Source: ncses.nsf.gov]; The State's area unemployment rates rely on the results of the Current Population Survey and are calculated using methods prescribed by the U.S. Bureau of Labor Statistics. [Source: dol.ny.gov]; The US added 223 thousand new jobs in December 2022. [Source: economic-research.bnpparibas.com]; The labor force participation rate in Connecticut remains more than 2% higher than the US average labor force participation rate. [Source: portal.ct.gov]; The US Bureau of Labor Statistics provides comprehensive data on the labor force, employment, unemployment, and other economic indicators through the Current Population Survey. [Source: www.bls.gov] 2023-01-16: Objective facts about the Economics situation:Texas unemployment rate dropped in December, with 29,500 jobs added, and over 650,000 jobs added in the past year [Source: www.twc.texas.gov].Rhode Island businesses added 1,000 jobs in April, with an unemployment rate remaining at 4.1 percent [Source: dlt.ri.gov].New York State added 22,100 private sector jobs in December 2022 [Source: dol.ny.gov].Texas led the country in new jobs in 2022, with a gain of more jobs than any state in the nation in the past year [Source: www.texastribune.org]. 2023-01-09: The number of unemployed in the US was 5.7 million in January 2023, with an unemployment rate of 3.4% [Source: www.bls.gov]. The transportation sector had an unemployment rate of 4.7% in January 2023 [Source: www.bts.gov]. Nevada had the highest unemployment rate at 5.5%, while North Dakota and South Dakota had the lowest jobless rates [Source: www.bls.gov]. 2023-01-02: The overall unemployment rate in the United States averaged 5.3 percent in 2021, but varied across race and ethnicity groups. [Source: www.bls.gov]; In December 2022, the unemployment rate edged down to 3.5 percent, with 223,000 jobs added. [Source: www.bls.gov]; The unemployment rate for Black women increased to 5.5% in December 2022, up 0.3 percentage points from 5.2% in November. [Source: www.cnbc.com]; The average reservation unemployment rate is high, with more than one in four Indians living in poverty. [Source: www.americanbar.org];\"]"}
-{"batch_x": [3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316], "batch_y": [3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.9000000953674316, 3.5999999046325684, 3.5999999046325684], "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]], "batch_text": "[\"Available facts are as follows: 2023-02-20: The unemployment rate in the United States is projected to rise, with the Congressional Budget Office (CBO) revising its projection upward due to a reduction in economic growth in 2023. [Source: www.cbo.gov]; The U.S. unemployment rate hit a 54-year low in January 2023, with over 10 million job vacancies recorded monthly since mid-2021. [Source: www.migrationpolicy.org]; The Federal Reserve's 2023 stress test scenarios project the U.S. unemployment rate to rise nearly 6-1/2 percentage points to its peak of 10 percent. [Source: www.federalreserve.gov]; Ohio has an approved unemployment compensation system, and Ohio employers currently receive the full FUTA tax credit. [Source: www.lsc.ohio.gov]; The job openings rate nationally was 6.7 percent in December 2022 and 6.4 percent in November. [Source: www.bls.gov] 2023-02-13: The unemployment rate in the US has fallen to its lowest level in over 50 years, with a rate of 3.6% in February 2023. [Source: www.bls.gov]; The transportation sector unemployment rate was 4.7% in February 2023, and Nevada had the highest unemployment rate among states at 4.7%. [Source: www.bts.gov, www.bls.gov]; The Congressional Budget Office (CBO) projects interest rates in the US to rise faster than previously forecast, which may impact the unemployment rate. [Source: www.cbo.gov] 2023-02-06: The unemployment rate in the United States has fallen to a 50-year low of 3.4%. [Source: www.whitehouse.gov]; The unemployment rate for Black and Hispanic workers is near a record low. [Source: www.whitehouse.gov]; The U.S. Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; The unemployment rate in Canada rose 1.7 percentage points to 11.8% in January. [Source: www150.statcan.gc.ca] 2023-01-30: The unemployment rate in the United States has dropped to 3.4%, the lowest level in 54 years, according to the U.S. Department of Labor's Bureau of Labor Statistics. [Source: www.commerce.gov, www.whitehouse.gov];\"\n \"Available facts are as follows: 2023-02-20: The unemployment rate in the United States is projected to rise, with the Congressional Budget Office (CBO) revising its projection upward due to a reduction in economic growth in 2023. [Source: www.cbo.gov]; The U.S. unemployment rate hit a 54-year low in January 2023, with over 10 million job vacancies recorded monthly since mid-2021. [Source: www.migrationpolicy.org]; The Federal Reserve's 2023 stress test scenarios project the U.S. unemployment rate to rise nearly 6-1/2 percentage points to its peak of 10 percent. [Source: www.federalreserve.gov]; Ohio has an approved unemployment compensation system, and Ohio employers currently receive the full FUTA tax credit. [Source: www.lsc.ohio.gov]; The job openings rate nationally was 6.7 percent in December 2022 and 6.4 percent in November. [Source: www.bls.gov] 2023-02-13: The unemployment rate in the US has fallen to its lowest level in over 50 years, with a rate of 3.6% in February 2023. [Source: www.bls.gov]; The transportation sector unemployment rate was 4.7% in February 2023, and Nevada had the highest unemployment rate among states at 4.7%. [Source: www.bts.gov, www.bls.gov]; The Congressional Budget Office (CBO) projects interest rates in the US to rise faster than previously forecast, which may impact the unemployment rate. [Source: www.cbo.gov] 2023-02-06: The unemployment rate in the United States has fallen to a 50-year low of 3.4%. [Source: www.whitehouse.gov]; The unemployment rate for Black and Hispanic workers is near a record low. [Source: www.whitehouse.gov]; The U.S. Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; The unemployment rate in Canada rose 1.7 percentage points to 11.8% in January. [Source: www150.statcan.gc.ca] 2023-01-30: The unemployment rate in the United States has dropped to 3.4%, the lowest level in 54 years, according to the U.S. Department of Labor's Bureau of Labor Statistics. [Source: www.commerce.gov, www.whitehouse.gov];\"]"}
-{"batch_x": [3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684], "batch_y": [3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.9000000953674316, 3.5999999046325684, 3.5999999046325684, 3.5], "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]], "batch_text": "[\"Available facts are as follows: 2023-03-20: As of 2022 Q4, the U.S. economy showed no signs of a downturn, with GDP growth exceeding expectations. [Source: www.epi.org]; In February 2023, the seasonally adjusted unemployment rate in North Carolina was 3.6%, decreasing 0.2 percentage points from January's revised rate. [Source: www.commerce.nc.gov]; The unemployment rate conveys the number of persons who are unemployed as a percent of the labour force. [Source: ilostat.ilo.org]; As of February 2023, the seasonally adjusted unemployment rate in Tennessee grew by 0.2 percentage points to 3.6%. [Source: www.tn.gov]; The Federal Reserve's FOMC projections for the unemployment rate are for the average civilian unemployment rate in the fourth quarter of the year indicated. [Source: www.federalreserve.gov]; In New Mexico, the unemployment rate was 3.5% as of March 2023, with an increase of 25,300 jobs and a growth rate of 3.0%. [Source: www.dws.state.nm.us] 2023-03-13: The national unemployment rate in the United States is 3.5% as of March 2023. [Source: www.bls.gov]; Unemployment rates were lower in 18 states in March 2023. [Source: www.bls.gov]; The OECD unemployment rate was stable for both women and men in February 2023. [Source: www.oecd.org]; The United States unemployment rate for veterans in 2021 was 5.0 percent. [Source: www.workstats.dli.pa.gov] 2023-03-06: The unemployment rate in the United States is currently 3.4%, the lowest in 54 years. [Source: www.whitehouse.gov]; The state of Kentucky has set a record low annual unemployment rate, the lowest since 1976. [Source: kentucky.gov]; There are more job openings than unemployed people in the United States, a trend that has continued since May 2021. [Source: www.bls.gov]; The employment rate for people with disabilities is rising, with record numbers of people with disabilities landing jobs. [Source: www.shrm.org] 2023-02-27: Tennessee's unemployment rate has held steady in the new year, with the state's workforce increasing by 21,800 jobs, led by the professional and business services sector. [Source: www.tn.gov]; The Black unemployment rate is 2 percentage points higher than the overall United States unemployment rate. [Source: www.congress.gov]; The U.S. Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; About a quarter of persons in state and federal prison were unemployed and not looking for work in the 30 days prior to arrest. [Source: bjs.ojp.gov]; The EB-5 Program was created in 1990 to stimulate the U.S. economy through job creation and capital investment by foreign investors. [Source: www.uscis.gov]; The IMF projects that South Africa will have the highest jobless rate globally in 2023, estimated at 35.6%, while the US is forecast to have an unemployment rate of around 3.5%. [Source: www.weforum.org];\"\n \"Available facts are as follows: 2023-03-20: As of 2022 Q4, the U.S. economy showed no signs of a downturn, with GDP growth exceeding expectations. [Source: www.epi.org]; In February 2023, the seasonally adjusted unemployment rate in North Carolina was 3.6%, decreasing 0.2 percentage points from January's revised rate. [Source: www.commerce.nc.gov]; The unemployment rate conveys the number of persons who are unemployed as a percent of the labour force. [Source: ilostat.ilo.org]; As of February 2023, the seasonally adjusted unemployment rate in Tennessee grew by 0.2 percentage points to 3.6%. [Source: www.tn.gov]; The Federal Reserve's FOMC projections for the unemployment rate are for the average civilian unemployment rate in the fourth quarter of the year indicated. [Source: www.federalreserve.gov]; In New Mexico, the unemployment rate was 3.5% as of March 2023, with an increase of 25,300 jobs and a growth rate of 3.0%. [Source: www.dws.state.nm.us] 2023-03-13: The national unemployment rate in the United States is 3.5% as of March 2023. [Source: www.bls.gov]; Unemployment rates were lower in 18 states in March 2023. [Source: www.bls.gov]; The OECD unemployment rate was stable for both women and men in February 2023. [Source: www.oecd.org]; The United States unemployment rate for veterans in 2021 was 5.0 percent. [Source: www.workstats.dli.pa.gov] 2023-03-06: The unemployment rate in the United States is currently 3.4%, the lowest in 54 years. [Source: www.whitehouse.gov]; The state of Kentucky has set a record low annual unemployment rate, the lowest since 1976. [Source: kentucky.gov]; There are more job openings than unemployed people in the United States, a trend that has continued since May 2021. [Source: www.bls.gov]; The employment rate for people with disabilities is rising, with record numbers of people with disabilities landing jobs. [Source: www.shrm.org] 2023-02-27: Tennessee's unemployment rate has held steady in the new year, with the state's workforce increasing by 21,800 jobs, led by the professional and business services sector. [Source: www.tn.gov]; The Black unemployment rate is 2 percentage points higher than the overall United States unemployment rate. [Source: www.congress.gov]; The U.S. Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; About a quarter of persons in state and federal prison were unemployed and not looking for work in the 30 days prior to arrest. [Source: bjs.ojp.gov]; The EB-5 Program was created in 1990 to stimulate the U.S. economy through job creation and capital investment by foreign investors. [Source: www.uscis.gov]; The IMF projects that South Africa will have the highest jobless rate globally in 2023, estimated at 35.6%, while the US is forecast to have an unemployment rate of around 3.5%. [Source: www.weforum.org];\"]"}
+{"batch_x": [9.100000381469727, 9.699999809265137, 9.699999809265137, 9.600000381469727, 9.5, 9.5, 9.399999618530273, 9.699999809265137], "batch_y": [10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5], "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], "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]], "batch_text": "['Available facts are as follows: 2009-12-21: The unemployment rate in the United States has been a significant concern, with rates varying by state and occupational group. [Source: www.bls.gov, www.ibrc.indiana.edu, globaledge.msu.edu] 2009-12-14: The US unemployment rate declined from 10.2% to 10% in November 2009. [Source: carnegieendowment.org]; The number of unemployed in the Euro area reached 15.6 million in November 2009. [Source: carnegieendowment.org]; The Canadian unemployment rate adjusted to U.S. concepts was 7.5% in December 2009, up 2.1% from the previous year. [Source: www150.statcan.gc.ca]; The U.S. unemployment rate was 9.7% in January 2009. [Source: www.driveasphalt.org] 2009-12-07: The unemployment rate in the United States in November 2009 was 10.0 percent, with 15.4 million unemployed persons. [Source: www.bls.gov] 2009-11-30: Historically, the jobless rate for blacks has been at least twice that for whites, whereas the unemployment rate for Hispanics has hovered between the two. [Source: www.bls.gov]; The number of U.S. households unable to put adequate food on the table increased sharply during the latest recession, reaching the highest level recorded since 1995. [Source: www.ers.usda.gov]; Many people lack food because they lack money, because they have no job, indicating a strong correlation between unemployment and poverty. [Source: www.morningsidecenter.org];'\n 'Available facts are as follows: 2009-12-21: The unemployment rate in the United States has been a significant concern, with rates varying by state and occupational group. [Source: www.bls.gov, www.ibrc.indiana.edu, globaledge.msu.edu] 2009-12-14: The US unemployment rate declined from 10.2% to 10% in November 2009. [Source: carnegieendowment.org]; The number of unemployed in the Euro area reached 15.6 million in November 2009. [Source: carnegieendowment.org]; The Canadian unemployment rate adjusted to U.S. concepts was 7.5% in December 2009, up 2.1% from the previous year. [Source: www150.statcan.gc.ca]; The U.S. unemployment rate was 9.7% in January 2009. [Source: www.driveasphalt.org] 2009-12-07: The unemployment rate in the United States in November 2009 was 10.0 percent, with 15.4 million unemployed persons. [Source: www.bls.gov] 2009-11-30: Historically, the jobless rate for blacks has been at least twice that for whites, whereas the unemployment rate for Hispanics has hovered between the two. [Source: www.bls.gov]; The number of U.S. households unable to put adequate food on the table increased sharply during the latest recession, reaching the highest level recorded since 1995. [Source: www.ers.usda.gov]; Many people lack food because they lack money, because they have no job, indicating a strong correlation between unemployment and poverty. [Source: www.morningsidecenter.org];']"}
+{"batch_x": [9.699999809265137, 9.699999809265137, 9.600000381469727, 9.5, 9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727], "batch_y": [10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137], "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], "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]], "batch_text": "[\"Available facts are as follows: 2010-01-25: The unemployment rate increased in the United States from December 2008 to December 2009, with a substantial share of the total increase in unemployment attributed to rising unemployment in the US and Spain. [Source: bls.gov, webapps.ilo.org]; The global unemployment rate reached its highest level on record in 2009, with a projected regional unemployment rate of 8.9% in 2010. [Source: ilo.org]; The US Department of Labor's FY 2025 budget includes State Unemployment Insurance and Employment Service. [Source: dol.gov] 2010-01-18: The United States experienced an increase in import and export prices in 2009, with import prices increasing by 8.6% and export prices rising by 3.4%. [Source: www.bls.gov]; The recession that began in December 2007 pushed the unemployment rate to a peak of 10.2% in October 2009. [Source: www.migrationpolicy.org] 2010-01-11: Unemployment rates in the United States were higher in 2009, with a long-term unemployment rate in December 2009 [Source: www.bls.gov]. The labor market is more flexible in the US, but workers have traditionally enjoyed higher employment rates than their counterparts in other countries [Source: www.imf.org]. 2010-01-04: The unemployment rate in the United States was 10.0% in December 2009, with nonfarm payroll employment edging down by 85,000. [Source: www.bls.gov]; The work-experience unemployment rate in 2008 was reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; The number of unemployed in Arizona was 110,924 in 1999, with an unemployment rate of 4.5%. [Source: des.az.gov];\"\n \"Available facts are as follows: 2010-01-25: The unemployment rate increased in the United States from December 2008 to December 2009, with a substantial share of the total increase in unemployment attributed to rising unemployment in the US and Spain. [Source: bls.gov, webapps.ilo.org]; The global unemployment rate reached its highest level on record in 2009, with a projected regional unemployment rate of 8.9% in 2010. [Source: ilo.org]; The US Department of Labor's FY 2025 budget includes State Unemployment Insurance and Employment Service. [Source: dol.gov] 2010-01-18: The United States experienced an increase in import and export prices in 2009, with import prices increasing by 8.6% and export prices rising by 3.4%. [Source: www.bls.gov]; The recession that began in December 2007 pushed the unemployment rate to a peak of 10.2% in October 2009. [Source: www.migrationpolicy.org] 2010-01-11: Unemployment rates in the United States were higher in 2009, with a long-term unemployment rate in December 2009 [Source: www.bls.gov]. The labor market is more flexible in the US, but workers have traditionally enjoyed higher employment rates than their counterparts in other countries [Source: www.imf.org]. 2010-01-04: The unemployment rate in the United States was 10.0% in December 2009, with nonfarm payroll employment edging down by 85,000. [Source: www.bls.gov]; The work-experience unemployment rate in 2008 was reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; The number of unemployed in Arizona was 110,924 in 1999, with an unemployment rate of 4.5%. [Source: des.az.gov];\"]"}
+{"batch_x": [9.699999809265137, 9.600000381469727, 9.5, 9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273], "batch_y": [10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0], "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], "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]], "batch_text": "[\"Available facts are as follows: 2010-02-22: The unemployment rate has been increasing in many states, with Nevada seeing a 168% increase in caseloads [Source: www.cbpp.org]. The estimated average employer contribution rates vary by state, with data reported in the Unemployment Insurance Data Base (UIDB) [Source: oui.doleta.gov]. 2010-02-15: The unemployment rate in the United States fell by 0.3 percentage point to 9.7% in January 2010, with 14.8 million unemployed persons. [Source: www.bls.gov]; The national unemployment rate remained at 10.0% for three months ending the fourth quarter of 2009. [Source: www.anaheim.net] 2010-02-08: Objective facts about the Economics situation:Nevada's unemployment rate is 13 percent, the second highest in the nation, with over 140,000 Nevadans having lost their jobs. [Source: www.leg.state.nv.us]The national unemployment rate in the United States is high, with some states having higher employment levels in certain industries. [Source: www.bls.gov]The net replacement rate in unemployment in the United States is around 13-14%. [Source: stats.oecd.org] 2010-02-01: The U.S. Bureau of Labor Statistics provides official data on national unemployment rates and state & local employment data. [Source: www.bls.gov]; Okun's law exhibits structural instability in both the U.S. and Canada, with the sensitivity of the unemployment rate to movements in output growth increasing recently. [Source: publications.gc.ca]; The U.S. unemployment rate jumped to 8.9 percent in 2009. [Source: www.jonesday.com]; Under existing federal law, states can use a Total Unemployment Rate (TUR) to calculate unemployment benefits. [Source: iwpr.org];\"\n \"Available facts are as follows: 2010-02-22: The unemployment rate has been increasing in many states, with Nevada seeing a 168% increase in caseloads [Source: www.cbpp.org]. The estimated average employer contribution rates vary by state, with data reported in the Unemployment Insurance Data Base (UIDB) [Source: oui.doleta.gov]. 2010-02-15: The unemployment rate in the United States fell by 0.3 percentage point to 9.7% in January 2010, with 14.8 million unemployed persons. [Source: www.bls.gov]; The national unemployment rate remained at 10.0% for three months ending the fourth quarter of 2009. [Source: www.anaheim.net] 2010-02-08: Objective facts about the Economics situation:Nevada's unemployment rate is 13 percent, the second highest in the nation, with over 140,000 Nevadans having lost their jobs. [Source: www.leg.state.nv.us]The national unemployment rate in the United States is high, with some states having higher employment levels in certain industries. [Source: www.bls.gov]The net replacement rate in unemployment in the United States is around 13-14%. [Source: stats.oecd.org] 2010-02-01: The U.S. Bureau of Labor Statistics provides official data on national unemployment rates and state & local employment data. [Source: www.bls.gov]; Okun's law exhibits structural instability in both the U.S. and Canada, with the sensitivity of the unemployment rate to movements in output growth increasing recently. [Source: publications.gc.ca]; The U.S. unemployment rate jumped to 8.9 percent in 2009. [Source: www.jonesday.com]; Under existing federal law, states can use a Total Unemployment Rate (TUR) to calculate unemployment benefits. [Source: iwpr.org];\"]"}
+{"batch_x": [9.600000381469727, 9.5, 9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137], "batch_y": [9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863], "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], "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]], "batch_text": "[\"Available facts are as follows: 2010-03-22: The unemployment rate of the foreign born was 9.7% in 2009, according to the Bureau of Labor Statistics. [Source]; The unemployment rate for white individuals in the labor force was 8.8% in 2010, according to the U.S. Department of Labor, Bureau of Labor Statistics. [Source]; Philadelphia's unemployment rate averaged 10.3 percent in 2009, up from 7.2 percent in 2008, according to The Pew Charitable Trusts. [Source] 2010-03-15: The unemployment rate in Pennsylvania was 8.1% in 2009, with a total of 544,100 unemployed individuals. [Source: www.workstats.dli.pa.gov]; The national unemployment rate in the United States was reported, with no specific rate provided. [Source: www.bls.gov]; The unemployment rate in the Netherlands was 5.2% in 2010. [Source: 2009-2017.state.gov] 2010-03-08: In February 2010, the number of unemployed persons in the US was 14.9 million, and the unemployment rate remained at 9.7%. [Source: www.bls.gov] 2010-03-01: The U.S. jobless rate jumped by 3.5 percentage points from the prior year to 9.3 percent in 2009. [Source: www.bls.gov]; The national employment-population ratio fell by 2.9 points to a certain level in 2009. [Source: www.bls.gov]; The unemployment rate for the United States has masked the depth of the unemployment problem within the African American community. [Source: www.jec.senate.gov]; By mid-2008, metro and nonmetro unemployment rates were just over a certain level. [Source: www.ers.usda.gov]; Construction industry unemployment actually jumped to 25 percent in January 2010. [Source: www.americanprogress.org]; The current rate of unemployment in the United States is above 9% and does not show any sign of reduction. [Source: arxiv.org];\"\n \"Available facts are as follows: 2010-03-22: The unemployment rate of the foreign born was 9.7% in 2009, according to the Bureau of Labor Statistics. [Source]; The unemployment rate for white individuals in the labor force was 8.8% in 2010, according to the U.S. Department of Labor, Bureau of Labor Statistics. [Source]; Philadelphia's unemployment rate averaged 10.3 percent in 2009, up from 7.2 percent in 2008, according to The Pew Charitable Trusts. [Source] 2010-03-15: The unemployment rate in Pennsylvania was 8.1% in 2009, with a total of 544,100 unemployed individuals. [Source: www.workstats.dli.pa.gov]; The national unemployment rate in the United States was reported, with no specific rate provided. [Source: www.bls.gov]; The unemployment rate in the Netherlands was 5.2% in 2010. [Source: 2009-2017.state.gov] 2010-03-08: In February 2010, the number of unemployed persons in the US was 14.9 million, and the unemployment rate remained at 9.7%. [Source: www.bls.gov] 2010-03-01: The U.S. jobless rate jumped by 3.5 percentage points from the prior year to 9.3 percent in 2009. [Source: www.bls.gov]; The national employment-population ratio fell by 2.9 points to a certain level in 2009. [Source: www.bls.gov]; The unemployment rate for the United States has masked the depth of the unemployment problem within the African American community. [Source: www.jec.senate.gov]; By mid-2008, metro and nonmetro unemployment rates were just over a certain level. [Source: www.ers.usda.gov]; Construction industry unemployment actually jumped to 25 percent in January 2010. [Source: www.americanprogress.org]; The current rate of unemployment in the United States is above 9% and does not show any sign of reduction. [Source: arxiv.org];\"]"}
+{"batch_x": [9.5, 9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5], "batch_y": [9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727], "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], "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]], "batch_text": "['Available facts are as follows: 2010-04-19: The U.S. Census Bureau surveys approximately 50,000 households monthly to collect employment, unemployment, earnings, hours of work, and other data. [Source: www.cdc.gov]; The OES program has wage data for all metropolitan and nonmetropolitan areas in the United States. [Source: www.bls.gov]; The national unemployment rate and state & local unemployment rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; China revalued its currency in 2005 in response to U.S. threats of a tariff on Chinese exports. [Source: www.epi.org] 2010-04-12: The national unemployment rate in the United States rose to 6% in the third quarter of 2008, with 9.4 million unemployed people. [Source: www.census.gov]; The unemployment rate as of December 2010 was 9.4%. [Source: www.fbi.gov]; The Consumer Price Index for All Urban Consumers (CPI-U) increased 2.3% over the last 12 months as of March 2010. [Source: www.bls.gov] 2010-04-05: In March 2010, the number of unemployed persons in the US was 15.0 million, and the unemployment rate remained at 9.7 percent. [Source: www.bls.gov] 2010-03-29: Objective facts about the Economics situation: The civilian unemployment rate in the US nearly doubled to 9.7% in 2010 from 5.0% in the previous interval. [Source: www.hamiltonproject.org]The employment-to-population ratio dropped to 58.6% in 2010. [Source: www.hamiltonproject.org]Michigan had the highest unemployment rate in the nation in 2010. [Source: www.kff.org]The unemployment rate in Canada experienced a larger increase during the previous two recessions compared to the US. [Source: www150.statcan.gc.ca];'\n 'Available facts are as follows: 2010-04-19: The U.S. Census Bureau surveys approximately 50,000 households monthly to collect employment, unemployment, earnings, hours of work, and other data. [Source: www.cdc.gov]; The OES program has wage data for all metropolitan and nonmetropolitan areas in the United States. [Source: www.bls.gov]; The national unemployment rate and state & local unemployment rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; China revalued its currency in 2005 in response to U.S. threats of a tariff on Chinese exports. [Source: www.epi.org] 2010-04-12: The national unemployment rate in the United States rose to 6% in the third quarter of 2008, with 9.4 million unemployed people. [Source: www.census.gov]; The unemployment rate as of December 2010 was 9.4%. [Source: www.fbi.gov]; The Consumer Price Index for All Urban Consumers (CPI-U) increased 2.3% over the last 12 months as of March 2010. [Source: www.bls.gov] 2010-04-05: In March 2010, the number of unemployed persons in the US was 15.0 million, and the unemployment rate remained at 9.7 percent. [Source: www.bls.gov] 2010-03-29: Objective facts about the Economics situation: The civilian unemployment rate in the US nearly doubled to 9.7% in 2010 from 5.0% in the previous interval. [Source: www.hamiltonproject.org]The employment-to-population ratio dropped to 58.6% in 2010. [Source: www.hamiltonproject.org]Michigan had the highest unemployment rate in the nation in 2010. [Source: www.kff.org]The unemployment rate in Canada experienced a larger increase during the previous two recessions compared to the US. [Source: www150.statcan.gc.ca];']"}
+{"batch_x": [9.5, 9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863], "batch_y": [9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863], "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], "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]], "batch_text": "['Available facts are as follows: 2010-05-24: The unemployment rate in the United States has risen significantly, with some cities experiencing rates as high as 16.3% (Bend, Oregon: 15.8%, Monroe, Michigan: 16.0%, Flint, Michigan: 16.3%). [Source: www.businessinsider.com] 2010-05-17: The national unemployment rate in the United States was reported by the Bureau of Labor Statistics (BLS) [Source: www.bls.gov].; Median wages for all occupations in the United States were $15.95 per hour in May 2009 [Source: www.bls.gov].; Highest and lowest mean hourly wages in May 2009 were reported by the BLS [Source: www.bls.gov].; The increase in unemployment in the United States has led to discussions of how to protect workers who lose their jobs from also losing entitlement to health insurance [Source: www.ssa.gov].; Historical, demographic, economic, and social data for the United States from 1790 to 2002 are available [Source: www.icpsr.umich.edu]. 2010-05-10: In April 2010, the number of unemployed persons was 15.3 million, and the unemployment rate edged up to 9.9 percent. [Source: www.bls.gov] 2010-05-03: As of May 2010, the national unemployment rate in the United States was around 11% [Source: obamawhitehouse.archives.gov]. The unemployment rate for American college students was 18.8% in March 2010 [Source: www.huntonak.com].;'\n 'Available facts are as follows: 2010-05-24: The unemployment rate in the United States has risen significantly, with some cities experiencing rates as high as 16.3% (Bend, Oregon: 15.8%, Monroe, Michigan: 16.0%, Flint, Michigan: 16.3%). [Source: www.businessinsider.com] 2010-05-17: The national unemployment rate in the United States was reported by the Bureau of Labor Statistics (BLS) [Source: www.bls.gov].; Median wages for all occupations in the United States were $15.95 per hour in May 2009 [Source: www.bls.gov].; Highest and lowest mean hourly wages in May 2009 were reported by the BLS [Source: www.bls.gov].; The increase in unemployment in the United States has led to discussions of how to protect workers who lose their jobs from also losing entitlement to health insurance [Source: www.ssa.gov].; Historical, demographic, economic, and social data for the United States from 1790 to 2002 are available [Source: www.icpsr.umich.edu]. 2010-05-10: In April 2010, the number of unemployed persons was 15.3 million, and the unemployment rate edged up to 9.9 percent. [Source: www.bls.gov] 2010-05-03: As of May 2010, the national unemployment rate in the United States was around 11% [Source: obamawhitehouse.archives.gov]. The unemployment rate for American college students was 18.8% in March 2010 [Source: www.huntonak.com].;']"}
+{"batch_x": [9.399999618530273, 9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727], "batch_y": [9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5], "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], "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]], "batch_text": "['Available facts are as follows: 2010-06-21: The unemployment rate in the United States was high in 2010, with a rate of 19% mentioned in one source. [Source: www.deq.ok.gov] 2010-06-14: As of 2010, the unemployment rate in the United States had an impact on motor vehicle traffic fatalities, with areas having lower unemployment rates experiencing smaller declines in fatalities. [Source: crashstats.nhtsa.dot.gov]; The American Recovery and Reinvestment Act (ARRA) provided $7 billion in federal monies to state unemployment programs as “incentive payments” for changing certain state unemployment compensation laws. [Source: crsreports.congress.gov]; In 2010, retail salespersons and cashiers were the two largest occupations in the United States, representing nearly 1 out of every 17 jobs. [Source: www.bls.gov] 2010-06-07: In May 2010, the number of unemployed persons in the United States was 15.0 million, and the unemployment rate edged down to 9.7 percent. [Source: www.bls.gov]; Since the start of the recession in December 2007, the United States has lost approximately 8 million jobs, while the available labor force has also grown. [Source: www.epi.org] 2010-05-31: The recent declines in summer employment rates among teens have been observed. [Source: www.bls.gov]; The national unemployment rate in the United States was 9.4% in May 2010. [Source: news.gallup.com]; The underemployment rate in the United States held steady at 19.1% in May 2010. [Source: news.gallup.com]; African Americans account for 22% of the unemployed in the United States, despite comprising 11% of the labor market. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate for African Americans was higher than the national average. [Source: www.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2010-06-21: The unemployment rate in the United States was high in 2010, with a rate of 19% mentioned in one source. [Source: www.deq.ok.gov] 2010-06-14: As of 2010, the unemployment rate in the United States had an impact on motor vehicle traffic fatalities, with areas having lower unemployment rates experiencing smaller declines in fatalities. [Source: crashstats.nhtsa.dot.gov]; The American Recovery and Reinvestment Act (ARRA) provided $7 billion in federal monies to state unemployment programs as “incentive payments” for changing certain state unemployment compensation laws. [Source: crsreports.congress.gov]; In 2010, retail salespersons and cashiers were the two largest occupations in the United States, representing nearly 1 out of every 17 jobs. [Source: www.bls.gov] 2010-06-07: In May 2010, the number of unemployed persons in the United States was 15.0 million, and the unemployment rate edged down to 9.7 percent. [Source: www.bls.gov]; Since the start of the recession in December 2007, the United States has lost approximately 8 million jobs, while the available labor force has also grown. [Source: www.epi.org] 2010-05-31: The recent declines in summer employment rates among teens have been observed. [Source: www.bls.gov]; The national unemployment rate in the United States was 9.4% in May 2010. [Source: news.gallup.com]; The underemployment rate in the United States held steady at 19.1% in May 2010. [Source: news.gallup.com]; African Americans account for 22% of the unemployed in the United States, despite comprising 11% of the labor market. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate for African Americans was higher than the national average. [Source: www.ncbi.nlm.nih.gov];']"}
+{"batch_x": [9.699999809265137, 10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137], "batch_y": [9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137], "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], "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]], "batch_text": "['Available facts are as follows: 2010-07-26: Objective facts about the Economics situation:The US real gross domestic product grew at an average annual rate of 3.0 percent between 1990 and 2007, and unemployment averaged 5.4 percent. [Source: obamawhitehouse.archives.gov]Auto Sales in the United States have decreased significantly in the past two years. [Source: www.anaheim.net]The national unemployment rate in the United States was high in 2010, with a rate of nearly 12% in New Orleans in 2004. [Source: www.ncbi.nlm.nih.gov]Consumer confidence in the United States hit a historic low in 2007. [Source: www.oecd.org] 2010-07-19: Nevada reported the highest unemployment rate among the States in June 2010, at 14.2 percent—a new series high. [Source: www.bls.gov]; The basic unemployment rate in the United States has been hovering at just below 10. [Source: republicans-science.house.gov]; The unemployment rate in Tennessee was 10.1 Percent in June 2010. [Source: www.tn.gov] 2010-07-12: The unemployment rate in the United States was higher than the national average in some regions, such as the U.P. with 11.2% at the end of 2009. [Source: www.minneapolisfed.org]; The mean hourly compensation cost in the United States quadrupled from $6.24 in 1975 to 2009. [Source: www.bls.gov]; In 2008, the unemployment rate for Blacks without a high school diploma was higher than for those with a high school diploma. [Source: www.air.org]; Over the past 5 years (2004-2008), an average of 564 work-related homicides occurred each year in the United States. [Source: www.bls.gov] 2010-07-05: In June 2010, the number of unemployed persons was 14.6 million, and the unemployment rate was 9.5 percent, edging down from previous months. [Source: www.bls.gov];'\n 'Available facts are as follows: 2010-07-26: Objective facts about the Economics situation:The US real gross domestic product grew at an average annual rate of 3.0 percent between 1990 and 2007, and unemployment averaged 5.4 percent. [Source: obamawhitehouse.archives.gov]Auto Sales in the United States have decreased significantly in the past two years. [Source: www.anaheim.net]The national unemployment rate in the United States was high in 2010, with a rate of nearly 12% in New Orleans in 2004. [Source: www.ncbi.nlm.nih.gov]Consumer confidence in the United States hit a historic low in 2007. [Source: www.oecd.org] 2010-07-19: Nevada reported the highest unemployment rate among the States in June 2010, at 14.2 percent—a new series high. [Source: www.bls.gov]; The basic unemployment rate in the United States has been hovering at just below 10. [Source: republicans-science.house.gov]; The unemployment rate in Tennessee was 10.1 Percent in June 2010. [Source: www.tn.gov] 2010-07-12: The unemployment rate in the United States was higher than the national average in some regions, such as the U.P. with 11.2% at the end of 2009. [Source: www.minneapolisfed.org]; The mean hourly compensation cost in the United States quadrupled from $6.24 in 1975 to 2009. [Source: www.bls.gov]; In 2008, the unemployment rate for Blacks without a high school diploma was higher than for those with a high school diploma. [Source: www.air.org]; Over the past 5 years (2004-2008), an average of 564 work-related homicides occurred each year in the United States. [Source: www.bls.gov] 2010-07-05: In June 2010, the number of unemployed persons was 14.6 million, and the unemployment rate was 9.5 percent, edging down from previous months. [Source: www.bls.gov];']"}
+{"batch_x": [10.600000381469727, 10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5], "batch_y": [9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137], "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], "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]], "batch_text": "[\"Available facts are as follows: 2010-08-23: As of July 2010, the unemployment rate among the States was 14.3 percent, with 25 States posting jobless rates significantly lower than the national average. [Source: www.bls.gov]; In 2008, the unemployment rate in Puerto Rico was 45 percent, 5 times the rate of mainland non-Hispanic Whites. [Source: www.census.gov]; The US Bureau of Labor Statistics unemployment rates are used as part of the Appalachian Regional Commission's economic classification system. [Source: healthlandscape.org] 2010-08-16: The national unemployment rate in the United States was 9.5% in July 2010. [Source: www.minneapolisfed.org]; The quits rate fell in June 2010 in the Midwest region. [Source: www.bls.gov]; The US government's automatic stabilizers absorb 34% of an unemployment shock. [Source: www.nber.org] 2010-08-09: The US unemployment rate in August 2010 was 9.5% and remained unchanged from the previous month, with 14.6 million unemployed persons. [Source: www.bls.gov]; The long-term average unemployment rate is 5.70%. [Source: ycharts.com]; Sedgwick County's unemployment rate for 2010 was 8.6%, lower than the US unemployment rate of 9.6%. [Source: www.sedgwickcounty.org] 2010-08-02: The national unemployment rate in the United States is a key metric, with long-term unemployment at a post-Depression high as of 2010. [Source: www.brookings.edu]; State and local unemployment rates vary, with some states experiencing higher rates than others. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2010-08-23: As of July 2010, the unemployment rate among the States was 14.3 percent, with 25 States posting jobless rates significantly lower than the national average. [Source: www.bls.gov]; In 2008, the unemployment rate in Puerto Rico was 45 percent, 5 times the rate of mainland non-Hispanic Whites. [Source: www.census.gov]; The US Bureau of Labor Statistics unemployment rates are used as part of the Appalachian Regional Commission's economic classification system. [Source: healthlandscape.org] 2010-08-16: The national unemployment rate in the United States was 9.5% in July 2010. [Source: www.minneapolisfed.org]; The quits rate fell in June 2010 in the Midwest region. [Source: www.bls.gov]; The US government's automatic stabilizers absorb 34% of an unemployment shock. [Source: www.nber.org] 2010-08-09: The US unemployment rate in August 2010 was 9.5% and remained unchanged from the previous month, with 14.6 million unemployed persons. [Source: www.bls.gov]; The long-term average unemployment rate is 5.70%. [Source: ycharts.com]; Sedgwick County's unemployment rate for 2010 was 8.6%, lower than the US unemployment rate of 9.6%. [Source: www.sedgwickcounty.org] 2010-08-02: The national unemployment rate in the United States is a key metric, with long-term unemployment at a post-Depression high as of 2010. [Source: www.brookings.edu]; State and local unemployment rates vary, with some states experiencing higher rates than others. [Source: www.bls.gov];\"]"}
+{"batch_x": [10.399999618530273, 10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137], "batch_y": [9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137], "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], "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]], "batch_text": "['Available facts are as follows: 2010-09-20: The unemployment rate in the United States is still high, with nonfarm payrolls down 329,000 from their level at the start of the recession [Source: www.nytimes.com].; The recovery is still fragile, especially for women in the informal labor market, and unemployment rates remain high [Source: webapps.ilo.org].; The unemployment rate for African Americans in the Twin Cities was one of the highest in the country [Source: www.startribune.com]. 2010-09-13: In August 2010, 42.0 percent of unemployed persons had been jobless for 27 weeks or more. [Source: www.bls.gov] 2010-09-06: Unemployment remains high, particularly in countries such as the United States and Spain, with alarmingly high long-term unemployment rates. [Source: www.imf.org] 2010-08-30: The unemployment rate among youths in the United States increased in July 2010, with 18.5% of 16- to 24-year-olds unemployed. [Source: www.bls.gov]; The International Monetary Fund (IMF) reported a sharp rise in unemployment globally due to the recession, with some of the largest increases in advanced economies. [Source: www.imf.org];'\n 'Available facts are as follows: 2010-09-20: The unemployment rate in the United States is still high, with nonfarm payrolls down 329,000 from their level at the start of the recession [Source: www.nytimes.com].; The recovery is still fragile, especially for women in the informal labor market, and unemployment rates remain high [Source: webapps.ilo.org].; The unemployment rate for African Americans in the Twin Cities was one of the highest in the country [Source: www.startribune.com]. 2010-09-13: In August 2010, 42.0 percent of unemployed persons had been jobless for 27 weeks or more. [Source: www.bls.gov] 2010-09-06: Unemployment remains high, particularly in countries such as the United States and Spain, with alarmingly high long-term unemployment rates. [Source: www.imf.org] 2010-08-30: The unemployment rate among youths in the United States increased in July 2010, with 18.5% of 16- to 24-year-olds unemployed. [Source: www.bls.gov]; The International Monetary Fund (IMF) reported a sharp rise in unemployment globally due to the recession, with some of the largest increases in advanced economies. [Source: www.imf.org];']"}
+{"batch_x": [10.199999809265137, 9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0], "batch_y": [9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863], "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], "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]], "batch_text": "['Available facts are as follows: 2010-10-25: The national unemployment rate in the United States was high in 2010, with rates varying by state and local areas. [Source: obamawhitehouse.archives.gov, www.bls.gov, www.commerce.nc.gov] 2010-10-18: The unemployment rate in the United States was high in 2010, with job losses of 5.5 million from the previous year, contracting the U.S. workforce to 136.6 million people. [Source: www.esri.com]; The National Unemployment Rate was a relevant metric in 2010, and the Bureau of Labor Statistics provided data on self-employment in the United States. [Source: www.bls.gov] 2010-10-11: The unemployment rate in the US rose above 10% in October 2009, its highest rate since 1983. [Source: www.spssi.org]; In September 2010, the unemployment rate among major worker groups varied. [Source: www.bls.gov]; A Labor Surplus Area (LSA) is a civil jurisdiction with a civilian average annual unemployment rate of 20% or more during the previous two calendar years. [Source: www.dol.gov] 2010-10-04: The U.S. unemployment rate remained unchanged from September at 9.6 percent and was down 0.5 percentage points from a year ago. [Source: www.michigan.gov]; New York State lost 367,400 jobs, and the unemployment rate peaked at 8.9 percent. [Source: www.osc.ny.gov]; The United States had the highest unemployment rate in the Organization for Economic Cooperation and Development (OECD) in the early 1960s. [Source: www.migrationpolicy.org]; People who suffer from severe mental disorder experience high rates of unemployment, with unemployment rates amongst such people in the United States being high. [Source: www.ncbi.nlm.nih.gov];'\n 'Available facts are as follows: 2010-10-25: The national unemployment rate in the United States was high in 2010, with rates varying by state and local areas. [Source: obamawhitehouse.archives.gov, www.bls.gov, www.commerce.nc.gov] 2010-10-18: The unemployment rate in the United States was high in 2010, with job losses of 5.5 million from the previous year, contracting the U.S. workforce to 136.6 million people. [Source: www.esri.com]; The National Unemployment Rate was a relevant metric in 2010, and the Bureau of Labor Statistics provided data on self-employment in the United States. [Source: www.bls.gov] 2010-10-11: The unemployment rate in the US rose above 10% in October 2009, its highest rate since 1983. [Source: www.spssi.org]; In September 2010, the unemployment rate among major worker groups varied. [Source: www.bls.gov]; A Labor Surplus Area (LSA) is a civil jurisdiction with a civilian average annual unemployment rate of 20% or more during the previous two calendar years. [Source: www.dol.gov] 2010-10-04: The U.S. unemployment rate remained unchanged from September at 9.6 percent and was down 0.5 percentage points from a year ago. [Source: www.michigan.gov]; New York State lost 367,400 jobs, and the unemployment rate peaked at 8.9 percent. [Source: www.osc.ny.gov]; The United States had the highest unemployment rate in the Organization for Economic Cooperation and Development (OECD) in the early 1960s. [Source: www.migrationpolicy.org]; People who suffer from severe mental disorder experience high rates of unemployment, with unemployment rates amongst such people in the United States being high. [Source: www.ncbi.nlm.nih.gov];']"}
+{"batch_x": [9.5, 9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863], "batch_y": [9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863], "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], "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]], "batch_text": "['Available facts are as follows: 2010-11-22: The unemployment rate in the United States was above 8% in 2010, with 15.4 million unemployed. [Source: lao.ca.gov, www.ncbi.nlm.nih.gov]; The unemployment rate for Mexican and Latin American immigrants in the USA was higher than the national average in 2009. [Source: www.iom.int]; In 2010, 29 states and the District of Columbia saw a drop in jobless rates from October 2009, while 16 states saw a rise, and 5 states remained unchanged. [Source: www.reuters.com] 2010-11-15: The recession that began in December 2007 led to the highest unemployment rates in the United States. [Source: www.bls.gov] 2010-11-08: The number of unemployed persons in the United States was 14.8 million in October 2010, with an unemployment rate of 9.6 percent. [Source: www.bls.gov]; There was an increase in U.S. aggregate labor demand reflected in rising job vacancies, but it did not lead to a similar decline in the unemployment rate. [Source: www.frbsf.org]; The unemployment rate in the United States increased significantly, similar to Spain and New Zealand, during the recession. [Source: www.imf.org]; The unemployment rate for people aged 20-29 in nonmetropolitan outmigration counties was 8.9 percent. [Source: www.ers.usda.gov]; The United States had a near 10 percent unemployment rate in 2010. [Source: www.educationnext.org] 2010-11-01: The seasonally adjusted unemployment rate in the United States was high in November 2010, with rates above 9%. [Source: cga.ct.gov, mercatus.org, fred.stlouisfed.org, princeton.edu, federalreserve.gov, bls.gov];'\n 'Available facts are as follows: 2010-11-22: The unemployment rate in the United States was above 8% in 2010, with 15.4 million unemployed. [Source: lao.ca.gov, www.ncbi.nlm.nih.gov]; The unemployment rate for Mexican and Latin American immigrants in the USA was higher than the national average in 2009. [Source: www.iom.int]; In 2010, 29 states and the District of Columbia saw a drop in jobless rates from October 2009, while 16 states saw a rise, and 5 states remained unchanged. [Source: www.reuters.com] 2010-11-15: The recession that began in December 2007 led to the highest unemployment rates in the United States. [Source: www.bls.gov] 2010-11-08: The number of unemployed persons in the United States was 14.8 million in October 2010, with an unemployment rate of 9.6 percent. [Source: www.bls.gov]; There was an increase in U.S. aggregate labor demand reflected in rising job vacancies, but it did not lead to a similar decline in the unemployment rate. [Source: www.frbsf.org]; The unemployment rate in the United States increased significantly, similar to Spain and New Zealand, during the recession. [Source: www.imf.org]; The unemployment rate for people aged 20-29 in nonmetropolitan outmigration counties was 8.9 percent. [Source: www.ers.usda.gov]; The United States had a near 10 percent unemployment rate in 2010. [Source: www.educationnext.org] 2010-11-01: The seasonally adjusted unemployment rate in the United States was high in November 2010, with rates above 9%. [Source: cga.ct.gov, mercatus.org, fred.stlouisfed.org, princeton.edu, federalreserve.gov, bls.gov];']"}
+{"batch_x": [9.300000190734863, 9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727], "batch_y": [9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727], "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], "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]], "batch_text": "[\"Available facts are as follows: 2010-12-20: The adjusted insured unemployment rate was 3.3 percent for the week ending Dec. 25, 2010, unchanged from the prior week's unrevised rate of 3.3 percent. [Source: www.dol.gov] 2010-12-13: The unemployment rate in the United States was 10.1% in September 1982, and 9% in 2010. [Source: www.pewresearch.org, www.madisoncountyida.com] 2010-12-06: The unemployment rate in the United States edged up to 9.8% in November 2010, with 7.5 million fewer jobs compared to the prerecession peak. [Source: www.bls.gov, www.imf.org] 2010-11-29: The current unemployment rate in the United States is 9.6% as of December 2010. [Source: www.epi.org];\"\n \"Available facts are as follows: 2010-12-20: The adjusted insured unemployment rate was 3.3 percent for the week ending Dec. 25, 2010, unchanged from the prior week's unrevised rate of 3.3 percent. [Source: www.dol.gov] 2010-12-13: The unemployment rate in the United States was 10.1% in September 1982, and 9% in 2010. [Source: www.pewresearch.org, www.madisoncountyida.com] 2010-12-06: The unemployment rate in the United States edged up to 9.8% in November 2010, with 7.5 million fewer jobs compared to the prerecession peak. [Source: www.bls.gov, www.imf.org] 2010-11-29: The current unemployment rate in the United States is 9.6% as of December 2010. [Source: www.epi.org];\"]"}
+{"batch_x": [9.600000381469727, 9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863], "batch_y": [9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863], "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], "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]], "batch_text": "['Available facts are as follows: 2011-01-24: The US unemployment rate was 9.6% in August 2010 and peaked at 10.1% in October 2009. [Source: www.ncbi.nlm.nih.gov, www.oclc.org]; The volunteer rate declined by 0.5 percentage point to 26.3 percent from September 2009 to September 2010. [Source: www.bls.gov]; In 2010, 7.6 million public sector employees belonged to a union, compared with 7.1 million union workers in the private sector. [Source: www.bls.gov] 2011-01-17: Objective facts about the Economics situation:The unemployment rate in the US has remained stubbornly high, with a 60% increase in unemployed people from 8.9 to 14.3 million between 2009 and 2011. [Source: endhomelessness.org]The Consumer Price Index for All Urban Consumers (CPI-U) increased 1.5 percent over the last 12 months, as of 2011. [Source: www.bls.gov] 2011-01-10: The number of unemployed persons decreased by 556,000 to 14.5 million in December 2010, and the unemployment rate dropped to 9.4%. [Source: www.bls.gov] 2011-01-03: In 2009, the overall unemployment rate for women in the US was 8.1%, with approximately 6 million women unemployed out of 72 million in the labor force. [Source: www.bls.gov]; The state UI tax rate for new employers in Michigan is set at 2.7% for the first two years, and then adjusts based on the CBC rate and other factors. [Source: www.house.mi.gov]; In the US, economic downturns have been associated with a decline in childbearing, mainly due to increasing unemployment. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Reserve has taken actions to address the structural level of unemployment, recognizing its importance in the US economy. [Source: www.federalreserve.gov]; USDA investments have created jobs and stimulated economic activity in rural communities, leading to dropping unemployment rates in rural America. [Source: www.usda.gov];'\n 'Available facts are as follows: 2011-01-24: The US unemployment rate was 9.6% in August 2010 and peaked at 10.1% in October 2009. [Source: www.ncbi.nlm.nih.gov, www.oclc.org]; The volunteer rate declined by 0.5 percentage point to 26.3 percent from September 2009 to September 2010. [Source: www.bls.gov]; In 2010, 7.6 million public sector employees belonged to a union, compared with 7.1 million union workers in the private sector. [Source: www.bls.gov] 2011-01-17: Objective facts about the Economics situation:The unemployment rate in the US has remained stubbornly high, with a 60% increase in unemployed people from 8.9 to 14.3 million between 2009 and 2011. [Source: endhomelessness.org]The Consumer Price Index for All Urban Consumers (CPI-U) increased 1.5 percent over the last 12 months, as of 2011. [Source: www.bls.gov] 2011-01-10: The number of unemployed persons decreased by 556,000 to 14.5 million in December 2010, and the unemployment rate dropped to 9.4%. [Source: www.bls.gov] 2011-01-03: In 2009, the overall unemployment rate for women in the US was 8.1%, with approximately 6 million women unemployed out of 72 million in the labor force. [Source: www.bls.gov]; The state UI tax rate for new employers in Michigan is set at 2.7% for the first two years, and then adjusts based on the CBC rate and other factors. [Source: www.house.mi.gov]; In the US, economic downturns have been associated with a decline in childbearing, mainly due to increasing unemployment. [Source: pubmed.ncbi.nlm.nih.gov]; The Federal Reserve has taken actions to address the structural level of unemployment, recognizing its importance in the US economy. [Source: www.federalreserve.gov]; USDA investments have created jobs and stimulated economic activity in rural communities, leading to dropping unemployment rates in rural America. [Source: www.usda.gov];']"}
+{"batch_x": [9.699999809265137, 9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5], "batch_y": [9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5], "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], "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]], "batch_text": "['Available facts are as follows: 2011-02-21: The U.S. jobless rate rose by 0.3 percentage point from the prior year to 9.6 percent in 2010, while the national employment-population ratio fell by 0.8 point to 58.5 percent. [Source: www.bls.gov] 2011-02-14: The unemployment rate in the United States increased by 4.7 percentage points from 2007 through 2009, and continued to increase by 0.3 percentage points to 2010. [Source: www.un.org] 2011-02-07: The unemployment rate in the United States declined to 9.0% in January 2011. [Source: www.bls.gov] 2011-01-31: The unemployment rate in the United States fell by 0.4 percentage points to 9.0% in January 2011, while nonfarm payroll employment changed little (+36,000). [Source: www.bls.gov]; Globally, unemployment is expected to average about 6% in 2011. [Source: www.imf.org];'\n 'Available facts are as follows: 2011-02-21: The U.S. jobless rate rose by 0.3 percentage point from the prior year to 9.6 percent in 2010, while the national employment-population ratio fell by 0.8 point to 58.5 percent. [Source: www.bls.gov] 2011-02-14: The unemployment rate in the United States increased by 4.7 percentage points from 2007 through 2009, and continued to increase by 0.3 percentage points to 2010. [Source: www.un.org] 2011-02-07: The unemployment rate in the United States declined to 9.0% in January 2011. [Source: www.bls.gov] 2011-01-31: The unemployment rate in the United States fell by 0.4 percentage points to 9.0% in January 2011, while nonfarm payroll employment changed little (+36,000). [Source: www.bls.gov]; Globally, unemployment is expected to average about 6% in 2011. [Source: www.imf.org];']"}
+{"batch_x": [9.5, 9.199999809265137, 9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137], "batch_y": [8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137], "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], "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]], "batch_text": "['Available facts are as follows: 2011-03-21: The unemployment rate in Palm Coast, Florida, was 16.0 percent, the highest in the State of Florida and the Southeast, as of January 2011. [Source: www.bls.gov]; The unemployment rate in the United States more than doubled from 4.9 percent to 10.1 percent during the Great Recession. [Source: www.clevelandfed.org]; The unemployment rate among youth in the United States is a significant concern, with a profound difference between structural and cyclical unemployment. [Source: www.nytimes.com] 2011-03-14: As of 2010, the unemployment rate for veterans who served in the military at any time since September 2001 was high. [Source: www.bls.gov]; In 2011, the unemployment rate in the United States was near a 25-year high, and global unemployment was rising. [Source: pubmed.ncbi.nlm.nih.gov]; In January 2011, Nevada had the highest unemployment rate among states, at 14.2 percent. [Source: www.bls.gov]; The average unemployment rate for San Joaquin County in 2005-2009 was 5% higher than the United States. [Source: www.sjcog.org]; In 2010, the jobless rate for adult women 20 years and older was 8.2 percent in the fourth quarter. [Source: www.bls.gov] 2011-03-07: The unemployment rate in the United States rose sharply during the Great Depression and reached its peak at the moment Franklin D. Roosevelt took office. [Source: shec.ashp.cuny.edu]; In February 2011, the unemployment rate in the United States was 8.9 percent and changed little. [Source: www.bls.gov] 2011-02-28: The U.S. jobless rate was 9.6 percent in 2010, and the national employment-population ratio was 58.5 percent. [Source: www.bls.gov]; In 2010, 15 States reported annual average unemployment rates above the national rate of 9.6 percent. [Source: www.bls.gov]; Gallup reported an unemployment rate of 10.3% in February 2011, up from 9.8% at the end of January. [Source: news.gallup.com];'\n 'Available facts are as follows: 2011-03-21: The unemployment rate in Palm Coast, Florida, was 16.0 percent, the highest in the State of Florida and the Southeast, as of January 2011. [Source: www.bls.gov]; The unemployment rate in the United States more than doubled from 4.9 percent to 10.1 percent during the Great Recession. [Source: www.clevelandfed.org]; The unemployment rate among youth in the United States is a significant concern, with a profound difference between structural and cyclical unemployment. [Source: www.nytimes.com] 2011-03-14: As of 2010, the unemployment rate for veterans who served in the military at any time since September 2001 was high. [Source: www.bls.gov]; In 2011, the unemployment rate in the United States was near a 25-year high, and global unemployment was rising. [Source: pubmed.ncbi.nlm.nih.gov]; In January 2011, Nevada had the highest unemployment rate among states, at 14.2 percent. [Source: www.bls.gov]; The average unemployment rate for San Joaquin County in 2005-2009 was 5% higher than the United States. [Source: www.sjcog.org]; In 2010, the jobless rate for adult women 20 years and older was 8.2 percent in the fourth quarter. [Source: www.bls.gov] 2011-03-07: The unemployment rate in the United States rose sharply during the Great Depression and reached its peak at the moment Franklin D. Roosevelt took office. [Source: shec.ashp.cuny.edu]; In February 2011, the unemployment rate in the United States was 8.9 percent and changed little. [Source: www.bls.gov] 2011-02-28: The U.S. jobless rate was 9.6 percent in 2010, and the national employment-population ratio was 58.5 percent. [Source: www.bls.gov]; In 2010, 15 States reported annual average unemployment rates above the national rate of 9.6 percent. [Source: www.bls.gov]; Gallup reported an unemployment rate of 10.3% in February 2011, up from 9.8% at the end of January. [Source: news.gallup.com];']"}
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+{"batch_x": [9.0, 9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137], "batch_y": [9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863], "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], "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]], "batch_text": "['Available facts are as follows: 2011-05-23: The West region in the United States reported the highest regional unemployment rate of 10.4% in April 2011. [Source: www.bls.gov]; The percentage of the labor force that has been unemployed for a year or longer in the United States is currently at 0.5%, lower than the OECD average. [Source: www.oecdbetterlifeindex.org]; The unemployment rate for foreign-born workers in the United States was 9.8% in 2010. [Source: www.bls.gov]; The U.S. economy lost more than 8 million jobs during the recession starting in December 2007, with a national unemployment rate rising to over 10%. [Source: economics.ucsc.edu] 2011-05-16: The unemployment rate in the United States was 5% in 1966, and 4% in May 2010. [Source: research.stlouisfed.org, www.frbsf.org]; In May 2010, retail salespersons and cashiers were the occupations with the highest employment in the United States, making up nearly 6% of total U.S. employment. [Source: www.bls.gov]; Nevada had the highest unemployment rate among U.S. states in April 2011, at 12.5%, followed by California, at 11.9%. [Source: www.reuters.com]; The unemployment rate in the local economy of the Savannah River Site area went from 9% in January 2008 to 14.1% in January 2010. [Source: garivers.org] 2011-05-09: The unemployment rate in the United States was 9.0% in April 2011, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2011-05-02: The unemployment rate in the United States was high in 2010, with estimates suggesting it was about 1¾ percentage points higher than before the onset of the housing market crisis. [Source: www.imf.org];'\n 'Available facts are as follows: 2011-05-23: The West region in the United States reported the highest regional unemployment rate of 10.4% in April 2011. [Source: www.bls.gov]; The percentage of the labor force that has been unemployed for a year or longer in the United States is currently at 0.5%, lower than the OECD average. [Source: www.oecdbetterlifeindex.org]; The unemployment rate for foreign-born workers in the United States was 9.8% in 2010. [Source: www.bls.gov]; The U.S. economy lost more than 8 million jobs during the recession starting in December 2007, with a national unemployment rate rising to over 10%. [Source: economics.ucsc.edu] 2011-05-16: The unemployment rate in the United States was 5% in 1966, and 4% in May 2010. [Source: research.stlouisfed.org, www.frbsf.org]; In May 2010, retail salespersons and cashiers were the occupations with the highest employment in the United States, making up nearly 6% of total U.S. employment. [Source: www.bls.gov]; Nevada had the highest unemployment rate among U.S. states in April 2011, at 12.5%, followed by California, at 11.9%. [Source: www.reuters.com]; The unemployment rate in the local economy of the Savannah River Site area went from 9% in January 2008 to 14.1% in January 2010. [Source: garivers.org] 2011-05-09: The unemployment rate in the United States was 9.0% in April 2011, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2011-05-02: The unemployment rate in the United States was high in 2010, with estimates suggesting it was about 1¾ percentage points higher than before the onset of the housing market crisis. [Source: www.imf.org];']"}
+{"batch_x": [9.300000190734863, 9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863], "batch_y": [9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137], "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], "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]], "batch_text": "['Available facts are as follows: 2011-06-20: In May 2011, 25 states in the US posted jobless rates significantly lower than the US figure of 9.1 percent. [Source: www.bls.gov]; The US unemployment rate peaked at around 9 percent, lower than many other developed nations in Europe. [Source: www.washingtonpost.com]; In Latin America and the Caribbean, the unemployment rate increased from 7.0 percent in 2008 to 7.8 percent in 2010. [Source: www.un.org] 2011-06-13: The United States experienced a recession in 2008, with a low inflation rate of 1954, and a high unemployment rate. [Source: agenda.harriscountytx.gov]; In 2011, the US Gross Domestic Product dropped, and unemployment rates reached double-digit levels. [Source: pubmed.ncbi.nlm.nih.gov]; The unemployment rate has been a concern, with studies analyzing its relationship with immigration, health-related quality of life, and labor force reentry. [Source: files.stlouisfed.org, pubmed.ncbi.nlm.nih.gov, bls.gov] 2011-06-06: The unemployment rate in the United States was 9.1 percent in May 2011. [Source: www.bls.gov] 2011-05-30: From 1994 through 2008, roughly half of all unemployed jobseekers found jobs within 5 weeks, compared with 38.9 percent in 2009 and 34.0 percent in 2010. [Source: www.bls.gov];'\n 'Available facts are as follows: 2011-06-20: In May 2011, 25 states in the US posted jobless rates significantly lower than the US figure of 9.1 percent. [Source: www.bls.gov]; The US unemployment rate peaked at around 9 percent, lower than many other developed nations in Europe. [Source: www.washingtonpost.com]; In Latin America and the Caribbean, the unemployment rate increased from 7.0 percent in 2008 to 7.8 percent in 2010. [Source: www.un.org] 2011-06-13: The United States experienced a recession in 2008, with a low inflation rate of 1954, and a high unemployment rate. [Source: agenda.harriscountytx.gov]; In 2011, the US Gross Domestic Product dropped, and unemployment rates reached double-digit levels. [Source: pubmed.ncbi.nlm.nih.gov]; The unemployment rate has been a concern, with studies analyzing its relationship with immigration, health-related quality of life, and labor force reentry. [Source: files.stlouisfed.org, pubmed.ncbi.nlm.nih.gov, bls.gov] 2011-06-06: The unemployment rate in the United States was 9.1 percent in May 2011. [Source: www.bls.gov] 2011-05-30: From 1994 through 2008, roughly half of all unemployed jobseekers found jobs within 5 weeks, compared with 38.9 percent in 2009 and 34.0 percent in 2010. [Source: www.bls.gov];']"}
+{"batch_x": [9.100000381469727, 9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863], "batch_y": [9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273], "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], "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]], "batch_text": "[\"Available facts are as follows: 2011-07-25: The unemployment rate in California and Texas was high in July 2011, with California's rate measuring the total number of employees in California that are part of the labor force, but are without a job, and Texas' rate measuring the percentage of total employees in Texas that are part of the labor force, but are without a job. [Source: ycharts.com]; The US immigrant and native-born populations experienced increased unemployment during the economic crisis. [Source: www.migrationpolicy.org]; The US Bureau of Labor Statistics reported that the solar power industry has the potential to expand and create jobs as it becomes more cost-effective. [Source: www.bls.gov]; Ontario, Canada experienced a decline in unemployment rate to 7.7% in June 2011, with the creation of over 40,000 jobs. [Source: news.ontario.ca] 2011-07-18: The U.S. unemployment rate is high, with South Carolina's unemployment rate at 10% as of July 2011. [Source: www.army.mil]; In 2010, 2.5% of military veterans were unemployed or not in labor force due to severe hearing impairment. [Source: www.cdc.gov] 2011-07-11: The unemployment rate in the United States was 9.2% in June 2011, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2011-07-04: The hourly wage estimates indicate that 10% of employees earn less than $11.00 per hour, and the remaining 90% earn more than $11.00 per hour. [Source: www.bls.gov]; The national unemployment rate and state & local unemployment rates are reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; Women's participation in the labor force has increased from 43.3% in 1970 to 74.8% in 2000. [Source: www.pewresearch.org]; The U.S. Bureau of Labor Statistics reports on extended mass layoffs and occupational employment. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2011-07-25: The unemployment rate in California and Texas was high in July 2011, with California's rate measuring the total number of employees in California that are part of the labor force, but are without a job, and Texas' rate measuring the percentage of total employees in Texas that are part of the labor force, but are without a job. [Source: ycharts.com]; The US immigrant and native-born populations experienced increased unemployment during the economic crisis. [Source: www.migrationpolicy.org]; The US Bureau of Labor Statistics reported that the solar power industry has the potential to expand and create jobs as it becomes more cost-effective. [Source: www.bls.gov]; Ontario, Canada experienced a decline in unemployment rate to 7.7% in June 2011, with the creation of over 40,000 jobs. [Source: news.ontario.ca] 2011-07-18: The U.S. unemployment rate is high, with South Carolina's unemployment rate at 10% as of July 2011. [Source: www.army.mil]; In 2010, 2.5% of military veterans were unemployed or not in labor force due to severe hearing impairment. [Source: www.cdc.gov] 2011-07-11: The unemployment rate in the United States was 9.2% in June 2011, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2011-07-04: The hourly wage estimates indicate that 10% of employees earn less than $11.00 per hour, and the remaining 90% earn more than $11.00 per hour. [Source: www.bls.gov]; The national unemployment rate and state & local unemployment rates are reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; Women's participation in the labor force has increased from 43.3% in 1970 to 74.8% in 2000. [Source: www.pewresearch.org]; The U.S. Bureau of Labor Statistics reports on extended mass layoffs and occupational employment. [Source: www.bls.gov];\"]"}
+{"batch_x": [9.800000190734863, 9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727], "batch_y": [8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137], "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], "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]], "batch_text": "['Available facts are as follows: 2011-08-22: In July 2011, the number of unemployed youth in the US was 4.1 million, down from 4.4 million a year ago, with a youth unemployment rate decline of 1.0 percentage point. [Source: www.bls.gov]; The unemployment rate in Wyoming fell to 6.0% in April 2011. [Source: doe.state.wy.us]; The unemployment rate in the Pine Ridge Reservation in South Dakota was above 80%. [Source: www.pbs.org] 2011-08-15: The national unemployment rate in the United States in 2010 was 9.6%. [Source]; As of 2011, the unemployment rate in the US was above 8.8%. [Source]; In 2011, 5 of the 7 occupation groups with above-average representation in Riverside had a national unemployment rate that was above the 2010 U.S. rate of 9.6%. [Source] 2011-08-08: The number of unemployed persons in the US was 13.9 million and the unemployment rate was 9.1 percent in July 2011. [Source: www.bls.gov] 2011-08-01: The unemployment rate in the United States peaked at more than 10 percent during the Great Recession. [Source: www.russellsage.org]; The unemployment rate for post-9/11 veterans was 13.3 percent. [Source: obamawhitehouse.archives.gov]; The civilian labor force in the United States is approximately 153 million people. [Source: www.marquetteassociates.com]; The national unemployment rate was steady at 4.9 percent in August 2011. [Source: www.rba.gov.au];'\n 'Available facts are as follows: 2011-08-22: In July 2011, the number of unemployed youth in the US was 4.1 million, down from 4.4 million a year ago, with a youth unemployment rate decline of 1.0 percentage point. [Source: www.bls.gov]; The unemployment rate in Wyoming fell to 6.0% in April 2011. [Source: doe.state.wy.us]; The unemployment rate in the Pine Ridge Reservation in South Dakota was above 80%. [Source: www.pbs.org] 2011-08-15: The national unemployment rate in the United States in 2010 was 9.6%. [Source]; As of 2011, the unemployment rate in the US was above 8.8%. [Source]; In 2011, 5 of the 7 occupation groups with above-average representation in Riverside had a national unemployment rate that was above the 2010 U.S. rate of 9.6%. [Source] 2011-08-08: The number of unemployed persons in the US was 13.9 million and the unemployment rate was 9.1 percent in July 2011. [Source: www.bls.gov] 2011-08-01: The unemployment rate in the United States peaked at more than 10 percent during the Great Recession. [Source: www.russellsage.org]; The unemployment rate for post-9/11 veterans was 13.3 percent. [Source: obamawhitehouse.archives.gov]; The civilian labor force in the United States is approximately 153 million people. [Source: www.marquetteassociates.com]; The national unemployment rate was steady at 4.9 percent in August 2011. [Source: www.rba.gov.au];']"}
+{"batch_x": [9.5, 9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863], "batch_y": [8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432], "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], "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]], "batch_text": "[\"Available facts are as follows: 2011-09-19: The national unemployment rate in the United States averaged 9.6 percent in 2010. [Source: www.epi.org]; The unemployment rate had slowly declined from 9 percent in the United States. [Source: www.nationalaffairs.com]; Germany's unemployment rate is 6.2 percent. [Source: www.npr.org] 2011-09-12: The unemployment rate in the United States increased to 9.6 percent in 2010, with 46.2 million people living in poverty, the highest rate since 1966. [Source: www.epi.org]; The Current Population Survey (CPS) is used to calculate the monthly estimates of employed, unemployed, and the unemployment rate. [Source: www.maine.gov] 2011-09-05: The unemployment rate in the United States was 9.1% in August 2011, with little change since April. [Source: www.bls.gov] 2011-08-29: As of August 2011, the unemployment rate in the US was 9.1%. [Source: www.epi.org]; Roughly 31% of U.S. workers experienced unemployment or underemployment at some point in 2009. [Source: www.epi.org]; In August 2011, there were 11 states with double-digit unemployment rates. [Source: www.epi.org]; The median length of time it takes for people without jobs to find new employment is increasing. [Source: www.goodwill.org];\"\n \"Available facts are as follows: 2011-09-19: The national unemployment rate in the United States averaged 9.6 percent in 2010. [Source: www.epi.org]; The unemployment rate had slowly declined from 9 percent in the United States. [Source: www.nationalaffairs.com]; Germany's unemployment rate is 6.2 percent. [Source: www.npr.org] 2011-09-12: The unemployment rate in the United States increased to 9.6 percent in 2010, with 46.2 million people living in poverty, the highest rate since 1966. [Source: www.epi.org]; The Current Population Survey (CPS) is used to calculate the monthly estimates of employed, unemployed, and the unemployment rate. [Source: www.maine.gov] 2011-09-05: The unemployment rate in the United States was 9.1% in August 2011, with little change since April. [Source: www.bls.gov] 2011-08-29: As of August 2011, the unemployment rate in the US was 9.1%. [Source: www.epi.org]; Roughly 31% of U.S. workers experienced unemployment or underemployment at some point in 2009. [Source: www.epi.org]; In August 2011, there were 11 states with double-digit unemployment rates. [Source: www.epi.org]; The median length of time it takes for people without jobs to find new employment is increasing. [Source: www.goodwill.org];\"]"}
+{"batch_x": [9.199999809265137, 8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5], "batch_y": [8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273], "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], "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]], "batch_text": "['Available facts are as follows: 2011-10-24: The unemployment rate in the United States was 13.4% in September 2011, with 26 states reporting jobless rates significantly lower than the national average. [Source: www.bls.gov]; The median weekly earnings in the third quarter of 2011 were reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; Unemployment remains above 9% nationally and above 10% in Florida, with 45% of the unemployed having been without a job for at least six months. [Source: financialservices.house.gov] 2011-10-17: The national unemployment rate in the United States is 8.3% as of mid-October 2011. [Source: news.gallup.com]; Americans are more likely to blame the federal government (64%) than Wall Street for the economic problems facing the United States. [Source: news.gallup.com]; The UI System in the United States is facing insolvency, with states facing higher federal UI taxes and interest payments. [Source: taxfoundation.org] 2011-10-10: The unemployment rate in the United States was 9.1% in September 2011, with 14.0 million unemployed persons. [Source: www.bls.gov] 2011-10-03: The unemployment rate in the United States has been a concern, with rates varying by race and ethnicity. [Source: www.bls.gov];'\n 'Available facts are as follows: 2011-10-24: The unemployment rate in the United States was 13.4% in September 2011, with 26 states reporting jobless rates significantly lower than the national average. [Source: www.bls.gov]; The median weekly earnings in the third quarter of 2011 were reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; Unemployment remains above 9% nationally and above 10% in Florida, with 45% of the unemployed having been without a job for at least six months. [Source: financialservices.house.gov] 2011-10-17: The national unemployment rate in the United States is 8.3% as of mid-October 2011. [Source: news.gallup.com]; Americans are more likely to blame the federal government (64%) than Wall Street for the economic problems facing the United States. [Source: news.gallup.com]; The UI System in the United States is facing insolvency, with states facing higher federal UI taxes and interest payments. [Source: taxfoundation.org] 2011-10-10: The unemployment rate in the United States was 9.1% in September 2011, with 14.0 million unemployed persons. [Source: www.bls.gov] 2011-10-03: The unemployment rate in the United States has been a concern, with rates varying by race and ethnicity. [Source: www.bls.gov];']"}
+{"batch_x": [8.699999809265137, 8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137], "batch_y": [8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727], "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], "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]], "batch_text": "[\"Available facts are as follows: 2011-11-21: The current labor force comparison shows that California's unemployment rate is higher than the US rate, with a rate of 11.7% in October 2011. [Source: labormarketinfo.edd.ca.gov]; The Local Area Unemployment Statistics (LAUS) program is a Federal-State cooperative program that provides monthly and annual estimates of employment, unemployment, and labor force data for geographic areas. [Source: klic.dol.ks.gov]; The Consumer Price Index (CPI) has increased by 3.5% from October 2010 to October 2011. [Source: www.bls.gov] 2011-11-14: The U.S. Bureau of Labor Statistics (BLS) publishes information about the Nation's economy relating to employment, unemployment, and other labor market topics. [Source]; The unemployment rate for high school dropouts in August 2011 was higher than the national average. [Source]; The peak unemployment rate in the great depression was about 25%, and currently, it's officially about 15%, but some argue it's higher due to issues with the BLS survey. [Source] 2011-11-07: The U.S. unemployment rate in 2010 was 9.0 percent, with 13.9 million people unemployed. [Source: www.bls.gov] 2011-10-31: As of 2010, more than one in five children in the United States (15.75 million) lived in poverty. [Source: www.census.gov]; In September 2007 to September 2010, the abolishment rate of occupations was measured, with a significant number of workers in occupations that were abolished. [Source: www.bls.gov]; As of December 2010, many states in the United States had large increases in vacant properties, with unemployment rates varying by state. [Source: www.gao.gov]; The unemployment rate in Latin America and the Caribbean varies greatly, ranging from 1.2% in Guatemala to 12.9% in other countries. [Source: www.elibrary.imf.org];\"\n \"Available facts are as follows: 2011-11-21: The current labor force comparison shows that California's unemployment rate is higher than the US rate, with a rate of 11.7% in October 2011. [Source: labormarketinfo.edd.ca.gov]; The Local Area Unemployment Statistics (LAUS) program is a Federal-State cooperative program that provides monthly and annual estimates of employment, unemployment, and labor force data for geographic areas. [Source: klic.dol.ks.gov]; The Consumer Price Index (CPI) has increased by 3.5% from October 2010 to October 2011. [Source: www.bls.gov] 2011-11-14: The U.S. Bureau of Labor Statistics (BLS) publishes information about the Nation's economy relating to employment, unemployment, and other labor market topics. [Source]; The unemployment rate for high school dropouts in August 2011 was higher than the national average. [Source]; The peak unemployment rate in the great depression was about 25%, and currently, it's officially about 15%, but some argue it's higher due to issues with the BLS survey. [Source] 2011-11-07: The U.S. unemployment rate in 2010 was 9.0 percent, with 13.9 million people unemployed. [Source: www.bls.gov] 2011-10-31: As of 2010, more than one in five children in the United States (15.75 million) lived in poverty. [Source: www.census.gov]; In September 2007 to September 2010, the abolishment rate of occupations was measured, with a significant number of workers in occupations that were abolished. [Source: www.bls.gov]; As of December 2010, many states in the United States had large increases in vacant properties, with unemployment rates varying by state. [Source: www.gao.gov]; The unemployment rate in Latin America and the Caribbean varies greatly, ranging from 1.2% in Guatemala to 12.9% in other countries. [Source: www.elibrary.imf.org];\"]"}
+{"batch_x": [8.699999809265137, 9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863], "batch_y": [8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137], "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], "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]], "batch_text": "[\"Available facts are as follows: 2011-12-26: The construction industry has consistently had the highest unemployment rate of all industries in the United States at 34%. [Source: www.nrel.gov]; Immigrants are not the cause of unemployment in the United States, and the unemployment rate in U.S. metropolitan areas in 2009 was not affected by immigration. [Source: www.americanimmigrationcouncil.org]; The unauthorized immigrant population has not increased since 2007 due to high U.S. unemployment and improved economic conditions in Mexico. [Source: www.dhs.gov] 2011-12-19: The unemployment rate for women in 2010 was 8.6 percent, with approximately 6 million women unemployed out of 72 million in the labor force. [Source: www.bls.gov]; In 2009, 21 states reported statistically higher unemployment rates in the ACS. [Source: www.census.gov]; The U.S. is currently 6.3 million jobs below where it was when the recession started. [Source: www.epi.org]; Federal emergency UI benefits boosted employment by about 750,000 jobs during the recession. [Source: www.cbpp.org] 2011-12-12: The unemployment rate for adult white high-school dropouts in the US was 11.4% in 2011. [Source: www.dissentmagazine.org]; In 2011, the average weekly unemployment benefits in the US were about $300, replacing about half of UI recipients' lost earnings. [Source: obamawhitehouse.archives.gov]; The unemployment rate in the euro area was 10.4% in December 2011. [Source: ec.europa.eu]; In December 2011, there were 13.3 million unemployed people looking for work in the US, with 7.1 million receiving unemployment insurance. [Source: www.americanprogress.org]; The unemployment rate in New Hampshire was 4.9% in December 2011. [Source: www.nhes.nh.gov] 2011-12-05: The unemployment rate in the United States fell to 8.6 percent in November 2011, down from 9.9 percent in November 2009. [Source: www.bls.gov, www.prb.org];\"\n \"Available facts are as follows: 2011-12-26: The construction industry has consistently had the highest unemployment rate of all industries in the United States at 34%. [Source: www.nrel.gov]; Immigrants are not the cause of unemployment in the United States, and the unemployment rate in U.S. metropolitan areas in 2009 was not affected by immigration. [Source: www.americanimmigrationcouncil.org]; The unauthorized immigrant population has not increased since 2007 due to high U.S. unemployment and improved economic conditions in Mexico. [Source: www.dhs.gov] 2011-12-19: The unemployment rate for women in 2010 was 8.6 percent, with approximately 6 million women unemployed out of 72 million in the labor force. [Source: www.bls.gov]; In 2009, 21 states reported statistically higher unemployment rates in the ACS. [Source: www.census.gov]; The U.S. is currently 6.3 million jobs below where it was when the recession started. [Source: www.epi.org]; Federal emergency UI benefits boosted employment by about 750,000 jobs during the recession. [Source: www.cbpp.org] 2011-12-12: The unemployment rate for adult white high-school dropouts in the US was 11.4% in 2011. [Source: www.dissentmagazine.org]; In 2011, the average weekly unemployment benefits in the US were about $300, replacing about half of UI recipients' lost earnings. [Source: obamawhitehouse.archives.gov]; The unemployment rate in the euro area was 10.4% in December 2011. [Source: ec.europa.eu]; In December 2011, there were 13.3 million unemployed people looking for work in the US, with 7.1 million receiving unemployment insurance. [Source: www.americanprogress.org]; The unemployment rate in New Hampshire was 4.9% in December 2011. [Source: www.nhes.nh.gov] 2011-12-05: The unemployment rate in the United States fell to 8.6 percent in November 2011, down from 9.9 percent in November 2009. [Source: www.bls.gov, www.prb.org];\"]"}
+{"batch_x": [9.300000190734863, 9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863], "batch_y": [8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568], "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], "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]], "batch_text": "['Available facts are as follows: 2012-01-23: The U.S. unemployment rates were 9.3% in 2009 and 9.6% in 2010, levels not seen since 1983. [Source: www.cdc.gov]; In December 2011, 24 states reported jobless rates significantly lower than the U.S. figure of 8.5 percent. [Source: www.bls.gov]; The unemployment rate among Hispanics was higher than the national average. [Source: www.pewresearch.org]; The GDP growth rate in the last quarter of 2011 was 2.8 percent. [Source: www.epi.org] 2012-01-16: The unemployment rate increased in 32 of the 50 states and the District of Columbia, with 11 states experiencing a rise of 10 percent or more. [Source: endhomelessness.org] 2012-01-09: The unemployment rate in the United States fell to 8.5 percent in December 2011 [Source: www.bls.gov]. 2012-01-02: The US unemployment rate continued to trend down, reaching 8.5 percent in December 2011, with 200,000 nonfarm payroll jobs added. [Source: www.bls.gov];'\n 'Available facts are as follows: 2012-01-23: The U.S. unemployment rates were 9.3% in 2009 and 9.6% in 2010, levels not seen since 1983. [Source: www.cdc.gov]; In December 2011, 24 states reported jobless rates significantly lower than the U.S. figure of 8.5 percent. [Source: www.bls.gov]; The unemployment rate among Hispanics was higher than the national average. [Source: www.pewresearch.org]; The GDP growth rate in the last quarter of 2011 was 2.8 percent. [Source: www.epi.org] 2012-01-16: The unemployment rate increased in 32 of the 50 states and the District of Columbia, with 11 states experiencing a rise of 10 percent or more. [Source: endhomelessness.org] 2012-01-09: The unemployment rate in the United States fell to 8.5 percent in December 2011 [Source: www.bls.gov]. 2012-01-02: The US unemployment rate continued to trend down, reaching 8.5 percent in December 2011, with 200,000 nonfarm payroll jobs added. [Source: www.bls.gov];']"}
+{"batch_x": [9.300000190734863, 9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137], "batch_y": [8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5], "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], "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]], "batch_text": "['Available facts are as follows: 2012-02-20: The median earnings of workers in the United States vary by educational attainment, with higher earnings associated with higher levels of education. [Source: census.gov]; The unemployment rate for high school dropouts reached a peak of 17.6% in January 2010. [Source: www.census.gov]; The unemployment rate for African Americans has consistently been roughly twice the white rate over the past 50 years. [Source: www.epi.org]; The volunteer rate in the United States rose in 2011, with 26.8% of employed persons volunteering. [Source: www.bls.gov]; Real earnings in January 2012 remained unchanged due to a 0.2% increase in the Consumer Price Index offsetting a 0.2% increase in average hourly earnings. [Source: www.bls.gov] 2012-02-13: The rate of unemployment in the United States has exceeded 8 percent since February 2009, making it the longest stretch of high unemployment. [Source: www.cbo.gov]; The unemployment rate in the United States dropped to 8.3 percent in February 2012. [Source: www.epi.org]; The Congressional Budget Office (CBO) projects that the unemployment rate will remain above 8 percent until 2014. [Source: www.cbo.gov] 2012-02-06: The U.S. unemployment rate was higher than most other industrialized countries by the end of the 2007-2009 recession and remained so in the following months. [Source: www.bls.gov] 2012-01-30: The unemployment rate in the United States decreased from 8.5% to 8.3% in January 2012, with payroll employment growth of 243,000. [Source: www.epi.org]; The U-3 unemployment rate, which is the total unemployed as a percent of the civilian labor force, is the definition used for the official unemployment rate. [Source: www.bls.gov];'\n 'Available facts are as follows: 2012-02-20: The median earnings of workers in the United States vary by educational attainment, with higher earnings associated with higher levels of education. [Source: census.gov]; The unemployment rate for high school dropouts reached a peak of 17.6% in January 2010. [Source: www.census.gov]; The unemployment rate for African Americans has consistently been roughly twice the white rate over the past 50 years. [Source: www.epi.org]; The volunteer rate in the United States rose in 2011, with 26.8% of employed persons volunteering. [Source: www.bls.gov]; Real earnings in January 2012 remained unchanged due to a 0.2% increase in the Consumer Price Index offsetting a 0.2% increase in average hourly earnings. [Source: www.bls.gov] 2012-02-13: The rate of unemployment in the United States has exceeded 8 percent since February 2009, making it the longest stretch of high unemployment. [Source: www.cbo.gov]; The unemployment rate in the United States dropped to 8.3 percent in February 2012. [Source: www.epi.org]; The Congressional Budget Office (CBO) projects that the unemployment rate will remain above 8 percent until 2014. [Source: www.cbo.gov] 2012-02-06: The U.S. unemployment rate was higher than most other industrialized countries by the end of the 2007-2009 recession and remained so in the following months. [Source: www.bls.gov] 2012-01-30: The unemployment rate in the United States decreased from 8.5% to 8.3% in January 2012, with payroll employment growth of 243,000. [Source: www.epi.org]; The U-3 unemployment rate, which is the total unemployed as a percent of the civilian labor force, is the definition used for the official unemployment rate. [Source: www.bls.gov];']"}
+{"batch_x": [9.100000381469727, 8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273], "batch_y": [7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432], "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], "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]], "batch_text": "['Available facts are as follows: 2012-03-26: The U.S. unemployment rate has been a significant concern, with rates varying across states and regions, such as Michigan having a higher rate of 15.3% in October 2009. [Source: npc.umich.edu]; The Canadian unemployment rate is currently 0.9 percentage points below that of the United States. [Source: www.budget.canada.ca] 2012-03-19: The national unemployment rate in the United States was a concern in 2011-2012, with various states experiencing different rates of unemployment. [Source: www.bls.gov] 2012-03-12: As of 2012, Nevada had the highest unemployment rate at 13.5%, followed by California at 11.7%, while North Dakota had the lowest jobless rate. [Source: www.bls.gov]; The national average unemployment rate increased 4.2 percentage points during the recession. [Source: www.urban.org]; The Federal Reserve announced that 19 bank holding companies have built up their capital levels since the government stress tests in 2009. [Source: www.federalreserve.gov] 2012-03-05: The U.S. unemployment rate was adjusted by 0.5 points in February 2012 due to seasonal factors. [Source]; In 2020, the unemployment rates in the United States and Canada spiked starting at the end of the first quarter and into the second quarter due to the COVID-19 pandemic. [Source]; As of 2011, the national unemployment rate and state & local unemployment rates were tracked by the U.S. Bureau of Labor Statistics. [Source]; In 2011, unit labor costs and real hourly compensation were reported by the U.S. Bureau of Labor Statistics. [Source]; As of 2012, the U.S. economy had fewer jobs than in January 2001, with over 11 million jobs needed to return the unemployment rate to its pre-recession level. [Source];'\n 'Available facts are as follows: 2012-03-26: The U.S. unemployment rate has been a significant concern, with rates varying across states and regions, such as Michigan having a higher rate of 15.3% in October 2009. [Source: npc.umich.edu]; The Canadian unemployment rate is currently 0.9 percentage points below that of the United States. [Source: www.budget.canada.ca] 2012-03-19: The national unemployment rate in the United States was a concern in 2011-2012, with various states experiencing different rates of unemployment. [Source: www.bls.gov] 2012-03-12: As of 2012, Nevada had the highest unemployment rate at 13.5%, followed by California at 11.7%, while North Dakota had the lowest jobless rate. [Source: www.bls.gov]; The national average unemployment rate increased 4.2 percentage points during the recession. [Source: www.urban.org]; The Federal Reserve announced that 19 bank holding companies have built up their capital levels since the government stress tests in 2009. [Source: www.federalreserve.gov] 2012-03-05: The U.S. unemployment rate was adjusted by 0.5 points in February 2012 due to seasonal factors. [Source]; In 2020, the unemployment rates in the United States and Canada spiked starting at the end of the first quarter and into the second quarter due to the COVID-19 pandemic. [Source]; As of 2011, the national unemployment rate and state & local unemployment rates were tracked by the U.S. Bureau of Labor Statistics. [Source]; In 2011, unit labor costs and real hourly compensation were reported by the U.S. Bureau of Labor Statistics. [Source]; As of 2012, the U.S. economy had fewer jobs than in January 2001, with over 11 million jobs needed to return the unemployment rate to its pre-recession level. [Source];']"}
+{"batch_x": [8.800000190734863, 8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137], "batch_y": [7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568], "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], "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]], "batch_text": "['Available facts are as follows: 2012-04-23: In March 2012, 49 states and the District of Columbia registered unemployment rate decreases from a year earlier. [Source: www.bls.gov]; In December 2011, the unemployment rate for older workers was high, and many experienced challenges in finding employment. [Source: www.gao.gov]; The length of job search for the unemployed varied, with some experiencing longer periods of unemployment. [Source: www.bls.gov]; There was unemployment disparity across regions, with mining states having lower unemployment rates. [Source: treasury.gov.au]; The U.S. teen birth rate correlated with state income inequality, with states with higher income inequality having higher teen birth rates. [Source: www.prb.org]; The Small Area Income and Poverty Estimates (SAIPE) Program provided data on income and poverty estimates at the state and county levels. [Source: www.census.gov] 2012-04-16: As of March 2012, the unemployment rate in the United States stood at 8.2 percent. [Source: www.epi.org]; From February 2011 to 2012, unemployment rates were lower. [Source: www.bls.gov] 2012-04-09: The unemployment rate in the United States was 8.2% in March 2012, with little change from previous months. [Source: www.bls.gov]; The peak unemployment rate in Los Angeles was higher than the national average during the same period. [Source: www.federalreserve.gov]; The job finding probability has accounted for three-quarters of the fluctuations in the unemployment rate in the United States since 1948. [Source: www.sciencedirect.com] 2012-04-02: The unemployment rate in the United States dropped to 8.2% in March 2012, with 120,000 jobs added to the economy. [Source: www.americanprogress.org]; Long-term unemployment rates for foreign-born Asian American workers stood at 54.3% in 2010, compared to 51.5% for U.S.-born Asian Americans. [Source: www.epi.org]; The working poor rate was 7.2% in 2010, with 10.5 million individuals working but still living below the poverty line. [Source: www.bls.gov];'\n 'Available facts are as follows: 2012-04-23: In March 2012, 49 states and the District of Columbia registered unemployment rate decreases from a year earlier. [Source: www.bls.gov]; In December 2011, the unemployment rate for older workers was high, and many experienced challenges in finding employment. [Source: www.gao.gov]; The length of job search for the unemployed varied, with some experiencing longer periods of unemployment. [Source: www.bls.gov]; There was unemployment disparity across regions, with mining states having lower unemployment rates. [Source: treasury.gov.au]; The U.S. teen birth rate correlated with state income inequality, with states with higher income inequality having higher teen birth rates. [Source: www.prb.org]; The Small Area Income and Poverty Estimates (SAIPE) Program provided data on income and poverty estimates at the state and county levels. [Source: www.census.gov] 2012-04-16: As of March 2012, the unemployment rate in the United States stood at 8.2 percent. [Source: www.epi.org]; From February 2011 to 2012, unemployment rates were lower. [Source: www.bls.gov] 2012-04-09: The unemployment rate in the United States was 8.2% in March 2012, with little change from previous months. [Source: www.bls.gov]; The peak unemployment rate in Los Angeles was higher than the national average during the same period. [Source: www.federalreserve.gov]; The job finding probability has accounted for three-quarters of the fluctuations in the unemployment rate in the United States since 1948. [Source: www.sciencedirect.com] 2012-04-02: The unemployment rate in the United States dropped to 8.2% in March 2012, with 120,000 jobs added to the economy. [Source: www.americanprogress.org]; Long-term unemployment rates for foreign-born Asian American workers stood at 54.3% in 2010, compared to 51.5% for U.S.-born Asian Americans. [Source: www.epi.org]; The working poor rate was 7.2% in 2010, with 10.5 million individuals working but still living below the poverty line. [Source: www.bls.gov];']"}
+{"batch_x": [8.5, 8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432], "batch_y": [8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5], "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], "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]], "batch_text": "[\"Available facts are as follows: 2012-05-21: As of May 2012, California had high long-term unemployment rates, and a significant portion of the Asian American labor force resides in California. [Source: www.epi.org]; Eligible claimants in Missouri may receive up to 20 weeks of unemployment insurance benefits through the state. [Source: www.mo.gov]; The labor force participation rate has declined in the United States between 2007 and 2011, with a high unemployment rate. [Source: www.epi.org]; Changes in U.S. immigration laws or policies could have significant impacts on the supply of foreign-born, hired farm labor. [Source: www.ers.usda.gov]; Home production increases in states with high unemployment rates, but the unemployment rate in 2009 was almost as high as in previous years. [Source: apps.bea.gov]; The national unemployment rate and state & local unemployment rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; Support for unemployment benefits varies across countries, with social protection significantly softening the impact of the crisis for many individuals. [Source: www.intereconomics.eu] 2012-05-14: The U.S. annual average unemployment rate fell from 9.6 percent in 2010 to 8.9 percent in 2011. [Source: www.ers.usda.gov]; In Oconomowoc, Wisconsin, the unemployment rate was 7.10% in 2012, lower than the national average. [Source: www.oconomowoc-wi.gov]; The AAPI (Asian American Pacific Islander) unemployment rate peaked at 7.8% in 2010. [Source: obamawhitehouse.archives.gov]; The national unemployment rate varied across regions, with rural areas having higher rates than urban areas. [Source: www.ers.usda.gov] 2012-05-07: The U.S. employment has increased steadily since the second quarter of 2020, adding more than 21 million jobs. [Source: www.bls.gov]; The U.S. unemployment rate was 10.6% in 2010. [Source: www.farmworkerjustice.org]; U.S. import prices declined 0.5 percent in April 2012, following a 1.5-percent increase in March. [Source: www.bls.gov]; The child poverty rate in selected developed countries, including the United States, was reported in 2009. [Source: www.epi.org] 2012-04-30: The Gallup seasonally adjusted U.S. unemployment rate increased in April, while the unadjusted rate showed a modest decline to 8.3% from 8.4% in March. [Source: news.gallup.com]; The U.S. unemployment rate is about one percentage point above Canada's rate, with the U.S. rate at 8.1% and Canada's at 7.2%. [Source: milescorak.com]; The unemployment rate for young male college graduates in the U.S. has improved, but the labor market for young graduates remains grim. [Source: www.epi.org]; The national unemployment rate in the U.S. is around 8.1%, with varying state unemployment rates. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2012-05-21: As of May 2012, California had high long-term unemployment rates, and a significant portion of the Asian American labor force resides in California. [Source: www.epi.org]; Eligible claimants in Missouri may receive up to 20 weeks of unemployment insurance benefits through the state. [Source: www.mo.gov]; The labor force participation rate has declined in the United States between 2007 and 2011, with a high unemployment rate. [Source: www.epi.org]; Changes in U.S. immigration laws or policies could have significant impacts on the supply of foreign-born, hired farm labor. [Source: www.ers.usda.gov]; Home production increases in states with high unemployment rates, but the unemployment rate in 2009 was almost as high as in previous years. [Source: apps.bea.gov]; The national unemployment rate and state & local unemployment rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; Support for unemployment benefits varies across countries, with social protection significantly softening the impact of the crisis for many individuals. [Source: www.intereconomics.eu] 2012-05-14: The U.S. annual average unemployment rate fell from 9.6 percent in 2010 to 8.9 percent in 2011. [Source: www.ers.usda.gov]; In Oconomowoc, Wisconsin, the unemployment rate was 7.10% in 2012, lower than the national average. [Source: www.oconomowoc-wi.gov]; The AAPI (Asian American Pacific Islander) unemployment rate peaked at 7.8% in 2010. [Source: obamawhitehouse.archives.gov]; The national unemployment rate varied across regions, with rural areas having higher rates than urban areas. [Source: www.ers.usda.gov] 2012-05-07: The U.S. employment has increased steadily since the second quarter of 2020, adding more than 21 million jobs. [Source: www.bls.gov]; The U.S. unemployment rate was 10.6% in 2010. [Source: www.farmworkerjustice.org]; U.S. import prices declined 0.5 percent in April 2012, following a 1.5-percent increase in March. [Source: www.bls.gov]; The child poverty rate in selected developed countries, including the United States, was reported in 2009. [Source: www.epi.org] 2012-04-30: The Gallup seasonally adjusted U.S. unemployment rate increased in April, while the unadjusted rate showed a modest decline to 8.3% from 8.4% in March. [Source: news.gallup.com]; The U.S. unemployment rate is about one percentage point above Canada's rate, with the U.S. rate at 8.1% and Canada's at 7.2%. [Source: milescorak.com]; The unemployment rate for young male college graduates in the U.S. has improved, but the labor market for young graduates remains grim. [Source: www.epi.org]; The national unemployment rate in the U.S. is around 8.1%, with varying state unemployment rates. [Source: www.bls.gov];\"]"}
+{"batch_x": [8.199999809265137, 8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273], "batch_y": [8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727], "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], "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]], "batch_text": "['Available facts are as follows: 2012-06-25: The unemployment rate is the number of unemployed persons as a percent of the civilian labor force. [Source: www.bls.gov]; The unemployment rate among persons with a disability in the United States was reported in 2011. [Source: www.bls.gov]; The unemployment rate in Puerto Rico was 39 percent, 19 percentage points higher than the U.S. rate. [Source: www.newyorkfed.org] 2012-06-18: In May 2012, state unemployment rates varied across the United States, with some states experiencing higher rates than others. [Source: www.bls.gov]; As of 2012, unemployment was 3.5 percentage points higher than before the recession, and lost private-sector jobs were only two-thirds the rate of the average spending cut state. [Source: www.americanprogress.org]; A mass layoff event occurs when fifty or more initial claims for unemployment insurance benefits are filed against an employer during a 5-week period. [Source: www.bls.gov]; The unemployment rates of the Los Angeles region, California, and the United States were tracked from January 2007 to March 2012. [Source: www.epi.org]; In 2005, most Asians in the United States (58%) were employed, and among workers ages 25 and older who were unemployed, 45% were Asian. [Source: www.pewresearch.org]; In the mid-2000s, about 7% of U.S. workers saw their jobs disappear in any three-month period. [Source: opened.cuny.edu]; The IMF projected real GDP in the United States to increase 2.0% in 2012. [Source: sgp.fas.org]; The unemployment rate of Chicago was 8.6 percent in May 2012, compared to 10.1 percent in May 2011. [Source: www.cps.edu] 2012-06-11: The unemployment rate in the United States has been decreasing across many socioeconomic groups, but certain groups such as persons with disabilities and returning veterans are still facing difficulties in finding employment. [Source: www.bls.gov, eoa.oregonstate.edu]; The employment-population ratio is the proportion of the civilian noninstitutional population that is employed. [Source: www.bls.gov]; Spain, Ireland, Portugal, and the United States experienced the largest increases in the unemployment rate between 2007 and 2011. [Source: www.imf.org] 2012-06-04: The unemployment rate in the United States was 8.2% in May 2012. [Source: www.bls.gov];'\n 'Available facts are as follows: 2012-06-25: The unemployment rate is the number of unemployed persons as a percent of the civilian labor force. [Source: www.bls.gov]; The unemployment rate among persons with a disability in the United States was reported in 2011. [Source: www.bls.gov]; The unemployment rate in Puerto Rico was 39 percent, 19 percentage points higher than the U.S. rate. [Source: www.newyorkfed.org] 2012-06-18: In May 2012, state unemployment rates varied across the United States, with some states experiencing higher rates than others. [Source: www.bls.gov]; As of 2012, unemployment was 3.5 percentage points higher than before the recession, and lost private-sector jobs were only two-thirds the rate of the average spending cut state. [Source: www.americanprogress.org]; A mass layoff event occurs when fifty or more initial claims for unemployment insurance benefits are filed against an employer during a 5-week period. [Source: www.bls.gov]; The unemployment rates of the Los Angeles region, California, and the United States were tracked from January 2007 to March 2012. [Source: www.epi.org]; In 2005, most Asians in the United States (58%) were employed, and among workers ages 25 and older who were unemployed, 45% were Asian. [Source: www.pewresearch.org]; In the mid-2000s, about 7% of U.S. workers saw their jobs disappear in any three-month period. [Source: opened.cuny.edu]; The IMF projected real GDP in the United States to increase 2.0% in 2012. [Source: sgp.fas.org]; The unemployment rate of Chicago was 8.6 percent in May 2012, compared to 10.1 percent in May 2011. [Source: www.cps.edu] 2012-06-11: The unemployment rate in the United States has been decreasing across many socioeconomic groups, but certain groups such as persons with disabilities and returning veterans are still facing difficulties in finding employment. [Source: www.bls.gov, eoa.oregonstate.edu]; The employment-population ratio is the proportion of the civilian noninstitutional population that is employed. [Source: www.bls.gov]; Spain, Ireland, Portugal, and the United States experienced the largest increases in the unemployment rate between 2007 and 2011. [Source: www.imf.org] 2012-06-04: The unemployment rate in the United States was 8.2% in May 2012. [Source: www.bls.gov];']"}
+{"batch_x": [8.300000190734863, 8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727], "batch_y": [8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568], "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], "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]], "batch_text": "[\"Available facts are as follows: 2012-07-23: In June 2012, 25 states reported jobless rates significantly lower than the U.S. figure of 8.2 percent, 8 states had measurably higher rates, and 17 states and the District of Columbia had rates not significantly different from that of the U.S. [Source: www.bls.gov]; The U.S. Bureau of Labor Statistics defines an unemployed person as a potential worker who is currently jobless, has actively sought work in the previous four weeks, and is currently available to start work. [Source: www.brookings.edu] 2012-07-16: The U.S. fertility rate is edging closer to Total Fertility Rates (TFRs) in other developed countries. [Source: www.prb.org]; The U.S. economy has created 2.6 million net jobs since the end of the Great Recession in June 2009. [Source: www.epi.org]; 80% of jobs created since the recession's end have gone to men. [Source: www.epi.org]; The national unemployment rate and state & local unemployment rates are available on the Bureau of Labor Statistics website. [Source: www.bls.gov]; The unemployment rate is calculated based on the Current Population Survey (CPS). [Source: en.wikipedia.org] 2012-07-09: The unemployment rate for Black or African Americans was 15.2% in 2012, followed by American Indian and Alaska Natives at 14.9%. [Source]; The poverty rate increased the most in rural areas and regions with high unemployment rates during the 2007-09 recession. [Source]; The unemployment rate declined by 1.2 to 2.8 percentage points in three U.S. states since the worst days of the crisis. [Source] 2012-07-02: The unemployment rate in the United States was 8.2% in June 2012, with 80,000 jobs added to the economy. [Source: www.nytimes.com]; The unemployment rate in Manistee County, MI was tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; The unemployment rate in Mason County, MI was also tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org];\"\n \"Available facts are as follows: 2012-07-23: In June 2012, 25 states reported jobless rates significantly lower than the U.S. figure of 8.2 percent, 8 states had measurably higher rates, and 17 states and the District of Columbia had rates not significantly different from that of the U.S. [Source: www.bls.gov]; The U.S. Bureau of Labor Statistics defines an unemployed person as a potential worker who is currently jobless, has actively sought work in the previous four weeks, and is currently available to start work. [Source: www.brookings.edu] 2012-07-16: The U.S. fertility rate is edging closer to Total Fertility Rates (TFRs) in other developed countries. [Source: www.prb.org]; The U.S. economy has created 2.6 million net jobs since the end of the Great Recession in June 2009. [Source: www.epi.org]; 80% of jobs created since the recession's end have gone to men. [Source: www.epi.org]; The national unemployment rate and state & local unemployment rates are available on the Bureau of Labor Statistics website. [Source: www.bls.gov]; The unemployment rate is calculated based on the Current Population Survey (CPS). [Source: en.wikipedia.org] 2012-07-09: The unemployment rate for Black or African Americans was 15.2% in 2012, followed by American Indian and Alaska Natives at 14.9%. [Source]; The poverty rate increased the most in rural areas and regions with high unemployment rates during the 2007-09 recession. [Source]; The unemployment rate declined by 1.2 to 2.8 percentage points in three U.S. states since the worst days of the crisis. [Source] 2012-07-02: The unemployment rate in the United States was 8.2% in June 2012, with 80,000 jobs added to the economy. [Source: www.nytimes.com]; The unemployment rate in Manistee County, MI was tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; The unemployment rate in Mason County, MI was also tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org];\"]"}
+{"batch_x": [8.800000190734863, 8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137], "batch_y": [7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568], "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], "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]], "batch_text": "['Available facts are as follows: 2012-08-20: Regional and state unemployment rates were generally little changed or slightly higher in July 2012, with the national jobless rate remaining unchanged. [Source: www.bls.gov]; The Consumer Price Index (CPI) is an estimate of the average change in prices over time paid by urban consumers for a market basket of consumer goods and services. [Source: www.bls.gov]; The Unemployment Rate for the United States was recorded from April 1929 to June 1942, with a quarterly, seasonally adjusted rate from Q2 1940 to Q4 1946. [Source: fred.stlouisfed.org] 2012-08-13: The unemployment rate in the United States rose from an average value of 4.6% in 2006 to its peak of 10% in October 2009. [Source: www.newyorkfed.org]; In 2011, high school dropouts had an unemployment rate of 14.1%, while those with a bachelor\\'s degree or higher had an unemployment rate of 4.3%. [Source: research.newamericaneconomy.org]; The unemployment rate in the United States continues to rise, despite increased hiring by businesses. [Source: www.debt.org] 2012-08-06: The unemployment rate in the US in 2009 ranged from 6.8% in Arkansas to 9.5% in other states. [Source: pubmed.ncbi.nlm.nih.gov]; In July 2012, the Bureau of Labor Statistics reported on employment and unemployment in the US. [Source: www.bls.gov]; The U.S. Census Bureau reported an average unemployment rate of 8.3% among the White, non-Hispanic labor force in North Carolina between 2008 and 2010. [Source: gri.unc.edu]; In 2012, Puerto Ricans had the highest unemployment rates, while Cubans had the lowest among Latino ethnic groups. [Source: www.americanprogress.org]; The U.S. Census Bureau released a mobile app, \"America\\'s Economy,\" providing real-time statistics on the US economy in 2012. [Source: www.census.gov] 2012-07-30: The national unemployment rate in the United States was reported in June 2012. [Source: www.bls.gov]; The cost of the unemployment insurance program is financed by employers who pay state and federal taxes on part of the wages paid to each employee. [Source: does.dc.gov]; Falling public employment has been among the largest contributors to unemployment in the United States since the end of the Great Recession. [Source: www.hamiltonproject.org, www.brookings.edu]; The average annual inflation rate in the United States from 1950 to 2010 was 3.7 percent. [Source: www.aapd.org];'\n 'Available facts are as follows: 2012-08-20: Regional and state unemployment rates were generally little changed or slightly higher in July 2012, with the national jobless rate remaining unchanged. [Source: www.bls.gov]; The Consumer Price Index (CPI) is an estimate of the average change in prices over time paid by urban consumers for a market basket of consumer goods and services. [Source: www.bls.gov]; The Unemployment Rate for the United States was recorded from April 1929 to June 1942, with a quarterly, seasonally adjusted rate from Q2 1940 to Q4 1946. [Source: fred.stlouisfed.org] 2012-08-13: The unemployment rate in the United States rose from an average value of 4.6% in 2006 to its peak of 10% in October 2009. [Source: www.newyorkfed.org]; In 2011, high school dropouts had an unemployment rate of 14.1%, while those with a bachelor\\'s degree or higher had an unemployment rate of 4.3%. [Source: research.newamericaneconomy.org]; The unemployment rate in the United States continues to rise, despite increased hiring by businesses. [Source: www.debt.org] 2012-08-06: The unemployment rate in the US in 2009 ranged from 6.8% in Arkansas to 9.5% in other states. [Source: pubmed.ncbi.nlm.nih.gov]; In July 2012, the Bureau of Labor Statistics reported on employment and unemployment in the US. [Source: www.bls.gov]; The U.S. Census Bureau reported an average unemployment rate of 8.3% among the White, non-Hispanic labor force in North Carolina between 2008 and 2010. [Source: gri.unc.edu]; In 2012, Puerto Ricans had the highest unemployment rates, while Cubans had the lowest among Latino ethnic groups. [Source: www.americanprogress.org]; The U.S. Census Bureau released a mobile app, \"America\\'s Economy,\" providing real-time statistics on the US economy in 2012. [Source: www.census.gov] 2012-07-30: The national unemployment rate in the United States was reported in June 2012. [Source: www.bls.gov]; The cost of the unemployment insurance program is financed by employers who pay state and federal taxes on part of the wages paid to each employee. [Source: does.dc.gov]; Falling public employment has been among the largest contributors to unemployment in the United States since the end of the Great Recession. [Source: www.hamiltonproject.org, www.brookings.edu]; The average annual inflation rate in the United States from 1950 to 2010 was 3.7 percent. [Source: www.aapd.org];']"}
+{"batch_x": [8.699999809265137, 8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568], "batch_y": [7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863], "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], "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]], "batch_text": "[\"Available facts are as follows: 2012-09-24: As of August 2012, North Dakota had the lowest jobless rate at 3.0 percent, while Alabama's unemployment rate was not specified. [Source: www.bls.gov]; In 2010, the hourly compensation costs in manufacturing varied across selected countries, with the United States having a rate of $34.74 per hour. [Source: www.bls.gov]; As of 2010, the state unemployment rate in New York was 8.5 percent, with 42 cities having higher rates and 48 cities having poverty rates exceeding the state rate. [Source: www.osc.ny.gov] 2012-09-17: As of 2012, Ohio's economy ranks 8th largest among states, with an unemployment rate similar to the national average. [Source: lsc.ohio.gov]; The U.S. unemployment rate in mid-September 2012 was 7.9%, down 0.2 percentage points from August. [Source: news.gallup.com]; In January 2012, the median tenure of public sector employees was 7.8 years, almost double that of private sector employees at 4.2 years. [Source: www.bls.gov]; As of 2012, the state unemployment rate in New Jersey was 9.9%, with Camden, NJ having an even higher jobless rate. [Source: www.thirteen.org] 2012-09-10: The unemployment rate in the United States was 8.1% in August 2012, and the labor force participation rate was also down. [Source: www.bls.gov] 2012-09-03: As of 2011, unemployment rates were lowest for non-Hispanic Asians (7.0 percent) and non-Hispanic Whites (7.2 percent) in the United States. [Source]; In 2012, about 15 percent of the U.S. workforce was either unemployed, underemployed, or marginally attached, nearly twice the rate just before the Great Recession. [Source]; The youth unemployment rate in Greece and Spain climbed to 53 percent, compared to 15 percent in the United States. [Source];\"\n \"Available facts are as follows: 2012-09-24: As of August 2012, North Dakota had the lowest jobless rate at 3.0 percent, while Alabama's unemployment rate was not specified. [Source: www.bls.gov]; In 2010, the hourly compensation costs in manufacturing varied across selected countries, with the United States having a rate of $34.74 per hour. [Source: www.bls.gov]; As of 2010, the state unemployment rate in New York was 8.5 percent, with 42 cities having higher rates and 48 cities having poverty rates exceeding the state rate. [Source: www.osc.ny.gov] 2012-09-17: As of 2012, Ohio's economy ranks 8th largest among states, with an unemployment rate similar to the national average. [Source: lsc.ohio.gov]; The U.S. unemployment rate in mid-September 2012 was 7.9%, down 0.2 percentage points from August. [Source: news.gallup.com]; In January 2012, the median tenure of public sector employees was 7.8 years, almost double that of private sector employees at 4.2 years. [Source: www.bls.gov]; As of 2012, the state unemployment rate in New Jersey was 9.9%, with Camden, NJ having an even higher jobless rate. [Source: www.thirteen.org] 2012-09-10: The unemployment rate in the United States was 8.1% in August 2012, and the labor force participation rate was also down. [Source: www.bls.gov] 2012-09-03: As of 2011, unemployment rates were lowest for non-Hispanic Asians (7.0 percent) and non-Hispanic Whites (7.2 percent) in the United States. [Source]; In 2012, about 15 percent of the U.S. workforce was either unemployed, underemployed, or marginally attached, nearly twice the rate just before the Great Recession. [Source]; The youth unemployment rate in Greece and Spain climbed to 53 percent, compared to 15 percent in the United States. [Source];\"]"}
+{"batch_x": [8.399999618530273, 7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5], "batch_y": [7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863], "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], "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]], "batch_text": "['Available facts are as follows: 2012-10-22: The US unemployment rate has historically not seen sustained downward pressure with the current rate of growth. [Source: www.epi.org]; The unemployment rate in September 2012 was 10.2% in California. [Source: edd.ca.gov]; 25.8 million workers are either unemployed or underemployed in the US. [Source: www.dissentmagazine.org] 2012-10-15: The unemployment rate of immigrants with African college degrees was 7.7 percent, or 71 percent higher than that of immigrants with U.S. college degrees (4.5%). [Source: lincs.ed.gov]; The college enrollment rate increased from 53 percent among high school graduates. [Source: www.bls.gov]; The national unemployment rate in the United States was 8.1 percent in July 2012. [Source: www.esri.com]; The youth unemployment rate for the ten new EU member states was 30%. [Source: ftp.iza.org] 2012-10-08: Objective facts about the Economics situationThe unemployment rate in the United States was 7.8% in September 2012, according to the Bureau of Labor Statistics. [Source: www.bls.gov]The maximum duration of unemployment benefits in the highest unemployment states was extended by the U.S. Congress to 99 weeks in the depths of the Great Recession. [Source: scholar.harvard.edu] 2012-10-01: The unemployment rate in the United States was 7.8% in October 2012, down from 8.1% the previous month. [Source: www.nytimes.com]; The unemployment rate in emerging markets and developing economies was expected to increase by ¼ percentage point. [Source: www.imf.org]; The unemployment rate for college-educated workers in the US was not showing signs of supply limits. [Source: cepr.net]; The unemployment rate in Alabama was lower than the rest of the region, with a rate of 5.3% in Panama City, compared to the US average of 6.0%. [Source: www.epi.org, installations.militaryonesource.mil];'\n 'Available facts are as follows: 2012-10-22: The US unemployment rate has historically not seen sustained downward pressure with the current rate of growth. [Source: www.epi.org]; The unemployment rate in September 2012 was 10.2% in California. [Source: edd.ca.gov]; 25.8 million workers are either unemployed or underemployed in the US. [Source: www.dissentmagazine.org] 2012-10-15: The unemployment rate of immigrants with African college degrees was 7.7 percent, or 71 percent higher than that of immigrants with U.S. college degrees (4.5%). [Source: lincs.ed.gov]; The college enrollment rate increased from 53 percent among high school graduates. [Source: www.bls.gov]; The national unemployment rate in the United States was 8.1 percent in July 2012. [Source: www.esri.com]; The youth unemployment rate for the ten new EU member states was 30%. [Source: ftp.iza.org] 2012-10-08: Objective facts about the Economics situationThe unemployment rate in the United States was 7.8% in September 2012, according to the Bureau of Labor Statistics. [Source: www.bls.gov]The maximum duration of unemployment benefits in the highest unemployment states was extended by the U.S. Congress to 99 weeks in the depths of the Great Recession. [Source: scholar.harvard.edu] 2012-10-01: The unemployment rate in the United States was 7.8% in October 2012, down from 8.1% the previous month. [Source: www.nytimes.com]; The unemployment rate in emerging markets and developing economies was expected to increase by ¼ percentage point. [Source: www.imf.org]; The unemployment rate for college-educated workers in the US was not showing signs of supply limits. [Source: cepr.net]; The unemployment rate in Alabama was lower than the rest of the region, with a rate of 5.3% in Panama City, compared to the US average of 6.0%. [Source: www.epi.org, installations.militaryonesource.mil];']"}
+{"batch_x": [7.699999809265137, 7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432], "batch_y": [7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137], "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], "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]], "batch_text": "['Available facts are as follows: 2012-11-19: The unemployment rate in the United States is a major concern, with extended mass layoffs reported in the third quarter of 2012 [Source: www.bls.gov]. Unemployment rates vary by state, with some states having rates as high as 12.9% [Source: www.bls.gov]. 2012-11-12: The unemployment rate in the United States was 25% in 1933, up from 3.2% in 1929 during the Great Depression [Source: www.digitalhistory.uh.edu]. The current long-term unemployment problem in the US is unlike anything experienced before [Source: www.americanprogress.org]. 2012-11-05: The labor force participation rate increased by education level for Americans born from 1980 to 1984. [Source: www.bls.gov]; The unemployment rate in the US was 3.8 percent in April 2024. [Source: www.bls.gov]; National and state-level reports present prevalence and relative economic status of people with disabilities in the US. [Source: www.disabilitystatistics.org]; The unemployment rate in European countries (except Germany) is higher than in the US. [Source: research.stlouisfed.org]; Frictional unemployment is always present in the economy due to temporary transitions between jobs. [Source: www.debt.org]; The job openings rate in the US was back to its June 2008 level in June 2012. [Source: www.imf.org]; In 2011, 63 percent of Ohioans who filed initial claims for unemployment insurance benefits received them. [Source: www.policymattersohio.org]; The US jobs deficit is 9 million. [Source: www.epi.org] 2012-10-29: The United States unemployment rate increased to 7.9% in October 2012, with payroll employment up 171,000. [Source: www.jec.senate.gov]; Metropolitan division employment and unemployment rates vary across the US, with some areas experiencing higher unemployment rates than others. [Source: www.bls.gov]; Community and social service occupations accounted for less than 1.5% of US employment in 2011, with 1.9 million jobs. [Source: www.bls.gov]; The Euro area unemployment rate was 11.6% in September 2012, with the EU27 rate at 10.6%. [Source: europa.eu];'\n 'Available facts are as follows: 2012-11-19: The unemployment rate in the United States is a major concern, with extended mass layoffs reported in the third quarter of 2012 [Source: www.bls.gov]. Unemployment rates vary by state, with some states having rates as high as 12.9% [Source: www.bls.gov]. 2012-11-12: The unemployment rate in the United States was 25% in 1933, up from 3.2% in 1929 during the Great Depression [Source: www.digitalhistory.uh.edu]. The current long-term unemployment problem in the US is unlike anything experienced before [Source: www.americanprogress.org]. 2012-11-05: The labor force participation rate increased by education level for Americans born from 1980 to 1984. [Source: www.bls.gov]; The unemployment rate in the US was 3.8 percent in April 2024. [Source: www.bls.gov]; National and state-level reports present prevalence and relative economic status of people with disabilities in the US. [Source: www.disabilitystatistics.org]; The unemployment rate in European countries (except Germany) is higher than in the US. [Source: research.stlouisfed.org]; Frictional unemployment is always present in the economy due to temporary transitions between jobs. [Source: www.debt.org]; The job openings rate in the US was back to its June 2008 level in June 2012. [Source: www.imf.org]; In 2011, 63 percent of Ohioans who filed initial claims for unemployment insurance benefits received them. [Source: www.policymattersohio.org]; The US jobs deficit is 9 million. [Source: www.epi.org] 2012-10-29: The United States unemployment rate increased to 7.9% in October 2012, with payroll employment up 171,000. [Source: www.jec.senate.gov]; Metropolitan division employment and unemployment rates vary across the US, with some areas experiencing higher unemployment rates than others. [Source: www.bls.gov]; Community and social service occupations accounted for less than 1.5% of US employment in 2011, with 1.9 million jobs. [Source: www.bls.gov]; The Euro area unemployment rate was 11.6% in September 2012, with the EU27 rate at 10.6%. [Source: europa.eu];']"}
+{"batch_x": [7.900000095367432, 8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568], "batch_y": [8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863], "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], "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]], "batch_text": "['Available facts are as follows: 2012-12-24: In 2011, 153.5 million persons worked at some point during the year, with 65.8% of workers working full-time, year-round. [Source: www.bls.gov]; In November 2012, employers took 1,759 mass layoff actions, involving 173,558 workers, as measured by new filings for unemployment insurance benefits. [Source: www.bls.gov] 2012-12-17: The unemployment rate in the United States was 7.7% in November 2012 [Source: www.offutt.af.mil]. In 2010, unemployed single mothers were less likely to receive Unemployment Insurance (UI) than other unemployed persons [Source: www.legalmomentum.org]. The U.S. economy had a jobs shortfall of 8.9 million in 2012 [Source: www.epi.org]. 2012-12-10: The unemployment rate in the United States edged down from 7.9 percent in October to 7.7 percent in November 2012. [Source: www.bls.gov] 2012-12-03: The unemployment rate in the United States has been high since the Great Recession, with a slow recovery. The labor force growth rate has declined, and the population growth rate is also expected to decline. [Source: www.bls.gov, www.epi.org];'\n 'Available facts are as follows: 2012-12-24: In 2011, 153.5 million persons worked at some point during the year, with 65.8% of workers working full-time, year-round. [Source: www.bls.gov]; In November 2012, employers took 1,759 mass layoff actions, involving 173,558 workers, as measured by new filings for unemployment insurance benefits. [Source: www.bls.gov] 2012-12-17: The unemployment rate in the United States was 7.7% in November 2012 [Source: www.offutt.af.mil]. In 2010, unemployed single mothers were less likely to receive Unemployment Insurance (UI) than other unemployed persons [Source: www.legalmomentum.org]. The U.S. economy had a jobs shortfall of 8.9 million in 2012 [Source: www.epi.org]. 2012-12-10: The unemployment rate in the United States edged down from 7.9 percent in October to 7.7 percent in November 2012. [Source: www.bls.gov] 2012-12-03: The unemployment rate in the United States has been high since the Great Recession, with a slow recovery. The labor force growth rate has declined, and the population growth rate is also expected to decline. [Source: www.bls.gov, www.epi.org];']"}
+{"batch_x": [8.399999618530273, 8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5], "batch_y": [8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0], "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], "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]], "batch_text": "[\"Available facts are as follows: 2013-01-21: As of 2013, the largest over-the-year employment increase occurred in Texas, while Nevada had the largest decrease in unemployment rate among the states. [Source: www.bls.gov] 2013-01-14: The unemployment rate is a key indicator of the economic situation, and the U.S. Bureau of Labor Statistics (BLS) releases unemployment data at the beginning of every month. [Source: www.huduser.gov]; The national unemployment rate has been relatively low in Nebraska during the 2000s. [Source: nebraskalegislature.gov]; The unemployment rate in the Yukon-Koyukuk Census Area of Alaska is higher than the rest of the state, ranging from 1990 to 2011. [Source: dot.alaska.gov] 2013-01-07: The unemployment rate in the US was high in 2013, with some metropolitan areas having rates above the national average. [Source: www.bls.gov] 2012-12-31: In November 2012, twenty-five states reported jobless rates significantly lower than the U.S. figure of [Source: www.bls.gov]. California's unemployment rate has been between 2 and 3 percentage points higher than the U.S. unemployment rate since the recession began [Source: www.lao.ca.gov].;\"\n \"Available facts are as follows: 2013-01-21: As of 2013, the largest over-the-year employment increase occurred in Texas, while Nevada had the largest decrease in unemployment rate among the states. [Source: www.bls.gov] 2013-01-14: The unemployment rate is a key indicator of the economic situation, and the U.S. Bureau of Labor Statistics (BLS) releases unemployment data at the beginning of every month. [Source: www.huduser.gov]; The national unemployment rate has been relatively low in Nebraska during the 2000s. [Source: nebraskalegislature.gov]; The unemployment rate in the Yukon-Koyukuk Census Area of Alaska is higher than the rest of the state, ranging from 1990 to 2011. [Source: dot.alaska.gov] 2013-01-07: The unemployment rate in the US was high in 2013, with some metropolitan areas having rates above the national average. [Source: www.bls.gov] 2012-12-31: In November 2012, twenty-five states reported jobless rates significantly lower than the U.S. figure of [Source: www.bls.gov]. California's unemployment rate has been between 2 and 3 percentage points higher than the U.S. unemployment rate since the recession began [Source: www.lao.ca.gov].;\"]"}
+{"batch_x": [8.600000381469727, 8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727], "batch_y": [7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0], "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], "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]], "batch_text": "['Available facts are as follows: 2013-02-18: The unemployment rate was significantly associated with job dissatisfaction from 2008 to 2011 in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The national unemployment rate in the United States was tracked from 2012 to 2013, with a seasonally-adjusted rate available. [Source: libraries.mit.edu]; In 2011, black immigrants had the highest unemployment rate of 12.5 percent among foreign-born groups in the United States. [Source: www.americanprogress.org]; Native Americans had an unemployment rate of around 50 percent, making them the poorest minority group in the United States. [Source: nij.ojp.gov] 2013-02-11: The national unemployment rate in the US has hovered around 8% for more than a year. [Source: www.rpc.senate.gov]; In February 2013, there were 3.5 million youth unemployed in the US, corresponding to an unemployment rate of 16.3%. [Source: www.ilo.org]; The US unemployment rate has begun to decline, but the outflow rate remains significantly higher than in continental EU countries. [Source: www.oecd.org] 2013-02-04: The unemployment rate in the United States was 7.9% in January 2013, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2013-01-28: As of December 2012, the US unemployment rate was 7.6%, with 204 areas recording rates below this figure, 154 areas reporting rates above it, and 14 areas having rates equal to it. [Source: www.bls.gov]; Labor productivity, which is the ratio of the output of goods and services to the hours of labor used to produce them, is an important indicator of economic performance. [Source: www.bls.gov];'\n 'Available facts are as follows: 2013-02-18: The unemployment rate was significantly associated with job dissatisfaction from 2008 to 2011 in the United States. [Source: pubmed.ncbi.nlm.nih.gov]; The national unemployment rate in the United States was tracked from 2012 to 2013, with a seasonally-adjusted rate available. [Source: libraries.mit.edu]; In 2011, black immigrants had the highest unemployment rate of 12.5 percent among foreign-born groups in the United States. [Source: www.americanprogress.org]; Native Americans had an unemployment rate of around 50 percent, making them the poorest minority group in the United States. [Source: nij.ojp.gov] 2013-02-11: The national unemployment rate in the US has hovered around 8% for more than a year. [Source: www.rpc.senate.gov]; In February 2013, there were 3.5 million youth unemployed in the US, corresponding to an unemployment rate of 16.3%. [Source: www.ilo.org]; The US unemployment rate has begun to decline, but the outflow rate remains significantly higher than in continental EU countries. [Source: www.oecd.org] 2013-02-04: The unemployment rate in the United States was 7.9% in January 2013, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2013-01-28: As of December 2012, the US unemployment rate was 7.6%, with 204 areas recording rates below this figure, 154 areas reporting rates above it, and 14 areas having rates equal to it. [Source: www.bls.gov]; Labor productivity, which is the ratio of the output of goods and services to the hours of labor used to produce them, is an important indicator of economic performance. [Source: www.bls.gov];']"}
+{"batch_x": [8.199999809265137, 7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568], "batch_y": [7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568], "batch_x_timestamps_datetime64_ns": [1343779200000000000, 1346457600000000000, 1349049600000000000, 1351728000000000000, 1354320000000000000, 1356998400000000000, 1359676800000000000, 1362096000000000000], "batch_y_timestamps_datetime64_ns": [1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000], "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]], "batch_text": "[\"Available facts are as follows: 2013-03-25: The unemployment rate in the United States was around 6½ percent in the 1980s and 1990s, similar to Portugal's rate during the same period. [Source: www.imf.org]; In 2012, there were 3.6 million hourly paid workers in the United States, accounting for 4.7 percent of hourly paid workers. [Source: www.bls.gov]; The Local Area Unemployment Statistics (LAUS) program produces labor force data for census regions and divisions, states, counties, and cities in the United States. [Source: www.bls.gov] 2013-03-18: In January 2013, 24 states reported jobless rates significantly lower than the U.S. figure of 7.9 percent. [Source: www.bls.gov]; The unemployment rate for U.S. citizens with no more than a high school education averaged 12.6 percent in the seven states represented by the Gang of Eight. [Source: cis.org] 2013-03-11: As of January 2013, the United States needed 9 million jobs to return to the unemployment rate it had before the recession in 2007. [Source: www.epi.org]; The national unemployment rate in the United States is available on the Bureau of Labor Statistics website. [Source: www.bls.gov]; Unemployment rates in Florida and the United States from 2000 to March 2013 are available, with a peak of around 10% in 2010. [Source: www.floridajobs.org] 2013-03-04: The unemployment rate in the United States was 9.0 percent in January 2013. [Source: www.illinois.gov]; The international unemployment rate comparison shows that the United States had a -0.4 percentage point change in January 2013. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2013-03-25: The unemployment rate in the United States was around 6½ percent in the 1980s and 1990s, similar to Portugal's rate during the same period. [Source: www.imf.org]; In 2012, there were 3.6 million hourly paid workers in the United States, accounting for 4.7 percent of hourly paid workers. [Source: www.bls.gov]; The Local Area Unemployment Statistics (LAUS) program produces labor force data for census regions and divisions, states, counties, and cities in the United States. [Source: www.bls.gov] 2013-03-18: In January 2013, 24 states reported jobless rates significantly lower than the U.S. figure of 7.9 percent. [Source: www.bls.gov]; The unemployment rate for U.S. citizens with no more than a high school education averaged 12.6 percent in the seven states represented by the Gang of Eight. [Source: cis.org] 2013-03-11: As of January 2013, the United States needed 9 million jobs to return to the unemployment rate it had before the recession in 2007. [Source: www.epi.org]; The national unemployment rate in the United States is available on the Bureau of Labor Statistics website. [Source: www.bls.gov]; Unemployment rates in Florida and the United States from 2000 to March 2013 are available, with a peak of around 10% in 2010. [Source: www.floridajobs.org] 2013-03-04: The unemployment rate in the United States was 9.0 percent in January 2013. [Source: www.illinois.gov]; The international unemployment rate comparison shows that the United States had a -0.4 percentage point change in January 2013. [Source: www.bls.gov];\"]"}
+{"batch_x": [7.599999904632568, 7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568], "batch_y": [7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5], "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], "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]], "batch_text": "['Available facts are as follows: 2013-04-22: Regional and state unemployment rates were little changed in March 2013, with 26 states and the District of Columbia having unemployment rate decreases, and 7 states having increases. [Source: www.bls.gov] 2013-04-15: The United States has experienced high unemployment rates, with a peak of 10% in the past three and a half years. [Source: tcf.org]; The youth unemployment rate in 2012 was the highest quarterly rate in the past three years. [Source: webapps.ilo.org]; The unemployment rate in the United States is still high, with a rate of 8.2% for males under 25 years old and 8.2% for females. [Source: countryeconomy.com]; Regional unemployment rates and wage growth are factors that contribute to poverty transitions. [Source: poverty.ucdavis.edu] 2013-04-08: The national unemployment rate in the United States is 7.5 percent as of April 2013 [Source: www.bostonfed.org].; The inflation rate in the United States is 1.5 percent using the personal consumption expenditure (PCE) as of April 2013 [Source: www.bostonfed.org].; 47 percent of former foster children are unemployed according to a multi-state study [Source: www.childrensrights.org].; There is a paradox of worker shortages in certain industries, such as tech positions, despite high national unemployment rates [Source: www.brookings.edu]. 2013-04-01: As of 2011, the unemployment rate for 20- to 29-year-olds who had graduated from college in 2011 was 12.6 percent. [Source: www.bls.gov]; The unemployment rate for Americans ages 16–24 stands at 16.2 percent, more than double the national rate of 7.7 percent. [Source: www.americanprogress.org]; North Dakota had the lowest jobless rate, 3.3 percent, in February 2013. [Source: www.bls.gov]; The U.S. Postal Service lost 11,700 jobs in March 2013. [Source: www.epi.org];'\n 'Available facts are as follows: 2013-04-22: Regional and state unemployment rates were little changed in March 2013, with 26 states and the District of Columbia having unemployment rate decreases, and 7 states having increases. [Source: www.bls.gov] 2013-04-15: The United States has experienced high unemployment rates, with a peak of 10% in the past three and a half years. [Source: tcf.org]; The youth unemployment rate in 2012 was the highest quarterly rate in the past three years. [Source: webapps.ilo.org]; The unemployment rate in the United States is still high, with a rate of 8.2% for males under 25 years old and 8.2% for females. [Source: countryeconomy.com]; Regional unemployment rates and wage growth are factors that contribute to poverty transitions. [Source: poverty.ucdavis.edu] 2013-04-08: The national unemployment rate in the United States is 7.5 percent as of April 2013 [Source: www.bostonfed.org].; The inflation rate in the United States is 1.5 percent using the personal consumption expenditure (PCE) as of April 2013 [Source: www.bostonfed.org].; 47 percent of former foster children are unemployed according to a multi-state study [Source: www.childrensrights.org].; There is a paradox of worker shortages in certain industries, such as tech positions, despite high national unemployment rates [Source: www.brookings.edu]. 2013-04-01: As of 2011, the unemployment rate for 20- to 29-year-olds who had graduated from college in 2011 was 12.6 percent. [Source: www.bls.gov]; The unemployment rate for Americans ages 16–24 stands at 16.2 percent, more than double the national rate of 7.7 percent. [Source: www.americanprogress.org]; North Dakota had the lowest jobless rate, 3.3 percent, in February 2013. [Source: www.bls.gov]; The U.S. Postal Service lost 11,700 jobs in March 2013. [Source: www.epi.org];']"}
+{"batch_x": [7.5, 7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863], "batch_y": [7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0], "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], "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]], "batch_text": "['Available facts are as follows: 2013-05-20: Nevada had the highest unemployment rate among the states, 9.6 percent in April 2013. [Source: www.bls.gov]; The national unemployment rate in the United States was 7.5 percent in April 2013. [Source: www.federalreserve.gov] 2013-05-13: As of May 2013, New Mexico has the 9th lowest Hispanic unemployment rate among 23 states with large enough Hispanic populations to track. [Source: www.epi.org]; The U.S. national unemployment rate has a historical chart and data available back to 1948, showing the level and annual rate of change. [Source: www.macrotrends.net]; Michigan has the highest African American unemployment rate among 24 states with large enough African American populations to track. [Source: www.epi.org]; Puerto Rico and the US Virgin Islands have waivers on reporting unemployment insurance reemployment rates and employment data. [Source: oui.doleta.gov]; The U.S. unemployment rate during the Great Recession was compared to those of a large set of OECD countries using aggregate labor market data. [Source: www.nber.org]; Texas unemployment data is available at the state and metro levels, with a total unemployment rate of 3.6%. [Source: www.dallasfed.org] 2013-05-06: The unemployment rate in the West North Central division declined 1.0 percentage point over the year to 5.6 percent in 2012, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; On average between 1994 and 2012, the unemployment rate among people born in Mexico or Central America was 7.0 percent, whereas the rate for native-born workers was lower. [Source: www.cbo.gov] 2013-04-29: In March 2013, 29 out of 35 metropolitan areas in the Mountain states recorded over-the-year increases in payroll employment, while 6 recorded decreases. [Source: www.bls.gov]; The seasonally-adjusted unemployment rate among persons between 16 and 24 years in the United States in 2012 varied by state. [Source: www.statista.com]; The unemployment rate in the United States has declined 0.6 percentage points since last April, although much of this change can be attributed to declining rates of labor-market participation. [Source: www.hamiltonproject.org];'\n 'Available facts are as follows: 2013-05-20: Nevada had the highest unemployment rate among the states, 9.6 percent in April 2013. [Source: www.bls.gov]; The national unemployment rate in the United States was 7.5 percent in April 2013. [Source: www.federalreserve.gov] 2013-05-13: As of May 2013, New Mexico has the 9th lowest Hispanic unemployment rate among 23 states with large enough Hispanic populations to track. [Source: www.epi.org]; The U.S. national unemployment rate has a historical chart and data available back to 1948, showing the level and annual rate of change. [Source: www.macrotrends.net]; Michigan has the highest African American unemployment rate among 24 states with large enough African American populations to track. [Source: www.epi.org]; Puerto Rico and the US Virgin Islands have waivers on reporting unemployment insurance reemployment rates and employment data. [Source: oui.doleta.gov]; The U.S. unemployment rate during the Great Recession was compared to those of a large set of OECD countries using aggregate labor market data. [Source: www.nber.org]; Texas unemployment data is available at the state and metro levels, with a total unemployment rate of 3.6%. [Source: www.dallasfed.org] 2013-05-06: The unemployment rate in the West North Central division declined 1.0 percentage point over the year to 5.6 percent in 2012, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; On average between 1994 and 2012, the unemployment rate among people born in Mexico or Central America was 7.0 percent, whereas the rate for native-born workers was lower. [Source: www.cbo.gov] 2013-04-29: In March 2013, 29 out of 35 metropolitan areas in the Mountain states recorded over-the-year increases in payroll employment, while 6 recorded decreases. [Source: www.bls.gov]; The seasonally-adjusted unemployment rate among persons between 16 and 24 years in the United States in 2012 varied by state. [Source: www.statista.com]; The unemployment rate in the United States has declined 0.6 percentage points since last April, although much of this change can be attributed to declining rates of labor-market participation. [Source: www.hamiltonproject.org];']"}
+{"batch_x": [7.400000095367432, 7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863], "batch_y": [7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0], "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], "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]], "batch_text": "[\"Available facts are as follows: 2013-06-24: The unemployment insurance program in the United States operates at the state level, with each state setting its benefits level and eligibility criteria. [Source: research.stlouisfed.org]; In May 2013, employers took 1301 mass layoff actions involving 127821 workers as measured by new filings for unemployment insurance benefits during the month. [Source: www.bls.gov]; The unemployment rate declined in 2012, but credit provided by commercial banking institutions changed little in the second half of the year. [Source: www.federalreserve.gov]; High-employment-growth firms account for a significant portion of job creation in the United States. [Source: www.bls.gov]; In 2012, the unemployment rate for individuals 25 and over with a bachelor's degree was significantly lower than for those without a degree. [Source: www.casey.senate.gov] 2013-06-17: Objective facts about the Economics situation: The employment-population ratio represents the proportion of the civilian noninstitutional population that is employed. [Source: www.bls.gov]The average unemployment rate for blacks over the past 50 years is 11.6 percent, higher than the average rate during recessions. [Source: www.epi.org] 2013-06-10: The unemployment rate in the United States was 7.6 percent in May 2013, with 11.8 million unemployed persons. [Source: www.bls.gov] 2013-06-03: In 2012, the United States had the 6th highest unemployment rate of the 16 countries covered, with Spain and South Africa having higher rates. [Source: www.bls.gov]; As of 2013, there were 10.6 million Americans under the age of 25 who were unemployed. [Source: www.americanprogress.org];\"\n \"Available facts are as follows: 2013-06-24: The unemployment insurance program in the United States operates at the state level, with each state setting its benefits level and eligibility criteria. [Source: research.stlouisfed.org]; In May 2013, employers took 1301 mass layoff actions involving 127821 workers as measured by new filings for unemployment insurance benefits during the month. [Source: www.bls.gov]; The unemployment rate declined in 2012, but credit provided by commercial banking institutions changed little in the second half of the year. [Source: www.federalreserve.gov]; High-employment-growth firms account for a significant portion of job creation in the United States. [Source: www.bls.gov]; In 2012, the unemployment rate for individuals 25 and over with a bachelor's degree was significantly lower than for those without a degree. [Source: www.casey.senate.gov] 2013-06-17: Objective facts about the Economics situation: The employment-population ratio represents the proportion of the civilian noninstitutional population that is employed. [Source: www.bls.gov]The average unemployment rate for blacks over the past 50 years is 11.6 percent, higher than the average rate during recessions. [Source: www.epi.org] 2013-06-10: The unemployment rate in the United States was 7.6 percent in May 2013, with 11.8 million unemployed persons. [Source: www.bls.gov] 2013-06-03: In 2012, the United States had the 6th highest unemployment rate of the 16 countries covered, with Spain and South Africa having higher rates. [Source: www.bls.gov]; As of 2013, there were 10.6 million Americans under the age of 25 who were unemployed. [Source: www.americanprogress.org];\"]"}
+{"batch_x": [7.599999904632568, 8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137], "batch_y": [7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863], "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], "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]], "batch_text": "[\"Available facts are as follows: 2013-07-22: The unemployment rate in the US continued to fall in the first half of 2013, with employment gains averaging about 200,000 over the period. [Source: www.imf.org]; Nevada had the highest unemployment rate among states at 9.6 percent, while North Dakota had the lowest jobless rate at 3.1 percent. [Source: www.bls.gov] 2013-07-15: In May 2013, Marin County reported the lowest unemployment rate, 4.5 percent, in the San Francisco Bay Area, according to the U.S. Bureau of Labor Statistics. [Source]; 70% of the Nation's Poor are Women & Children, and Women in America are still 35 percent more likely than men to be poor in America, with single mothers facing the highest poverty rates. [Source]; The Current Population Survey has been tracking unemployment in the United States for over 75 years. [Source] 2013-07-08: The unemployment rate in the Bronx was high in July 2013, with a rate similar to that of the 1970s. [Source: www.osc.ny.gov]; The leisure and hospitality industry had the highest unemployment rate among major industries in June 2013. [Source: www.bls.gov]; Unemployment Insurance (UI) and Temporary Disability Insurance (TDI) were enacted in 1942 to protect workers against unemployment caused by temporary disability or injury. [Source: dlt.ri.gov]; The Bureau of Labor Statistics revises jobs numbers, and the national unemployment rate and state & local unemployment rates are tracked. [Source: www.bls.gov]; The 2013 Senate Immigration Bill aimed to provide permanent legal status to undocumented immigrants in the United States. [Source: www.americanimmigrationcouncil.org] 2013-07-01: In May 2013, a total of 205 metropolitan areas had unemployment rates below the U.S. figure of 7.3 percent, 154 areas had rates above it, and 13 areas had rates equal to it. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2013-07-22: The unemployment rate in the US continued to fall in the first half of 2013, with employment gains averaging about 200,000 over the period. [Source: www.imf.org]; Nevada had the highest unemployment rate among states at 9.6 percent, while North Dakota had the lowest jobless rate at 3.1 percent. [Source: www.bls.gov] 2013-07-15: In May 2013, Marin County reported the lowest unemployment rate, 4.5 percent, in the San Francisco Bay Area, according to the U.S. Bureau of Labor Statistics. [Source]; 70% of the Nation's Poor are Women & Children, and Women in America are still 35 percent more likely than men to be poor in America, with single mothers facing the highest poverty rates. [Source]; The Current Population Survey has been tracking unemployment in the United States for over 75 years. [Source] 2013-07-08: The unemployment rate in the Bronx was high in July 2013, with a rate similar to that of the 1970s. [Source: www.osc.ny.gov]; The leisure and hospitality industry had the highest unemployment rate among major industries in June 2013. [Source: www.bls.gov]; Unemployment Insurance (UI) and Temporary Disability Insurance (TDI) were enacted in 1942 to protect workers against unemployment caused by temporary disability or injury. [Source: dlt.ri.gov]; The Bureau of Labor Statistics revises jobs numbers, and the national unemployment rate and state & local unemployment rates are tracked. [Source: www.bls.gov]; The 2013 Senate Immigration Bill aimed to provide permanent legal status to undocumented immigrants in the United States. [Source: www.americanimmigrationcouncil.org] 2013-07-01: In May 2013, a total of 205 metropolitan areas had unemployment rates below the U.S. figure of 7.3 percent, 154 areas had rates above it, and 13 areas had rates equal to it. [Source: www.bls.gov];\"]"}
+{"batch_x": [8.5, 8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863], "batch_y": [7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432], "batch_x_timestamps_datetime64_ns": [1356998400000000000, 1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000], "batch_y_timestamps_datetime64_ns": [1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000], "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]], "batch_text": "['Available facts are as follows: 2013-08-26: The unemployment rate in the Euro area was 12.1% in July 2013, and 11.0% in the EU28. [Source: europa.eu]; In the United States, the unemployment rate for Hispanics was 6.5% compared to 4.7% for non-Hispanics in 2013. [Source: www.ncbi.nlm.nih.gov]; Black unemployment has been consistently higher than white unemployment, with a rate 2.2 times higher in 1963. [Source: www.epi.org]; The fatal injury rate allows for comparison of worker groups while controlling for differences in employment. [Source: www.bls.gov] 2013-08-19: As of August 2013, the US unemployment rate was 7.4%. [Source: www.bls.gov]; In August 2013, 17 states had jobless rates significantly lower than the US figure, while 11 states and the District of Columbia had rates higher than the US figure. [Source: www.bls.gov]; The black unemployment rate was consistently twice that of whites. [Source: www.pewresearch.org]; The unemployment rate of Hispanics tends to fall roughly in the middle of the black and white unemployment rates. [Source: www.epi.org]; As of August 2012, the Menominee County unemployment rate was significantly higher than the state and US rates. [Source: www.bia.gov] 2013-08-12: The United States Bureau of Labor Statistics (BLS) has eliminated the International Labor Comparisons (ILC) program, which provided employment indexes adjusted to U.S. concepts for 10 countries. [Source: www.bls.gov]; In the United States, 19% of Americans name unemployment and jobs as the most important problem facing the country today, followed by the economy at 25%. [Source: news.gallup.com]; Construction employment in Chicago has seen a positive turnaround, with a decrease in the unemployment rate from 9.6% to 8.9%. [Source: www.cbsnews.com] 2013-08-05: The unemployment rate in Detroit was over 16 percent in 2013, the highest in any major American city. [Source: www.bentley.edu];'\n 'Available facts are as follows: 2013-08-26: The unemployment rate in the Euro area was 12.1% in July 2013, and 11.0% in the EU28. [Source: europa.eu]; In the United States, the unemployment rate for Hispanics was 6.5% compared to 4.7% for non-Hispanics in 2013. [Source: www.ncbi.nlm.nih.gov]; Black unemployment has been consistently higher than white unemployment, with a rate 2.2 times higher in 1963. [Source: www.epi.org]; The fatal injury rate allows for comparison of worker groups while controlling for differences in employment. [Source: www.bls.gov] 2013-08-19: As of August 2013, the US unemployment rate was 7.4%. [Source: www.bls.gov]; In August 2013, 17 states had jobless rates significantly lower than the US figure, while 11 states and the District of Columbia had rates higher than the US figure. [Source: www.bls.gov]; The black unemployment rate was consistently twice that of whites. [Source: www.pewresearch.org]; The unemployment rate of Hispanics tends to fall roughly in the middle of the black and white unemployment rates. [Source: www.epi.org]; As of August 2012, the Menominee County unemployment rate was significantly higher than the state and US rates. [Source: www.bia.gov] 2013-08-12: The United States Bureau of Labor Statistics (BLS) has eliminated the International Labor Comparisons (ILC) program, which provided employment indexes adjusted to U.S. concepts for 10 countries. [Source: www.bls.gov]; In the United States, 19% of Americans name unemployment and jobs as the most important problem facing the country today, followed by the economy at 25%. [Source: news.gallup.com]; Construction employment in Chicago has seen a positive turnaround, with a decrease in the unemployment rate from 9.6% to 8.9%. [Source: www.cbsnews.com] 2013-08-05: The unemployment rate in Detroit was over 16 percent in 2013, the highest in any major American city. [Source: www.bentley.edu];']"}
+{"batch_x": [8.100000381469727, 7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0], "batch_y": [7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568], "batch_x_timestamps_datetime64_ns": [1359676800000000000, 1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000], "batch_y_timestamps_datetime64_ns": [1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000], "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]], "batch_text": "[\"Available facts are as follows: 2013-09-23: As of September 2013, North Dakota had the lowest jobless rate of 3.0%, and 15 states had jobless rates significantly lower than the U.S. figure of 7.3%. [Source: www.bls.gov]; The state unemployment rate in the USA had a mean of 5.76 and a standard deviation of 2.05. [Source: www.ncbi.nlm.nih.gov] 2013-09-16: The unemployment rate in Bronx County, NY was 6.30% in February of 2024, according to the United States Federal Reserve. [Source: tradingeconomics.com] 2013-09-09: The unemployment rate in the United States was 7.3 percent in August 2013. [Source: www.bls.gov] 2013-09-02: The U.S. Bureau of Labor Statistics reports that the Northeast has the highest percentage of workers employed in management, business, science, and arts occupations among all regions in 2012. [Source: www.bls.gov]; The unemployment rate in Rice County, Minnesota is 5.7%, slightly higher than the state's non-farm unemployment rate. [Source: www.ricecountymn.gov]; The U.S. unemployment rate remains above 7%. [Source: www2.itif.org];\"\n \"Available facts are as follows: 2013-09-23: As of September 2013, North Dakota had the lowest jobless rate of 3.0%, and 15 states had jobless rates significantly lower than the U.S. figure of 7.3%. [Source: www.bls.gov]; The state unemployment rate in the USA had a mean of 5.76 and a standard deviation of 2.05. [Source: www.ncbi.nlm.nih.gov] 2013-09-16: The unemployment rate in Bronx County, NY was 6.30% in February of 2024, according to the United States Federal Reserve. [Source: tradingeconomics.com] 2013-09-09: The unemployment rate in the United States was 7.3 percent in August 2013. [Source: www.bls.gov] 2013-09-02: The U.S. Bureau of Labor Statistics reports that the Northeast has the highest percentage of workers employed in management, business, science, and arts occupations among all regions in 2012. [Source: www.bls.gov]; The unemployment rate in Rice County, Minnesota is 5.7%, slightly higher than the state's non-farm unemployment rate. [Source: www.ricecountymn.gov]; The U.S. unemployment rate remains above 7%. [Source: www2.itif.org];\"]"}
+{"batch_x": [7.599999904632568, 7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0], "batch_y": [6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863], "batch_x_timestamps_datetime64_ns": [1362096000000000000, 1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000], "batch_y_timestamps_datetime64_ns": [1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000], "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]], "batch_text": "['Available facts are as follows: 2013-10-21: The unemployment rate in the United States was little changed at 7.2 percent in September 2013. [Source: www.bls.gov] 2013-10-14: The unemployment rate in the United States is a concern, with the rate being one of the lowest among OECD countries and partner economies. [Source: gpseducation.oecd.org]; The labor market conditions in the United States are being closely monitored, with data on employment, unemployment, and other indicators being considered. [Source: www.frbsf.org] 2013-10-07: The unemployment rate does not reflect the actual number of missing workers who are not actively seeking work. [Source: www.epi.org]; The United States has experienced a high rate of unemployment among young black males, with 18- and 19-year-old black men being imprisoned at a higher rate than others. [Source: www.clasp.org]; Poverty and unemployment rates are positively correlated, with areas of high poverty rates also experiencing high unemployment rates. [Source: ajph.aphapublications.org]; Some states in the US, such as New Mexico, have seen a decrease in unemployment rates, while others, like Georgia, have experienced an increase. [Source: www.dws.state.nm.us, cslf.gsu.edu] 2013-09-30: The unemployment rate exceeds 80 percent in many states in the United States (Butterworth et al., 2015). [Source];'\n 'Available facts are as follows: 2013-10-21: The unemployment rate in the United States was little changed at 7.2 percent in September 2013. [Source: www.bls.gov] 2013-10-14: The unemployment rate in the United States is a concern, with the rate being one of the lowest among OECD countries and partner economies. [Source: gpseducation.oecd.org]; The labor market conditions in the United States are being closely monitored, with data on employment, unemployment, and other indicators being considered. [Source: www.frbsf.org] 2013-10-07: The unemployment rate does not reflect the actual number of missing workers who are not actively seeking work. [Source: www.epi.org]; The United States has experienced a high rate of unemployment among young black males, with 18- and 19-year-old black men being imprisoned at a higher rate than others. [Source: www.clasp.org]; Poverty and unemployment rates are positively correlated, with areas of high poverty rates also experiencing high unemployment rates. [Source: ajph.aphapublications.org]; Some states in the US, such as New Mexico, have seen a decrease in unemployment rates, while others, like Georgia, have experienced an increase. [Source: www.dws.state.nm.us, cslf.gsu.edu] 2013-09-30: The unemployment rate exceeds 80 percent in many states in the United States (Butterworth et al., 2015). [Source];']"}
+{"batch_x": [7.099999904632568, 7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568], "batch_y": [6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5], "batch_x_timestamps_datetime64_ns": [1364774400000000000, 1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000], "batch_y_timestamps_datetime64_ns": [1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000], "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]], "batch_text": "[\"Available facts are as follows: 2013-11-25: The unemployment rate for young black women in the United States is 20.9 percent. [Source: younginvincibles.org]; The federal Emergency Unemployment Compensation program (EUC) is scheduled to expire at the end of 2013. [Source: www.cbpp.org]; The youth-to-adult unemployment ratio substantially dropped in the United States at the start of the Great Recession. [Source: izajoels.springeropen.com]; The unemployment rate in the United States rose higher and remained higher longer than in any other western society during the Great Depression. [Source: www.digitalhistory.uh.edu]; In 1933, unemployment had soared to 25 percent, up from 3.2 percent in 1929. [Source: www.digitalhistory.uh.edu]; The U.S. Bureau of Labor Statistics provides information on how unemployment estimates are calculated. [Source: www.bls.gov] 2013-11-18: The unemployment rate in the United States increased from 4.7% in 2006 to 9.4% in 2010, according to the Bureau of Labor Statistics (BLS). [Source: www.cdc.gov]; The unemployment rate increased from 5.8% to 9.3% from 2008 to 2009, according to the CDC. [Source: www.cdc.gov]; The marked decline in the U.S. unemployment rate from its peak in late 2009 despite only sluggish growth of real GDP was observed by the Federal Reserve. [Source: www.federalreserve.gov]; The unemployment rate of convicts on probation in New York State was compared to the unemployment rate of U.S. residents with less than a high school diploma. [Source: www.clevelandfed.org] 2013-11-11: The unemployment rate for transgender people of color in the United States has reached as high as [Source: www.nclrights.org]; In the United States, transportation incidents were the leading cause of the state's work-related fatalities in 2012 [Source: www.bls.gov]; Unemployment rates among transgender people in the United States are twice the rate of the population [Source: www.lgbtmap.org]; Employment (or unemployment) and industrial production have the highest weight in the United States, the Euro Area, and in the United Kingdom [Source: www.federalreserve.gov]; The rise in unemployment rates has been most severe in high- and upper-middle income countries that are either at the epicenter of the crisis (North America and Europe) [Source: documents1.worldbank.org] 2013-11-04: The unemployment rate for African American women is higher than that of white women, and they have lower weekly usual earnings and median earnings. [Source: americanprogress.org]; Asian-Indian women have an unemployment rate of 7.3%, Chinese women have a rate of 4.5%, Filipino women have a rate of 5.6%, Japanese women have a rate of 3.7%, and Korean women have a rate of 6.2%. [Source: americanprogress.org]; The US needs 8.0 million jobs to get back to the prerecession unemployment rate, and at the current rate of growth, it will take some time to achieve this. [Source: epi.org]; The long-term unemployment rate in the US is a significant concern, with 60% of middle performers affected. [Source: oecd.org];\"\n \"Available facts are as follows: 2013-11-25: The unemployment rate for young black women in the United States is 20.9 percent. [Source: younginvincibles.org]; The federal Emergency Unemployment Compensation program (EUC) is scheduled to expire at the end of 2013. [Source: www.cbpp.org]; The youth-to-adult unemployment ratio substantially dropped in the United States at the start of the Great Recession. [Source: izajoels.springeropen.com]; The unemployment rate in the United States rose higher and remained higher longer than in any other western society during the Great Depression. [Source: www.digitalhistory.uh.edu]; In 1933, unemployment had soared to 25 percent, up from 3.2 percent in 1929. [Source: www.digitalhistory.uh.edu]; The U.S. Bureau of Labor Statistics provides information on how unemployment estimates are calculated. [Source: www.bls.gov] 2013-11-18: The unemployment rate in the United States increased from 4.7% in 2006 to 9.4% in 2010, according to the Bureau of Labor Statistics (BLS). [Source: www.cdc.gov]; The unemployment rate increased from 5.8% to 9.3% from 2008 to 2009, according to the CDC. [Source: www.cdc.gov]; The marked decline in the U.S. unemployment rate from its peak in late 2009 despite only sluggish growth of real GDP was observed by the Federal Reserve. [Source: www.federalreserve.gov]; The unemployment rate of convicts on probation in New York State was compared to the unemployment rate of U.S. residents with less than a high school diploma. [Source: www.clevelandfed.org] 2013-11-11: The unemployment rate for transgender people of color in the United States has reached as high as [Source: www.nclrights.org]; In the United States, transportation incidents were the leading cause of the state's work-related fatalities in 2012 [Source: www.bls.gov]; Unemployment rates among transgender people in the United States are twice the rate of the population [Source: www.lgbtmap.org]; Employment (or unemployment) and industrial production have the highest weight in the United States, the Euro Area, and in the United Kingdom [Source: www.federalreserve.gov]; The rise in unemployment rates has been most severe in high- and upper-middle income countries that are either at the epicenter of the crisis (North America and Europe) [Source: documents1.worldbank.org] 2013-11-04: The unemployment rate for African American women is higher than that of white women, and they have lower weekly usual earnings and median earnings. [Source: americanprogress.org]; Asian-Indian women have an unemployment rate of 7.3%, Chinese women have a rate of 4.5%, Filipino women have a rate of 5.6%, Japanese women have a rate of 3.7%, and Korean women have a rate of 6.2%. [Source: americanprogress.org]; The US needs 8.0 million jobs to get back to the prerecession unemployment rate, and at the current rate of growth, it will take some time to achieve this. [Source: epi.org]; The long-term unemployment rate in the US is a significant concern, with 60% of middle performers affected. [Source: oecd.org];\"]"}
+{"batch_x": [7.300000190734863, 7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5], "batch_y": [7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863], "batch_x_timestamps_datetime64_ns": [1367366400000000000, 1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000], "batch_y_timestamps_datetime64_ns": [1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000], "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]], "batch_text": "[\"Available facts are as follows: 2013-12-23: The unemployment rate in the US was 7% in November 2013, with 42 states having lower rates. [Source: www.bls.gov]; In 2012, 63.8% of workers worked full-time, year-round. [Source: www.bls.gov]; The Emergency Unemployment Compensation (EUC08) program provides up to 23 weeks of regular UC benefits. [Source: crsreports.congress.gov] 2013-12-16: The Bureau of Labor Statistics (BLS) publishes monthly reports on mass layoffs and quarterly reports on layoffs lasting more than 30 days. [Source: www.bls.gov]; The unemployment rate for Veterans who have served in the military since 2001 is high. [Source: www.kaine.senate.gov]; Labor market conditions have shown further improvement; the unemployment rate has declined. [Source: www.federalreserve.gov] 2013-12-09: The unemployment rate for people 20 years and over in the United States was tracked by the U.S. Bureau of Labor Statistics, with data available on the Federal Reserve Bank of St. Louis's website. [Source: fred.stlouisfed.org]; The national unemployment rate in October 2013 was lower than a year earlier in 280 of the 372 metropolitan areas. [Source: www.bls.gov]; The unemployment rate for people 16-24 years old, 25-54 years old, and in the manufacturing industry were also tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; Taos County in New Mexico had an unemployment rate of 9.5% in 2013, higher than the national average. [Source: www.dws.state.nm.us] 2013-12-02: The United States experienced high inflation and unemployment, referred to as “stagflation,” in the 1970s. [Source: www.federalreservehistory.org]; The average price of a gallon of regular unleaded gasoline in U.S. cities ranged from 65 cents to 71 cents in 1978. [Source: www.bls.gov]; The unemployment rate in the United States has a mean of 7.1% and a median of 7.1% from April 1929 to December 2012. [Source: www.ed.ac.uk];\"\n \"Available facts are as follows: 2013-12-23: The unemployment rate in the US was 7% in November 2013, with 42 states having lower rates. [Source: www.bls.gov]; In 2012, 63.8% of workers worked full-time, year-round. [Source: www.bls.gov]; The Emergency Unemployment Compensation (EUC08) program provides up to 23 weeks of regular UC benefits. [Source: crsreports.congress.gov] 2013-12-16: The Bureau of Labor Statistics (BLS) publishes monthly reports on mass layoffs and quarterly reports on layoffs lasting more than 30 days. [Source: www.bls.gov]; The unemployment rate for Veterans who have served in the military since 2001 is high. [Source: www.kaine.senate.gov]; Labor market conditions have shown further improvement; the unemployment rate has declined. [Source: www.federalreserve.gov] 2013-12-09: The unemployment rate for people 20 years and over in the United States was tracked by the U.S. Bureau of Labor Statistics, with data available on the Federal Reserve Bank of St. Louis's website. [Source: fred.stlouisfed.org]; The national unemployment rate in October 2013 was lower than a year earlier in 280 of the 372 metropolitan areas. [Source: www.bls.gov]; The unemployment rate for people 16-24 years old, 25-54 years old, and in the manufacturing industry were also tracked by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; Taos County in New Mexico had an unemployment rate of 9.5% in 2013, higher than the national average. [Source: www.dws.state.nm.us] 2013-12-02: The United States experienced high inflation and unemployment, referred to as “stagflation,” in the 1970s. [Source: www.federalreservehistory.org]; The average price of a gallon of regular unleaded gasoline in U.S. cities ranged from 65 cents to 71 cents in 1978. [Source: www.bls.gov]; The unemployment rate in the United States has a mean of 7.1% and a median of 7.1% from April 1929 to December 2012. [Source: www.ed.ac.uk];\"]"}
+{"batch_x": [7.800000190734863, 7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0], "batch_y": [7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137], "batch_x_timestamps_datetime64_ns": [1370044800000000000, 1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000], "batch_y_timestamps_datetime64_ns": [1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000], "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]], "batch_text": "[\"Available facts are as follows: 2014-01-20: The US unemployment rate has declined, but it may be masking underlying issues. [Source: www.ofce.sciences-po.fr] 2014-01-13: As of January 2014, the national unemployment rate in the US was 6.6%. [Source]; The unemployment rate for undocumented residents in the US was also 6.6% in January 2014. [Source]; The veteran unemployment rate continued to decline, reaching its lowest rate in five years as of January 2014. [Source]; The states' unemployment rate in Tennessee was 7.3% in January 2014. [Source]; The price index for U.S. imports decreased 1.3 percent over the year in December 2013. [Source] 2014-01-06: The unemployment rate declined from 7.0 percent to 6.7 percent in December 2013, while total nonfarm payroll employment edged up (+74,000). [Source: www.bls.gov]; In 2013, the unemployment rate was under 5% in the job market's heyday, but in the two years that followed, the recession wiped out 8.7 million jobs. [Source: money.cnn.com]; Puerto Rico's unemployment rate hovers around 16%. [Source: www.usda.gov] 2013-12-30: The United States has experienced a high unemployment rate, with over 4 million long-term unemployed workers [Source: www.nationalaffairs.com]. The national unemployment rate was 3.1% in a certain period [Source: www.nationalaffairs.com].;\"\n \"Available facts are as follows: 2014-01-20: The US unemployment rate has declined, but it may be masking underlying issues. [Source: www.ofce.sciences-po.fr] 2014-01-13: As of January 2014, the national unemployment rate in the US was 6.6%. [Source]; The unemployment rate for undocumented residents in the US was also 6.6% in January 2014. [Source]; The veteran unemployment rate continued to decline, reaching its lowest rate in five years as of January 2014. [Source]; The states' unemployment rate in Tennessee was 7.3% in January 2014. [Source]; The price index for U.S. imports decreased 1.3 percent over the year in December 2013. [Source] 2014-01-06: The unemployment rate declined from 7.0 percent to 6.7 percent in December 2013, while total nonfarm payroll employment edged up (+74,000). [Source: www.bls.gov]; In 2013, the unemployment rate was under 5% in the job market's heyday, but in the two years that followed, the recession wiped out 8.7 million jobs. [Source: money.cnn.com]; Puerto Rico's unemployment rate hovers around 16%. [Source: www.usda.gov] 2013-12-30: The United States has experienced a high unemployment rate, with over 4 million long-term unemployed workers [Source: www.nationalaffairs.com]. The national unemployment rate was 3.1% in a certain period [Source: www.nationalaffairs.com].;\"]"}
+{"batch_x": [7.699999809265137, 7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0], "batch_y": [6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5], "batch_x_timestamps_datetime64_ns": [1372636800000000000, 1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000], "batch_y_timestamps_datetime64_ns": [1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000], "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]], "batch_text": "['Available facts are as follows: 2014-02-17: The US unemployment rate doubled during the recession of the first decade of the 21st century, and it remained high even after the recession ended [Source: pubmed.ncbi.nlm.nih.gov]. The national unemployment rate was 6.5% in December 2013 [Source: www.bls.gov]. 2014-02-10: The unemployment rate in the United States was 6.6% in January 2014. [Source: www.bls.gov] 2014-02-03: The unemployment rate in the euro area and the United States were both around 10% in 2014. [Source: libertystreeteconomics.newyorkfed.org]; The unemployment rate in the United States had fallen over the past year as of 2014. [Source: www.imf.org]; The local prevalence of unemployment or home foreclosure may increase the odds of divorce in the United States. [Source: www.ncbi.nlm.nih.gov]; Raising the minimum wage may lead to a substantial drop in the rate of job creation in the United States. [Source: www.bls.gov]; The unemployment rate in Longview, WA (MSA) and Iowa City, IA (MSA) were reported by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; A one percentage point decrease in the state unemployment rate leads to 0.00113 fewer traffic accidents per million vehicle miles traveled in the United States. [Source: corescholar.libraries.wright.edu]; The United States experienced a 0.5 percentage point decline in the unemployment rate over the course of 2013. [Source: obamawhitehouse.archives.gov]; Germany experienced almost no increase in unemployment during the Great Recession. [Source: www.aeaweb.org]; Significant reforms in unemployment insurance were undertaken in the United States as part of the Recovery Act and the extension of emergency unemployment benefits. [Source: obamawhitehouse.archives.gov] 2014-01-27: As of December 2013, 17 states had jobless rates significantly lower than the U.S. figure of 6.7 percent, while 9 states and the District of Columbia had measurably higher rates. [Source: www.bls.gov]; The union membership rate in 2013 was 30.9 percent among state government workers and 26.5 percent among federal government workers, and 11.3 percent in the private sector. [Source: www.bls.gov]; Incomes fell for U.S. families in all income groups between 2007 and 2013, with larger declines among lower-income families due to unemployment rates and declining wages. [Source: www.ers.usda.gov];'\n 'Available facts are as follows: 2014-02-17: The US unemployment rate doubled during the recession of the first decade of the 21st century, and it remained high even after the recession ended [Source: pubmed.ncbi.nlm.nih.gov]. The national unemployment rate was 6.5% in December 2013 [Source: www.bls.gov]. 2014-02-10: The unemployment rate in the United States was 6.6% in January 2014. [Source: www.bls.gov] 2014-02-03: The unemployment rate in the euro area and the United States were both around 10% in 2014. [Source: libertystreeteconomics.newyorkfed.org]; The unemployment rate in the United States had fallen over the past year as of 2014. [Source: www.imf.org]; The local prevalence of unemployment or home foreclosure may increase the odds of divorce in the United States. [Source: www.ncbi.nlm.nih.gov]; Raising the minimum wage may lead to a substantial drop in the rate of job creation in the United States. [Source: www.bls.gov]; The unemployment rate in Longview, WA (MSA) and Iowa City, IA (MSA) were reported by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org]; A one percentage point decrease in the state unemployment rate leads to 0.00113 fewer traffic accidents per million vehicle miles traveled in the United States. [Source: corescholar.libraries.wright.edu]; The United States experienced a 0.5 percentage point decline in the unemployment rate over the course of 2013. [Source: obamawhitehouse.archives.gov]; Germany experienced almost no increase in unemployment during the Great Recession. [Source: www.aeaweb.org]; Significant reforms in unemployment insurance were undertaken in the United States as part of the Recovery Act and the extension of emergency unemployment benefits. [Source: obamawhitehouse.archives.gov] 2014-01-27: As of December 2013, 17 states had jobless rates significantly lower than the U.S. figure of 6.7 percent, while 9 states and the District of Columbia had measurably higher rates. [Source: www.bls.gov]; The union membership rate in 2013 was 30.9 percent among state government workers and 26.5 percent among federal government workers, and 11.3 percent in the private sector. [Source: www.bls.gov]; Incomes fell for U.S. families in all income groups between 2007 and 2013, with larger declines among lower-income families due to unemployment rates and declining wages. [Source: www.ers.usda.gov];']"}
+{"batch_x": [7.300000190734863, 7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863], "batch_y": [5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5], "batch_x_timestamps_datetime64_ns": [1375315200000000000, 1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000], "batch_y_timestamps_datetime64_ns": [1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000], "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]], "batch_text": "[\"Available facts are as follows: 2014-03-24: The national unemployment rate was 7.0 percent in January 2014. [Source: www.bls.gov] 2014-03-17: In January 2014, Rhode Island had the highest unemployment rate among the states at 9.2 percent, and 18 states had jobless rates significantly higher than the national average. [Source: www.bls.gov]; The healthcare sector was one of the few sectors of the US economy that created new positions despite the recent economic downturn. [Source: pubmed.ncbi.nlm.nih.gov]; The scope of the Survey of Occupational Injuries and Illnesses was expanded in 2008 to collect data for state and local government workers in all states. [Source: www.bls.gov] 2014-03-10: The unemployment rate for 16-24 year-olds in the US was over 13 percent at the end of 2013, with more than 5.5 million young people not in school and out of work. [Source: www.rockefellerfoundation.org]; The unemployment rate in Tennessee was 7.9% in March 2014. [Source: www.nashville.us.emb-japan.go.jp]; The US economy's position on the downward sloping Beveridge Curve reflects the state of the business cycle, with a low unemployment rate during an expansion. [Source: www.bls.gov] 2014-03-03: The unemployment rate in the United States was 6.7% in February 2014, with a total nonfarm payroll employment increase of 175,000. [Source: www.bls.gov]; The U.S. unemployment rate rose from 5.8% in 2008 to 9.3% in 2009. [Source: nces.ed.gov]; Poverty and deep poverty are increasing in rural America, with ideal data for tracking changes in the poverty population over time. [Source: www.ers.usda.gov];\"\n \"Available facts are as follows: 2014-03-24: The national unemployment rate was 7.0 percent in January 2014. [Source: www.bls.gov] 2014-03-17: In January 2014, Rhode Island had the highest unemployment rate among the states at 9.2 percent, and 18 states had jobless rates significantly higher than the national average. [Source: www.bls.gov]; The healthcare sector was one of the few sectors of the US economy that created new positions despite the recent economic downturn. [Source: pubmed.ncbi.nlm.nih.gov]; The scope of the Survey of Occupational Injuries and Illnesses was expanded in 2008 to collect data for state and local government workers in all states. [Source: www.bls.gov] 2014-03-10: The unemployment rate for 16-24 year-olds in the US was over 13 percent at the end of 2013, with more than 5.5 million young people not in school and out of work. [Source: www.rockefellerfoundation.org]; The unemployment rate in Tennessee was 7.9% in March 2014. [Source: www.nashville.us.emb-japan.go.jp]; The US economy's position on the downward sloping Beveridge Curve reflects the state of the business cycle, with a low unemployment rate during an expansion. [Source: www.bls.gov] 2014-03-03: The unemployment rate in the United States was 6.7% in February 2014, with a total nonfarm payroll employment increase of 175,000. [Source: www.bls.gov]; The U.S. unemployment rate rose from 5.8% in 2008 to 9.3% in 2009. [Source: nces.ed.gov]; Poverty and deep poverty are increasing in rural America, with ideal data for tracking changes in the poverty population over time. [Source: www.ers.usda.gov];\"]"}
+{"batch_x": [7.0, 7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432], "batch_y": [6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432], "batch_x_timestamps_datetime64_ns": [1377993600000000000, 1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000], "batch_y_timestamps_datetime64_ns": [1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000], "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]], "batch_text": "[\"Available facts are as follows: 2014-04-21: The unemployment rate in the US remained low throughout the second half of 2023 but started to increase in early 2024. [Source: www.statista.com]; As of April 2024, approximately 2.61 million women in the United States were unemployed. [Source: www.statista.com]; The unemployment rate increases 4 percentage points in each of the four countries/country blocks in the FRB's Federal Reserve Supervisory Scenarios. [Source: www.federalreserve.gov] 2014-04-14: The unemployment rate may not be a good proxy for the overall state of the labor market or economy. [Source: www.everycrsreport.com]; In 2013, employed wage and salary workers earning hourly wages at or below the federal minimum wage accounted for 4.7% of all hourly paid workers. [Source: www.bls.gov]; The labor force participation rate has led to doubts that the unemployment rate alone accurately reflects the state of resource utilization in the labor market. [Source: www.frbsf.org]; Communities across the United States are working to rebuild their economies, with indicators such as the unemployment rate showing improvement. [Source: www.houstontx.gov] 2014-04-07: The unemployment rate in the United States held at 6.7 percent in March 2014. [Source: U.S. Bureau of Labor Statistics] 2014-03-31: As of 2013, the unemployment rate in the US was 7.0%, with 10.8 million people unemployed. [Source: www.bls.gov]; The youth unemployment rate in the US is around 14% for those under 25. [Source: www.stlouisfed.org]; The FRB/US Model predicts the baseline outlook for the unemployment rate, real GDP growth, and inflation. [Source: www.federalreserve.gov];\"\n \"Available facts are as follows: 2014-04-21: The unemployment rate in the US remained low throughout the second half of 2023 but started to increase in early 2024. [Source: www.statista.com]; As of April 2024, approximately 2.61 million women in the United States were unemployed. [Source: www.statista.com]; The unemployment rate increases 4 percentage points in each of the four countries/country blocks in the FRB's Federal Reserve Supervisory Scenarios. [Source: www.federalreserve.gov] 2014-04-14: The unemployment rate may not be a good proxy for the overall state of the labor market or economy. [Source: www.everycrsreport.com]; In 2013, employed wage and salary workers earning hourly wages at or below the federal minimum wage accounted for 4.7% of all hourly paid workers. [Source: www.bls.gov]; The labor force participation rate has led to doubts that the unemployment rate alone accurately reflects the state of resource utilization in the labor market. [Source: www.frbsf.org]; Communities across the United States are working to rebuild their economies, with indicators such as the unemployment rate showing improvement. [Source: www.houstontx.gov] 2014-04-07: The unemployment rate in the United States held at 6.7 percent in March 2014. [Source: U.S. Bureau of Labor Statistics] 2014-03-31: As of 2013, the unemployment rate in the US was 7.0%, with 10.8 million people unemployed. [Source: www.bls.gov]; The youth unemployment rate in the US is around 14% for those under 25. [Source: www.stlouisfed.org]; The FRB/US Model predicts the baseline outlook for the unemployment rate, real GDP growth, and inflation. [Source: www.federalreserve.gov];\"]"}
+{"batch_x": [7.0, 6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568], "batch_y": [6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568], "batch_x_timestamps_datetime64_ns": [1380585600000000000, 1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000], "batch_y_timestamps_datetime64_ns": [1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000], "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]], "batch_text": "[\"Available facts are as follows: 2014-05-26: Job openings continued to rise in 2013, and research suggests that long-term unemployment increased as a result of fewer job openings during the most recent recession. [Source: www.bls.gov]; Annual CPI inflation and unemployment data from 27 MSAs in the United States show a relationship between the two variables. [Source: www.federalreserve.gov]; Labor productivity data indicates that the United States had lost hundreds of billions of dollars in potential national output during the recession. [Source: www.bls.gov]; The unemployment rate in the United States was nearing 10 percent in 2011, and the percentage of persons holding a bachelor's degree or higher increased from 2001 to 2011. [Source: nces.ed.gov] 2014-05-19: The unemployment rate in Nicaragua averaged 5.0% in the decade to 2022, below the 8.6% average for Central America and the Caribbean. [Source]; The urban unemployment rate for Latin America and the Caribbean was estimated at 6.2% for 2013, a little down on 2012. [Source]; Indiana has the highest share of total employment in manufacturing among all states in the United States. [Source] 2014-05-12: The unemployment rate in the United States was 6.3% in April 2014, and 5.6% in 2011. [Source: www.nashville.us.emb-japan.go.jp, cdle.colorado.gov]; The unemployment rate in Canada and the US has been improving, but the US rate appears to have overstated the improvement in broader labour market conditions. [Source: www.bankofcanada.ca]; The employment rates at the time of transplant in the United States are generally low, although privately insured patients are significantly more likely to be employed. [Source: pubmed.ncbi.nlm.nih.gov] 2014-05-05: The overall unemployment rate among AAPIs in the U.S. was 5.2 percent as of 2014. [Source: obamawhitehouse.archives.gov]; The Job Openings and Labor Turnover Survey (JOLTS) produces monthly estimates of job openings, hires, quits, layoffs and discharges. [Source: www.bls.gov]; The Bureau of Labor Statistics (BLS) provides several tables of data about the U.S. workforce, including unemployment numbers. [Source: blogs.sas.com]; 65.9 percent of 2013 high school graduates enrolled in college as of 2014. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2014-05-26: Job openings continued to rise in 2013, and research suggests that long-term unemployment increased as a result of fewer job openings during the most recent recession. [Source: www.bls.gov]; Annual CPI inflation and unemployment data from 27 MSAs in the United States show a relationship between the two variables. [Source: www.federalreserve.gov]; Labor productivity data indicates that the United States had lost hundreds of billions of dollars in potential national output during the recession. [Source: www.bls.gov]; The unemployment rate in the United States was nearing 10 percent in 2011, and the percentage of persons holding a bachelor's degree or higher increased from 2001 to 2011. [Source: nces.ed.gov] 2014-05-19: The unemployment rate in Nicaragua averaged 5.0% in the decade to 2022, below the 8.6% average for Central America and the Caribbean. [Source]; The urban unemployment rate for Latin America and the Caribbean was estimated at 6.2% for 2013, a little down on 2012. [Source]; Indiana has the highest share of total employment in manufacturing among all states in the United States. [Source] 2014-05-12: The unemployment rate in the United States was 6.3% in April 2014, and 5.6% in 2011. [Source: www.nashville.us.emb-japan.go.jp, cdle.colorado.gov]; The unemployment rate in Canada and the US has been improving, but the US rate appears to have overstated the improvement in broader labour market conditions. [Source: www.bankofcanada.ca]; The employment rates at the time of transplant in the United States are generally low, although privately insured patients are significantly more likely to be employed. [Source: pubmed.ncbi.nlm.nih.gov] 2014-05-05: The overall unemployment rate among AAPIs in the U.S. was 5.2 percent as of 2014. [Source: obamawhitehouse.archives.gov]; The Job Openings and Labor Turnover Survey (JOLTS) produces monthly estimates of job openings, hires, quits, layoffs and discharges. [Source: www.bls.gov]; The Bureau of Labor Statistics (BLS) provides several tables of data about the U.S. workforce, including unemployment numbers. [Source: blogs.sas.com]; 65.9 percent of 2013 high school graduates enrolled in college as of 2014. [Source: www.bls.gov];\"]"}
+{"batch_x": [6.599999904632568, 6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863], "batch_y": [6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863], "batch_x_timestamps_datetime64_ns": [1383264000000000000, 1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000], "batch_y_timestamps_datetime64_ns": [1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000], "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]], "batch_text": "[\"Available facts are as follows: 2014-06-23: As of 2013, the employment situation for people with disabilities was a concern, with an unemployment rate higher than the national average. [Source: www.bls.gov]; The national unemployment rate in May 2014 was 6.3 percent, according to the United States Department of Labor. [Source: www.lubbockonline.com]; A one-unit increase in the unemployment rate decreases Vehicle Miles Traveled (VMT) by 0.8% in the short run. [Source: sor.senate.ca.gov] 2014-06-16: The unemployment rate in the United States was 6.3% as of April 2014, down nearly 4 percentage points from the labor market's recession peak [Source: www.americanprogress.org].; The seasonally-adjusted unemployment rate varied by state in the South in 2013 [Source: www.kff.org].; The unemployment rate for U.S.-born Latinos increased from 6.8% in the fourth quarter of 2007 [Source: www.pewresearch.org]. 2014-06-09: The Bureau of Labor Statistics (BLS) announces the total number of employed and unemployed people in the US each month. [Source]; The unemployment rate in Wyoming is affected by individuals from all over the US filing claims for UI benefits from a Wyoming employer. [Source]; Suicide rates in the US have risen since 2005, with a significant increase among those aged 45-64. [Source]; Long-term unemployed Americans are more likely to suffer from depression than those who have been unemployed for shorter periods. [Source]; The US is the only country that varies an individual employer's Unemployment Insurance (UI) tax rate based on the employer's own experience. [Source] 2014-06-02: The US economy added 192,000 jobs in March, while the unemployment rate remained unchanged. [Source: www.bls.gov]; The unemployment rate in the United States rose to nearly twenty-five percent during the Great Depression. [Source: www.umwestern.edu]; The Longitudinal Employer-Household Dynamics (LEHD) data is a longitudinally linked employer-employee dataset created by the U.S. Census Bureau. [Source: apps.bea.gov];\"\n \"Available facts are as follows: 2014-06-23: As of 2013, the employment situation for people with disabilities was a concern, with an unemployment rate higher than the national average. [Source: www.bls.gov]; The national unemployment rate in May 2014 was 6.3 percent, according to the United States Department of Labor. [Source: www.lubbockonline.com]; A one-unit increase in the unemployment rate decreases Vehicle Miles Traveled (VMT) by 0.8% in the short run. [Source: sor.senate.ca.gov] 2014-06-16: The unemployment rate in the United States was 6.3% as of April 2014, down nearly 4 percentage points from the labor market's recession peak [Source: www.americanprogress.org].; The seasonally-adjusted unemployment rate varied by state in the South in 2013 [Source: www.kff.org].; The unemployment rate for U.S.-born Latinos increased from 6.8% in the fourth quarter of 2007 [Source: www.pewresearch.org]. 2014-06-09: The Bureau of Labor Statistics (BLS) announces the total number of employed and unemployed people in the US each month. [Source]; The unemployment rate in Wyoming is affected by individuals from all over the US filing claims for UI benefits from a Wyoming employer. [Source]; Suicide rates in the US have risen since 2005, with a significant increase among those aged 45-64. [Source]; Long-term unemployed Americans are more likely to suffer from depression than those who have been unemployed for shorter periods. [Source]; The US is the only country that varies an individual employer's Unemployment Insurance (UI) tax rate based on the employer's own experience. [Source] 2014-06-02: The US economy added 192,000 jobs in March, while the unemployment rate remained unchanged. [Source: www.bls.gov]; The unemployment rate in the United States rose to nearly twenty-five percent during the Great Depression. [Source: www.umwestern.edu]; The Longitudinal Employer-Household Dynamics (LEHD) data is a longitudinally linked employer-employee dataset created by the U.S. Census Bureau. [Source: apps.bea.gov];\"]"}
+{"batch_x": [6.5, 7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5], "batch_y": [6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568], "batch_x_timestamps_datetime64_ns": [1385856000000000000, 1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000], "batch_y_timestamps_datetime64_ns": [1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000], "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, -0.3383561670780182]], "batch_text": "['Available facts are as follows: 2014-07-21: In June 2014, Mississippi and Rhode Island had the highest unemployment rates among the 50 U.S. states, with a rate of 7.9% each. [Source: www.bls.gov]; The unemployment rate in the United States decreased by 0.2 percentage points to 6.1% in 2014. [Source: dlr.sd.gov] 2014-07-14: The unemployment rate in the United States increased during the Great Recession, as measured by the Bureau of Labor Statistics Current Population Survey (CPS). [Source: www.bls.gov] 2014-07-07: The U.S. unemployment rate has been reported by different sources, including Esri and the Bureau of Labor Statistics. [Source: doc.arcgis.com, www.bls.gov] 2014-06-30: The US unemployment rate increased 0.1 percentage point to 6.2 percent in July 2014 and was down 1.1 percentage points from a year ago. [Source: www.michigan.gov]; The long-term unemployment rate in the United States was 15.1 in 2022. [Source: data.oecd.org]; The unemployment rate has fallen 1.4 percentage points since June 2014. [Source: obamawhitehouse.archives.gov];'\n 'Available facts are as follows: 2014-07-21: In June 2014, Mississippi and Rhode Island had the highest unemployment rates among the 50 U.S. states, with a rate of 7.9% each. [Source: www.bls.gov]; The unemployment rate in the United States decreased by 0.2 percentage points to 6.1% in 2014. [Source: dlr.sd.gov] 2014-07-14: The unemployment rate in the United States increased during the Great Recession, as measured by the Bureau of Labor Statistics Current Population Survey (CPS). [Source: www.bls.gov] 2014-07-07: The U.S. unemployment rate has been reported by different sources, including Esri and the Bureau of Labor Statistics. [Source: doc.arcgis.com, www.bls.gov] 2014-06-30: The US unemployment rate increased 0.1 percentage point to 6.2 percent in July 2014 and was down 1.1 percentage points from a year ago. [Source: www.michigan.gov]; The long-term unemployment rate in the United States was 15.1 in 2022. [Source: data.oecd.org]; The unemployment rate has fallen 1.4 percentage points since June 2014. [Source: obamawhitehouse.archives.gov];']"}
+{"batch_x": [7.0, 7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863], "batch_y": [5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568], "batch_x_timestamps_datetime64_ns": [1388534400000000000, 1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000], "batch_y_timestamps_datetime64_ns": [1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000], "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, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484]], "batch_text": "[\"Available facts are as follows: 2014-08-25: As of 2014, 18 states had jobless rates significantly lower than the U.S. average, with North Dakota having the lowest jobless rate of 2.8%. [Source: www.bls.gov]; From June to July 2014, 7 states had statistically significant unemployment rate changes, all of which were decreases. [Source: www.bls.gov] 2014-08-18: The unemployment rate in the Washington D.C.-Md.-W.Va. Metropolitan Statistical Area was 3.6% in June 2014, according to the U.S. Bureau of Labor Statistics. [Source]; The labour force participation rate in the US has fallen dramatically since 2007, with three main factors contributing to this decline: the ageing of the population, changes in labour market institutions, and a decline in the desire to work. [Source]; The unemployment rate for the United States and Nevada have both declined since the peak in 2010, but rates are still much higher than before the Great Recession. [Source]; The black unemployment rate in Ferguson, Missouri is three times higher than the national average. [Source] 2014-08-11: The unauthorized immigrant population in the United States varies by region of birth, with 59% from Mexico, 11% from Central America, and 13% from Asia in 2008. [Source: www.epi.org]; The average time it takes for unemployed individuals to find a job in the U.S. is 32.4 weeks. [Source: www.cmap.illinois.gov]; The Beveridge curve, which plots the vacancy rate against the unemployment rate, has shifted over time in the U.S. economy. [Source: www.newyorkfed.org]; The unemployment rate is related to output changes in the U.S. economy, as described by Okun's Law. [Source: publications.iadb.org]; American Indian reservations in the U.S. have experienced high unemployment rates, with 23 reservations seeing an increase in unemployment rates between 1969 and 1989. [Source: www.ncbi.nlm.nih.gov]; The U.S. Bureau of Labor Statistics provides data on the national unemployment rate and state and local unemployment rates. [Source: www.bls.gov] 2014-08-04: The national unemployment rate in the United States is not specified in the search results, but the unemployment rate in Power County, Idaho was 6.1% in 2004. [Source: www.co.power.id.us];\"\n \"Available facts are as follows: 2014-08-25: As of 2014, 18 states had jobless rates significantly lower than the U.S. average, with North Dakota having the lowest jobless rate of 2.8%. [Source: www.bls.gov]; From June to July 2014, 7 states had statistically significant unemployment rate changes, all of which were decreases. [Source: www.bls.gov] 2014-08-18: The unemployment rate in the Washington D.C.-Md.-W.Va. Metropolitan Statistical Area was 3.6% in June 2014, according to the U.S. Bureau of Labor Statistics. [Source]; The labour force participation rate in the US has fallen dramatically since 2007, with three main factors contributing to this decline: the ageing of the population, changes in labour market institutions, and a decline in the desire to work. [Source]; The unemployment rate for the United States and Nevada have both declined since the peak in 2010, but rates are still much higher than before the Great Recession. [Source]; The black unemployment rate in Ferguson, Missouri is three times higher than the national average. [Source] 2014-08-11: The unauthorized immigrant population in the United States varies by region of birth, with 59% from Mexico, 11% from Central America, and 13% from Asia in 2008. [Source: www.epi.org]; The average time it takes for unemployed individuals to find a job in the U.S. is 32.4 weeks. [Source: www.cmap.illinois.gov]; The Beveridge curve, which plots the vacancy rate against the unemployment rate, has shifted over time in the U.S. economy. [Source: www.newyorkfed.org]; The unemployment rate is related to output changes in the U.S. economy, as described by Okun's Law. [Source: publications.iadb.org]; American Indian reservations in the U.S. have experienced high unemployment rates, with 23 reservations seeing an increase in unemployment rates between 1969 and 1989. [Source: www.ncbi.nlm.nih.gov]; The U.S. Bureau of Labor Statistics provides data on the national unemployment rate and state and local unemployment rates. [Source: www.bls.gov] 2014-08-04: The national unemployment rate in the United States is not specified in the search results, but the unemployment rate in Power County, Idaho was 6.1% in 2004. [Source: www.co.power.id.us];\"]"}
+{"batch_x": [7.0, 6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137], "batch_y": [5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863], "batch_x_timestamps_datetime64_ns": [1391212800000000000, 1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000], "batch_y_timestamps_datetime64_ns": [1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000], "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, -0.3383561670780182], [-0.5, -0.1666666716337204, -0.5, -0.25342464447021484], [-0.5, 0.1666666716337204, -0.5, -0.17123287916183472]], "batch_text": "['Available facts are as follows: 2014-09-22: As of January 2014, the number of unemployed persons in the United States totaled 10.2 million, or 6.6% of the working population. [Source: www.ncbi.nlm.nih.gov]; Illinois had the largest over-the-year unemployment rate decrease as of September 2014. [Source: www.bls.gov] 2014-09-15: The unemployment rate in the United States had decreased by 1.1 percentage points from a year earlier as of August 2014, with three-quarters of that decline due to falling long-term unemployment [Source: obamawhitehouse.archives.gov].; A one percentage point increase in the unemployment rate leads to a 0.53 percentage point increase in food insecurity [Source: www.feedingamerica.org].; The unemployment rate for adults aged 21-64 with a disability in the United States is higher than the overall unemployment rate [Source: www.help.senate.gov].; The unemployment rate in North Dakota averaged 3.3 percent from the start of the recession [Source: www.epi.org].; The warrior unemployment rate for WWP warriors had fallen from 13.4% to 6.8% as of 2021, still higher than the U.S. average [Source: www.woundedwarriorproject.org]. 2014-09-08: The unemployment rate in the United States has declined faster than expected, standing at 5.4% in early 2014 for people ages 25 and over. [Source: www.bls.gov] 2014-09-01: Objective facts about the Economics situation:Unemployment rates in the United States varied by demographic and region in 2014, with higher rates among African Americans (11.4% in August) and women veterans (9.8% in July). [Source: www.americanprogress.org, www.bls.gov]The overall unemployment rate in the New York metropolitan area was 5.1% in July 2014. [Source: www.bls.gov]The unemployment rate in Stanislaus County, California was 11.1% in 2014. [Source: www.stancounty.com];'\n 'Available facts are as follows: 2014-09-22: As of January 2014, the number of unemployed persons in the United States totaled 10.2 million, or 6.6% of the working population. [Source: www.ncbi.nlm.nih.gov]; Illinois had the largest over-the-year unemployment rate decrease as of September 2014. [Source: www.bls.gov] 2014-09-15: The unemployment rate in the United States had decreased by 1.1 percentage points from a year earlier as of August 2014, with three-quarters of that decline due to falling long-term unemployment [Source: obamawhitehouse.archives.gov].; A one percentage point increase in the unemployment rate leads to a 0.53 percentage point increase in food insecurity [Source: www.feedingamerica.org].; The unemployment rate for adults aged 21-64 with a disability in the United States is higher than the overall unemployment rate [Source: www.help.senate.gov].; The unemployment rate in North Dakota averaged 3.3 percent from the start of the recession [Source: www.epi.org].; The warrior unemployment rate for WWP warriors had fallen from 13.4% to 6.8% as of 2021, still higher than the U.S. average [Source: www.woundedwarriorproject.org]. 2014-09-08: The unemployment rate in the United States has declined faster than expected, standing at 5.4% in early 2014 for people ages 25 and over. [Source: www.bls.gov] 2014-09-01: Objective facts about the Economics situation:Unemployment rates in the United States varied by demographic and region in 2014, with higher rates among African Americans (11.4% in August) and women veterans (9.8% in July). [Source: www.americanprogress.org, www.bls.gov]The overall unemployment rate in the New York metropolitan area was 5.1% in July 2014. [Source: www.bls.gov]The unemployment rate in Stanislaus County, California was 11.1% in 2014. [Source: www.stancounty.com];']"}
+{"batch_x": [6.800000190734863, 5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5], "batch_y": [5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5], "batch_x_timestamps_datetime64_ns": [1393632000000000000, 1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000], "batch_y_timestamps_datetime64_ns": [1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000], "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, -0.3383561670780182], [-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: 2014-10-20: The unemployment rate in the United States was below 5% as of 2014, but varied significantly across different regions, with some areas experiencing rates as high as 40%. [Source: www.economist.com]; The nonprofit sector accounted for 11.4 million jobs, or 10.3% of all private sector jobs in the US as of 2014. [Source: www.bls.gov]; From 2010 to 2013, the US experienced a decline in the civilian unemployment rate from 9.9% to 7.5%, and a 2.1% annual growth rate in GDP. [Source: www.federalreserve.gov] 2014-10-13: The unemployment rate in the United States doubled from 5% to 10% between December 2007 and June 2009. [Source: measureofamerica.org]; 34 million people in the United States are food insecure. [Source: www.feedingamerica.org]; The 2007-2009 recession led to some of the worst labor market conditions in the United States since the Great Depression. [Source: www.bls.gov] 2014-10-06: The unemployment rate in the US declined to 5.9% in September 2014, with 10.3 million new jobs added in the last 55 months. [Source: obamawhitehouse.archives.gov, www.bls.gov] 2014-09-29: In August 2014, California had 7 of the 10 U.S. metropolitan areas with the highest unemployment rates. [Source: www.bls.gov];'\n 'Available facts are as follows: 2014-10-20: The unemployment rate in the United States was below 5% as of 2014, but varied significantly across different regions, with some areas experiencing rates as high as 40%. [Source: www.economist.com]; The nonprofit sector accounted for 11.4 million jobs, or 10.3% of all private sector jobs in the US as of 2014. [Source: www.bls.gov]; From 2010 to 2013, the US experienced a decline in the civilian unemployment rate from 9.9% to 7.5%, and a 2.1% annual growth rate in GDP. [Source: www.federalreserve.gov] 2014-10-13: The unemployment rate in the United States doubled from 5% to 10% between December 2007 and June 2009. [Source: measureofamerica.org]; 34 million people in the United States are food insecure. [Source: www.feedingamerica.org]; The 2007-2009 recession led to some of the worst labor market conditions in the United States since the Great Depression. [Source: www.bls.gov] 2014-10-06: The unemployment rate in the US declined to 5.9% in September 2014, with 10.3 million new jobs added in the last 55 months. [Source: obamawhitehouse.archives.gov, www.bls.gov] 2014-09-29: In August 2014, California had 7 of the 10 U.S. metropolitan areas with the highest unemployment rates. [Source: www.bls.gov];']"}
+{"batch_x": [5.900000095367432, 6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5], "batch_y": [5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568], "batch_x_timestamps_datetime64_ns": [1396310400000000000, 1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000], "batch_y_timestamps_datetime64_ns": [1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000], "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, -0.3383561670780182], [-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: 2014-11-24: The National Unemployment Rate in the United States is an important economic indicator. [Source: www.bls.gov]; In 1929, the average rate of unemployment in the USA was 3.2%, and it rose to near 25% in 1932. [Source: www.quora.com]; The unemployment rate in the United States has been decreasing since July 2013. [Source: www.richmondfed.org]; In 2012, the unemployment rate in Ecuador rose to 15 percent and the poverty rate to 56 percent. [Source: www.migrationpolicy.org] 2014-11-17: The unemployment rate in the United States has been falling faster than predicted, with more jobs available and more money cycling through the economy. [Source: hbr.org] 2014-11-10: In October 2014, the unemployment rate in the United States was 5.8%. [Source: www.bls.gov] 2014-11-03: The unemployment rate in the United States has fallen 1.4 percentage points over the past year, with a current rate of 5.8% as of October 2014. [Source: obamawhitehouse.archives.gov]; Illinois had 5 of the 10 metro areas with the largest 12-month declines in unemployment rate as of November 2014. [Source: www.bls.gov]; The United States passed its first round of fiscal support in February 2008, when the unemployment rate was still 4.9%. [Source: obamawhitehouse.archives.gov];'\n 'Available facts are as follows: 2014-11-24: The National Unemployment Rate in the United States is an important economic indicator. [Source: www.bls.gov]; In 1929, the average rate of unemployment in the USA was 3.2%, and it rose to near 25% in 1932. [Source: www.quora.com]; The unemployment rate in the United States has been decreasing since July 2013. [Source: www.richmondfed.org]; In 2012, the unemployment rate in Ecuador rose to 15 percent and the poverty rate to 56 percent. [Source: www.migrationpolicy.org] 2014-11-17: The unemployment rate in the United States has been falling faster than predicted, with more jobs available and more money cycling through the economy. [Source: hbr.org] 2014-11-10: In October 2014, the unemployment rate in the United States was 5.8%. [Source: www.bls.gov] 2014-11-03: The unemployment rate in the United States has fallen 1.4 percentage points over the past year, with a current rate of 5.8% as of October 2014. [Source: obamawhitehouse.archives.gov]; Illinois had 5 of the 10 metro areas with the largest 12-month declines in unemployment rate as of November 2014. [Source: www.bls.gov]; The United States passed its first round of fiscal support in February 2008, when the unemployment rate was still 4.9%. [Source: obamawhitehouse.archives.gov];']"}
+{"batch_x": [6.099999904632568, 6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432], "batch_y": [6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137], "batch_x_timestamps_datetime64_ns": [1398902400000000000, 1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000], "batch_y_timestamps_datetime64_ns": [1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000], "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, -0.3383561670780182], [-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: 2014-12-22: The unemployment rate in the United States remained at 5.8 percent in the third quarter of 2014. [Source: www.americanprogress.org]; A total of 157 million people in the United States worked at some point during 2013, which was 63.5 percent of the civilian population age 16 and older. [Source: www.bls.gov]; In February 2012, the unemployment rate was significantly high, with disparities in unemployment rates between different racial groups. [Source: www.ucc.org] 2014-12-15: The unemployment rate in the United States declined 0.2 percentage points to 5.6 percent in December 2014. [Source: U.S. Bureau of Labor Statistics] 2014-12-08: The U.S. unemployment rate has declined since the start of the recession in late 2007, but the total share of adults who are not employed has risen in recent years. [Source: www.kff.org]; Veterans had lower unemployment rates every year compared with non-veterans. [Source: www.va.gov]; Youth unemployment in Somalia is estimated at 67%, one of the highest rates in the world. [Source: www.usaid.gov] 2014-12-01: Despite falling unemployment rates, food insecurity among U.S. households remained relatively stable from the end of the Great Recession. [Source: www.ers.usda.gov]; The prevalence of food insecurity in the U.S. has remained essentially unchanged since the 2007-09 recession. [Source: www.ers.usda.gov]; The unemployment rate in Bayview-Hunters Point (BVHP) is 8.1%. [Source: sfrecpark.org];'\n 'Available facts are as follows: 2014-12-22: The unemployment rate in the United States remained at 5.8 percent in the third quarter of 2014. [Source: www.americanprogress.org]; A total of 157 million people in the United States worked at some point during 2013, which was 63.5 percent of the civilian population age 16 and older. [Source: www.bls.gov]; In February 2012, the unemployment rate was significantly high, with disparities in unemployment rates between different racial groups. [Source: www.ucc.org] 2014-12-15: The unemployment rate in the United States declined 0.2 percentage points to 5.6 percent in December 2014. [Source: U.S. Bureau of Labor Statistics] 2014-12-08: The U.S. unemployment rate has declined since the start of the recession in late 2007, but the total share of adults who are not employed has risen in recent years. [Source: www.kff.org]; Veterans had lower unemployment rates every year compared with non-veterans. [Source: www.va.gov]; Youth unemployment in Somalia is estimated at 67%, one of the highest rates in the world. [Source: www.usaid.gov] 2014-12-01: Despite falling unemployment rates, food insecurity among U.S. households remained relatively stable from the end of the Great Recession. [Source: www.ers.usda.gov]; The prevalence of food insecurity in the U.S. has remained essentially unchanged since the 2007-09 recession. [Source: www.ers.usda.gov]; The unemployment rate in Bayview-Hunters Point (BVHP) is 8.1%. [Source: sfrecpark.org];']"}
+{"batch_x": [6.300000190734863, 6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568], "batch_y": [5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432], "batch_x_timestamps_datetime64_ns": [1401580800000000000, 1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000], "batch_y_timestamps_datetime64_ns": [1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000], "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, -0.3383561670780182], [-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: 2015-01-26: The unemployment rate in the United States was 5.6% in December 2014, down from 5.8% in November 2014, and from 6.7% in December 2013. [Source: ec.europa.eu]; Industrial production grew by 1.6 percent in 2017 after declining in the prior two years. Unemployment continued to decrease steadily. [Source: www.usitc.gov]; In the aftermath of the Great Recession of 2007-2009, youth unemployment in the United States reached its highest level since the Second World War. [Source: www.mdrc.org]; The poverty rate in the United States increased during the most recent recession, with an estimated poverty rate of 14.5% in 2013. [Source: sgp.fas.org] 2015-01-19: The seasonally adjusted rural unemployment rate stood at 6.4 percent in the United States in January 2015. [Source: www.ers.usda.gov]; The unemployment rate in the United States was lower than it was in 1999, with the economy growing and creating jobs at the fastest pace since then. [Source: www.presidency.ucsb.edu]; Wages in \"Right to Work\" (RTW) states are 3.2 percent lower than those in non-RTW states. [Source: www.epi.org] 2015-01-12: The unemployment rate in the US was 5.6% in January 2015. [Source: www.americanprogress.org]; The US economy grew at an annual rate of nearly 5% in the two middle quarters of 2014. [Source: www.imf.org]; The U.S. Bureau of Labor Statistics reported a low rate of price inflation in December 2014. [Source: lao.ca.gov] 2015-01-05: The U.S. unemployment rate declined to 5.6% in December 2014, a six-year low. [Source: www.bls.gov, www.voanews.com]; The jobless rate decline in the Framingham division matched that of the nation over the year. [Source: www.bls.gov]; In November 2014, the unemployment rate in the United States was 5.8%, stable compared to October 2014, and down from 7.0% in November 2013. [Source: ec.europa.eu];'\n 'Available facts are as follows: 2015-01-26: The unemployment rate in the United States was 5.6% in December 2014, down from 5.8% in November 2014, and from 6.7% in December 2013. [Source: ec.europa.eu]; Industrial production grew by 1.6 percent in 2017 after declining in the prior two years. Unemployment continued to decrease steadily. [Source: www.usitc.gov]; In the aftermath of the Great Recession of 2007-2009, youth unemployment in the United States reached its highest level since the Second World War. [Source: www.mdrc.org]; The poverty rate in the United States increased during the most recent recession, with an estimated poverty rate of 14.5% in 2013. [Source: sgp.fas.org] 2015-01-19: The seasonally adjusted rural unemployment rate stood at 6.4 percent in the United States in January 2015. [Source: www.ers.usda.gov]; The unemployment rate in the United States was lower than it was in 1999, with the economy growing and creating jobs at the fastest pace since then. [Source: www.presidency.ucsb.edu]; Wages in \"Right to Work\" (RTW) states are 3.2 percent lower than those in non-RTW states. [Source: www.epi.org] 2015-01-12: The unemployment rate in the US was 5.6% in January 2015. [Source: www.americanprogress.org]; The US economy grew at an annual rate of nearly 5% in the two middle quarters of 2014. [Source: www.imf.org]; The U.S. Bureau of Labor Statistics reported a low rate of price inflation in December 2014. [Source: lao.ca.gov] 2015-01-05: The U.S. unemployment rate declined to 5.6% in December 2014, a six-year low. [Source: www.bls.gov, www.voanews.com]; The jobless rate decline in the Framingham division matched that of the nation over the year. [Source: www.bls.gov]; In November 2014, the unemployment rate in the United States was 5.8%, stable compared to October 2014, and down from 7.0% in November 2013. [Source: ec.europa.eu];']"}
+{"batch_x": [6.5, 6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863], "batch_y": [5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863], "batch_x_timestamps_datetime64_ns": [1404172800000000000, 1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000], "batch_y_timestamps_datetime64_ns": [1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000], "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, -0.3383561670780182], [-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: 2015-02-23: The unemployment rate in the United States has been declining over the past five years, with a current rate of around 8% as of 2013. [Source: izajolp.springeropen.com] 2015-02-16: The unemployment rate in the Philadelphia Area by County was 3.4 percent in December 2014, according to the U.S. Bureau of Labor Statistics. [Source]; The U.S. labor market experienced a sharp drop in unemployment in 2014, with a stabilization in the labor force participation rate. [Source]; The American Recovery and Reinvestment Act lowered the unemployment rate by an estimated 0.7 to 1.8 percentage points between 2009 and 2014. [Source] 2015-02-09: The unemployment rate in the United States was 5.7 percent in January 2015. [Source: U.S. Bureau of Labor Statistics]; The Rosebud Agency has an unemployment rate of approximately 83%. [Source: www.bia.gov] 2015-02-02: The unemployment rate in the United States was 5.5% in February 2015, 5.7% in January 2015, and 5.8% in October 2014. [Source: www.bls.gov, www.bls.gov, advocacy.sba.gov];'\n 'Available facts are as follows: 2015-02-23: The unemployment rate in the United States has been declining over the past five years, with a current rate of around 8% as of 2013. [Source: izajolp.springeropen.com] 2015-02-16: The unemployment rate in the Philadelphia Area by County was 3.4 percent in December 2014, according to the U.S. Bureau of Labor Statistics. [Source]; The U.S. labor market experienced a sharp drop in unemployment in 2014, with a stabilization in the labor force participation rate. [Source]; The American Recovery and Reinvestment Act lowered the unemployment rate by an estimated 0.7 to 1.8 percentage points between 2009 and 2014. [Source] 2015-02-09: The unemployment rate in the United States was 5.7 percent in January 2015. [Source: U.S. Bureau of Labor Statistics]; The Rosebud Agency has an unemployment rate of approximately 83%. [Source: www.bia.gov] 2015-02-02: The unemployment rate in the United States was 5.5% in February 2015, 5.7% in January 2015, and 5.8% in October 2014. [Source: www.bls.gov, www.bls.gov, advocacy.sba.gov];']"}
+{"batch_x": [6.300000190734863, 5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568], "batch_y": [5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863], "batch_x_timestamps_datetime64_ns": [1406851200000000000, 1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000], "batch_y_timestamps_datetime64_ns": [1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000], "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, -0.3383561670780182]], "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, -0.3383561670780182], [-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: 2015-03-23: The unemployment rate for veterans who served on active duty in the U.S. Armed Forces at any time declined by 1.3 percentage points from 2013 to 2014. [Source: www.bls.gov]; The NEET (youth not in employment, education, or training) rate varies across countries, with the USA having a rate of 13.1% in 2014. [Source: data.oecd.org] 2015-03-16: The long-term unemployed are people who have been looking for work for 27 weeks or longer, and the number of long-term unemployed had been expanding for 3 consecutive years. [Source: www.bls.gov]; In 2015, the United States had a high rate of migration among young adults, which was followed by a large increase in unemployment. [Source: www.census.gov] 2015-03-09: In 1929, 3.2 percent of America's civilian labor force was unemployed, and by 1933, the rate had risen to 24.9 percent. [Source: www.census.gov]; In 2014, union members accounted for 16.8 percent of wage and salary workers in Washington, compared with 18.9 percent in 2013. [Source: www.bls.gov]; Women now comprise nearly half of the U.S. labor force at 46.8 percent. [Source: statusofwomendata.org]; In 2013, the average unemployment rate for the US was 7. [Source: www.shepscenter.unc.edu] 2015-03-02: In 2014, annual average unemployment rates declined in all 50 states and the District of Columbia. [Source: www.bls.gov]; The euro area unemployment rate was at 11.2% in January 2015. [Source: ec.europa.eu]; The unemployment rate for the Albanian population in the US was higher than the national average. [Source: projects.iq.harvard.edu]; In February 2015, overall job growth was robust and the national average workweek was steady. [Source: obamawhitehouse.archives.gov]; For the first time since 1984, unemployment fell in every state and Washington D.C. in 2014. [Source: www.washingtonpost.com];\"\n \"Available facts are as follows: 2015-03-23: The unemployment rate for veterans who served on active duty in the U.S. Armed Forces at any time declined by 1.3 percentage points from 2013 to 2014. [Source: www.bls.gov]; The NEET (youth not in employment, education, or training) rate varies across countries, with the USA having a rate of 13.1% in 2014. [Source: data.oecd.org] 2015-03-16: The long-term unemployed are people who have been looking for work for 27 weeks or longer, and the number of long-term unemployed had been expanding for 3 consecutive years. [Source: www.bls.gov]; In 2015, the United States had a high rate of migration among young adults, which was followed by a large increase in unemployment. [Source: www.census.gov] 2015-03-09: In 1929, 3.2 percent of America's civilian labor force was unemployed, and by 1933, the rate had risen to 24.9 percent. [Source: www.census.gov]; In 2014, union members accounted for 16.8 percent of wage and salary workers in Washington, compared with 18.9 percent in 2013. [Source: www.bls.gov]; Women now comprise nearly half of the U.S. labor force at 46.8 percent. [Source: statusofwomendata.org]; In 2013, the average unemployment rate for the US was 7. [Source: www.shepscenter.unc.edu] 2015-03-02: In 2014, annual average unemployment rates declined in all 50 states and the District of Columbia. [Source: www.bls.gov]; The euro area unemployment rate was at 11.2% in January 2015. [Source: ec.europa.eu]; The unemployment rate for the Albanian population in the US was higher than the national average. [Source: projects.iq.harvard.edu]; In February 2015, overall job growth was robust and the national average workweek was steady. [Source: obamawhitehouse.archives.gov]; For the first time since 1984, unemployment fell in every state and Washington D.C. in 2014. [Source: www.washingtonpost.com];\"]"}
+{"batch_x": [5.699999809265137, 5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568], "batch_y": [5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863], "batch_x_timestamps_datetime64_ns": [1409529600000000000, 1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000], "batch_y_timestamps_datetime64_ns": [1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000], "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, -0.3383561670780182], [-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]], "batch_text": "['Available facts are as follows: 2015-04-20: The unemployment rate for Asians in the US was 4.7% in the fourth quarter of 2014. [Source: www.bls.gov]; The US Bureau of Labor Statistics figures the unemployment rate monthly based on a survey of a sample of approximately 50,000 households. [Source: scholarworks.uni.edu]; In 2010, the US unemployment rate reached 10.0%. [Source: www.lsc.ohio.gov]; The major with the lowest unemployment rate was theology and religious studies, with a rate of 1.2% in the 2016 and 2017 American Community survey. [Source: seaver.pepperdine.edu] 2015-04-13: In April 2015, the unemployment rate in the United States was affected by various factors, including educational attainment, crime rates, and mental health correlates. [Source: www.bls.gov, repository.gatech.edu, pubmed.ncbi.nlm.nih.gov] 2015-04-06: The national unemployment rate and state & local unemployment rates are tracked by the U.S. Bureau of Labor Statistics. [Source] 2015-03-30: The U.S. economy had experienced 58 consecutive months of job growth by the end of 2014, with an unemployment rate of 5.6%. [Source: www.epi.org]; The national unemployment rate was stable in March 2015, with broader measures of labor market slack also showing little change. [Source: obamawhitehouse.archives.gov]; West Virginia ranked 37th in job growth and unemployment since the beginning of the recession, with no job gains since 2008. [Source: wvpolicy.org];'\n 'Available facts are as follows: 2015-04-20: The unemployment rate for Asians in the US was 4.7% in the fourth quarter of 2014. [Source: www.bls.gov]; The US Bureau of Labor Statistics figures the unemployment rate monthly based on a survey of a sample of approximately 50,000 households. [Source: scholarworks.uni.edu]; In 2010, the US unemployment rate reached 10.0%. [Source: www.lsc.ohio.gov]; The major with the lowest unemployment rate was theology and religious studies, with a rate of 1.2% in the 2016 and 2017 American Community survey. [Source: seaver.pepperdine.edu] 2015-04-13: In April 2015, the unemployment rate in the United States was affected by various factors, including educational attainment, crime rates, and mental health correlates. [Source: www.bls.gov, repository.gatech.edu, pubmed.ncbi.nlm.nih.gov] 2015-04-06: The national unemployment rate and state & local unemployment rates are tracked by the U.S. Bureau of Labor Statistics. [Source] 2015-03-30: The U.S. economy had experienced 58 consecutive months of job growth by the end of 2014, with an unemployment rate of 5.6%. [Source: www.epi.org]; The national unemployment rate was stable in March 2015, with broader measures of labor market slack also showing little change. [Source: obamawhitehouse.archives.gov]; West Virginia ranked 37th in job growth and unemployment since the beginning of the recession, with no job gains since 2008. [Source: wvpolicy.org];']"}
+{"batch_x": [5.5, 5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863], "batch_y": [5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863], "batch_x_timestamps_datetime64_ns": [1412121600000000000, 1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000], "batch_y_timestamps_datetime64_ns": [1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000], "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, -0.3383561670780182], [-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]], "batch_text": "[\"Available facts are as follows: 2015-05-25: The unemployment rate among chemists in the US was 4.6% in 2012, the highest in 40 years. [Source: bls.gov]; The number of marginally attached workers in the US totaled 2.2 million in 2014. [Source: bls.gov]; The employment-population ratio has tracked the unemployment rate closely in the US, though moving in opposite directions. [Source: sgp.fas.org] 2015-05-18: The number of long-term unemployed in the US has remained high years after the recession ended in June 2009. [Source: www.bls.gov]; Occupational licensing directly affects nearly 30 percent of U.S. workers today and continues to grow in density and scope. [Source: www.bls.gov]; The unemployment rate remains high because workers keep looking for jobs, potentially due to extended unemployment insurance. [Source: www.weforum.org] 2015-05-11: The national unemployment rate in the United States was 5.0% in March 2015, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov] 2015-05-04: In March 2015, Worcester County, Md., had the highest unemployment rate on the Delmarva Peninsula at 13.6 percent, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The seasonally adjusted unemployment rate for young Americans in April 2015 was 5.4%, the lowest it's been in since before the recession. [Source: www.pewresearch.org]; The economy added 223,000 jobs in April 2015, and the unemployment rate declined. [Source: obamawhitehouse.archives.gov];\"\n \"Available facts are as follows: 2015-05-25: The unemployment rate among chemists in the US was 4.6% in 2012, the highest in 40 years. [Source: bls.gov]; The number of marginally attached workers in the US totaled 2.2 million in 2014. [Source: bls.gov]; The employment-population ratio has tracked the unemployment rate closely in the US, though moving in opposite directions. [Source: sgp.fas.org] 2015-05-18: The number of long-term unemployed in the US has remained high years after the recession ended in June 2009. [Source: www.bls.gov]; Occupational licensing directly affects nearly 30 percent of U.S. workers today and continues to grow in density and scope. [Source: www.bls.gov]; The unemployment rate remains high because workers keep looking for jobs, potentially due to extended unemployment insurance. [Source: www.weforum.org] 2015-05-11: The national unemployment rate in the United States was 5.0% in March 2015, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov] 2015-05-04: In March 2015, Worcester County, Md., had the highest unemployment rate on the Delmarva Peninsula at 13.6 percent, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The seasonally adjusted unemployment rate for young Americans in April 2015 was 5.4%, the lowest it's been in since before the recession. [Source: www.pewresearch.org]; The economy added 223,000 jobs in April 2015, and the unemployment rate declined. [Source: obamawhitehouse.archives.gov];\"]"}
+{"batch_x": [5.5, 5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5], "batch_y": [5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137], "batch_x_timestamps_datetime64_ns": [1414800000000000000, 1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000], "batch_y_timestamps_datetime64_ns": [1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000], "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, -0.3383561670780182], [-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]], "batch_text": "[\"Available facts are as follows: 2015-06-22: Unemployment rates for states that are heavily dependent on resources production remain well below the national average. [Source: www.eia.gov]; In 2014, Pennsylvania's unemployment rate was 5.4%, and Oklahoma's was 4.7%. [Source: www.bls.gov]; The unemployment rate for area residents in Washington Heights and Inwood was 12.4% in 2014. [Source: www.osc.ny.gov]; In 1947, over 400,000 Californians remained unemployed, and 767,000 claimed unemployment benefits. [Source: capitolmuseum.ca.gov] 2015-06-15: The unemployment rate in the US has been declining, with a rate of 5.6% in December 2014 [Source: cslf.gsu.edu].; The US labor market has substantially recovered from the recent recession, with the unemployment rate dropping from 10% to a lower rate [Source: research.stlouisfed.org].; The collection of data on persons with a disability is sponsored by the Department of Labor, providing statistics on employment and unemployment in the United States [Source: www.bls.gov]. 2015-06-08: The unemployment rate in the United States has remained a concern, with some regions like Riverside County having a higher unemployment rate than the national average. [Source: takano.house.gov] 2015-06-01: The unemployment rate in the US was 6.7% in 2014, and 5.4% in April 2015, which is the lowest rate since the end of the Great Recession. [Source: www.league.org, www.americanprogress.org];\"\n \"Available facts are as follows: 2015-06-22: Unemployment rates for states that are heavily dependent on resources production remain well below the national average. [Source: www.eia.gov]; In 2014, Pennsylvania's unemployment rate was 5.4%, and Oklahoma's was 4.7%. [Source: www.bls.gov]; The unemployment rate for area residents in Washington Heights and Inwood was 12.4% in 2014. [Source: www.osc.ny.gov]; In 1947, over 400,000 Californians remained unemployed, and 767,000 claimed unemployment benefits. [Source: capitolmuseum.ca.gov] 2015-06-15: The unemployment rate in the US has been declining, with a rate of 5.6% in December 2014 [Source: cslf.gsu.edu].; The US labor market has substantially recovered from the recent recession, with the unemployment rate dropping from 10% to a lower rate [Source: research.stlouisfed.org].; The collection of data on persons with a disability is sponsored by the Department of Labor, providing statistics on employment and unemployment in the United States [Source: www.bls.gov]. 2015-06-08: The unemployment rate in the United States has remained a concern, with some regions like Riverside County having a higher unemployment rate than the national average. [Source: takano.house.gov] 2015-06-01: The unemployment rate in the US was 6.7% in 2014, and 5.4% in April 2015, which is the lowest rate since the end of the Great Recession. [Source: www.league.org, www.americanprogress.org];\"]"}
+{"batch_x": [5.400000095367432, 6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568], "batch_y": [5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568], "batch_x_timestamps_datetime64_ns": [1417392000000000000, 1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000], "batch_y_timestamps_datetime64_ns": [1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000], "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, -0.3383561670780182], [-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, -0.3333333432674408, -0.5, -0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2015-07-20: The unemployment rate in Virginia was 5% in 2014, and the national unemployment rate in the US was 3.6% in 1968. [Source: www.bls.gov, www.sanders.senate.gov] 2015-07-13: In July 2015, California's jobless rate fell from 6.4 percent in May to 6.3 percent in June. [Source: www.capradio.org]; In May 2015, Marin and San Mateo Counties had the lowest unemployment rate, 3.3 percent, in the San Francisco Bay Area. [Source: www.bls.gov]; The euro area unemployment rate has been high since 2007, with a poor overall performance. [Source: www.brookings.edu] 2015-07-06: The unemployment rate in the United States fell from May to June 2015. [Source: www.bls.gov] 2015-06-29: The jobless rate in the Nashua division matched the national decline in April 2015. [Source: www.bls.gov]; The U.S. real GDP growth slowed significantly during the Great Recession, resulting in high unemployment and low capacity utilization. [Source: www.imf.org]; The unemployment rate in the United States, Massachusetts, and New Hampshire were reported in April 2015. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2015-07-20: The unemployment rate in Virginia was 5% in 2014, and the national unemployment rate in the US was 3.6% in 1968. [Source: www.bls.gov, www.sanders.senate.gov] 2015-07-13: In July 2015, California's jobless rate fell from 6.4 percent in May to 6.3 percent in June. [Source: www.capradio.org]; In May 2015, Marin and San Mateo Counties had the lowest unemployment rate, 3.3 percent, in the San Francisco Bay Area. [Source: www.bls.gov]; The euro area unemployment rate has been high since 2007, with a poor overall performance. [Source: www.brookings.edu] 2015-07-06: The unemployment rate in the United States fell from May to June 2015. [Source: www.bls.gov] 2015-06-29: The jobless rate in the Nashua division matched the national decline in April 2015. [Source: www.bls.gov]; The U.S. real GDP growth slowed significantly during the Great Recession, resulting in high unemployment and low capacity utilization. [Source: www.imf.org]; The unemployment rate in the United States, Massachusetts, and New Hampshire were reported in April 2015. [Source: www.bls.gov];\"]"}
+{"batch_x": [6.099999904632568, 5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137], "batch_y": [4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137], "batch_x_timestamps_datetime64_ns": [1420070400000000000, 1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000], "batch_y_timestamps_datetime64_ns": [1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2015-08-24: The unemployment rate in Georgia is 3.1%, lower than the US unemployment rate of 3.9%. [Source: dol.georgia.gov] 2015-08-17: The unemployment rate in the United States was 5.3% as of August 2015 [Source: www.bls.gov]. The low employment rate was defined as part of the functional status in a study on employment and quality of life [Source: www.ncbi.nlm.nih.gov]. 2015-08-10: The unemployment rate in Arlington County, Va., was 3.1% in June 2015, the lowest in the Washington Area. [Source: www.bls.gov]; The 2014 annual unemployment rate in the St. Cloud MSA was 4.2%, just barely higher than the 4.1% state rate. [Source: www.ci.stcloud.mn.us]; The unemployment rate for the US has moved in a similar pattern to that of the UK and EU. [Source: www.ons.gov.uk] 2015-08-03: The national unemployment rate in the United States was 5.3% in July 2015. [Source: unidosus.org]; The Latino unemployment rate in the United States was 6.9% in July 2015. [Source: unidosus.org]; In 2009-2011, the unemployment rate for Latinos in the United States was estimated at 12%, and at 18% in Michigan. [Source: jsri.msu.edu]; The unemployment rate in Chicago-Naperville-Elgin, IL-IN-WI (MSA) was 5.4% in July 2015. [Source: fred.stlouisfed.org];'\n 'Available facts are as follows: 2015-08-24: The unemployment rate in Georgia is 3.1%, lower than the US unemployment rate of 3.9%. [Source: dol.georgia.gov] 2015-08-17: The unemployment rate in the United States was 5.3% as of August 2015 [Source: www.bls.gov]. The low employment rate was defined as part of the functional status in a study on employment and quality of life [Source: www.ncbi.nlm.nih.gov]. 2015-08-10: The unemployment rate in Arlington County, Va., was 3.1% in June 2015, the lowest in the Washington Area. [Source: www.bls.gov]; The 2014 annual unemployment rate in the St. Cloud MSA was 4.2%, just barely higher than the 4.1% state rate. [Source: www.ci.stcloud.mn.us]; The unemployment rate for the US has moved in a similar pattern to that of the UK and EU. [Source: www.ons.gov.uk] 2015-08-03: The national unemployment rate in the United States was 5.3% in July 2015. [Source: unidosus.org]; The Latino unemployment rate in the United States was 6.9% in July 2015. [Source: unidosus.org]; In 2009-2011, the unemployment rate for Latinos in the United States was estimated at 12%, and at 18% in Michigan. [Source: jsri.msu.edu]; The unemployment rate in Chicago-Naperville-Elgin, IL-IN-WI (MSA) was 5.4% in July 2015. [Source: fred.stlouisfed.org];']"}
+{"batch_x": [5.800000190734863, 5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432], "batch_y": [4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5], "batch_x_timestamps_datetime64_ns": [1422748800000000000, 1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000], "batch_y_timestamps_datetime64_ns": [1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339]], "batch_text": "[\"Available facts are as follows: 2015-09-21: The unemployment rate in the United States has been declining, with the Latino unemployment rate at 6.7% in 2014, above the national average. [Source: aflcio.org]; In 2014, a preliminary total of 4,679 fatal work injuries were recorded in the United States, an increase of 2% over the revised count of 4,585 fatal injuries in 2013. [Source: www.bls.gov]; The employment rate of migrants in the OECD increased by 1.3 percentage points in 2011-14, faster than the rise for native-born workers. [Source: www.economist.com] 2015-09-14: The labor force in the United States was 167,982,000 as of September 15, 2015. [Source: dlr.sd.gov]; The unemployment rate in the New York Area by County was 4.6 percent as of July 2015. [Source: www.bls.gov]; The labor force participation rate declined to 62.4 percent in September 2015. [Source: www.bls.gov]; The unemployment rate in the United States was 5.1 percent as of September 2015. [Source: www.bls.gov]; The insured unemployment rate in the United States was 1.7 percent as of September 16, 2015. [Source: www.kff.org] 2015-09-07: West Virginia's unemployment rate is compared to the US unemployment rate, and labor force participation rate, average annual wage, job openings, and total nonfarm employment growth are also tracked. [Source: lmi.workforcewv.org]; In 2014, 113,000 workers in North Carolina earned the federal minimum wage or less, making up 5.1% of all hourly paid workers in the state. [Source: www.bls.gov]; In 2014, Kentucky's unemployment rate was 6.1%, with 85,000 workers earning the federal minimum wage or less, making up 4.5% of all hourly paid workers in the state. [Source: www.bls.gov]; As of 2015, Albania's unemployment rate was 17.3%. [Source: www.migrationpolicy.org]; The US unemployment rate peaked at 10% and then declined rapidly, with the United States being one of the first to recover. [Source: obamawhitehouse.archives.gov] 2015-08-31: The national unemployment rate in the United States is 5.1% as of August 2015. [Source: www.idahopress.com]; The state of South Carolina ranks 45th among U.S. states for unemployment as of July 2015, with one of the highest unemployment rates in the country. [Source: aflcio.org]; The U.S. Bureau of Labor Statistics publishes new numbers each month or quarter on unemployment, job growth, productivity, prices, pay, and benefits. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2015-09-21: The unemployment rate in the United States has been declining, with the Latino unemployment rate at 6.7% in 2014, above the national average. [Source: aflcio.org]; In 2014, a preliminary total of 4,679 fatal work injuries were recorded in the United States, an increase of 2% over the revised count of 4,585 fatal injuries in 2013. [Source: www.bls.gov]; The employment rate of migrants in the OECD increased by 1.3 percentage points in 2011-14, faster than the rise for native-born workers. [Source: www.economist.com] 2015-09-14: The labor force in the United States was 167,982,000 as of September 15, 2015. [Source: dlr.sd.gov]; The unemployment rate in the New York Area by County was 4.6 percent as of July 2015. [Source: www.bls.gov]; The labor force participation rate declined to 62.4 percent in September 2015. [Source: www.bls.gov]; The unemployment rate in the United States was 5.1 percent as of September 2015. [Source: www.bls.gov]; The insured unemployment rate in the United States was 1.7 percent as of September 16, 2015. [Source: www.kff.org] 2015-09-07: West Virginia's unemployment rate is compared to the US unemployment rate, and labor force participation rate, average annual wage, job openings, and total nonfarm employment growth are also tracked. [Source: lmi.workforcewv.org]; In 2014, 113,000 workers in North Carolina earned the federal minimum wage or less, making up 5.1% of all hourly paid workers in the state. [Source: www.bls.gov]; In 2014, Kentucky's unemployment rate was 6.1%, with 85,000 workers earning the federal minimum wage or less, making up 4.5% of all hourly paid workers in the state. [Source: www.bls.gov]; As of 2015, Albania's unemployment rate was 17.3%. [Source: www.migrationpolicy.org]; The US unemployment rate peaked at 10% and then declined rapidly, with the United States being one of the first to recover. [Source: obamawhitehouse.archives.gov] 2015-08-31: The national unemployment rate in the United States is 5.1% as of August 2015. [Source: www.idahopress.com]; The state of South Carolina ranks 45th among U.S. states for unemployment as of July 2015, with one of the highest unemployment rates in the country. [Source: aflcio.org]; The U.S. Bureau of Labor Statistics publishes new numbers each month or quarter on unemployment, job growth, productivity, prices, pay, and benefits. [Source: www.bls.gov];\"]"}
+{"batch_x": [5.599999904632568, 5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863], "batch_y": [4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568], "batch_x_timestamps_datetime64_ns": [1425168000000000000, 1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000], "batch_y_timestamps_datetime64_ns": [1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174]], "batch_text": "[\"Available facts are as follows: 2015-10-26: Washington's economy increased by 5,300 jobs in March, and the unemployment rate increased to 4.8 percent. [Source: esd.wa.gov] 2015-10-19: The unemployment rate data for states and counties in the United States is available from the Local Area Unemployment Statistics (LAUS) program. [Source: www.bls.gov]; The average federal income tax rate on U.S. pass-through business income is 19%, which is lower than the average rate on traditional corporations. [Source: www.nber.org] 2015-10-12: The unemployment rate in the main metropolitan areas of Brazil increased from 4.7% to 7.9% in the 12 months to October 2015. [Source]; The unemployment rate in South Gate, California was 7.8% in October 2015. [Source]; According to the U.S. Bureau of Labor Statistics, workers are most likely to be on the job between 8 a.m. and 5 p.m. [Source] 2015-10-05: The U.S. Bureau of Labor Statistics (BLS) measures unemployment through the Current Population Survey (CPS) and releases data on the unemployment rate, labor force participation rate, and employment-population ratio. [Source: www.bls.gov]; The BLS also provides data on metropolitan area employment and unemployment, including national and state & local unemployment rates. [Source: www.bls.gov]; The International Labour Organization (ILO) releases global employment trends, including youth unemployment rates. [Source: webapps.ilo.org]; The National Bureau of Economic Research (NBER) publishes research on unemployment rates, including a study on how official statistics understate Chinese unemployment rates. [Source: www.nber.org];\"\n \"Available facts are as follows: 2015-10-26: Washington's economy increased by 5,300 jobs in March, and the unemployment rate increased to 4.8 percent. [Source: esd.wa.gov] 2015-10-19: The unemployment rate data for states and counties in the United States is available from the Local Area Unemployment Statistics (LAUS) program. [Source: www.bls.gov]; The average federal income tax rate on U.S. pass-through business income is 19%, which is lower than the average rate on traditional corporations. [Source: www.nber.org] 2015-10-12: The unemployment rate in the main metropolitan areas of Brazil increased from 4.7% to 7.9% in the 12 months to October 2015. [Source]; The unemployment rate in South Gate, California was 7.8% in October 2015. [Source]; According to the U.S. Bureau of Labor Statistics, workers are most likely to be on the job between 8 a.m. and 5 p.m. [Source] 2015-10-05: The U.S. Bureau of Labor Statistics (BLS) measures unemployment through the Current Population Survey (CPS) and releases data on the unemployment rate, labor force participation rate, and employment-population ratio. [Source: www.bls.gov]; The BLS also provides data on metropolitan area employment and unemployment, including national and state & local unemployment rates. [Source: www.bls.gov]; The International Labour Organization (ILO) releases global employment trends, including youth unemployment rates. [Source: webapps.ilo.org]; The National Bureau of Economic Research (NBER) publishes research on unemployment rates, including a study on how official statistics understate Chinese unemployment rates. [Source: www.nber.org];\"]"}
+{"batch_x": [5.099999904632568, 5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863], "batch_y": [4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568], "batch_x_timestamps_datetime64_ns": [1427846400000000000, 1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000], "batch_y_timestamps_datetime64_ns": [1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484]], "batch_text": "['Available facts are as follows: 2015-11-23: The unemployment rate in the United States was 4.6% in 2006, and 3.6% in the Philadelphia Area by County in September 2015. [Source: www.bls.gov, www.bls.gov] 2015-11-16: The U.S. unemployment rate has been steadily decreasing, with rates ranging from 5.8% to 4.0% from 2015 to 2016 [Source: U.S. Bureau of Labor Statistics].; The U.S. Census Bureau reported on geographic mobility, stating that U.S. workers are not only moving west at a declining rate but also becoming less likely to move east, north, and south [Source: U.S. Census Bureau].; The Bureau of Labor Statistics reported on the national unemployment rate, state and local unemployment rates, and unemployment insurance benefits [Source: Bureau of Labor Statistics]. 2015-11-09: The unemployment rate in Butler County, Pennsylvania was 4.2% in September 2015, the lowest in the Pittsburgh Metropolitan Statistical Area. [Source: www.bls.gov]; The nationwide youth unemployment rate in the United States was 12.2% in July 2015, more than double the overall unemployment rate. [Source: tcf.org] 2015-11-02: The overall unemployment rate for the United States in 2014 was 6.2 percent. [Source: www.bls.gov]; In the Great Recession, 56 percent of the increase in unemployment was in the form of long-term unemployment. [Source: obamawhitehouse.archives.gov]; International students enrolled full time and in valid F-1 status can generally work on-campus for up to 20 hours per week during when classes are in session. [Source: www.fredonia.edu]; During the five years 1995 to 2000, the U.S. economy grew faster, maintained a lower unemployment rate, and generated less inflation than in the whole of the previous decade. [Source: www.jstor.org];'\n 'Available facts are as follows: 2015-11-23: The unemployment rate in the United States was 4.6% in 2006, and 3.6% in the Philadelphia Area by County in September 2015. [Source: www.bls.gov, www.bls.gov] 2015-11-16: The U.S. unemployment rate has been steadily decreasing, with rates ranging from 5.8% to 4.0% from 2015 to 2016 [Source: U.S. Bureau of Labor Statistics].; The U.S. Census Bureau reported on geographic mobility, stating that U.S. workers are not only moving west at a declining rate but also becoming less likely to move east, north, and south [Source: U.S. Census Bureau].; The Bureau of Labor Statistics reported on the national unemployment rate, state and local unemployment rates, and unemployment insurance benefits [Source: Bureau of Labor Statistics]. 2015-11-09: The unemployment rate in Butler County, Pennsylvania was 4.2% in September 2015, the lowest in the Pittsburgh Metropolitan Statistical Area. [Source: www.bls.gov]; The nationwide youth unemployment rate in the United States was 12.2% in July 2015, more than double the overall unemployment rate. [Source: tcf.org] 2015-11-02: The overall unemployment rate for the United States in 2014 was 6.2 percent. [Source: www.bls.gov]; In the Great Recession, 56 percent of the increase in unemployment was in the form of long-term unemployment. [Source: obamawhitehouse.archives.gov]; International students enrolled full time and in valid F-1 status can generally work on-campus for up to 20 hours per week during when classes are in session. [Source: www.fredonia.edu]; During the five years 1995 to 2000, the U.S. economy grew faster, maintained a lower unemployment rate, and generated less inflation than in the whole of the previous decade. [Source: www.jstor.org];']"}
+{"batch_x": [5.300000190734863, 5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863], "batch_y": [5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0], "batch_x_timestamps_datetime64_ns": [1430438400000000000, 1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000], "batch_y_timestamps_datetime64_ns": [1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174]], "batch_text": "['Available facts are as follows: 2015-12-21: In 2014, 162.8 million people worked or looked for work at some time, and 17.7 million experienced some unemployment during the year. [Source: www.bls.gov]; The seasonally adjusted unemployment rate for Arizona dropped from 6.7 percent to 5.9 percent from July 2014 to June 2015. [Source: des.az.gov]; The national unemployment rate in the US is down sharply from its peak, currently at 5 percent. [Source: www.prb.org] 2015-12-14: As of December 2015, the unemployment rate in the United States was around 5% [Source: obamawhitehouse.archives.gov]. The unemployment rate varied by race, with black unemployment significantly higher than white unemployment [Source: www.epi.org]. 2015-12-07: The U.S. economy added 211,000 jobs in November 2015, with an unemployment rate of 5.0% [Source: www.weforum.org]; The labor force is growing, but at a slower rate due to demographic factors such as aging and slower population growth [Source: www.bls.gov]; The U-3 unemployment rate may be overstating the strength of the labor market, with alternative measures showing a more nuanced picture [Source: www.cepr.net]; Wage growth has been minimal after the recession, with employment levels for long-term unemployed individuals remaining low [Source: www.bls.gov]; The unemployment rate varies by income tier, with lower-income individuals experiencing higher unemployment rates [Source: www.statista.com] 2015-11-30: The unemployment rate in the United States was 5.0% in October 2015, down from 5.1% in September 2015 and from 5.7% in October 2014. [Source: ec.europa.eu]; The Canadian unemployment rate has been higher than the U.S. rate throughout most of the previous three decades. [Source: www150.statcan.gc.ca]; The rural unemployment rate in the United States is higher than the national average. [Source: www.ruralhealthinfo.org];'\n 'Available facts are as follows: 2015-12-21: In 2014, 162.8 million people worked or looked for work at some time, and 17.7 million experienced some unemployment during the year. [Source: www.bls.gov]; The seasonally adjusted unemployment rate for Arizona dropped from 6.7 percent to 5.9 percent from July 2014 to June 2015. [Source: des.az.gov]; The national unemployment rate in the US is down sharply from its peak, currently at 5 percent. [Source: www.prb.org] 2015-12-14: As of December 2015, the unemployment rate in the United States was around 5% [Source: obamawhitehouse.archives.gov]. The unemployment rate varied by race, with black unemployment significantly higher than white unemployment [Source: www.epi.org]. 2015-12-07: The U.S. economy added 211,000 jobs in November 2015, with an unemployment rate of 5.0% [Source: www.weforum.org]; The labor force is growing, but at a slower rate due to demographic factors such as aging and slower population growth [Source: www.bls.gov]; The U-3 unemployment rate may be overstating the strength of the labor market, with alternative measures showing a more nuanced picture [Source: www.cepr.net]; Wage growth has been minimal after the recession, with employment levels for long-term unemployed individuals remaining low [Source: www.bls.gov]; The unemployment rate varies by income tier, with lower-income individuals experiencing higher unemployment rates [Source: www.statista.com] 2015-11-30: The unemployment rate in the United States was 5.0% in October 2015, down from 5.1% in September 2015 and from 5.7% in October 2014. [Source: ec.europa.eu]; The Canadian unemployment rate has been higher than the U.S. rate throughout most of the previous three decades. [Source: www150.statcan.gc.ca]; The rural unemployment rate in the United States is higher than the national average. [Source: www.ruralhealthinfo.org];']"}
+{"batch_x": [5.5, 5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863], "batch_y": [5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863], "batch_x_timestamps_datetime64_ns": [1433116800000000000, 1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000], "batch_y_timestamps_datetime64_ns": [1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339]], "batch_text": "[\"Available facts are as follows: 2016-01-25: The unemployment rate in the United States has averaged around 9% since 1990, remaining well above rates seen in Germany, the UK, and other countries. [Source: www.imf.org]; The African-American unemployment rate has been consistently higher than the national average. [Source: obamawhitehouse.archives.gov]; As of 2016, the long-term unemployment rate in the OECD area was high, with more than 1 in 3 of the unemployed being long-term unemployed. [Source: www.oecd.org] 2016-01-18: New Hampshire's unemployment rate stands at 3.1%, the lowest among New England states. [Source: www.urban.org] 2016-01-11: As of January 2016, over 30 states in the US made changes to their unemployment insurance reforms, extending eligibility to workers who left their jobs for certain reasons. [Source: obamawhitehouse.archives.gov]; The average hires rate for the US (total nonfarm industries) was reported by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The National Science Board published the Science and Engineering Indicators 2016, providing quantitative information on the US and international science and engineering landscape. [Source: www.nsf.gov]; The US Bureau of Labor Statistics reported on state and local unemployment rates, as well as the impact of outlawing pay secrecy on the gender wage gap. [Source: www.bls.gov]; Oregon had one of the highest state minimum wages in the US, with persistently high unemployment rates. [Source: olis.oregonlegislature.gov]; The unemployment rate in Connecticut was reported, along with the average unemployment rate in neighboring states. [Source: ctvoices.org]; The Unemployment Rate in Cook County, MN was reported by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org] 2016-01-04: In December 2015, the unemployment rate in the US was unchanged at 5.0 percent, with total nonfarm payroll employment rising by 292,000. [Source: www.bls.gov]; The Payment Integrity Information Act (PIIA) of 2019 requires programs to report an annual improper payment rate below 10 percent for unemployment insurance. [Source: www.dol.gov];\"\n \"Available facts are as follows: 2016-01-25: The unemployment rate in the United States has averaged around 9% since 1990, remaining well above rates seen in Germany, the UK, and other countries. [Source: www.imf.org]; The African-American unemployment rate has been consistently higher than the national average. [Source: obamawhitehouse.archives.gov]; As of 2016, the long-term unemployment rate in the OECD area was high, with more than 1 in 3 of the unemployed being long-term unemployed. [Source: www.oecd.org] 2016-01-18: New Hampshire's unemployment rate stands at 3.1%, the lowest among New England states. [Source: www.urban.org] 2016-01-11: As of January 2016, over 30 states in the US made changes to their unemployment insurance reforms, extending eligibility to workers who left their jobs for certain reasons. [Source: obamawhitehouse.archives.gov]; The average hires rate for the US (total nonfarm industries) was reported by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The National Science Board published the Science and Engineering Indicators 2016, providing quantitative information on the US and international science and engineering landscape. [Source: www.nsf.gov]; The US Bureau of Labor Statistics reported on state and local unemployment rates, as well as the impact of outlawing pay secrecy on the gender wage gap. [Source: www.bls.gov]; Oregon had one of the highest state minimum wages in the US, with persistently high unemployment rates. [Source: olis.oregonlegislature.gov]; The unemployment rate in Connecticut was reported, along with the average unemployment rate in neighboring states. [Source: ctvoices.org]; The Unemployment Rate in Cook County, MN was reported by the U.S. Bureau of Labor Statistics. [Source: fred.stlouisfed.org] 2016-01-04: In December 2015, the unemployment rate in the US was unchanged at 5.0 percent, with total nonfarm payroll employment rising by 292,000. [Source: www.bls.gov]; The Payment Integrity Information Act (PIIA) of 2019 requires programs to report an annual improper payment rate below 10 percent for unemployment insurance. [Source: www.dol.gov];\"]"}
+{"batch_x": [5.599999904632568, 5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137], "batch_y": [5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137], "batch_x_timestamps_datetime64_ns": [1435708800000000000, 1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000], "batch_y_timestamps_datetime64_ns": [1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114]], "batch_text": "[\"Available facts are as follows: 2016-02-22: The national unemployment rate in the US averaged 5.3% in 2015. [Source: www.bls.gov]; By the beginning of 2016, the US economy had completed the best two years of job growth since the 1990s and the fastest two-year drop in the unemployment rate. [Source: obamawhitehouse.archives.gov]; Employment-population ratios increased in 35 states and the District of Columbia and decreased in 15 states in 2015. [Source: www.bls.gov]; The U-6 unemployment rate, which includes underemployed and marginally attached workers, does not accurately represent the reality of joblessness in America. [Source: news.gallup.com] 2016-02-15: The official concept of unemployment is measured in the U.S. Bureau of Labor Statistics' monthly Employment Situation news release. [Source]; The United States unemployment rate in February was 4.9 percent, unchanged from the previous month, and 0.6 percentage points lower than in February 2015. [Source]; The unemployment rate for the Genesee-Finger Lakes Region as of November 2015 was 4.6%, in line with the New York State unemployment rate of 4.7%. [Source]; North Dakota has one of the lowest unemployment rates in the US. [Source] 2016-02-08: The national unemployment rate in the United States was 5.0 percent in December 2015, down 0.1 percentage point since the end of the third quarter in September 2015. [Source: www.epi.org] 2016-02-01: The annual unemployment rate in 1915 was 9.7 percent. [Source: www.bls.gov]; In 2016, the unemployment rate dropped below 5 percent for the first time in almost 8 years. [Source: obamawhitehouse.archives.gov]; The unemployment rate for African Americans had fallen below its pre-recession average in 2016. [Source: obamawhitehouse.archives.gov]; In January 2016, the U.S. economy added 151,000 jobs, and the unemployment rate fell to 4.9%, the lowest in 8 years. [Source: money.cnn.com];\"\n \"Available facts are as follows: 2016-02-22: The national unemployment rate in the US averaged 5.3% in 2015. [Source: www.bls.gov]; By the beginning of 2016, the US economy had completed the best two years of job growth since the 1990s and the fastest two-year drop in the unemployment rate. [Source: obamawhitehouse.archives.gov]; Employment-population ratios increased in 35 states and the District of Columbia and decreased in 15 states in 2015. [Source: www.bls.gov]; The U-6 unemployment rate, which includes underemployed and marginally attached workers, does not accurately represent the reality of joblessness in America. [Source: news.gallup.com] 2016-02-15: The official concept of unemployment is measured in the U.S. Bureau of Labor Statistics' monthly Employment Situation news release. [Source]; The United States unemployment rate in February was 4.9 percent, unchanged from the previous month, and 0.6 percentage points lower than in February 2015. [Source]; The unemployment rate for the Genesee-Finger Lakes Region as of November 2015 was 4.6%, in line with the New York State unemployment rate of 4.7%. [Source]; North Dakota has one of the lowest unemployment rates in the US. [Source] 2016-02-08: The national unemployment rate in the United States was 5.0 percent in December 2015, down 0.1 percentage point since the end of the third quarter in September 2015. [Source: www.epi.org] 2016-02-01: The annual unemployment rate in 1915 was 9.7 percent. [Source: www.bls.gov]; In 2016, the unemployment rate dropped below 5 percent for the first time in almost 8 years. [Source: obamawhitehouse.archives.gov]; The unemployment rate for African Americans had fallen below its pre-recession average in 2016. [Source: obamawhitehouse.archives.gov]; In January 2016, the U.S. economy added 151,000 jobs, and the unemployment rate fell to 4.9%, the lowest in 8 years. [Source: money.cnn.com];\"]"}
+{"batch_x": [5.199999809265137, 4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568], "batch_y": [4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432], "batch_x_timestamps_datetime64_ns": [1438387200000000000, 1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000], "batch_y_timestamps_datetime64_ns": [1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736]], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2016-03-21: The unemployment rate in the states that comprise HUD region 8, including Colorado, Wyoming, Utah, Montana, and the Dakotas, have been consistently lower than the national average. [Source: www.huduser.gov]; The unemployment rate in the United States was 5% in a given scenario. [Source: mi01000971.schoolwires.net]; The pace of the decline in the unemployment rate was discussed in Chapter 2 of the 2016 Economic Report of the United States. [Source: obamawhitehouse.archives.gov] 2016-03-14: The U.S. Bureau of Labor Statistics (BLS) reports that earnings increase and unemployment decreases as educational attainment rises. [Source: www.bls.gov]; In 1990-1992, life expectancy was 4.7 years shorter in high unemployment than in low unemployment areas, and this disparity persisted over time. [Source: pubmed.ncbi.nlm.nih.gov]; The poverty rate in the United States varied with the unemployment rate, and stood at 19.0 percent in 1964, decreasing by 4.2 percentage points. [Source: aspe.hhs.gov]; The unemployment rate fell to half its 2010 peak in 2015, with nominal wages growing at the fastest rate. [Source: cepr.org] 2016-03-07: NA. 2016-02-29: In 2015, the unemployment rate for the United States averaged 5.3 percent, while the rate for African Americans was 9.6 percent. [Source: www.bls.gov]; Rhode Island's unemployment rate peaked at 11.3 percent in August 2009, and payroll fell 8 percent, the largest decline among the New England states. [Source: www.bostonfed.org]; In 2014, the unemployment rate among youths in New Mexico was 15.2%, higher than the national average. [Source: bber.unm.edu];\"\n \"Available facts are as follows: 2016-03-21: The unemployment rate in the states that comprise HUD region 8, including Colorado, Wyoming, Utah, Montana, and the Dakotas, have been consistently lower than the national average. [Source: www.huduser.gov]; The unemployment rate in the United States was 5% in a given scenario. [Source: mi01000971.schoolwires.net]; The pace of the decline in the unemployment rate was discussed in Chapter 2 of the 2016 Economic Report of the United States. [Source: obamawhitehouse.archives.gov] 2016-03-14: The U.S. Bureau of Labor Statistics (BLS) reports that earnings increase and unemployment decreases as educational attainment rises. [Source: www.bls.gov]; In 1990-1992, life expectancy was 4.7 years shorter in high unemployment than in low unemployment areas, and this disparity persisted over time. [Source: pubmed.ncbi.nlm.nih.gov]; The poverty rate in the United States varied with the unemployment rate, and stood at 19.0 percent in 1964, decreasing by 4.2 percentage points. [Source: aspe.hhs.gov]; The unemployment rate fell to half its 2010 peak in 2015, with nominal wages growing at the fastest rate. [Source: cepr.org] 2016-03-07: NA. 2016-02-29: In 2015, the unemployment rate for the United States averaged 5.3 percent, while the rate for African Americans was 9.6 percent. [Source: www.bls.gov]; Rhode Island's unemployment rate peaked at 11.3 percent in August 2009, and payroll fell 8 percent, the largest decline among the New England states. [Source: www.bostonfed.org]; In 2014, the unemployment rate among youths in New Mexico was 15.2%, higher than the national average. [Source: bber.unm.edu];\"]"}
+{"batch_x": [4.900000095367432, 4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137], "batch_y": [4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5], "batch_x_timestamps_datetime64_ns": [1441065600000000000, 1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000], "batch_y_timestamps_datetime64_ns": [1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975]], "batch_text": "[\"Available facts are as follows: 2016-04-25: The unemployment rate in the US neared prerecession levels by the end of 2015. [Source: www.bls.gov]; The Euro area unemployment rate was 10.2% in March 2016, with the lowest rates recorded in the Czech Republic (4.1%) and Germany (4.2%). [Source: ec.europa.eu]; The US Bureau of Labor Statistics (BLS) collects data on new businesses and job creation. [Source: www.bls.gov]; The young worker unemployment rate in New York City peaked at 8 percentage points higher than the national average. [Source: comptroller.nyc.gov] 2016-04-18: The unemployment rate in the United States rose significantly during and after the Great Recession. [Source: www.weforum.org]; As of May 2016, the unemployment rate in a specific MSA (Metropolitan Statistical Area) in the United States was 3.8 percent. [Source: occ.gov]; The labor force participation rate of men aged 65+ in the United States has been declining. [Source: ourworldindata.org] 2016-04-11: Nineteen states in the US had statistically significant unemployment rate decreases from April 2015 to April 2016, with the largest declines in Arkansas and Tennessee. [Source: www.bls.gov]; The comparable, unadjusted annual state unemployment rate in Kentucky decreased by 0.2 percentage points from 2019 to 2020. [Source: kystats.ky.gov] 2016-04-04: As of April 2016, the uninsured rate among U.S. adults averaged 11.0%, down from 11.9% in the fourth quarter of 2015. [Source: news.gallup.com]; The U.S. Bureau of Labor Statistics provides comprehensive data on employment and unemployment rates, persons not in the labor force, and other labor market indicators. [Source: www.dol.gov]; The Workers' Compensation (WC) program provides cash benefits for workers with less severe injuries or illnesses. [Source: www.ncbi.nlm.nih.gov];\"\n \"Available facts are as follows: 2016-04-25: The unemployment rate in the US neared prerecession levels by the end of 2015. [Source: www.bls.gov]; The Euro area unemployment rate was 10.2% in March 2016, with the lowest rates recorded in the Czech Republic (4.1%) and Germany (4.2%). [Source: ec.europa.eu]; The US Bureau of Labor Statistics (BLS) collects data on new businesses and job creation. [Source: www.bls.gov]; The young worker unemployment rate in New York City peaked at 8 percentage points higher than the national average. [Source: comptroller.nyc.gov] 2016-04-18: The unemployment rate in the United States rose significantly during and after the Great Recession. [Source: www.weforum.org]; As of May 2016, the unemployment rate in a specific MSA (Metropolitan Statistical Area) in the United States was 3.8 percent. [Source: occ.gov]; The labor force participation rate of men aged 65+ in the United States has been declining. [Source: ourworldindata.org] 2016-04-11: Nineteen states in the US had statistically significant unemployment rate decreases from April 2015 to April 2016, with the largest declines in Arkansas and Tennessee. [Source: www.bls.gov]; The comparable, unadjusted annual state unemployment rate in Kentucky decreased by 0.2 percentage points from 2019 to 2020. [Source: kystats.ky.gov] 2016-04-04: As of April 2016, the uninsured rate among U.S. adults averaged 11.0%, down from 11.9% in the fourth quarter of 2015. [Source: news.gallup.com]; The U.S. Bureau of Labor Statistics provides comprehensive data on employment and unemployment rates, persons not in the labor force, and other labor market indicators. [Source: www.dol.gov]; The Workers' Compensation (WC) program provides cash benefits for workers with less severe injuries or illnesses. [Source: www.ncbi.nlm.nih.gov];\"]"}
+{"batch_x": [4.800000190734863, 4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5], "batch_y": [5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568], "batch_x_timestamps_datetime64_ns": [1443657600000000000, 1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000], "batch_y_timestamps_datetime64_ns": [1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-0.5, 0.5, -0.5, -0.5]], "batch_text": "[\"Available facts are as follows: 2016-05-23: The unemployment rate for youth aged 16-19 in the United States is higher compared to those aged 20-24 and 25 and over. [Source: Bureau of Labor Statistics, Current Population Survey] 2016-05-16: The unemployment rate in the Pittsburgh area was 5.3 and 5.4 percent in March 2016, respectively, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for foreign-born persons in the United States was 4.9 percent in 2015, down from 5.6 percent in 2014, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate in the United States has been declining since the Great Recession ended in mid-2009. [Source: www.stlouisfed.org] 2016-05-09: The unemployment rate in the United States remains a concern, with 16% of men between 18 and 34 being jobless or incarcerated in 2014, up from 11% in 1980. [Source: www.cbo.gov]; The share of adults living in middle-income households fell in 203 of the 229 U.S. metropolitan areas examined from 2000 to 2014. [Source: www.pewresearch.org]; Food insecurity is a related issue, with factors such as low income, unemployment, disabilities, physical and mental health, and household composition contributing to it. [Source: www.ers.usda.gov] 2016-05-02: In 2016, unemployment in Latin America and the Caribbean is expected to increase sharply. [Source: www.imf.org]; As of April 2016, the overall U.S. unemployment rate stood at 5.0%. [Source: obamawhitehouse.archives.gov]; The Philadelphia Area's unemployment rate was 3.8% in March 2016. [Source: www.bls.gov]; Two-thirds of U.S. states have seen their unemployment rates fall below their pre-recession averages. [Source: obamawhitehouse.archives.gov];\"\n \"Available facts are as follows: 2016-05-23: The unemployment rate for youth aged 16-19 in the United States is higher compared to those aged 20-24 and 25 and over. [Source: Bureau of Labor Statistics, Current Population Survey] 2016-05-16: The unemployment rate in the Pittsburgh area was 5.3 and 5.4 percent in March 2016, respectively, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for foreign-born persons in the United States was 4.9 percent in 2015, down from 5.6 percent in 2014, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate in the United States has been declining since the Great Recession ended in mid-2009. [Source: www.stlouisfed.org] 2016-05-09: The unemployment rate in the United States remains a concern, with 16% of men between 18 and 34 being jobless or incarcerated in 2014, up from 11% in 1980. [Source: www.cbo.gov]; The share of adults living in middle-income households fell in 203 of the 229 U.S. metropolitan areas examined from 2000 to 2014. [Source: www.pewresearch.org]; Food insecurity is a related issue, with factors such as low income, unemployment, disabilities, physical and mental health, and household composition contributing to it. [Source: www.ers.usda.gov] 2016-05-02: In 2016, unemployment in Latin America and the Caribbean is expected to increase sharply. [Source: www.imf.org]; As of April 2016, the overall U.S. unemployment rate stood at 5.0%. [Source: obamawhitehouse.archives.gov]; The Philadelphia Area's unemployment rate was 3.8% in March 2016. [Source: www.bls.gov]; Two-thirds of U.S. states have seen their unemployment rates fall below their pre-recession averages. [Source: obamawhitehouse.archives.gov];\"]"}
+{"batch_x": [4.800000190734863, 4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568], "batch_y": [5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432], "batch_x_timestamps_datetime64_ns": [1446336000000000000, 1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000], "batch_y_timestamps_datetime64_ns": [1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-0.5, 0.5, -0.5, -0.5], [-0.5, -0.1666666716337204, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2016-06-20: The unemployment rate in the United States has historically been lower than in other countries, and the male labor force participation rate has been declining. [Source: obamawhitehouse.archives.gov]; In 2015, 17.5% of people with a disability were employed. [Source: www.bls.gov]; The youth unemployment rate in the United States has been tracked since 1991. [Source: fred.stlouisfed.org] 2016-06-13: The US unemployment rate rose from 5 percent in December 2007 to 9.5 percent in [Source: pubs.aeaweb.org]; Total US employment saw a seasonally adjusted increase of only 67,000, while the number of unemployed increased by 347,000 [Source: centerforjobs.org]; The seasonally adjusted unemployment rate increased in June 2016 [Source: centerforjobs.org]; The unemployment rate in the Seattle Area by County ranged from 4.3 percent to 4.7 percent in June 2016 [Source: www.bls.gov] 2016-06-06: The average annual unemployment rate for all workers in the United States in 2014 was 6.2 percent. [Source: www.epi.org]; African American unemployment rates are typically higher than those of non-Latino whites. [Source: www.apa.org]; In 2015, the unemployment rate in Louisiana increased from 5.5 percent to 6.2 percent. [Source: www.kff.org]; In 2015, 4.7 percent of all women paid hourly rates in Kentucky were minimum wage workers. [Source: www.bls.gov]; The U.S. Latino unemployment rate is declining, but remains above its 2006 low. [Source: www.pewresearch.org] 2016-05-30: The unemployment rate in the United States fell to 4.7% in May 2016, with 14.5 million jobs added over 75 straight months of private-sector job growth. [Source: obamawhitehouse.archives.gov]; In 2015, Virginia's unemployment rate was lower than the national average. [Source: www.bls.gov]; The national unemployment rate is used as a benchmark for H-2B temporary foreign workers in the United States. [Source: www.epi.org]; The unemployment rate in Portage County, OH was tracked by the U.S. Bureau of Labor Statistics in June 2016. [Source: fred.stlouisfed.org];\"\n \"Available facts are as follows: 2016-06-20: The unemployment rate in the United States has historically been lower than in other countries, and the male labor force participation rate has been declining. [Source: obamawhitehouse.archives.gov]; In 2015, 17.5% of people with a disability were employed. [Source: www.bls.gov]; The youth unemployment rate in the United States has been tracked since 1991. [Source: fred.stlouisfed.org] 2016-06-13: The US unemployment rate rose from 5 percent in December 2007 to 9.5 percent in [Source: pubs.aeaweb.org]; Total US employment saw a seasonally adjusted increase of only 67,000, while the number of unemployed increased by 347,000 [Source: centerforjobs.org]; The seasonally adjusted unemployment rate increased in June 2016 [Source: centerforjobs.org]; The unemployment rate in the Seattle Area by County ranged from 4.3 percent to 4.7 percent in June 2016 [Source: www.bls.gov] 2016-06-06: The average annual unemployment rate for all workers in the United States in 2014 was 6.2 percent. [Source: www.epi.org]; African American unemployment rates are typically higher than those of non-Latino whites. [Source: www.apa.org]; In 2015, the unemployment rate in Louisiana increased from 5.5 percent to 6.2 percent. [Source: www.kff.org]; In 2015, 4.7 percent of all women paid hourly rates in Kentucky were minimum wage workers. [Source: www.bls.gov]; The U.S. Latino unemployment rate is declining, but remains above its 2006 low. [Source: www.pewresearch.org] 2016-05-30: The unemployment rate in the United States fell to 4.7% in May 2016, with 14.5 million jobs added over 75 straight months of private-sector job growth. [Source: obamawhitehouse.archives.gov]; In 2015, Virginia's unemployment rate was lower than the national average. [Source: www.bls.gov]; The national unemployment rate is used as a benchmark for H-2B temporary foreign workers in the United States. [Source: www.epi.org]; The unemployment rate in Portage County, OH was tracked by the U.S. Bureau of Labor Statistics in June 2016. [Source: fred.stlouisfed.org];\"]"}
+{"batch_x": [4.800000190734863, 5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568], "batch_y": [5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568], "batch_x_timestamps_datetime64_ns": [1448928000000000000, 1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000], "batch_y_timestamps_datetime64_ns": [1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000], "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, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-07-25: The unemployment rate in the United States was 4.9% in June 2016, up from 4.7% in May 2016 and down from 5.3% in June 2015. [Source: ec.europa.eu]; Long-term unemployment of men in the United States during their early and mid-careers is a significant issue, with over 22% in the sample experiencing at least one such episode. [Source: www.bls.gov]; The EU27 accounts for around 14% of the world's trade in goods, with the EU, China, and the United States being the three largest global traders. [Source: european-union.europa.eu] 2016-07-18: The U.S. economy has achieved full employment, traditionally defined as below 5% unemployment rate, according to the Bureau of Labor Statistics. [Source]; The unemployment rate tends to be inversely related to real GDP growth, meaning as an economy grows, the percentage of its total labor force that is unemployed decreases. [Source]; Core PCE inflation could reach as high as 2.4 percent by 2018 if the dollar were to depreciate and the unemployment rate goes well below the natural rate. [Source]; Debt growth in the household sector has remained modest and continues to be concentrated among borrowers with strong credit histories. [Source] 2016-07-11: The United States is in its seventh consecutive year of expansion, with the unemployment rate falling to a certain level. [Source: www.imf.org] 2016-07-04: The unemployment rate in the United States rose to 4.9 percent in June 2016, with total nonfarm payroll employment increasing by 287,000. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2016-07-25: The unemployment rate in the United States was 4.9% in June 2016, up from 4.7% in May 2016 and down from 5.3% in June 2015. [Source: ec.europa.eu]; Long-term unemployment of men in the United States during their early and mid-careers is a significant issue, with over 22% in the sample experiencing at least one such episode. [Source: www.bls.gov]; The EU27 accounts for around 14% of the world's trade in goods, with the EU, China, and the United States being the three largest global traders. [Source: european-union.europa.eu] 2016-07-18: The U.S. economy has achieved full employment, traditionally defined as below 5% unemployment rate, according to the Bureau of Labor Statistics. [Source]; The unemployment rate tends to be inversely related to real GDP growth, meaning as an economy grows, the percentage of its total labor force that is unemployed decreases. [Source]; Core PCE inflation could reach as high as 2.4 percent by 2018 if the dollar were to depreciate and the unemployment rate goes well below the natural rate. [Source]; Debt growth in the household sector has remained modest and continues to be concentrated among borrowers with strong credit histories. [Source] 2016-07-11: The United States is in its seventh consecutive year of expansion, with the unemployment rate falling to a certain level. [Source: www.imf.org] 2016-07-04: The unemployment rate in the United States rose to 4.9 percent in June 2016, with total nonfarm payroll employment increasing by 287,000. [Source: www.bls.gov];\"]"}
+{"batch_x": [5.300000190734863, 5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0], "batch_y": [4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568], "batch_x_timestamps_datetime64_ns": [1451606400000000000, 1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000], "batch_y_timestamps_datetime64_ns": [1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-08-22: The insured unemployment rate is the percentage derived by dividing the average weekly number of individuals filing claims for regular compensation in a State. [Source: www.ecfr.gov]; Global youth unemployment is on the rise again, with wide disparities between young women and men in the labour market. [Source: www.ilo.org]; The recession produced a broad-based uptick in the unemployment and poverty rates among single mother households. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate had been below 4 percent for five straight years in the 1990s. [Source: www.epi.org]; The long-run Phillips Curve model shows the relationship between inflation and unemployment. [Source: secure-media.collegeboard.org]; The Federal Reserve uses baseline values of the equilibrium real rate, the natural rate of unemployment, and the target rate of inflation in simulation analysis. [Source: www.federalreserve.gov] 2016-08-15: The unemployment rate in the Seattle area by county in June 2016 was 4.3% for the Combined Statistical Area, 4.7% for Snohomish County, and 6.5% for Somerset County, Md. [Source: www.bls.gov]; The official poverty rate in the United States is 11.6%, with an estimated 37.9 million Americans living in poverty in 2021. [Source: poverty.ucdavis.edu]; Provo, Utah, and Omaha, Nebraska, had the lowest unemployment rates among 107 metropolitan areas surveyed by CNBC in 2016. [Source: www.cnbc.com]; In 2019, James City County had an unemployment rate of 2.7%, compared to 2.8% for Virginia and 3.7% for the United States. [Source: jamescitycountyva.gov] 2016-08-08: The current unemployment rate in the United States is 4.9%, which meets the usual definition of “full employment.” [Source: www.forbes.com]; Youth unemployment rate in Latin America and the Caribbean is the highest in the region. [Source: www.ilo.org]; Male suicides correlated with high unemployment rate in the frame of high growth rate in the USA. [Source: www.ncbi.nlm.nih.gov] 2016-08-01: As of August 2016, U.S. businesses have added 15.0 million jobs since private-sector job growth turned positive in early 2010, and the longest streak of total job growth on record has continued. [Source: obamawhitehouse.archives.gov]; The Bureau of Labor Statistics (BLS) is a Federal government agency that publishes employment data, including the unemployment rate and job growth. [Source: www.bls.gov];'\n 'Available facts are as follows: 2016-08-22: The insured unemployment rate is the percentage derived by dividing the average weekly number of individuals filing claims for regular compensation in a State. [Source: www.ecfr.gov]; Global youth unemployment is on the rise again, with wide disparities between young women and men in the labour market. [Source: www.ilo.org]; The recession produced a broad-based uptick in the unemployment and poverty rates among single mother households. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate had been below 4 percent for five straight years in the 1990s. [Source: www.epi.org]; The long-run Phillips Curve model shows the relationship between inflation and unemployment. [Source: secure-media.collegeboard.org]; The Federal Reserve uses baseline values of the equilibrium real rate, the natural rate of unemployment, and the target rate of inflation in simulation analysis. [Source: www.federalreserve.gov] 2016-08-15: The unemployment rate in the Seattle area by county in June 2016 was 4.3% for the Combined Statistical Area, 4.7% for Snohomish County, and 6.5% for Somerset County, Md. [Source: www.bls.gov]; The official poverty rate in the United States is 11.6%, with an estimated 37.9 million Americans living in poverty in 2021. [Source: poverty.ucdavis.edu]; Provo, Utah, and Omaha, Nebraska, had the lowest unemployment rates among 107 metropolitan areas surveyed by CNBC in 2016. [Source: www.cnbc.com]; In 2019, James City County had an unemployment rate of 2.7%, compared to 2.8% for Virginia and 3.7% for the United States. [Source: jamescitycountyva.gov] 2016-08-08: The current unemployment rate in the United States is 4.9%, which meets the usual definition of “full employment.” [Source: www.forbes.com]; Youth unemployment rate in Latin America and the Caribbean is the highest in the region. [Source: www.ilo.org]; Male suicides correlated with high unemployment rate in the frame of high growth rate in the USA. [Source: www.ncbi.nlm.nih.gov] 2016-08-01: As of August 2016, U.S. businesses have added 15.0 million jobs since private-sector job growth turned positive in early 2010, and the longest streak of total job growth on record has continued. [Source: obamawhitehouse.archives.gov]; The Bureau of Labor Statistics (BLS) is a Federal government agency that publishes employment data, including the unemployment rate and job growth. [Source: www.bls.gov];']"}
+{"batch_x": [5.199999809265137, 5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863], "batch_y": [4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568], "batch_x_timestamps_datetime64_ns": [1454284800000000000, 1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000], "batch_y_timestamps_datetime64_ns": [1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.41506850719451904], [-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-09-19: The unemployment rate in the United States has been below 5 percent for some time, and job growth is steady. [Source: www.imf.org] 2016-09-12: In 2015, the overall unemployment rate for the United States was 5.3 percent, varying across race and ethnicity groups. [Source: www.bls.gov] 2016-09-05: The unemployment rate in the New York-Newark-Jersey City, N.Y.-N.J.-Pa. Metropolitan Statistical Area was 4.0 percent in July 2016. [Source: www.bls.gov]; The state's overall unemployment rate in Texas remains one of the lowest in the nation at 3.2%. [Source: www.fhfaoig.gov]; U.S. unemployment declined 1.6 percentage points from 2014 to 2015. [Source: poverty.ucdavis.edu] 2016-08-29: The economy added 151,000 jobs in August 2016, and the unemployment rate held steady at 4.9 percent. [Source: obamawhitehouse.archives.gov]; The rural unemployment rate dropped below 6 percent for the first time since 2007. [Source: medium.com]; The overall unemployment rates have fallen both in California and nationally in recent years. [Source: scdd.ca.gov];\"\n \"Available facts are as follows: 2016-09-19: The unemployment rate in the United States has been below 5 percent for some time, and job growth is steady. [Source: www.imf.org] 2016-09-12: In 2015, the overall unemployment rate for the United States was 5.3 percent, varying across race and ethnicity groups. [Source: www.bls.gov] 2016-09-05: The unemployment rate in the New York-Newark-Jersey City, N.Y.-N.J.-Pa. Metropolitan Statistical Area was 4.0 percent in July 2016. [Source: www.bls.gov]; The state's overall unemployment rate in Texas remains one of the lowest in the nation at 3.2%. [Source: www.fhfaoig.gov]; U.S. unemployment declined 1.6 percentage points from 2014 to 2015. [Source: poverty.ucdavis.edu] 2016-08-29: The economy added 151,000 jobs in August 2016, and the unemployment rate held steady at 4.9 percent. [Source: obamawhitehouse.archives.gov]; The rural unemployment rate dropped below 6 percent for the first time since 2007. [Source: medium.com]; The overall unemployment rates have fallen both in California and nationally in recent years. [Source: scdd.ca.gov];\"]"}
+{"batch_x": [5.099999904632568, 4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137], "batch_y": [4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5], "batch_x_timestamps_datetime64_ns": [1456790400000000000, 1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000], "batch_y_timestamps_datetime64_ns": [1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, -0.33561643958091736], [-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-10-24: The national unemployment rate is mentioned in several sources, indicating its relevance to the current economic situation. [Source: bls.gov, everycrsreport.com, frbsf.org] 2016-10-17: The official unemployment rate, also known as the U-3 measure, is the most widely used indicator of labor market conditions in the United States. [Source: www.dws.state.nm.us] 2016-10-10: The unemployment rate in the United States has been decreasing, with 54 of Ohio's 88 counties having unemployment rates above the national average. [Source: lsc.ohio.gov]; The African-American unemployment rate has seen a larger percentage decrease since 2010. [Source: obamawhitehouse.archives.gov]; The poverty rate decreased in 23 states in 2015, with unemployment rates decreasing and median household income increasing in each of those states. [Source: www.census.gov]; The unemployment rate in Latin America and the Caribbean is expected to rise by 0.3 percentage points in 2017. [Source: webapps.ilo.org] 2016-10-03: The unemployment rate in the United States was 5.3% in 2016 [Source: obamawhitehouse.archives.gov]. The Bureau of Labor Statistics (BLS) is a key source of economic and labor force statistics in the United States [Source: www.bls.gov].;\"\n \"Available facts are as follows: 2016-10-24: The national unemployment rate is mentioned in several sources, indicating its relevance to the current economic situation. [Source: bls.gov, everycrsreport.com, frbsf.org] 2016-10-17: The official unemployment rate, also known as the U-3 measure, is the most widely used indicator of labor market conditions in the United States. [Source: www.dws.state.nm.us] 2016-10-10: The unemployment rate in the United States has been decreasing, with 54 of Ohio's 88 counties having unemployment rates above the national average. [Source: lsc.ohio.gov]; The African-American unemployment rate has seen a larger percentage decrease since 2010. [Source: obamawhitehouse.archives.gov]; The poverty rate decreased in 23 states in 2015, with unemployment rates decreasing and median household income increasing in each of those states. [Source: www.census.gov]; The unemployment rate in Latin America and the Caribbean is expected to rise by 0.3 percentage points in 2017. [Source: webapps.ilo.org] 2016-10-03: The unemployment rate in the United States was 5.3% in 2016 [Source: obamawhitehouse.archives.gov]. The Bureau of Labor Statistics (BLS) is a key source of economic and labor force statistics in the United States [Source: www.bls.gov].;\"]"}
+{"batch_x": [4.699999809265137, 4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432], "batch_y": [4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568], "batch_x_timestamps_datetime64_ns": [1459468800000000000, 1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000], "batch_y_timestamps_datetime64_ns": [1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-11-21: The U.S. Bureau of Labor Statistics (BLS) releases 10-year employment projections for the nation every 2 years. [Source: www.bls.gov]; The national unemployment rate in the United States is 4.7 percent as of 2016, down from a high of 15.2 percent in 2011. [Source: obamawhitehouse.archives.gov]; The minimum wage in Maine is enforced by the State statute. [Source: www.maine.gov] 2016-11-14: The unemployment rate in the United States declined to 4.6 percent in November 2016. [Source: www.bls.gov]; Unemployment continued to decline in rural areas in 2015, falling close to levels last seen before the Great Recession. [Source: www.ers.usda.gov]; The unemployment rate in the Washington Area by County was 2.7 percent in September 2016. [Source: www.bls.gov]; Between 9.5 and 14.6 percent of the labor force was out of work on the eve of America's entry into World War II. [Source: pubs.aeaweb.org] 2016-11-07: As of October 2016, the unemployment rate among veterans was 4.3%, compared to the national unemployment rate. [Source]; The national unemployment rate is one of the lowest in the nation, with North Dakota having one of the lowest unemployment rates. [Source] 2016-10-31: The unemployment rate remains a significant challenge for Hispanic workers in the United States, with low wages and poverty also being major issues. [Source: cepr.net]; The working-age population is shrinking in most rural areas of the United States, leading to a need for these areas to focus on attracting workers rather than just keeping them. [Source: www.coopercenter.org]; The national unemployment rate in the United States is a significant indicator of the country's economic health. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2016-11-21: The U.S. Bureau of Labor Statistics (BLS) releases 10-year employment projections for the nation every 2 years. [Source: www.bls.gov]; The national unemployment rate in the United States is 4.7 percent as of 2016, down from a high of 15.2 percent in 2011. [Source: obamawhitehouse.archives.gov]; The minimum wage in Maine is enforced by the State statute. [Source: www.maine.gov] 2016-11-14: The unemployment rate in the United States declined to 4.6 percent in November 2016. [Source: www.bls.gov]; Unemployment continued to decline in rural areas in 2015, falling close to levels last seen before the Great Recession. [Source: www.ers.usda.gov]; The unemployment rate in the Washington Area by County was 2.7 percent in September 2016. [Source: www.bls.gov]; Between 9.5 and 14.6 percent of the labor force was out of work on the eve of America's entry into World War II. [Source: pubs.aeaweb.org] 2016-11-07: As of October 2016, the unemployment rate among veterans was 4.3%, compared to the national unemployment rate. [Source]; The national unemployment rate is one of the lowest in the nation, with North Dakota having one of the lowest unemployment rates. [Source] 2016-10-31: The unemployment rate remains a significant challenge for Hispanic workers in the United States, with low wages and poverty also being major issues. [Source: cepr.net]; The working-age population is shrinking in most rural areas of the United States, leading to a need for these areas to focus on attracting workers rather than just keeping them. [Source: www.coopercenter.org]; The national unemployment rate in the United States is a significant indicator of the country's economic health. [Source: www.bls.gov];\"]"}
+{"batch_x": [4.5, 5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5], "batch_y": [5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5], "batch_x_timestamps_datetime64_ns": [1462060800000000000, 1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000], "batch_y_timestamps_datetime64_ns": [1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.1684931516647339], [-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2016-12-26: The unemployment rate in the United States has decreased by 0.3 percentage points over the year ended December 31, 2016 [Source: www.bls.gov]. 2016-12-19: The labor market has experienced a strong recovery in recent years, with rapid job growth, a falling unemployment rate, and rising wages. [Source: obamawhitehouse.archives.gov]; The U.S. Department of Labor\\'s Bureau of Labor Statistics (BLS) publishes six measures of \"labor underutilization\" each month, including the unemployment rate. [Source: ballotpedia.org]; In the District of Columbia, men earned a median weekly wage of $1,224, and Hawaii had the highest female-to-male earnings ratio among the states, 87.9 percent. [Source: www.bls.gov] 2016-12-12: NA. 2016-12-05: The Bureau of Labor Statistics (BLS) provides data on labor force statistics, including unemployment rates, for various states and regions in the United States. [Source];'\n 'Available facts are as follows: 2016-12-26: The unemployment rate in the United States has decreased by 0.3 percentage points over the year ended December 31, 2016 [Source: www.bls.gov]. 2016-12-19: The labor market has experienced a strong recovery in recent years, with rapid job growth, a falling unemployment rate, and rising wages. [Source: obamawhitehouse.archives.gov]; The U.S. Department of Labor\\'s Bureau of Labor Statistics (BLS) publishes six measures of \"labor underutilization\" each month, including the unemployment rate. [Source: ballotpedia.org]; In the District of Columbia, men earned a median weekly wage of $1,224, and Hawaii had the highest female-to-male earnings ratio among the states, 87.9 percent. [Source: www.bls.gov] 2016-12-12: NA. 2016-12-05: The Bureau of Labor Statistics (BLS) provides data on labor force statistics, including unemployment rates, for various states and regions in the United States. [Source];']"}
+{"batch_x": [5.099999904632568, 5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568], "batch_y": [4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568], "batch_x_timestamps_datetime64_ns": [1464739200000000000, 1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000], "batch_y_timestamps_datetime64_ns": [1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.08356164395809174], [-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-0.5, 0.5, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2017-01-23: The national unemployment rate is an important measure of the economy, and changes in the rate can be tracked over time. [Source: www.bls.gov] 2017-01-16: The U.S. unemployment rate was 4.7% in December 2016. [Source]; Since the depths of the Great Recession, about 15-1/2 million jobs have been added to the U.S. economy, on net. In 2016, job gains averaged about 180,000 per month. [Source]; The state unemployment rate fell by half during Mike Pence's four years in office as Governor of Indiana. [Source] 2017-01-09: As of January 2017, the unemployment rate for college graduates in the United States was 2.5%, while the rate for non-college graduates was 7.7%. [Source: www.bls.gov] 2017-01-02: The unemployment rate in the United States was 4.7% in December 2016, with a total nonfarm payroll employment increase of 156,000. [Source: www.bls.gov]; The median household income in the United States in 2015 was $56,516, up from $49,276 in 2010. [Source: research.stlouisfed.org];\"\n \"Available facts are as follows: 2017-01-23: The national unemployment rate is an important measure of the economy, and changes in the rate can be tracked over time. [Source: www.bls.gov] 2017-01-16: The U.S. unemployment rate was 4.7% in December 2016. [Source]; Since the depths of the Great Recession, about 15-1/2 million jobs have been added to the U.S. economy, on net. In 2016, job gains averaged about 180,000 per month. [Source]; The state unemployment rate fell by half during Mike Pence's four years in office as Governor of Indiana. [Source] 2017-01-09: As of January 2017, the unemployment rate for college graduates in the United States was 2.5%, while the rate for non-college graduates was 7.7%. [Source: www.bls.gov] 2017-01-02: The unemployment rate in the United States was 4.7% in December 2016, with a total nonfarm payroll employment increase of 156,000. [Source: www.bls.gov]; The median household income in the United States in 2015 was $56,516, up from $49,276 in 2010. [Source: research.stlouisfed.org];\"]"}
+{"batch_x": [5.099999904632568, 5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432], "batch_y": [4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316], "batch_x_timestamps_datetime64_ns": [1467331200000000000, 1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000], "batch_y_timestamps_datetime64_ns": [1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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: 2017-02-20: The unemployment rate for women aged 16-19 was 17.7% in 2014, while those aged 20-24 had a lower unemployment rate. [Source: statusofwomendata.org]; The union membership rate in the United States was 10.7% in 2016. [Source: www.bls.gov]; The unemployment rates for women and men in 2014 were the lowest since 2008, with 5.4% of women and 6.1% of men unemployed. [Source: statusofwomendata.org] 2017-02-13: The unemployment rate in the United States was 4.7% in February 2017, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-02-06: The national unemployment rate in December 2016 was 4.7 percent, down from 4.9 percent at the beginning of the year. [Source: www.epi.org]; The union membership rate in 2016 was 10.7 percent. [Source: www.bls.gov]; Net employment gain measures 2.4 million in 2016. [Source: www.bls.gov] 2017-01-30: The unemployment rate in the United States was 4.8% in January 2017, with a total nonfarm payroll employment increase of 227,000. [Source: www.bls.gov]; The unemployment rate among U.S. residing doctoral scientists and engineers was 1.4% in 2017. [Source: ncsesdata.nsf.gov]; In 2015, scientists and engineers had a lower unemployment rate than the U.S. workforce as a whole. [Source: www.nsf.gov]; The euro area unemployment rate was 9.6% in December 2016, with the lowest rates in the Czech Republic (3.5%) and Germany (3.9%). [Source: ec.europa.eu];'\n 'Available facts are as follows: 2017-02-20: The unemployment rate for women aged 16-19 was 17.7% in 2014, while those aged 20-24 had a lower unemployment rate. [Source: statusofwomendata.org]; The union membership rate in the United States was 10.7% in 2016. [Source: www.bls.gov]; The unemployment rates for women and men in 2014 were the lowest since 2008, with 5.4% of women and 6.1% of men unemployed. [Source: statusofwomendata.org] 2017-02-13: The unemployment rate in the United States was 4.7% in February 2017, according to the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-02-06: The national unemployment rate in December 2016 was 4.7 percent, down from 4.9 percent at the beginning of the year. [Source: www.epi.org]; The union membership rate in 2016 was 10.7 percent. [Source: www.bls.gov]; Net employment gain measures 2.4 million in 2016. [Source: www.bls.gov] 2017-01-30: The unemployment rate in the United States was 4.8% in January 2017, with a total nonfarm payroll employment increase of 227,000. [Source: www.bls.gov]; The unemployment rate among U.S. residing doctoral scientists and engineers was 1.4% in 2017. [Source: ncsesdata.nsf.gov]; In 2015, scientists and engineers had a lower unemployment rate than the U.S. workforce as a whole. [Source: www.nsf.gov]; The euro area unemployment rate was 9.6% in December 2016, with the lowest rates in the Czech Republic (3.5%) and Germany (3.9%). [Source: ec.europa.eu];']"}
+{"batch_x": [5.0, 4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568], "batch_y": [4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316], "batch_x_timestamps_datetime64_ns": [1470009600000000000, 1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000], "batch_y_timestamps_datetime64_ns": [1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, 0.08356164395809174], [-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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, 0.4178082048892975], [-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: 2017-03-20: The national unemployment rate in the United States is a key indicator of the labor market. [Source: www.bls.gov]; In 2016, quits rose while layoffs and discharges fell, indicating a shift in the labor market. [Source: www.bls.gov] 2017-03-13: The unemployment rate in the United States is a major concern, with child maltreatment and unemployment being closely related. [Source: conference.iza.org]; The U.S. Department of Health and Human Services estimates that there were approximately 702,000 victims of child maltreatment in 2014. [Source: conference.iza.org]; The U.S. Office of Personnel Management (OPM) has prepared human resources guidance for agencies and employees in the event of furloughs. [Source: www.opm.gov]; The teen birth rate in the United States is high, and the impact of minimum wage on adolescent fertility is being studied. [Source: www.ncbi.nlm.nih.gov] 2017-03-06: The official definition of unemployment has been that to be considered unemployed, one must not only not have a job but be available for work (i.e., not too sick to work). [Source: www.pewresearch.org]; Total nonfarm payroll employment increased by 235,000 in February 2017, and the unemployment rate was little changed at 4.7 percent. [Source: www.bls.gov]; Unemployment rates decreased and median household income increased in 23 states where poverty decreased from 2014 to 2015. [Source: www.communitycommons.org] 2017-02-27: The U.S. jobless rate declined in 2016, with employment-population ratios increasing in 36 states and the District, decreasing in 12 states, and remaining unchanged in 2 states. [Source: www.bls.gov]; The current low unemployment rate in the U.S. is 4.8 percent. [Source: econofact.org];'\n 'Available facts are as follows: 2017-03-20: The national unemployment rate in the United States is a key indicator of the labor market. [Source: www.bls.gov]; In 2016, quits rose while layoffs and discharges fell, indicating a shift in the labor market. [Source: www.bls.gov] 2017-03-13: The unemployment rate in the United States is a major concern, with child maltreatment and unemployment being closely related. [Source: conference.iza.org]; The U.S. Department of Health and Human Services estimates that there were approximately 702,000 victims of child maltreatment in 2014. [Source: conference.iza.org]; The U.S. Office of Personnel Management (OPM) has prepared human resources guidance for agencies and employees in the event of furloughs. [Source: www.opm.gov]; The teen birth rate in the United States is high, and the impact of minimum wage on adolescent fertility is being studied. [Source: www.ncbi.nlm.nih.gov] 2017-03-06: The official definition of unemployment has been that to be considered unemployed, one must not only not have a job but be available for work (i.e., not too sick to work). [Source: www.pewresearch.org]; Total nonfarm payroll employment increased by 235,000 in February 2017, and the unemployment rate was little changed at 4.7 percent. [Source: www.bls.gov]; Unemployment rates decreased and median household income increased in 23 states where poverty decreased from 2014 to 2015. [Source: www.communitycommons.org] 2017-02-27: The U.S. jobless rate declined in 2016, with employment-population ratios increasing in 36 states and the District, decreasing in 12 states, and remaining unchanged in 2 states. [Source: www.bls.gov]; The current low unemployment rate in the U.S. is 4.8 percent. [Source: econofact.org];']"}
+{"batch_x": [4.800000190734863, 4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568], "batch_y": [4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316], "batch_x_timestamps_datetime64_ns": [1472688000000000000, 1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000], "batch_y_timestamps_datetime64_ns": [1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.1684931516647339], [-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2017-04-24: The unemployment rate in the United States has been decreasing, with a current rate of 4.7% as of 2017. [Source: www.bls.gov] 2017-04-17: The annual average unemployment rate in New England was 4.1 percent in 2016, down 0.8 percentage point over the year. [Source: www.bls.gov]; Job reallocation in the U.S. has been declining over several decades. [Source: www.federalreserve.gov]; The aging of the U.S. population, together with the lower labor force participation rate of older people, affects the labor market. [Source: www.bls.gov]; A rise in inflation rate, due to a monetary expansion, is not found to have any significant short-run impact on unemployment rate in the U.S. economy. [Source: www.jstor.org]; The employment-to-population ratio in the United States has been fluctuating. [Source: www.avma.org] 2017-04-10: The US labor market has exhibited a pronounced recovery since the global financial crisis, with the unemployment rate decreasing further. [Source: www.un.org]; The US unemployment rate has decreased, with a recent rate shown in an infographic from 2007 to 2017. [Source: www.statista.com]; To be eligible for unemployment benefits, one must be partially or totally unemployed through no fault of their own, a US citizen or allowed to work in the US, and have worked for a certain amount of time. [Source: jobs.utah.gov] 2017-04-03: The unemployment rate in the United States declined to 4.5 percent in March 2017, with total nonfarm payroll employment edging up by 98,000. [Source: www.bls.gov]; Labor market barriers are associated with income, race, and education, with unemployment rates averaging 13% for certain groups. [Source: www.cbpp.org]; The majority of rural adults in the US now have at least some college education, with 15% having a bachelor's degree or higher in 2015. [Source: www.ers.usda.gov];\"\n \"Available facts are as follows: 2017-04-24: The unemployment rate in the United States has been decreasing, with a current rate of 4.7% as of 2017. [Source: www.bls.gov] 2017-04-17: The annual average unemployment rate in New England was 4.1 percent in 2016, down 0.8 percentage point over the year. [Source: www.bls.gov]; Job reallocation in the U.S. has been declining over several decades. [Source: www.federalreserve.gov]; The aging of the U.S. population, together with the lower labor force participation rate of older people, affects the labor market. [Source: www.bls.gov]; A rise in inflation rate, due to a monetary expansion, is not found to have any significant short-run impact on unemployment rate in the U.S. economy. [Source: www.jstor.org]; The employment-to-population ratio in the United States has been fluctuating. [Source: www.avma.org] 2017-04-10: The US labor market has exhibited a pronounced recovery since the global financial crisis, with the unemployment rate decreasing further. [Source: www.un.org]; The US unemployment rate has decreased, with a recent rate shown in an infographic from 2007 to 2017. [Source: www.statista.com]; To be eligible for unemployment benefits, one must be partially or totally unemployed through no fault of their own, a US citizen or allowed to work in the US, and have worked for a certain amount of time. [Source: jobs.utah.gov] 2017-04-03: The unemployment rate in the United States declined to 4.5 percent in March 2017, with total nonfarm payroll employment edging up by 98,000. [Source: www.bls.gov]; Labor market barriers are associated with income, race, and education, with unemployment rates averaging 13% for certain groups. [Source: www.cbpp.org]; The majority of rural adults in the US now have at least some college education, with 15% having a bachelor's degree or higher in 2015. [Source: www.ers.usda.gov];\"]"}
+{"batch_x": [4.699999809265137, 4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568], "batch_y": [4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5], "batch_x_timestamps_datetime64_ns": [1475280000000000000, 1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000], "batch_y_timestamps_datetime64_ns": [1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.250684916973114], [-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2017-05-22: The unemployment rate in the Pittsburgh area was 5.0% in March 2017, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate was 3.9% in May 2017, according to tradingeconomics.com. [Source: tradingeconomics.com] 2017-05-15: The unemployment rate in the Philadelphia Area was 3.5 percent in March 2017, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for foreign-born persons in the United States was 4.3 percent in 2016, down from 4.9 percent in 2015, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The United States' current account deficit was $481.2 billion in 2017. [Source: www.epi.org]; Oregon's exports grew 9 percent from 2015 to 2016, with a total value of $22B. [Source: dochub.clackamas.us] 2017-05-08: The unemployment rate in the United States was 3.1% as of May 2017 [Source: www.bls.gov]; The Great Recession had a significant impact on employment and fertility rates in the United States and Europe [Source: www.demographic-research.org]; The Beveridge Curve shows the relationship between job openings and unemployment rates in the United States [Source: www.bls.gov] 2017-05-01: The Michigan unemployment rate fell 0.5 percentage points in May 2017, driven by a decline in the state's labor force. [Source: www.michigan.gov]; The unemployment rate for males aged 25-54 in the United States was tracked from January 1990 to May 2017. [Source: fred.stlouisfed.org]; The average cost per meal in the United States is $2.89, and the unemployment rate in New York State is 4.3% as of March 2017. [Source: www.foodbanknyc.org];\"\n \"Available facts are as follows: 2017-05-22: The unemployment rate in the Pittsburgh area was 5.0% in March 2017, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate was 3.9% in May 2017, according to tradingeconomics.com. [Source: tradingeconomics.com] 2017-05-15: The unemployment rate in the Philadelphia Area was 3.5 percent in March 2017, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for foreign-born persons in the United States was 4.3 percent in 2016, down from 4.9 percent in 2015, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The United States' current account deficit was $481.2 billion in 2017. [Source: www.epi.org]; Oregon's exports grew 9 percent from 2015 to 2016, with a total value of $22B. [Source: dochub.clackamas.us] 2017-05-08: The unemployment rate in the United States was 3.1% as of May 2017 [Source: www.bls.gov]; The Great Recession had a significant impact on employment and fertility rates in the United States and Europe [Source: www.demographic-research.org]; The Beveridge Curve shows the relationship between job openings and unemployment rates in the United States [Source: www.bls.gov] 2017-05-01: The Michigan unemployment rate fell 0.5 percentage points in May 2017, driven by a decline in the state's labor force. [Source: www.michigan.gov]; The unemployment rate for males aged 25-54 in the United States was tracked from January 1990 to May 2017. [Source: fred.stlouisfed.org]; The average cost per meal in the United States is $2.89, and the unemployment rate in New York State is 4.3% as of March 2017. [Source: www.foodbanknyc.org];\"]"}
+{"batch_x": [4.400000095367432, 4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5], "batch_y": [4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432], "batch_x_timestamps_datetime64_ns": [1477958400000000000, 1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000], "batch_y_timestamps_datetime64_ns": [1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.33561643958091736], [-0.5, 0.0, -0.5, 0.4178082048892975], [-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]], "batch_text": "['Available facts are as follows: 2017-06-19: The unemployment rate in the United States has fallen to 4.3 percent in May, the lowest level recorded in 16 years. [Source]; 73 counties in the United States have unemployment rates of 2% or lower. [Source]; The California employment rate of people with disabilities is far behind the employment rate for people without disabilities. [Source] 2017-06-12: The unemployment rate in Minnesota has decreased to 3.8% as of March and April 2017. [Source: mn.gov]; The national unemployment rate in the US is 4.3% as of June 2017. [Source: www.economist.com]; The incidence rate for workers in state government hospitals is available from the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-06-05: The overall unemployment rate in 2015 was 5.7%. [Source: www.ers.usda.gov]; The unemployment rate in the US has fallen closer to 4.9% in 2016. [Source: www.pewresearch.org]; In May 2017, the unemployment rate in the United States was reported. [Source: www.chegg.com]; The U.S. economy grew by 1.5% in 2016, down from 2.6% growth in 2015, according to OECD data. [Source: www.pewresearch.org] 2017-05-29: The current unemployment rate in the United States is 3.80% as of March 2024, according to the United States Federal Reserve. [Source: tradingeconomics.com]; The unemployment rate in the United States is measured on a monthly basis and expressed as a percentage of the individuals in the U.S. who are unemployed. [Source: eligibility.com];'\n 'Available facts are as follows: 2017-06-19: The unemployment rate in the United States has fallen to 4.3 percent in May, the lowest level recorded in 16 years. [Source]; 73 counties in the United States have unemployment rates of 2% or lower. [Source]; The California employment rate of people with disabilities is far behind the employment rate for people without disabilities. [Source] 2017-06-12: The unemployment rate in Minnesota has decreased to 3.8% as of March and April 2017. [Source: mn.gov]; The national unemployment rate in the US is 4.3% as of June 2017. [Source: www.economist.com]; The incidence rate for workers in state government hospitals is available from the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-06-05: The overall unemployment rate in 2015 was 5.7%. [Source: www.ers.usda.gov]; The unemployment rate in the US has fallen closer to 4.9% in 2016. [Source: www.pewresearch.org]; In May 2017, the unemployment rate in the United States was reported. [Source: www.chegg.com]; The U.S. economy grew by 1.5% in 2016, down from 2.6% growth in 2015, according to OECD data. [Source: www.pewresearch.org] 2017-05-29: The current unemployment rate in the United States is 3.80% as of March 2024, according to the United States Federal Reserve. [Source: tradingeconomics.com]; The unemployment rate in the United States is measured on a monthly basis and expressed as a percentage of the individuals in the U.S. who are unemployed. [Source: eligibility.com];']"}
+{"batch_x": [4.5, 5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568], "batch_y": [4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568], "batch_x_timestamps_datetime64_ns": [1480550400000000000, 1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000], "batch_y_timestamps_datetime64_ns": [1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2017-07-24: The United States is in the longest expansion since 1850, with an unemployment rate of 4.4 percent as of 2017. [Source: www.imf.org] 2017-07-17: The unemployment rate in the United States was 8.1 percent in 2017. [Source: www.bls.gov]; The gap between the unemployment rate for black Americans and white Americans was evident in June 2017. [Source: equitablegrowth.org]; Pennsylvania's unemployment rate remained at 5.0 percent in June 2017. [Source: www.montgomerycountypa.gov]; The unemployment rate has a significant impact on mortality rates, with increases in unemployment rates leading to higher mortality rates. [Source: pubmed.ncbi.nlm.nih.gov]; The present-value losses of job loss rise steeply with the unemployment rate. [Source: www.ncbi.nlm.nih.gov] 2017-07-10: The unemployment rate in the United States was 4.4% in April 2017, according to the U.S. Bureau of Labor Statistics. [Source] 2017-07-03: The unemployment rate is an important measure of the labor market, but it often lags business cycle developments and does not capture other aspects of labor market performance. [Source: www.federalreserve.gov]; In May 2016, there were 8.8 million science, technology, engineering, and mathematics (STEM) jobs, representing 6.3 percent of U.S. employment. [Source: www.bls.gov]; The U.S. Department of Labor tracks the unemployment rate, which is the percentage of people in the labor force who are unemployed. [Source: open.lib.umn.edu];\"\n \"Available facts are as follows: 2017-07-24: The United States is in the longest expansion since 1850, with an unemployment rate of 4.4 percent as of 2017. [Source: www.imf.org] 2017-07-17: The unemployment rate in the United States was 8.1 percent in 2017. [Source: www.bls.gov]; The gap between the unemployment rate for black Americans and white Americans was evident in June 2017. [Source: equitablegrowth.org]; Pennsylvania's unemployment rate remained at 5.0 percent in June 2017. [Source: www.montgomerycountypa.gov]; The unemployment rate has a significant impact on mortality rates, with increases in unemployment rates leading to higher mortality rates. [Source: pubmed.ncbi.nlm.nih.gov]; The present-value losses of job loss rise steeply with the unemployment rate. [Source: www.ncbi.nlm.nih.gov] 2017-07-10: The unemployment rate in the United States was 4.4% in April 2017, according to the U.S. Bureau of Labor Statistics. [Source] 2017-07-03: The unemployment rate is an important measure of the labor market, but it often lags business cycle developments and does not capture other aspects of labor market performance. [Source: www.federalreserve.gov]; In May 2016, there were 8.8 million science, technology, engineering, and mathematics (STEM) jobs, representing 6.3 percent of U.S. employment. [Source: www.bls.gov]; The U.S. Department of Labor tracks the unemployment rate, which is the percentage of people in the labor force who are unemployed. [Source: open.lib.umn.edu];\"]"}
+{"batch_x": [5.099999904632568, 4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5], "batch_y": [4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716], "batch_x_timestamps_datetime64_ns": [1483228800000000000, 1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000], "batch_y_timestamps_datetime64_ns": [1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000], "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]], "batch_text": "[\"Available facts are as follows: 2017-08-21: The unemployment rate among tribes in the United States is well above the national average. [Source: www.bia.gov]; The national unemployment rate in Turkey reached 10.1% in 2010. [Source: www.ncbi.nlm.nih.gov]; The largest increases in unemployment in the US were a 0.2 percentage point rise in Alaska and Maine. [Source: bluecollarjobs.us] 2017-08-14: The unemployment rate has been declining in five of the six New England states, and the unemployment rate in the region remained below the national average. [Source: www.bostonfed.org]; Higher levels of educational attainment have lower unemployment rates, with those holding a Bachelor's degree or higher having an unemployment rate of 2.2% compared to 4.6% for those with some college or an Associate's degree, and 5.4% for those with a high school diploma or equivalent. [Source: www.bls.gov]; The natural rate of unemployment, or u-star, is used by economists and policymakers to help assess the overall state of the labor market. [Source: www.frbsf.org]; Approximately 6.7 million people ages 16 to 24 in the United States are neither enrolled in school nor employed. [Source: www.urban.org] 2017-08-07: The U.S. unemployment rate is 4.4% [Source: www.frbsf.org]; The National Unemployment Rate is available on the U.S. Bureau of Labor Statistics website [Source: www.bls.gov]; To be eligible for unemployment benefits in Florida, one must be a U.S. citizen or have a permit to work in the United States, have worked for an employer covered by the state's unemployment insurance law, and be able and available to work [Source: www.wenzelfenton.com] 2017-07-31: The current unemployment rate in the United States is 5.1% as of 2005, and it peaked at 10.8% in November and December of 1982. [Source: globalpolicysolutions.org, econofact.org];\"\n \"Available facts are as follows: 2017-08-21: The unemployment rate among tribes in the United States is well above the national average. [Source: www.bia.gov]; The national unemployment rate in Turkey reached 10.1% in 2010. [Source: www.ncbi.nlm.nih.gov]; The largest increases in unemployment in the US were a 0.2 percentage point rise in Alaska and Maine. [Source: bluecollarjobs.us] 2017-08-14: The unemployment rate has been declining in five of the six New England states, and the unemployment rate in the region remained below the national average. [Source: www.bostonfed.org]; Higher levels of educational attainment have lower unemployment rates, with those holding a Bachelor's degree or higher having an unemployment rate of 2.2% compared to 4.6% for those with some college or an Associate's degree, and 5.4% for those with a high school diploma or equivalent. [Source: www.bls.gov]; The natural rate of unemployment, or u-star, is used by economists and policymakers to help assess the overall state of the labor market. [Source: www.frbsf.org]; Approximately 6.7 million people ages 16 to 24 in the United States are neither enrolled in school nor employed. [Source: www.urban.org] 2017-08-07: The U.S. unemployment rate is 4.4% [Source: www.frbsf.org]; The National Unemployment Rate is available on the U.S. Bureau of Labor Statistics website [Source: www.bls.gov]; To be eligible for unemployment benefits in Florida, one must be a U.S. citizen or have a permit to work in the United States, have worked for an employer covered by the state's unemployment insurance law, and be able and available to work [Source: www.wenzelfenton.com] 2017-07-31: The current unemployment rate in the United States is 5.1% as of 2005, and it peaked at 10.8% in November and December of 1982. [Source: globalpolicysolutions.org, econofact.org];\"]"}
+{"batch_x": [4.900000095367432, 4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568], "batch_y": [3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684], "batch_x_timestamps_datetime64_ns": [1485907200000000000, 1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000], "batch_y_timestamps_datetime64_ns": [1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000], "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]], "batch_text": "['Available facts are as follows: 2017-09-25: The U.S. unemployment rate has fallen steadily since 2010, indicating broad-based improvement in the labor market. [Source: www.federalreserve.gov]; The unemployment rate among Black respondents was four times higher than the unemployment rate in the U.S. population overall (5%). [Source: transequality.org] 2017-09-18: Approximately 8.7 million jobs were lost over the course of the recession. [Source: www.bls.gov]; The unemployment rate in Fresno County, CA was reported on September 18, 2017. [Source: fred.stlouisfed.org]; The overall national unemployment rate for wage and salary workers in nonfarm establishments in the United States was reported on September 21, 2017. [Source: www.bls.gov]; The Hispanic unemployment rate is very similar in all parts of the United States. [Source: www.ncbi.nlm.nih.gov] 2017-09-11: The unemployment rate in the New York Area by County in July 2017 was 3.7 percent, with 17 of the 25 counties having lower rates than the national average. [Source: www.bls.gov]; The OK Nonmetro Unemployment Rate has been decreasing, with a lower rate than the U.S. metro and nonmetro unemployment rates. [Source: www.kansascityfed.org]; The United States/North Carolina Unemployment Rates showed a decrease in unemployment rates from September 2016 to September 2017. [Source: www.commerce.nc.gov] 2017-09-04: The state unemployment rate, labor force, and jobs estimates for Massachusetts are published monthly. [Source: www.mass.gov]; The U.S. Bureau of Labor Statistics publishes annual averages of employment and wages. [Source: www.bls.gov]; The Illinois Department of Employment Security publishes reports to determine liability under the Unemployment Insurance Act. [Source: ides.illinois.gov]; The IPUMS USA provides data on employment status, including a dichotomous variable that identifies whether a person participated in the labor force or not. [Source: usa.ipums.org]; The State of Illinois has an account in the Unemployment Trust Fund. [Source: www.ilga.gov];'\n 'Available facts are as follows: 2017-09-25: The U.S. unemployment rate has fallen steadily since 2010, indicating broad-based improvement in the labor market. [Source: www.federalreserve.gov]; The unemployment rate among Black respondents was four times higher than the unemployment rate in the U.S. population overall (5%). [Source: transequality.org] 2017-09-18: Approximately 8.7 million jobs were lost over the course of the recession. [Source: www.bls.gov]; The unemployment rate in Fresno County, CA was reported on September 18, 2017. [Source: fred.stlouisfed.org]; The overall national unemployment rate for wage and salary workers in nonfarm establishments in the United States was reported on September 21, 2017. [Source: www.bls.gov]; The Hispanic unemployment rate is very similar in all parts of the United States. [Source: www.ncbi.nlm.nih.gov] 2017-09-11: The unemployment rate in the New York Area by County in July 2017 was 3.7 percent, with 17 of the 25 counties having lower rates than the national average. [Source: www.bls.gov]; The OK Nonmetro Unemployment Rate has been decreasing, with a lower rate than the U.S. metro and nonmetro unemployment rates. [Source: www.kansascityfed.org]; The United States/North Carolina Unemployment Rates showed a decrease in unemployment rates from September 2016 to September 2017. [Source: www.commerce.nc.gov] 2017-09-04: The state unemployment rate, labor force, and jobs estimates for Massachusetts are published monthly. [Source: www.mass.gov]; The U.S. Bureau of Labor Statistics publishes annual averages of employment and wages. [Source: www.bls.gov]; The Illinois Department of Employment Security publishes reports to determine liability under the Unemployment Insurance Act. [Source: ides.illinois.gov]; The IPUMS USA provides data on employment status, including a dichotomous variable that identifies whether a person participated in the labor force or not. [Source: usa.ipums.org]; The State of Illinois has an account in the Unemployment Trust Fund. [Source: www.ilga.gov];']"}
+{"batch_x": [4.599999904632568, 4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316], "batch_y": [3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137], "batch_x_timestamps_datetime64_ns": [1488326400000000000, 1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000], "batch_y_timestamps_datetime64_ns": [1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000], "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]], "batch_text": "['Available facts are as follows: 2017-10-23: The U.S. economy is not expected to reach a 3.0 percent or higher growth rate achieved over most of the 1970s through early 2000s. [Source: www.bls.gov]; The food insecurity rate in the United States was 13.5% in 2022. [Source: map.feedingamerica.org] 2017-10-16: The overall unemployment rate for the United States was 4.9 percent in 2016, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate for the United States dropped to 4.2 percent in 2017. [Source: www.tn.gov] 2017-10-09: The unemployment rate in the United States has been dropping, with a rate of 5% in 2015 [Source: transequality.org]. The number of unemployed in Canada remains unchanged despite a drop in the unemployment rate [Source: www.ilo.org]. 2017-10-02: The unemployment rate in the United States dipped to 4.2% in September 2017, despite losing 33,000 jobs. [Source: www.nytimes.com]; The seasonally-adjusted unemployment rate in Puerto Rico was 10.3% in August 2017. [Source: www.kff.org]; The unemployment rates of civilians aged 16 and older varied by race, Hispanic or Latino ethnicity, native- or foreign-born status, and U.S. citizenship in 2016. [Source: www.bls.gov];'\n 'Available facts are as follows: 2017-10-23: The U.S. economy is not expected to reach a 3.0 percent or higher growth rate achieved over most of the 1970s through early 2000s. [Source: www.bls.gov]; The food insecurity rate in the United States was 13.5% in 2022. [Source: map.feedingamerica.org] 2017-10-16: The overall unemployment rate for the United States was 4.9 percent in 2016, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate for the United States dropped to 4.2 percent in 2017. [Source: www.tn.gov] 2017-10-09: The unemployment rate in the United States has been dropping, with a rate of 5% in 2015 [Source: transequality.org]. The number of unemployed in Canada remains unchanged despite a drop in the unemployment rate [Source: www.ilo.org]. 2017-10-02: The unemployment rate in the United States dipped to 4.2% in September 2017, despite losing 33,000 jobs. [Source: www.nytimes.com]; The seasonally-adjusted unemployment rate in Puerto Rico was 10.3% in August 2017. [Source: www.kff.org]; The unemployment rates of civilians aged 16 and older varied by race, Hispanic or Latino ethnicity, native- or foreign-born status, and U.S. citizenship in 2016. [Source: www.bls.gov];']"}
+{"batch_x": [4.099999904632568, 4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316], "batch_y": [3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568], "batch_x_timestamps_datetime64_ns": [1491004800000000000, 1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000], "batch_y_timestamps_datetime64_ns": [1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000], "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]], "batch_text": "[\"Available facts are as follows: 2017-11-20: Alaska's unemployment rate is 2.8%, higher than the US average of 1.9%. [Source: live.laborstats.alaska.gov]; The unemployment rate for areas affected by disasters is 6.0%, 1.1 percentage points higher than the US rate. [Source: www.bls.gov]; Oregon's UI Trust Fund is used to pay unemployment insurance benefits. [Source: www.oregon.gov] 2017-11-13: The unemployment rate in the United States held at 4.1 percent in November 2017. [Source: U.S. Bureau of Labor Statistics] 2017-11-06: The unemployment rate in the United States is based on a monthly survey of roughly 60,000 households. [Source: www.hoosierdata.in.gov]; The official unemployment rate is complemented by alternative measures developed by the U.S. Bureau of Labor Statistics (BLS) for the U.S. and its states. [Source: ides.illinois.gov]; The unemployment rate varies by state, with veterans ages 18 and over having an annual average unemployment rate of 2016. [Source: www.bls.gov]; The incidence rate of depression is related to the value of the unemployment rate. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate in New Hampshire and the United States was reported in September 2017. [Source: www.nhes.nh.gov] 2017-10-30: The unemployment rate in the US is a key indicator of economic conditions, with a current rate of 0.6% for life scientists and a projected growth of 853,600 S&E jobs between 2016 and 2026. [Source: sgp.fas.org]; The Bureau of Labor Statistics (BLS) provides data on state and local unemployment rates, as well as national estimates. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2017-11-20: Alaska's unemployment rate is 2.8%, higher than the US average of 1.9%. [Source: live.laborstats.alaska.gov]; The unemployment rate for areas affected by disasters is 6.0%, 1.1 percentage points higher than the US rate. [Source: www.bls.gov]; Oregon's UI Trust Fund is used to pay unemployment insurance benefits. [Source: www.oregon.gov] 2017-11-13: The unemployment rate in the United States held at 4.1 percent in November 2017. [Source: U.S. Bureau of Labor Statistics] 2017-11-06: The unemployment rate in the United States is based on a monthly survey of roughly 60,000 households. [Source: www.hoosierdata.in.gov]; The official unemployment rate is complemented by alternative measures developed by the U.S. Bureau of Labor Statistics (BLS) for the U.S. and its states. [Source: ides.illinois.gov]; The unemployment rate varies by state, with veterans ages 18 and over having an annual average unemployment rate of 2016. [Source: www.bls.gov]; The incidence rate of depression is related to the value of the unemployment rate. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate in New Hampshire and the United States was reported in September 2017. [Source: www.nhes.nh.gov] 2017-10-30: The unemployment rate in the US is a key indicator of economic conditions, with a current rate of 0.6% for life scientists and a projected growth of 853,600 S&E jobs between 2016 and 2026. [Source: sgp.fas.org]; The Bureau of Labor Statistics (BLS) provides data on state and local unemployment rates, as well as national estimates. [Source: www.bls.gov];\"]"}
+{"batch_x": [4.099999904632568, 4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316], "batch_y": [4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316], "batch_x_timestamps_datetime64_ns": [1493596800000000000, 1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000], "batch_y_timestamps_datetime64_ns": [1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000], "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]], "batch_text": "['Available facts are as follows: 2017-12-25: The national unemployment rate in the United States has been tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. Bureau of Labor Statistics also provides data on state and local unemployment rates. [Source: www.bls.gov]; According to the CIA World Factbook, Qatar has a youth unemployment rate. [Source: www.cia.gov]; The U.S. Bureau of Labor Statistics provides data on unemployment rates, including teen unemployment rates. [Source: massbudget.org] 2017-12-18: The national unemployment rate in the United States is not explicitly stated, but various sources indicate that unemployment rates for women exceed 20% in some states, and the underemployment rate adds to our understanding of the strength of the labor market. [Source: webapps.ilo.org, copolicy.org]; The unemployment rate in Puerto Rico is 14%, compared to 5% in the US, and 44% of the population has incomes below poverty. [Source: www.kff.org]; Fatal work injuries and occupational injuries by event or exposure are reported by the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-12-11: The U-3 unemployment rate was 4.1 percent in December 2017, with 6.6 million unemployed people among the 160.6 million people in the U.S. labor force. [Source: www.bls.gov]; The unemployment rate in Puerto Rico was 10.1 percent, twice as high as the U.S. and more than any other state. [Source: www.aclu.org]; The youth unemployment rate in Illinois was higher than the overall unemployment rate. [Source: ides.illinois.gov]; The poverty rate in Hawaii varied across counties, with Honolulu at 8.4%, Maui at 9.7%, and Kauai at 9.5%. [Source: mchb.tvisdata.hrsa.gov] 2017-12-04: The U.S. Bureau of Labor Statistics provides Local Area Unemployment Statistics, which includes the unemployment rate. [Source: www.bls.gov]; The national unemployment rate has decreased, but the reasons behind it can be misleading. [Source: www.americanprogress.org]; Only three states—Alaska, New Jersey, and Pennsylvania—assess unemployment taxes on employees. [Source: unemployment-services.com]; The Great Recession in the United States started in December 2007 and was characterized by a period of at least two consecutive quarters of economic decline and high unemployment. [Source: www.history.com]; State Unemployment Tax Act (SUTA) requires employers to pay for all benefits and administrative costs of the unemployment insurance program. [Source: www.ncdor.gov];'\n 'Available facts are as follows: 2017-12-25: The national unemployment rate in the United States has been tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. Bureau of Labor Statistics also provides data on state and local unemployment rates. [Source: www.bls.gov]; According to the CIA World Factbook, Qatar has a youth unemployment rate. [Source: www.cia.gov]; The U.S. Bureau of Labor Statistics provides data on unemployment rates, including teen unemployment rates. [Source: massbudget.org] 2017-12-18: The national unemployment rate in the United States is not explicitly stated, but various sources indicate that unemployment rates for women exceed 20% in some states, and the underemployment rate adds to our understanding of the strength of the labor market. [Source: webapps.ilo.org, copolicy.org]; The unemployment rate in Puerto Rico is 14%, compared to 5% in the US, and 44% of the population has incomes below poverty. [Source: www.kff.org]; Fatal work injuries and occupational injuries by event or exposure are reported by the Bureau of Labor Statistics. [Source: www.bls.gov] 2017-12-11: The U-3 unemployment rate was 4.1 percent in December 2017, with 6.6 million unemployed people among the 160.6 million people in the U.S. labor force. [Source: www.bls.gov]; The unemployment rate in Puerto Rico was 10.1 percent, twice as high as the U.S. and more than any other state. [Source: www.aclu.org]; The youth unemployment rate in Illinois was higher than the overall unemployment rate. [Source: ides.illinois.gov]; The poverty rate in Hawaii varied across counties, with Honolulu at 8.4%, Maui at 9.7%, and Kauai at 9.5%. [Source: mchb.tvisdata.hrsa.gov] 2017-12-04: The U.S. Bureau of Labor Statistics provides Local Area Unemployment Statistics, which includes the unemployment rate. [Source: www.bls.gov]; The national unemployment rate has decreased, but the reasons behind it can be misleading. [Source: www.americanprogress.org]; Only three states—Alaska, New Jersey, and Pennsylvania—assess unemployment taxes on employees. [Source: unemployment-services.com]; The Great Recession in the United States started in December 2007 and was characterized by a period of at least two consecutive quarters of economic decline and high unemployment. [Source: www.history.com]; State Unemployment Tax Act (SUTA) requires employers to pay for all benefits and administrative costs of the unemployment insurance program. [Source: www.ncdor.gov];']"}
+{"batch_x": [4.5, 4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5], "batch_y": [4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684], "batch_x_timestamps_datetime64_ns": [1496275200000000000, 1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000], "batch_y_timestamps_datetime64_ns": [1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000], "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]], "batch_text": "[\"Available facts are as follows: 2018-01-22: The unemployment rate in the US has historically hovered around 4% during periods of long-term economic growth. [Source: www.bls.gov]; In 2018, the unemployment rate for the entire US labor force was 5.8%. [Source: www.nsf.gov]; African American unemployment and Hispanic American unemployment rates have reached the lowest rates ever recorded in the US. [Source: trumpwhitehouse.archives.gov]; In 2018, more than one in three workers was living in conditions of extreme poverty, while almost three out of four workers were in vulnerable employment in Northern America. [Source: www.ilo.org] 2018-01-15: The unemployment rate in the United States is 4.1% as of January 2018, with a gap between white and black workers (4.1% vs 7.5%). [Source: www.jec.senate.gov]; The unemployment rate has decreased from 7.4% in 2013 to 4.1% in 2018. [Source: group.atradius.com]; The average unemployment rates among those with a bachelor's degree or higher is lower than those with some college or an associate's degree. [Source: ides.illinois.gov] 2018-01-08: The US unemployment rate is currently at 4.1% as of January 2018 [Source: www.npr.org]; The Local Area Unemployment Statistics (LAUS) program produces monthly and annual estimates of civilian labor force, employed people, unemployed people, and unemployment rates [Source: www.bls.gov]; The Current Population Survey has been tracking unemployment in the United States for over 75 years [Source: www.bls.gov] 2018-01-01: The unemployment rate in the US remained unchanged at 4.1 percent in December 2017, with 148,000 jobs added to the economy. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2018-01-22: The unemployment rate in the US has historically hovered around 4% during periods of long-term economic growth. [Source: www.bls.gov]; In 2018, the unemployment rate for the entire US labor force was 5.8%. [Source: www.nsf.gov]; African American unemployment and Hispanic American unemployment rates have reached the lowest rates ever recorded in the US. [Source: trumpwhitehouse.archives.gov]; In 2018, more than one in three workers was living in conditions of extreme poverty, while almost three out of four workers were in vulnerable employment in Northern America. [Source: www.ilo.org] 2018-01-15: The unemployment rate in the United States is 4.1% as of January 2018, with a gap between white and black workers (4.1% vs 7.5%). [Source: www.jec.senate.gov]; The unemployment rate has decreased from 7.4% in 2013 to 4.1% in 2018. [Source: group.atradius.com]; The average unemployment rates among those with a bachelor's degree or higher is lower than those with some college or an associate's degree. [Source: ides.illinois.gov] 2018-01-08: The US unemployment rate is currently at 4.1% as of January 2018 [Source: www.npr.org]; The Local Area Unemployment Statistics (LAUS) program produces monthly and annual estimates of civilian labor force, employed people, unemployed people, and unemployment rates [Source: www.bls.gov]; The Current Population Survey has been tracking unemployment in the United States for over 75 years [Source: www.bls.gov] 2018-01-01: The unemployment rate in the US remained unchanged at 4.1 percent in December 2017, with 148,000 jobs added to the economy. [Source: www.bls.gov];\"]"}
+{"batch_x": [4.599999904632568, 4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432], "batch_y": [4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5], "batch_x_timestamps_datetime64_ns": [1498867200000000000, 1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000], "batch_y_timestamps_datetime64_ns": [1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000], "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]], "batch_text": "[\"Available facts are as follows: 2018-02-19: The African American unemployment rate is at or below its pre-recession level in 17 states. [Source: www.epi.org]; The national unemployment rate is available on the U.S. Bureau of Labor Statistics website. [Source: www.bls.gov]; The Fed continued to gradually raise interest rates in 2018. [Source: www.federalreserve.gov]; The Black unemployment rate was 7.7% in 2018, double the White unemployment rate. [Source: prosperitynow.org] 2018-02-12: The unemployment rate in the Philadelphia area varies by county, with Camden County, PA, having the second highest jobless rate at 4.5 percent. [Source: www.bls.gov]; The United States may have reached full employment, with unemployment below the Congressional Budget Office's natural rate estimate of 4.7%. [Source: crsreports.congress.gov]; The national unemployment rate is 3.9 percent. [Source: www.bls.gov] 2018-02-05: The unemployment rate in the United States returned to pre-crisis levels in 2016, about nine years after the onset of the Global Financial Crisis. [Source: www.rba.gov.au]; In 2016, households that did not have any working members in the last five years lived in counties with an average unemployment rate of 5.9 percent. [Source: www.cbpp.org]; The average unemployment rates in the United States from 2009 to 2019 were around 5-6% in one model and 6-7% in another model. [Source: www.levyinstitute.org] 2018-01-29: The unemployment rate in New York City was lower than the national and state rates between 2009 and 2017. [Source: www.osc.ny.gov]; The unemployment rate in Missouri was 3.7% in February, and total payroll employment increased. [Source: www.kansascityfed.org]; Unemployment rates have dropped to exceptionally low levels in countries such as Germany, Japan, Mexico, and the United States. [Source: www.un.org]; The unemployment rate in the United States was unchanged at 4.1% in January, with a total nonfarm payroll employment increase of 200,000. [Source: www.bls.gov]; The euro area unemployment rate was 8.7% in December 2017, with the lowest rates recorded in the Czech Republic and Germany. [Source: ec.europa.eu]; The Black unemployment rate in the US peaked at 16.0% in 2010 and declined to 8.4% in 2016. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2018-02-19: The African American unemployment rate is at or below its pre-recession level in 17 states. [Source: www.epi.org]; The national unemployment rate is available on the U.S. Bureau of Labor Statistics website. [Source: www.bls.gov]; The Fed continued to gradually raise interest rates in 2018. [Source: www.federalreserve.gov]; The Black unemployment rate was 7.7% in 2018, double the White unemployment rate. [Source: prosperitynow.org] 2018-02-12: The unemployment rate in the Philadelphia area varies by county, with Camden County, PA, having the second highest jobless rate at 4.5 percent. [Source: www.bls.gov]; The United States may have reached full employment, with unemployment below the Congressional Budget Office's natural rate estimate of 4.7%. [Source: crsreports.congress.gov]; The national unemployment rate is 3.9 percent. [Source: www.bls.gov] 2018-02-05: The unemployment rate in the United States returned to pre-crisis levels in 2016, about nine years after the onset of the Global Financial Crisis. [Source: www.rba.gov.au]; In 2016, households that did not have any working members in the last five years lived in counties with an average unemployment rate of 5.9 percent. [Source: www.cbpp.org]; The average unemployment rates in the United States from 2009 to 2019 were around 5-6% in one model and 6-7% in another model. [Source: www.levyinstitute.org] 2018-01-29: The unemployment rate in New York City was lower than the national and state rates between 2009 and 2017. [Source: www.osc.ny.gov]; The unemployment rate in Missouri was 3.7% in February, and total payroll employment increased. [Source: www.kansascityfed.org]; Unemployment rates have dropped to exceptionally low levels in countries such as Germany, Japan, Mexico, and the United States. [Source: www.un.org]; The unemployment rate in the United States was unchanged at 4.1% in January, with a total nonfarm payroll employment increase of 200,000. [Source: www.bls.gov]; The euro area unemployment rate was 8.7% in December 2017, with the lowest rates recorded in the Czech Republic and Germany. [Source: ec.europa.eu]; The Black unemployment rate in the US peaked at 16.0% in 2010 and declined to 8.4% in 2016. [Source: www.bls.gov];\"]"}
+{"batch_x": [4.5, 4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568], "batch_y": [3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5], "batch_x_timestamps_datetime64_ns": [1501545600000000000, 1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000], "batch_y_timestamps_datetime64_ns": [1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000], "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]], "batch_text": "['Available facts are as follows: 2018-03-26: The current unemployment rate in the United States is 4.1% as of the end of 2017. [Source: www.epi.org] 2018-03-19: The number of hires in the US increased to 65.3 million in 2017 from 63.2 million in 2016. [Source: www.bls.gov]; The unemployment rate in the US has decreased, with a rate of 12.9% in the South in 2016. [Source: measureofamerica.org]; US consumer confidence has risen to 62.8 in March 2018, coinciding with low unemployment rates. [Source: www.ipsos.com] 2018-03-12: The unemployment rate in the US has been declining, with the rate falling to its lowest level since 2000 in 2017, at 4.9%. [Source: ides.illinois.gov]; The labor force participation rate in the US is usually around 66-68%, although it has declined over the last decade. [Source: courses.lumenlearning.com]; The U-6 unemployment rate, which includes part-time workers who want full-time work, was 8.5 percent in March 2018. [Source: esdorchardstorage.blob.core.windows.net] 2018-03-05: The unemployment rate in the United States is relatively low, with a rate of approximately 3.00% in the manufacturing industry as of March 2024. [Source: tradingeconomics.com]; The national unemployment rate is back to pre-recession levels, but other labor market health indicators have yet to recover fully. [Source: americanprogress.org];'\n 'Available facts are as follows: 2018-03-26: The current unemployment rate in the United States is 4.1% as of the end of 2017. [Source: www.epi.org] 2018-03-19: The number of hires in the US increased to 65.3 million in 2017 from 63.2 million in 2016. [Source: www.bls.gov]; The unemployment rate in the US has decreased, with a rate of 12.9% in the South in 2016. [Source: measureofamerica.org]; US consumer confidence has risen to 62.8 in March 2018, coinciding with low unemployment rates. [Source: www.ipsos.com] 2018-03-12: The unemployment rate in the US has been declining, with the rate falling to its lowest level since 2000 in 2017, at 4.9%. [Source: ides.illinois.gov]; The labor force participation rate in the US is usually around 66-68%, although it has declined over the last decade. [Source: courses.lumenlearning.com]; The U-6 unemployment rate, which includes part-time workers who want full-time work, was 8.5 percent in March 2018. [Source: esdorchardstorage.blob.core.windows.net] 2018-03-05: The unemployment rate in the United States is relatively low, with a rate of approximately 3.00% in the manufacturing industry as of March 2024. [Source: tradingeconomics.com]; The national unemployment rate is back to pre-recession levels, but other labor market health indicators have yet to recover fully. [Source: americanprogress.org];']"}
+{"batch_x": [4.099999904632568, 3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716], "batch_y": [3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716], "batch_x_timestamps_datetime64_ns": [1504224000000000000, 1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000], "batch_y_timestamps_datetime64_ns": [1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000], "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]], "batch_text": "['Available facts are as follows: 2018-04-23: The unemployment rate in the United States was 4.1 percent at the close of 2017, down by 0.6 percentage point over the year. [Source: www.bls.gov] 2018-04-16: The unemployment rate varies by sex, race, and Hispanic ethnicity, with African Americans experiencing the highest unemployment rate during the Great Depression. [Source: www.history.com] 2018-04-09: In 2017, the median weekly earnings for individuals with a doctoral degree were higher than those with a professional degree, and the unemployment rate for college graduates was 2.1%, compared to 4.3% for high school graduates. [Source: www.bls.gov] 2018-04-02: The unemployment rate in the United States had fallen to 4.1 percent by December 2017. [Source: www.bls.gov]; The total nonfarm payroll employment edged up by 103,000 in March 2018, and the unemployment rate was unchanged at 4.1 percent. [Source: www.bls.gov]; The Federal Open Market Committee (FOMC) sees the risks to the economic outlook as roughly balanced. [Source: www.federalreserve.gov];'\n 'Available facts are as follows: 2018-04-23: The unemployment rate in the United States was 4.1 percent at the close of 2017, down by 0.6 percentage point over the year. [Source: www.bls.gov] 2018-04-16: The unemployment rate varies by sex, race, and Hispanic ethnicity, with African Americans experiencing the highest unemployment rate during the Great Depression. [Source: www.history.com] 2018-04-09: In 2017, the median weekly earnings for individuals with a doctoral degree were higher than those with a professional degree, and the unemployment rate for college graduates was 2.1%, compared to 4.3% for high school graduates. [Source: www.bls.gov] 2018-04-02: The unemployment rate in the United States had fallen to 4.1 percent by December 2017. [Source: www.bls.gov]; The total nonfarm payroll employment edged up by 103,000 in March 2018, and the unemployment rate was unchanged at 4.1 percent. [Source: www.bls.gov]; The Federal Open Market Committee (FOMC) sees the risks to the economic outlook as roughly balanced. [Source: www.federalreserve.gov];']"}
+{"batch_x": [3.9000000953674316, 3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684], "batch_y": [4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432], "batch_x_timestamps_datetime64_ns": [1506816000000000000, 1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000], "batch_y_timestamps_datetime64_ns": [1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000], "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]], "batch_text": "[\"Available facts are as follows: 2018-05-21: The unemployment rate in California hit a record low of 4.2 percent in April. [Source: calmatters.org]; The national unemployment rate is reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate is 4.2 percent as of April. [Source: calmatters.org] 2018-05-14: The African American unemployment rate is at historic lows in 14 states and DC in the first quarter of 2018. [Source: www.epi.org]; The white unemployment rate was lowest in the District of Columbia (1.5 percent) and highest in West Virginia (5.2 percent) in the first quarter of 2018. [Source: www.epi.org]; The US unemployment rate was 3.9 percent in May 2018, with one job opening in the US for every unemployed person looking for a job. [Source: www.rpc.senate.gov]; Tennessee's unemployment rate continued to be at an unprecedented low in April 2018, with a downward movement in the national unemployment rate for the first time in six months. [Source: www.tn.gov] 2018-05-07: The national unemployment rate in 2017 was 4.4 percent. [Source: www.bls.gov]; Hawaii and North Dakota had the lowest unemployment rates in 2017, at 2.4 percent and 2.6 percent, respectively. [Source: www.bls.gov]; The unemployment rate among homeless youth is a concern, as unemployed homeless youth often experience a range of negative outcomes. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate has fallen from a post-recession high of 9.6 percent in 2010 to 4.4 percent in 2017. [Source: www.prb.org] 2018-04-30: The unemployment rate in the United States has hit 3.9%, a rare low, with 164,000 jobs gained in April 2018. [Source: www.nytimes.com, www.nbcnews.com]; The euro area unemployment rate was 8.5% in March 2018, with the lowest rates recorded in the Czech Republic (2.2%), Malta (3.3%), and Germany (3.4%). [Source: ec.europa.eu];\"\n \"Available facts are as follows: 2018-05-21: The unemployment rate in California hit a record low of 4.2 percent in April. [Source: calmatters.org]; The national unemployment rate is reported by the Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate is 4.2 percent as of April. [Source: calmatters.org] 2018-05-14: The African American unemployment rate is at historic lows in 14 states and DC in the first quarter of 2018. [Source: www.epi.org]; The white unemployment rate was lowest in the District of Columbia (1.5 percent) and highest in West Virginia (5.2 percent) in the first quarter of 2018. [Source: www.epi.org]; The US unemployment rate was 3.9 percent in May 2018, with one job opening in the US for every unemployed person looking for a job. [Source: www.rpc.senate.gov]; Tennessee's unemployment rate continued to be at an unprecedented low in April 2018, with a downward movement in the national unemployment rate for the first time in six months. [Source: www.tn.gov] 2018-05-07: The national unemployment rate in 2017 was 4.4 percent. [Source: www.bls.gov]; Hawaii and North Dakota had the lowest unemployment rates in 2017, at 2.4 percent and 2.6 percent, respectively. [Source: www.bls.gov]; The unemployment rate among homeless youth is a concern, as unemployed homeless youth often experience a range of negative outcomes. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate has fallen from a post-recession high of 9.6 percent in 2010 to 4.4 percent in 2017. [Source: www.prb.org] 2018-04-30: The unemployment rate in the United States has hit 3.9%, a rare low, with 164,000 jobs gained in April 2018. [Source: www.nytimes.com, www.nbcnews.com]; The euro area unemployment rate was 8.5% in March 2018, with the lowest rates recorded in the Czech Republic (2.2%), Malta (3.3%), and Germany (3.4%). [Source: ec.europa.eu];\"]"}
+{"batch_x": [3.9000000953674316, 3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137], "batch_y": [4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568], "batch_x_timestamps_datetime64_ns": [1509494400000000000, 1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000], "batch_y_timestamps_datetime64_ns": [1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000], "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]], "batch_text": "['Available facts are as follows: 2018-06-25: As of 2016, unemployment rates in the United States and Colorado were nearing pre-recession levels for all educational levels. [Source: www.kansascityfed.org] 2018-06-18: The global unemployment rate in 2018 was high, with only 22% of the unemployed receiving unemployment benefits in 2016. [Source: unstats.un.org]; In the United States, the unemployment rate had decreased to levels not seen in years, with a satisfaction rate of 12-year high in June 2018. [Source: news.gallup.com]; The long-term unemployment rate in the United States spiked sharply during the financial crisis, with over 40% of the unemployed classified as long-term unemployed. [Source: www.rba.gov.au]; In the United States, the unemployment rate for men and women varied across different age groups, with men having a higher unemployment rate than women in most age groups. [Source: stats.oecd.org] 2018-06-11: The unemployment rate in the United States rose to 4.0 percent in June 2018, with 6.6 million people unemployed. [Source: www.bls.gov] 2018-06-04: The unemployment rate in the United States has continued to drop, with the lowest unemployment rate in nearly 50 years. [Source];'\n 'Available facts are as follows: 2018-06-25: As of 2016, unemployment rates in the United States and Colorado were nearing pre-recession levels for all educational levels. [Source: www.kansascityfed.org] 2018-06-18: The global unemployment rate in 2018 was high, with only 22% of the unemployed receiving unemployment benefits in 2016. [Source: unstats.un.org]; In the United States, the unemployment rate had decreased to levels not seen in years, with a satisfaction rate of 12-year high in June 2018. [Source: news.gallup.com]; The long-term unemployment rate in the United States spiked sharply during the financial crisis, with over 40% of the unemployed classified as long-term unemployed. [Source: www.rba.gov.au]; In the United States, the unemployment rate for men and women varied across different age groups, with men having a higher unemployment rate than women in most age groups. [Source: stats.oecd.org] 2018-06-11: The unemployment rate in the United States rose to 4.0 percent in June 2018, with 6.6 million people unemployed. [Source: www.bls.gov] 2018-06-04: The unemployment rate in the United States has continued to drop, with the lowest unemployment rate in nearly 50 years. [Source];']"}
+{"batch_x": [3.9000000953674316, 4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568], "batch_y": [3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316], "batch_x_timestamps_datetime64_ns": [1512086400000000000, 1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000], "batch_y_timestamps_datetime64_ns": [1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000], "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, 0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2018-07-23: The Unemployment Insurance (UI) program is a partnership between the federal and state governments, with the U.S. Department of Labor overseeing the program. [Source: www.twc.texas.gov]; State and local unemployment rates are up compared to December 2017 and prior-year rates, signaling further tightening of the labor market. [Source: bbmr.baltimorecity.gov]; The decline in the Optional Practical Training (OPT) program in 2017 coincided with low unemployment rates for U.S. workers with a bachelor's degree or higher. [Source: www.pewresearch.org] 2018-07-16: In 2017, the unemployment rate fell to 4.1%. [Source: trumpwhitehouse.archives.gov] 2018-07-09: The unemployment rate for formerly incarcerated people is over 27%, higher than the total U.S. unemployment rate during any historical period. [Source: www.prisonpolicy.org]; The unemployment rate for blacks spiked to a high of 16.8% during the Great Recession of 2007-09. [Source: www.pewresearch.org]; The national labor force participation rate and unemployment rate are measures provided by the BLS. [Source: www.bls.gov]; Among workers experiencing multiple labor market problems, those who experienced unemployment and low earnings had the highest rate below poverty level, at 35.7%. [Source: www.bls.gov]; The unemployment rate has been declining, but worker compensation has not increased accordingly. [Source: www.imf.org] 2018-07-02: The Hispanic-white wage gap has remained wide and relatively unchanged since 1988. [Source: www.epi.org]; The veteran unemployment rate was 3.3% in June 2018. [Source: www.dol.gov]; The youth unemployment rate in the Bronx was 21.5% in 2016. [Source: www.osc.ny.gov]; The unemployment rate in the United States was below 4% in July 2018. [Source: www.imf.org]; The black unemployment rate in the United States has been steadily decreasing, but still remains high. [Source: www.theguardian.com];\"\n \"Available facts are as follows: 2018-07-23: The Unemployment Insurance (UI) program is a partnership between the federal and state governments, with the U.S. Department of Labor overseeing the program. [Source: www.twc.texas.gov]; State and local unemployment rates are up compared to December 2017 and prior-year rates, signaling further tightening of the labor market. [Source: bbmr.baltimorecity.gov]; The decline in the Optional Practical Training (OPT) program in 2017 coincided with low unemployment rates for U.S. workers with a bachelor's degree or higher. [Source: www.pewresearch.org] 2018-07-16: In 2017, the unemployment rate fell to 4.1%. [Source: trumpwhitehouse.archives.gov] 2018-07-09: The unemployment rate for formerly incarcerated people is over 27%, higher than the total U.S. unemployment rate during any historical period. [Source: www.prisonpolicy.org]; The unemployment rate for blacks spiked to a high of 16.8% during the Great Recession of 2007-09. [Source: www.pewresearch.org]; The national labor force participation rate and unemployment rate are measures provided by the BLS. [Source: www.bls.gov]; Among workers experiencing multiple labor market problems, those who experienced unemployment and low earnings had the highest rate below poverty level, at 35.7%. [Source: www.bls.gov]; The unemployment rate has been declining, but worker compensation has not increased accordingly. [Source: www.imf.org] 2018-07-02: The Hispanic-white wage gap has remained wide and relatively unchanged since 1988. [Source: www.epi.org]; The veteran unemployment rate was 3.3% in June 2018. [Source: www.dol.gov]; The youth unemployment rate in the Bronx was 21.5% in 2016. [Source: www.osc.ny.gov]; The unemployment rate in the United States was below 4% in July 2018. [Source: www.imf.org]; The black unemployment rate in the United States has been steadily decreasing, but still remains high. [Source: www.theguardian.com];\"]"}
+{"batch_x": [4.5, 4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316], "batch_y": [3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284], "batch_x_timestamps_datetime64_ns": [1514764800000000000, 1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000], "batch_y_timestamps_datetime64_ns": [1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000], "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]], "batch_text": "['Available facts are as follows: 2018-08-20: The unemployment rate in the United States has declined steadily for almost nine years and is currently at historically low levels, around 3.9% as of July 2018. [Source: www.federalreserve.gov, www.chmura.com] 2018-08-13: The unemployment rate for college graduates is 2.1%, while it is 3.9% for the general population. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate for adults with intellectual disabilities is higher than the general population. [Source: www.specialolympics.org]; Unemployment rates vary by county in the Washington area, with some counties having higher rates than others. [Source: www.bls.gov] 2018-08-06: The U.S. unemployment rate is currently 3.9% as of July 2018. [Source: www.pewresearch.org] 2018-07-30: The national unemployment rate in the United States edged down 0.1 percentage point in August 2018. [Source: trumpwhitehouse.archives.gov]; The lowest unemployment rates in June 2018 were recorded in the Czech Republic (2.4%) and Germany (3.4%). [Source: ec.europa.eu]; In 2017, the unemployment rate in Virginia was 3.7%. [Source: www.bls.gov]; The size of the US unemployment insurance payment was designed to replace 100% of the mean U.S. wage when combined with mean state UI benefits. [Source: voices.uchicago.edu]; Job openings outnumbered the unemployed with 6.7 million job openings in August 2018. [Source: mchenry.house.gov];'\n 'Available facts are as follows: 2018-08-20: The unemployment rate in the United States has declined steadily for almost nine years and is currently at historically low levels, around 3.9% as of July 2018. [Source: www.federalreserve.gov, www.chmura.com] 2018-08-13: The unemployment rate for college graduates is 2.1%, while it is 3.9% for the general population. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate for adults with intellectual disabilities is higher than the general population. [Source: www.specialolympics.org]; Unemployment rates vary by county in the Washington area, with some counties having higher rates than others. [Source: www.bls.gov] 2018-08-06: The U.S. unemployment rate is currently 3.9% as of July 2018. [Source: www.pewresearch.org] 2018-07-30: The national unemployment rate in the United States edged down 0.1 percentage point in August 2018. [Source: trumpwhitehouse.archives.gov]; The lowest unemployment rates in June 2018 were recorded in the Czech Republic (2.4%) and Germany (3.4%). [Source: ec.europa.eu]; In 2017, the unemployment rate in Virginia was 3.7%. [Source: www.bls.gov]; The size of the US unemployment insurance payment was designed to replace 100% of the mean U.S. wage when combined with mean state UI benefits. [Source: voices.uchicago.edu]; Job openings outnumbered the unemployed with 6.7 million job openings in August 2018. [Source: mchenry.house.gov];']"}
+{"batch_x": [4.400000095367432, 4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684], "batch_y": [3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316], "batch_x_timestamps_datetime64_ns": [1517443200000000000, 1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000], "batch_y_timestamps_datetime64_ns": [1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000], "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]], "batch_text": "['Available facts are as follows: 2018-09-24: The U.S. Bureau of Labor Statistics (BLS) added four questions to the May 2017 Contingent Worker Supplement to measure electronically mediated work. [Source: www.bls.gov]; The unemployment rate in the United States is still near the bottom of a deep crater, according to the Economic Policy Institute. [Source: www.epi.org]; The average annual employment in the United States stood at 146.6 million in 2017. [Source: lmi.workforcewv.org] 2018-09-17: The unemployment rate in the United States stood at 3.9 percent in August 2018, which is the same as in July, and the lowest rate since 2000 was 3.8 percent in May. [Source: www.bls.gov] 2018-09-10: Objective facts about the Economics situation:Poverty and unemployment rates vary geographically across the United States. [Source: aspe.hhs.gov]The U.S. Bureau of Labor Statistics produces employment statistics for the United States based on a monthly survey. [Source: www.abc.org]Deaf and hearing people have unemployment rates of 3.8% and 3.4%, respectively. [Source: nationaldeafcenter.org]The Annual Social and Economic Supplement is used to calculate the monthly unemployment rate estimates. [Source: www.census.gov]Reemployment rates respond to changes in the total unemployment rate. [Source: oui.doleta.gov]Unemployment risk can be projected by conditioning on both financial conditions and the level of the unemployment rate. [Source: www.federalreserve.gov] 2018-09-03: The total nonfarm payroll employment increased by 201,000 in August 2018, and the unemployment rate was unchanged at 3.9 percent. [Source: www.bls.gov]; Mountain Brook has an unemployment rate of 85.1%. [Source: www.mtnbrook.org]; The US Census Bureau provided county-level data sets on urban-rural classification, income, unemployment, and educational attainment. [Source: www.ncbi.nlm.nih.gov]; There are 50 US counties with the highest unemployment rates, with Merced County, California, and Kern County, California, tied for 50th place. [Source: www.usatoday.com]; The monthly unemployment rate of women in the U.S. from July 2017 to July 2018 is available. [Source: www.statista.com]; Wake County has an unemployment rate of 3.7%. [Source: raleigh-wake.org];'\n 'Available facts are as follows: 2018-09-24: The U.S. Bureau of Labor Statistics (BLS) added four questions to the May 2017 Contingent Worker Supplement to measure electronically mediated work. [Source: www.bls.gov]; The unemployment rate in the United States is still near the bottom of a deep crater, according to the Economic Policy Institute. [Source: www.epi.org]; The average annual employment in the United States stood at 146.6 million in 2017. [Source: lmi.workforcewv.org] 2018-09-17: The unemployment rate in the United States stood at 3.9 percent in August 2018, which is the same as in July, and the lowest rate since 2000 was 3.8 percent in May. [Source: www.bls.gov] 2018-09-10: Objective facts about the Economics situation:Poverty and unemployment rates vary geographically across the United States. [Source: aspe.hhs.gov]The U.S. Bureau of Labor Statistics produces employment statistics for the United States based on a monthly survey. [Source: www.abc.org]Deaf and hearing people have unemployment rates of 3.8% and 3.4%, respectively. [Source: nationaldeafcenter.org]The Annual Social and Economic Supplement is used to calculate the monthly unemployment rate estimates. [Source: www.census.gov]Reemployment rates respond to changes in the total unemployment rate. [Source: oui.doleta.gov]Unemployment risk can be projected by conditioning on both financial conditions and the level of the unemployment rate. [Source: www.federalreserve.gov] 2018-09-03: The total nonfarm payroll employment increased by 201,000 in August 2018, and the unemployment rate was unchanged at 3.9 percent. [Source: www.bls.gov]; Mountain Brook has an unemployment rate of 85.1%. [Source: www.mtnbrook.org]; The US Census Bureau provided county-level data sets on urban-rural classification, income, unemployment, and educational attainment. [Source: www.ncbi.nlm.nih.gov]; There are 50 US counties with the highest unemployment rates, with Merced County, California, and Kern County, California, tied for 50th place. [Source: www.usatoday.com]; The monthly unemployment rate of women in the U.S. from July 2017 to July 2018 is available. [Source: www.statista.com]; Wake County has an unemployment rate of 3.7%. [Source: raleigh-wake.org];']"}
+{"batch_x": [4.099999904632568, 3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5], "batch_y": [3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284], "batch_x_timestamps_datetime64_ns": [1519862400000000000, 1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000], "batch_y_timestamps_datetime64_ns": [1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000], "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]], "batch_text": "['Available facts are as follows: 2018-10-22: The US unemployment rate is currently at approximately 3.7% [Source: www.dallasfed.org]; The Job Openings and Labor Turnover Survey (JOLTS) produces data series for job openings and labor turnover rates [Source: www.bls.gov]; The United States recently experienced record highs in total volunteer hours and charitable dollars given to community organizations [Source: dogood.umd.edu] 2018-10-15: The unemployment rate for people ages 45 to 54 is 2.7 percent, while for those aged 25 to 34 it is 8.3 percent. [Source: www.bls.gov]; Job openings reached a new high in 2017, with hires and quits also increasing. [Source: www.bls.gov]; The IMF has raised concerns about fiscal stability in the United States despite record low unemployment rates. [Source: www.pgpf.org] 2018-10-08: The unemployment rate in the United States has been declining, with rates below the national average in many states, allowing businesses to qualify for tax credits. [Source: www.apprenticeship.gov]; The Federal-State Unemployment Insurance Program provides unemployment benefits to eligible individuals who have worked in a state during a specific period. [Source: www.benefits.gov]; The labor force participation rate in the United States has been declining, with major causes including demographic changes and a decline in participation among prime-age workers. [Source: www.bls.gov] 2018-10-01: The unemployment rate in the United States dropped to 3.7% in September 2018, the lowest it has been since December 1969. [Source: trumpwhitehouse.archives.gov, www.npr.org, www.pbs.org, www.marketplace.org, www.washingtonpost.com, www.marketwatch.com];'\n 'Available facts are as follows: 2018-10-22: The US unemployment rate is currently at approximately 3.7% [Source: www.dallasfed.org]; The Job Openings and Labor Turnover Survey (JOLTS) produces data series for job openings and labor turnover rates [Source: www.bls.gov]; The United States recently experienced record highs in total volunteer hours and charitable dollars given to community organizations [Source: dogood.umd.edu] 2018-10-15: The unemployment rate for people ages 45 to 54 is 2.7 percent, while for those aged 25 to 34 it is 8.3 percent. [Source: www.bls.gov]; Job openings reached a new high in 2017, with hires and quits also increasing. [Source: www.bls.gov]; The IMF has raised concerns about fiscal stability in the United States despite record low unemployment rates. [Source: www.pgpf.org] 2018-10-08: The unemployment rate in the United States has been declining, with rates below the national average in many states, allowing businesses to qualify for tax credits. [Source: www.apprenticeship.gov]; The Federal-State Unemployment Insurance Program provides unemployment benefits to eligible individuals who have worked in a state during a specific period. [Source: www.benefits.gov]; The labor force participation rate in the United States has been declining, with major causes including demographic changes and a decline in participation among prime-age workers. [Source: www.bls.gov] 2018-10-01: The unemployment rate in the United States dropped to 3.7% in September 2018, the lowest it has been since December 1969. [Source: trumpwhitehouse.archives.gov, www.npr.org, www.pbs.org, www.marketplace.org, www.washingtonpost.com, www.marketwatch.com];']"}
+{"batch_x": [3.700000047683716, 3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5], "batch_y": [3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0], "batch_x_timestamps_datetime64_ns": [1522540800000000000, 1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000], "batch_y_timestamps_datetime64_ns": [1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000], "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]], "batch_text": "['Available facts are as follows: 2018-11-19: The national unemployment rate in the United States is 3.7% as of 2018. [Source: finance.yahoo.com]; The unemployment rate in Canada is at a 40-year low as of 2018. [Source: www.budget.canada.ca] 2018-11-12: The unemployment rate in the United States is a significant concern, with CARDIA participants experiencing 2-3 times higher unemployment rates than the national average. [Source: www.ncbi.nlm.nih.gov]; The U.S. Bureau of Labor Statistics collects information on alternative employment arrangements, which can affect unemployment rates. [Source: www.bls.gov]; The unemployment rate can be influenced by various factors, making it challenging to forecast. [Source: www.kansascityfed.org] 2018-11-05: The rural unemployment rate in the United States peaked at 10.3 percent in 2010 and has declined since then. [Source: www.ers.usda.gov]; The unemployment rate for rural veterans has also declined since peaking at 10.3 percent in 2010. [Source: www.ers.usda.gov]; The unemployment rates for African Americans and Asian Americans have hit all-time lows. [Source: ht.usembassy.gov]; The U.S. unemployment rate is currently at 2.9%. [Source: blog.equinix.com] 2018-10-29: The U.S. economy created 250,000 jobs in October 2018, beating expectations, and the unemployment rate was at 3.7%. [Source: trumpwhitehouse.archives.gov, www.nytimes.com];'\n 'Available facts are as follows: 2018-11-19: The national unemployment rate in the United States is 3.7% as of 2018. [Source: finance.yahoo.com]; The unemployment rate in Canada is at a 40-year low as of 2018. [Source: www.budget.canada.ca] 2018-11-12: The unemployment rate in the United States is a significant concern, with CARDIA participants experiencing 2-3 times higher unemployment rates than the national average. [Source: www.ncbi.nlm.nih.gov]; The U.S. Bureau of Labor Statistics collects information on alternative employment arrangements, which can affect unemployment rates. [Source: www.bls.gov]; The unemployment rate can be influenced by various factors, making it challenging to forecast. [Source: www.kansascityfed.org] 2018-11-05: The rural unemployment rate in the United States peaked at 10.3 percent in 2010 and has declined since then. [Source: www.ers.usda.gov]; The unemployment rate for rural veterans has also declined since peaking at 10.3 percent in 2010. [Source: www.ers.usda.gov]; The unemployment rates for African Americans and Asian Americans have hit all-time lows. [Source: ht.usembassy.gov]; The U.S. unemployment rate is currently at 2.9%. [Source: blog.equinix.com] 2018-10-29: The U.S. economy created 250,000 jobs in October 2018, beating expectations, and the unemployment rate was at 3.7%. [Source: trumpwhitehouse.archives.gov, www.nytimes.com];']"}
+{"batch_x": [3.5999999046325684, 4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716], "batch_y": [4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284], "batch_x_timestamps_datetime64_ns": [1525132800000000000, 1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000], "batch_y_timestamps_datetime64_ns": [1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000], "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]], "batch_text": "[\"Available facts are as follows: 2018-12-24: The unemployment rate for formerly incarcerated people in the US is 27 percent, significantly higher than the overall US unemployment rate. [Source: www.prisonpolicy.org]; The overall US unemployment rate is 3.7 percent, while Florida's unemployment rate is 3.3 percent. [Source: edr.state.fl.us]; Unemployment rates have dropped in every Tennessee county, with Lauderdale County having the highest jobless rate in the state. [Source: www.tn.gov]; The unemployment rate by race/ethnicity shows significant disparities, with Asian Americans having the lowest rate and Black or African Americans having the highest rate. [Source: www.actrochester.org] 2018-12-17: The unemployment rate is a crucial factor in determining the economic situation of a state or country. [Source: www.regulations.gov, www.bls.gov, irle.berkeley.edu, www.maine.gov, www.ibrc.indiana.edu]; The United States' primary source for criminal justice statistics is the Bureau of Justice Statistics (BJS). [Source: bjs.ojp.gov]; The post-Great Recession recovery has led to unequal income growth since the 1970s, causing America to move towards higher levels of inequality. [Source: www.epi.org]; The 2008 Financial Crisis led to a significant increase in the unemployment rate, with a peak of 9.8% in 2010. [Source: www.hoover.org] 2018-12-10: The official unemployment rate in the United States was 3.9% in December 2018, with 6.3 million unemployed people among the 163.2 million people in the labor force. [Source: www.bls.gov]; The U-6 unemployment rate, which includes people who are marginally attached to the labor force and those working part-time for economic reasons, was not specified but is typically higher than the official unemployment rate. [Source: www.bls.gov] 2018-12-03: The veteran unemployment rate was 3.1 percent in November 2018. [Source: www.dol.gov]; The State of New York provides information on unemployment and certification of weekly unemployment insurance benefits. [Source: www.ny.gov]; A one-percentage point increase in the unemployment rate is associated with a 1.5% increase in the cost per discharge by payer in the United States. [Source: www.ncbi.nlm.nih.gov]; The Economic Policy Institute provides monthly analysis of the Bureau of Labor Statistics' states employment report and quarterly analysis of state unemployment rates by race and ethnicity. [Source: www.epi.org]; The national unemployment rate is a key indicator of the state of the labor market and the overall economy. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2018-12-24: The unemployment rate for formerly incarcerated people in the US is 27 percent, significantly higher than the overall US unemployment rate. [Source: www.prisonpolicy.org]; The overall US unemployment rate is 3.7 percent, while Florida's unemployment rate is 3.3 percent. [Source: edr.state.fl.us]; Unemployment rates have dropped in every Tennessee county, with Lauderdale County having the highest jobless rate in the state. [Source: www.tn.gov]; The unemployment rate by race/ethnicity shows significant disparities, with Asian Americans having the lowest rate and Black or African Americans having the highest rate. [Source: www.actrochester.org] 2018-12-17: The unemployment rate is a crucial factor in determining the economic situation of a state or country. [Source: www.regulations.gov, www.bls.gov, irle.berkeley.edu, www.maine.gov, www.ibrc.indiana.edu]; The United States' primary source for criminal justice statistics is the Bureau of Justice Statistics (BJS). [Source: bjs.ojp.gov]; The post-Great Recession recovery has led to unequal income growth since the 1970s, causing America to move towards higher levels of inequality. [Source: www.epi.org]; The 2008 Financial Crisis led to a significant increase in the unemployment rate, with a peak of 9.8% in 2010. [Source: www.hoover.org] 2018-12-10: The official unemployment rate in the United States was 3.9% in December 2018, with 6.3 million unemployed people among the 163.2 million people in the labor force. [Source: www.bls.gov]; The U-6 unemployment rate, which includes people who are marginally attached to the labor force and those working part-time for economic reasons, was not specified but is typically higher than the official unemployment rate. [Source: www.bls.gov] 2018-12-03: The veteran unemployment rate was 3.1 percent in November 2018. [Source: www.dol.gov]; The State of New York provides information on unemployment and certification of weekly unemployment insurance benefits. [Source: www.ny.gov]; A one-percentage point increase in the unemployment rate is associated with a 1.5% increase in the cost per discharge by payer in the United States. [Source: www.ncbi.nlm.nih.gov]; The Economic Policy Institute provides monthly analysis of the Bureau of Labor Statistics' states employment report and quarterly analysis of state unemployment rates by race and ethnicity. [Source: www.epi.org]; The national unemployment rate is a key indicator of the state of the labor market and the overall economy. [Source: www.bls.gov];\"]"}
+{"batch_x": [4.199999809265137, 4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432], "batch_y": [4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284], "batch_x_timestamps_datetime64_ns": [1527811200000000000, 1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000], "batch_y_timestamps_datetime64_ns": [1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000], "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]], "batch_text": "['Available facts are as follows: 2019-01-21: The national unemployment rate in the United States saw an uptick to 3.9% in December. [Source: www.tn.gov]; The overall unemployment rate in the United States is 3.8%, matching the lowest rate in 50 years. [Source: www.heritage.org] 2019-01-14: As of January 2019, the US national unemployment rate was 4.0 percent, up from 4.1 percent in January 2018. [Source: www.tn.gov]; Pulaski County, Missouri, has an unemployment rate of 2.70%, lower than the US average of 3.4%. [Source: installations.militaryonesource.mil]; Shelby County, Tennessee, has an unemployment rate of 4.6% as of March 2023. [Source: installations.militaryonesource.mil] 2019-01-07: The unemployment rate in the US has been declining, with a rate of 4% in Florida and 0.4 percentage point higher than Hawaii and Iowa, which tied for the lowest rate in the country. [Source: edr.state.fl.us, www.kansascityfed.org] 2018-12-31: The unemployment rate in the United States rose to 3.9 percent in December 2018, with a total nonfarm payroll employment increase of 312,000. [Source: www.bls.gov];'\n 'Available facts are as follows: 2019-01-21: The national unemployment rate in the United States saw an uptick to 3.9% in December. [Source: www.tn.gov]; The overall unemployment rate in the United States is 3.8%, matching the lowest rate in 50 years. [Source: www.heritage.org] 2019-01-14: As of January 2019, the US national unemployment rate was 4.0 percent, up from 4.1 percent in January 2018. [Source: www.tn.gov]; Pulaski County, Missouri, has an unemployment rate of 2.70%, lower than the US average of 3.4%. [Source: installations.militaryonesource.mil]; Shelby County, Tennessee, has an unemployment rate of 4.6% as of March 2023. [Source: installations.militaryonesource.mil] 2019-01-07: The unemployment rate in the US has been declining, with a rate of 4% in Florida and 0.4 percentage point higher than Hawaii and Iowa, which tied for the lowest rate in the country. [Source: edr.state.fl.us, www.kansascityfed.org] 2018-12-31: The unemployment rate in the United States rose to 3.9 percent in December 2018, with a total nonfarm payroll employment increase of 312,000. [Source: www.bls.gov];']"}
+{"batch_x": [4.099999904632568, 3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568], "batch_y": [3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284], "batch_x_timestamps_datetime64_ns": [1530403200000000000, 1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000], "batch_y_timestamps_datetime64_ns": [1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000], "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]], "batch_text": "[\"Available facts are as follows: 2019-02-18: The total unemployment rate is a concern, with inflows to unemployment and outflows from unemployment being monitored in countries like Germany, Italy, Japan, and the United States. [Source: webapps.ilo.org]; The U.S. economy has seen a fall in the unemployment rate, but wage inequality continues to be a problem. [Source: www.epi.org]; Prior work experience and on-the-job training are required for many occupations, such as accountants, with 84.3% requiring experience and 68.3% requiring training. [Source: www.bls.gov]; The number of people with master's and doctoral degrees in the U.S. has doubled, with 13.1% of adults holding such degrees in 2018, up from 8.6% in 2000. [Source: www.census.gov] 2019-02-11: Butler County had the lowest unemployment rate in the Pittsburgh, PA Metropolitan Statistical Area, at 3.6 percent, in December 2018. [Source: www.bls.gov] 2019-02-04: The federal minimum wage in the United States was last increased in 1968, and raising it to $15 by 2024 would lift pay for nearly 40 million workers. [Source: www.epi.org]; The unemployment rate in Texas remains low, with the state leading the nation in job creation and boasting the fastest-growing economy in America. [Source: gov.texas.gov]; The Federal Reserve Board has released scenarios for 2019, including one where the U.S. unemployment rate rises by more than 6 percentage points to 10 percent. [Source: www.federalreserve.gov] 2019-01-28: The 2018 black unemployment rate was the lowest it has been since the Bureau of Labor Statistics began reporting it in 1972. [Source: www.epi.org]; Total nonfarm payroll employment increased by 304,000 in January 2019, and the unemployment rate edged up to 4.0 percent. [Source: www.bls.gov]; The unemployment rate is at its lowest level in records going back more than 40 years in Canada. [Source: www.bankofcanada.ca];\"\n \"Available facts are as follows: 2019-02-18: The total unemployment rate is a concern, with inflows to unemployment and outflows from unemployment being monitored in countries like Germany, Italy, Japan, and the United States. [Source: webapps.ilo.org]; The U.S. economy has seen a fall in the unemployment rate, but wage inequality continues to be a problem. [Source: www.epi.org]; Prior work experience and on-the-job training are required for many occupations, such as accountants, with 84.3% requiring experience and 68.3% requiring training. [Source: www.bls.gov]; The number of people with master's and doctoral degrees in the U.S. has doubled, with 13.1% of adults holding such degrees in 2018, up from 8.6% in 2000. [Source: www.census.gov] 2019-02-11: Butler County had the lowest unemployment rate in the Pittsburgh, PA Metropolitan Statistical Area, at 3.6 percent, in December 2018. [Source: www.bls.gov] 2019-02-04: The federal minimum wage in the United States was last increased in 1968, and raising it to $15 by 2024 would lift pay for nearly 40 million workers. [Source: www.epi.org]; The unemployment rate in Texas remains low, with the state leading the nation in job creation and boasting the fastest-growing economy in America. [Source: gov.texas.gov]; The Federal Reserve Board has released scenarios for 2019, including one where the U.S. unemployment rate rises by more than 6 percentage points to 10 percent. [Source: www.federalreserve.gov] 2019-01-28: The 2018 black unemployment rate was the lowest it has been since the Bureau of Labor Statistics began reporting it in 1972. [Source: www.epi.org]; Total nonfarm payroll employment increased by 304,000 in January 2019, and the unemployment rate edged up to 4.0 percent. [Source: www.bls.gov]; The unemployment rate is at its lowest level in records going back more than 40 years in Canada. [Source: www.bankofcanada.ca];\"]"}
+{"batch_x": [3.9000000953674316, 3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316], "batch_y": [3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284], "batch_x_timestamps_datetime64_ns": [1533081600000000000, 1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000], "batch_y_timestamps_datetime64_ns": [1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000], "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]], "batch_text": "[\"Available facts are as follows: 2019-03-25: Utah's unemployment rate has hit a historical low of 1.9%, a rate never seen before in Utah or the United States as a whole. The U.S. unemployment rate stands at 3.9%. [Source: thechamber.org]; In 2018, 80.4 million workers age 16 and older in the United States were paid at hourly rates, representing 58.3 percent of all wage and salary workers. [Source: www.bls.gov]; The West Palm Beach area had an increase of 10,400 new private-sector jobs in the past year, with an unemployment rate not specified. [Source: www.flgov.com]; The average number of jobs per month in the fiscal year 2018 was 219,000, with the unemployment rate decreasing by the end of the fiscal year. [Source: fiscal.treasury.gov] 2019-03-18: The unemployment rate is currently low, with a rate of 3.3% among women. [Source: trumpwhitehouse.archives.gov]; The labor market is the strongest it has been in decades, with a low unemployment rate. [Source: trumpwhitehouse.archives.gov]; Income per capita has steadily grown in the United States. [Source: worldhappiness.report]; The violent crime rate is low in the United States. [Source: worldhappiness.report] 2019-03-11: The unemployment rate in Washington state was available from Jan 1976 to Mar 2024, with data downloadable from FRED, St. Louis Fed. [Source: fred.stlouisfed.org]; The U.S. Bureau of Labor Statistics implemented 2010 Census-based delineations for Federal Statistical Areas on March 17, 2015, and reconstructed civilian labor force and unemployment data back to the beginning of the series. [Source: www.bls.gov]; Reentrants to the labor force accounted for 32.2 percent of total unemployed in the United States as of March 15, 2019. [Source: www.bls.gov] 2019-03-04: Total nonfarm payroll employment changed little in February (+20,000), and the unemployment rate declined to 3.8 percent. [Source: www.bls.gov]; A 1 percentage point increase in the state unemployment rate is associated with a 0.6 percentage point decrease in employer skill requirements. [Source: econofact.org]; The civilian unemployment rate can be retrieved from FRED, Federal Reserve Bank of St. Louis. [Source: www.federalreserve.gov]; Women and underrepresented minorities constituted a substantial portion of the U.S. population ages 18–64 years old in 2017. [Source: ncses.nsf.gov]; Over 40% of Indian families on the Standing Rock Sioux Tribe Reservation live in poverty, more than triple the average U.S. poverty rate. [Source: www.congress.gov];\"\n \"Available facts are as follows: 2019-03-25: Utah's unemployment rate has hit a historical low of 1.9%, a rate never seen before in Utah or the United States as a whole. The U.S. unemployment rate stands at 3.9%. [Source: thechamber.org]; In 2018, 80.4 million workers age 16 and older in the United States were paid at hourly rates, representing 58.3 percent of all wage and salary workers. [Source: www.bls.gov]; The West Palm Beach area had an increase of 10,400 new private-sector jobs in the past year, with an unemployment rate not specified. [Source: www.flgov.com]; The average number of jobs per month in the fiscal year 2018 was 219,000, with the unemployment rate decreasing by the end of the fiscal year. [Source: fiscal.treasury.gov] 2019-03-18: The unemployment rate is currently low, with a rate of 3.3% among women. [Source: trumpwhitehouse.archives.gov]; The labor market is the strongest it has been in decades, with a low unemployment rate. [Source: trumpwhitehouse.archives.gov]; Income per capita has steadily grown in the United States. [Source: worldhappiness.report]; The violent crime rate is low in the United States. [Source: worldhappiness.report] 2019-03-11: The unemployment rate in Washington state was available from Jan 1976 to Mar 2024, with data downloadable from FRED, St. Louis Fed. [Source: fred.stlouisfed.org]; The U.S. Bureau of Labor Statistics implemented 2010 Census-based delineations for Federal Statistical Areas on March 17, 2015, and reconstructed civilian labor force and unemployment data back to the beginning of the series. [Source: www.bls.gov]; Reentrants to the labor force accounted for 32.2 percent of total unemployed in the United States as of March 15, 2019. [Source: www.bls.gov] 2019-03-04: Total nonfarm payroll employment changed little in February (+20,000), and the unemployment rate declined to 3.8 percent. [Source: www.bls.gov]; A 1 percentage point increase in the state unemployment rate is associated with a 0.6 percentage point decrease in employer skill requirements. [Source: econofact.org]; The civilian unemployment rate can be retrieved from FRED, Federal Reserve Bank of St. Louis. [Source: www.federalreserve.gov]; Women and underrepresented minorities constituted a substantial portion of the U.S. population ages 18–64 years old in 2017. [Source: ncses.nsf.gov]; Over 40% of Indian families on the Standing Rock Sioux Tribe Reservation live in poverty, more than triple the average U.S. poverty rate. [Source: www.congress.gov];\"]"}
+{"batch_x": [3.5999999046325684, 3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284], "batch_y": [3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316], "batch_x_timestamps_datetime64_ns": [1535760000000000000, 1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000], "batch_y_timestamps_datetime64_ns": [1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000], "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]], "batch_text": "['Available facts are as follows: 2019-04-22: The unemployment rate in the United States was 3.8 percent in February 2019. [Source: advocacy.sba.gov]; The unemployment rate for recent high school graduates was reported in April 2019. [Source: www.bls.gov]; The unemployment rate hit an 11-year low in 2019. [Source: www.arts.gov]; The unemployment rate in January 1994 was 6.6%. [Source: econedlink.org] 2019-04-15: The unemployment rate in the United States was 3.6% in April 2019, the lowest since 1969 [Source: U.S. Bureau of Labor Statistics]. 2019-04-08: The unemployment rate in the United States had already been cut in half before the tax cuts in 2019 [Source: www.jec.senate.gov].; In 2017, young workers were more likely to be poor than workers in older age groups due to lower earnings and higher unemployment rates [Source: www.bls.gov].; The mean unemployment expectations in the US remained unchanged at 37.2% in March 2019 [Source: www.newyorkfed.org].; The US economy had a record high rate of job vacancies and the lowest unemployment rate in nearly fifty years in 2019 [Source: www.piie.com]. 2019-04-01: The unemployment rate in the United States has been declining, with a strong labor market. [Source: trumpwhitehouse.archives.gov]; In the fourth quarter of 2018, the Hispanic unemployment rate was highest in Washington (7.5 percent), Pennsylvania (7.1 percent), and Arizona (6.3 percent). [Source: www.epi.org]; The unemployment rate in New York City is at its lowest since the New York State Department of Labor began publishing unemployment rates by borough. [Source: www.osc.ny.gov];'\n 'Available facts are as follows: 2019-04-22: The unemployment rate in the United States was 3.8 percent in February 2019. [Source: advocacy.sba.gov]; The unemployment rate for recent high school graduates was reported in April 2019. [Source: www.bls.gov]; The unemployment rate hit an 11-year low in 2019. [Source: www.arts.gov]; The unemployment rate in January 1994 was 6.6%. [Source: econedlink.org] 2019-04-15: The unemployment rate in the United States was 3.6% in April 2019, the lowest since 1969 [Source: U.S. Bureau of Labor Statistics]. 2019-04-08: The unemployment rate in the United States had already been cut in half before the tax cuts in 2019 [Source: www.jec.senate.gov].; In 2017, young workers were more likely to be poor than workers in older age groups due to lower earnings and higher unemployment rates [Source: www.bls.gov].; The mean unemployment expectations in the US remained unchanged at 37.2% in March 2019 [Source: www.newyorkfed.org].; The US economy had a record high rate of job vacancies and the lowest unemployment rate in nearly fifty years in 2019 [Source: www.piie.com]. 2019-04-01: The unemployment rate in the United States has been declining, with a strong labor market. [Source: trumpwhitehouse.archives.gov]; In the fourth quarter of 2018, the Hispanic unemployment rate was highest in Washington (7.5 percent), Pennsylvania (7.1 percent), and Arizona (6.3 percent). [Source: www.epi.org]; The unemployment rate in New York City is at its lowest since the New York State Department of Labor began publishing unemployment rates by borough. [Source: www.osc.ny.gov];']"}
+{"batch_x": [3.5, 3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316], "batch_y": [3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0], "batch_x_timestamps_datetime64_ns": [1538352000000000000, 1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000], "batch_y_timestamps_datetime64_ns": [1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000], "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]], "batch_text": "['Available facts are as follows: 2019-05-20: The unemployment rate in the United States declined to a 49-year low of 3.8% in 2018. [Source: www.bls.gov]; The labor force participation rate for people ages 16 to 24 has remained fairly flat since 2018. [Source: www.bls.gov]; Wages in Ames, Iowa, grew by 14.4% between 2013 and 2017, compared with 10.7% for the U.S. [Source: www.npr.org]; The unemployment rate for youth in South Korea has not improved since the economic depression in 2008, unlike in the United States and other OECD countries. [Source: www.cipe.org] 2019-05-13: The unemployment rate in the US was unchanged at 3.6 percent in May 2019, and the number of people who were unemployed was little changed. [Source: www.bls.gov] 2019-05-06: The US unemployment rate is currently lower than at any point since 1969. [Source: www.weforum.org]; The US Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; The goal of government agencies is to develop ways to alleviate the economic and psychological costs of unemployment. [Source: www.bls.gov]; The labor-force participation rate, unemployment rate, and duration of unemployment for the United States are measured by the Federal Reserve. [Source: www.federalreserve.gov]; The US unemployment rate has gotten so low that most Americans were not alive the last time it was at this level. [Source: www.presidency.ucsb.edu] 2019-04-29: The unemployment rate in the United States fell to 3.6% in April 2019, the lowest rate in nearly half a century. [Source: trumpwhitehouse.archives.gov, www.washingtonpost.com];'\n 'Available facts are as follows: 2019-05-20: The unemployment rate in the United States declined to a 49-year low of 3.8% in 2018. [Source: www.bls.gov]; The labor force participation rate for people ages 16 to 24 has remained fairly flat since 2018. [Source: www.bls.gov]; Wages in Ames, Iowa, grew by 14.4% between 2013 and 2017, compared with 10.7% for the U.S. [Source: www.npr.org]; The unemployment rate for youth in South Korea has not improved since the economic depression in 2008, unlike in the United States and other OECD countries. [Source: www.cipe.org] 2019-05-13: The unemployment rate in the US was unchanged at 3.6 percent in May 2019, and the number of people who were unemployed was little changed. [Source: www.bls.gov] 2019-05-06: The US unemployment rate is currently lower than at any point since 1969. [Source: www.weforum.org]; The US Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; The goal of government agencies is to develop ways to alleviate the economic and psychological costs of unemployment. [Source: www.bls.gov]; The labor-force participation rate, unemployment rate, and duration of unemployment for the United States are measured by the Federal Reserve. [Source: www.federalreserve.gov]; The US unemployment rate has gotten so low that most Americans were not alive the last time it was at this level. [Source: www.presidency.ucsb.edu] 2019-04-29: The unemployment rate in the United States fell to 3.6% in April 2019, the lowest rate in nearly half a century. [Source: trumpwhitehouse.archives.gov, www.washingtonpost.com];']"}
+{"batch_x": [3.5, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284], "batch_y": [4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284], "batch_x_timestamps_datetime64_ns": [1541030400000000000, 1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000], "batch_y_timestamps_datetime64_ns": [1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000], "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]], "batch_text": "[\"Available facts are as follows: 2019-06-24: The national unemployment rate in May 2019 was 3.6 percent, matching the lowest rate since 1969. [Source: trumpwhitehouse.archives.gov]; The U.S. economy added nearly 6 million jobs since January of 2017. [Source: www.doi.gov]; In 2018, more than 43 million people in the United States held a professional certification or license. [Source: www.bls.gov] 2019-06-17: The current unemployment rate in the United States is not specified in the search results, but there are mentions of unemployment rates in specific contexts, such as the unemployment rate in Palestine being 31% in 2019 [Source: www.ncbi.nlm.nih.gov]. 2019-06-10: The official unemployment rate in the United States was little changed at 3.7 percent in June 2019, according to the U.S. Bureau of Labor Statistics. [Source] 2019-06-03: The United States' longest economic expansion is currently tied with the longest in U.S. history, at 120 months. [Source: crsreports.congress.gov]; The unemployment rate in the United States remained remarkably low at 3.6% as of June 2019. [Source: www.jec.senate.gov];\"\n \"Available facts are as follows: 2019-06-24: The national unemployment rate in May 2019 was 3.6 percent, matching the lowest rate since 1969. [Source: trumpwhitehouse.archives.gov]; The U.S. economy added nearly 6 million jobs since January of 2017. [Source: www.doi.gov]; In 2018, more than 43 million people in the United States held a professional certification or license. [Source: www.bls.gov] 2019-06-17: The current unemployment rate in the United States is not specified in the search results, but there are mentions of unemployment rates in specific contexts, such as the unemployment rate in Palestine being 31% in 2019 [Source: www.ncbi.nlm.nih.gov]. 2019-06-10: The official unemployment rate in the United States was little changed at 3.7 percent in June 2019, according to the U.S. Bureau of Labor Statistics. [Source] 2019-06-03: The United States' longest economic expansion is currently tied with the longest in U.S. history, at 120 months. [Source: crsreports.congress.gov]; The unemployment rate in the United States remained remarkably low at 3.6% as of June 2019. [Source: www.jec.senate.gov];\"]"}
+{"batch_x": [3.700000047683716, 4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0], "batch_y": [3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5], "batch_x_timestamps_datetime64_ns": [1543622400000000000, 1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000], "batch_y_timestamps_datetime64_ns": [1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000], "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, 0.5, -0.5, -0.33561643958091736]], "batch_text": "['Available facts are as follows: 2019-07-22: The researchers found that an increase in the price of U.S. exports to China of 25% (an approximation of the impact of retaliatory tariffs by China) would cause unemployment rates to rise [Source: news.umich.edu].; The employment gap between deaf and hearing individuals in the United States is wide and statistically significant [Source: www.deafjobwizard.com].; Black workers had the highest unemployment rate nationally, at 6.7 percent, according to the latest quarterly report on state unemployment rates by race and ethnicity [Source: www.epi.org]. 2019-07-15: The unemployment rate in Arizona is higher than the US average, but this is due to a growing labor force. [Source: azmirror.com]; The US Bureau of Labor Statistics will publish the annual benchmark revision to establishment survey employment data with the February 2, 2024 release of the CES report. [Source: www.bls.gov]; The average unemployment rate in Latin America is almost 3 percentage points higher than in the U.S. and Canada. [Source: www.imf.org] 2019-07-08: The unemployment rate in the United States is 3.7%, near its lowest level in almost 50 years. [Source: www.nytimes.com]; In 14 states, the percentage of women who are unsheltered outpaces the percentage of men, and unemployment rates vary by state. [Source: endhomelessness.org]; The Oglala Lakota County, which is entirely within the Oglala Sioux Tribe Reservation, has over 51.9% of its population below the poverty line. [Source: www.congress.gov] 2019-07-01: The US initial claims for unemployment insurance is at a current level of 222,000, down from 232,000 last week and down from 231,000 one year ago. [Source: ycharts.com]; Total nonfarm payroll employment increased by 224,000 in June, and the unemployment rate was little changed at 3.7 percent, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The United States economy added 224,000 new jobs in June, with a historic low unemployment rate of 3.7 percent. [Source: trumpwhitehouse.archives.gov];'\n 'Available facts are as follows: 2019-07-22: The researchers found that an increase in the price of U.S. exports to China of 25% (an approximation of the impact of retaliatory tariffs by China) would cause unemployment rates to rise [Source: news.umich.edu].; The employment gap between deaf and hearing individuals in the United States is wide and statistically significant [Source: www.deafjobwizard.com].; Black workers had the highest unemployment rate nationally, at 6.7 percent, according to the latest quarterly report on state unemployment rates by race and ethnicity [Source: www.epi.org]. 2019-07-15: The unemployment rate in Arizona is higher than the US average, but this is due to a growing labor force. [Source: azmirror.com]; The US Bureau of Labor Statistics will publish the annual benchmark revision to establishment survey employment data with the February 2, 2024 release of the CES report. [Source: www.bls.gov]; The average unemployment rate in Latin America is almost 3 percentage points higher than in the U.S. and Canada. [Source: www.imf.org] 2019-07-08: The unemployment rate in the United States is 3.7%, near its lowest level in almost 50 years. [Source: www.nytimes.com]; In 14 states, the percentage of women who are unsheltered outpaces the percentage of men, and unemployment rates vary by state. [Source: endhomelessness.org]; The Oglala Lakota County, which is entirely within the Oglala Sioux Tribe Reservation, has over 51.9% of its population below the poverty line. [Source: www.congress.gov] 2019-07-01: The US initial claims for unemployment insurance is at a current level of 222,000, down from 232,000 last week and down from 231,000 one year ago. [Source: ycharts.com]; Total nonfarm payroll employment increased by 224,000 in June, and the unemployment rate was little changed at 3.7 percent, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The United States economy added 224,000 new jobs in June, with a historic low unemployment rate of 3.7 percent. [Source: trumpwhitehouse.archives.gov];']"}
+{"batch_x": [4.400000095367432, 4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284], "batch_y": [3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273], "batch_x_timestamps_datetime64_ns": [1546300800000000000, 1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000], "batch_y_timestamps_datetime64_ns": [1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114]], "batch_text": "['Available facts are as follows: 2019-08-26: The current unemployment rate in the United States is at a historically low level. [Source: www.kansascityfed.org]; The black unemployment rate has decreased during the recovery, but persistent racial disparities remain. [Source: www.epi.org]; New Hampshire has consistently had lower unemployment levels compared to the overall rate for the United States. [Source: nhfpi.org]; The U.S. Bureau of Labor Statistics (BLS) has initiated a long-term research project to improve data users\\' ability to make year-to-year comparisons. [Source: www.bls.gov]; The low unemployment rate is creating \"worker deserts\" in some cities and states, making it difficult for companies to find people to hire. [Source: www.axios.com] 2019-08-19: The unemployment rate in the United States recently hit a 49-year low. [Source: nationaldeafcenter.org]; The U.S. Bureau of Labor Statistics has released a preliminary benchmark revision, which provides an estimate of the benchmark revision. [Source: www.bls.gov]; The labor force is made up of the employed and unemployed. [Source: www.census.gov]; State unemployment tax rates vary by state and claims experience. [Source: www.sba.gov]; The U.S. occupational mix has changed significantly from 1860 to 2015, with factory automation reducing the number of product-assembly workers and increasing management or quality control personnel. [Source: www.bls.gov] 2019-08-12: The unemployment rate in Butler County, Pennsylvania was 3.6% in June 2019. [Source: www.bls.gov]; The national unemployment rate in the United States was tracked by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; Georgia\\'s economy was reopened during the COVID-19 pandemic, resulting in a low unemployment rate. [Source: gov.georgia.gov] 2019-08-05: The unemployment rate in the Middle East stands at 10.8 per cent, excluding the GCC. [Source: www.ilo.org]; In the US, the unemployment rate in Hartford-West Hartford-East Hartford, CT is reported as 3.2% as of August 2019. [Source: fred.stlouisfed.org]; The unemployment rate in Shreveport-Bossier City, LA is reported as 4.3% as of August 2019. [Source: fred.stlouisfed.org]; The true unemployment rate in the US is estimated to be 8.3% as of March 2019, 4.5% higher than the official rate. [Source: www.longfinance.net]; The unemployment rate in Orange County, New York is reported as 3.0% as of August 2019. [Source: installations.militaryonesource.mil];'\n 'Available facts are as follows: 2019-08-26: The current unemployment rate in the United States is at a historically low level. [Source: www.kansascityfed.org]; The black unemployment rate has decreased during the recovery, but persistent racial disparities remain. [Source: www.epi.org]; New Hampshire has consistently had lower unemployment levels compared to the overall rate for the United States. [Source: nhfpi.org]; The U.S. Bureau of Labor Statistics (BLS) has initiated a long-term research project to improve data users\\' ability to make year-to-year comparisons. [Source: www.bls.gov]; The low unemployment rate is creating \"worker deserts\" in some cities and states, making it difficult for companies to find people to hire. [Source: www.axios.com] 2019-08-19: The unemployment rate in the United States recently hit a 49-year low. [Source: nationaldeafcenter.org]; The U.S. Bureau of Labor Statistics has released a preliminary benchmark revision, which provides an estimate of the benchmark revision. [Source: www.bls.gov]; The labor force is made up of the employed and unemployed. [Source: www.census.gov]; State unemployment tax rates vary by state and claims experience. [Source: www.sba.gov]; The U.S. occupational mix has changed significantly from 1860 to 2015, with factory automation reducing the number of product-assembly workers and increasing management or quality control personnel. [Source: www.bls.gov] 2019-08-12: The unemployment rate in Butler County, Pennsylvania was 3.6% in June 2019. [Source: www.bls.gov]; The national unemployment rate in the United States was tracked by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; Georgia\\'s economy was reopened during the COVID-19 pandemic, resulting in a low unemployment rate. [Source: gov.georgia.gov] 2019-08-05: The unemployment rate in the Middle East stands at 10.8 per cent, excluding the GCC. [Source: www.ilo.org]; In the US, the unemployment rate in Hartford-West Hartford-East Hartford, CT is reported as 3.2% as of August 2019. [Source: fred.stlouisfed.org]; The unemployment rate in Shreveport-Bossier City, LA is reported as 4.3% as of August 2019. [Source: fred.stlouisfed.org]; The true unemployment rate in the US is estimated to be 8.3% as of March 2019, 4.5% higher than the official rate. [Source: www.longfinance.net]; The unemployment rate in Orange County, New York is reported as 3.0% as of August 2019. [Source: installations.militaryonesource.mil];']"}
+{"batch_x": [4.099999904632568, 3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284], "batch_y": [3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0], "batch_x_timestamps_datetime64_ns": [1548979200000000000, 1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000], "batch_y_timestamps_datetime64_ns": [1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339]], "batch_text": "['Available facts are as follows: 2019-09-23: The U.S. Census Bureau provides data on median income in the past 12 months, adjusted for inflation. [Source: data.census.gov]; The National Science Foundation (NSF) reports that nearly 7 million individuals work in science and engineering (S&E) jobs, with lower unemployment rates than the overall labor force. [Source: ncses.nsf.gov]; The U.S. unemployment rate for Hispanic or Latino individuals is available, with historical data from 1973 to 2024. [Source: ycharts.com] 2019-09-16: The unemployment rate in the United States has recently reached a historic low, with a rate of less than 8.3% in nine states in the Northeast region. [Source] 2019-09-09: The unemployment rate in Knox County, IN was reported by the U.S. Bureau of Labor Statistics. [Source]; The Quarterly Census of Employment and Wages is an official website of the United States government that provides data on employment and wages. [Source]; The Census Bureau provides data on wholesale trade, including summary statistics for the U.S., states, and selected geographies. [Source]; The U.S. Bureau of Labor Statistics produces data on labor force participation rates, employment, and unemployment rates. [Source] 2019-09-02: The U.S. unemployment rate remained at a near-historic low of 3.7% in August 2019, with African-American unemployment rate hitting a new series low. [Source: trumpwhitehouse.archives.gov]; The trend U.S. unemployment rate is estimated to decline to 4.3% based on changing gender, educational, and age profile of the U.S. population. [Source: www.richmondfed.org];'\n 'Available facts are as follows: 2019-09-23: The U.S. Census Bureau provides data on median income in the past 12 months, adjusted for inflation. [Source: data.census.gov]; The National Science Foundation (NSF) reports that nearly 7 million individuals work in science and engineering (S&E) jobs, with lower unemployment rates than the overall labor force. [Source: ncses.nsf.gov]; The U.S. unemployment rate for Hispanic or Latino individuals is available, with historical data from 1973 to 2024. [Source: ycharts.com] 2019-09-16: The unemployment rate in the United States has recently reached a historic low, with a rate of less than 8.3% in nine states in the Northeast region. [Source] 2019-09-09: The unemployment rate in Knox County, IN was reported by the U.S. Bureau of Labor Statistics. [Source]; The Quarterly Census of Employment and Wages is an official website of the United States government that provides data on employment and wages. [Source]; The Census Bureau provides data on wholesale trade, including summary statistics for the U.S., states, and selected geographies. [Source]; The U.S. Bureau of Labor Statistics produces data on labor force participation rates, employment, and unemployment rates. [Source] 2019-09-02: The U.S. unemployment rate remained at a near-historic low of 3.7% in August 2019, with African-American unemployment rate hitting a new series low. [Source: trumpwhitehouse.archives.gov]; The trend U.S. unemployment rate is estimated to decline to 4.3% based on changing gender, educational, and age profile of the U.S. population. [Source: www.richmondfed.org];']"}
+{"batch_x": [3.9000000953674316, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284], "batch_y": [3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137], "batch_x_timestamps_datetime64_ns": [1551398400000000000, 1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000], "batch_y_timestamps_datetime64_ns": [1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174]], "batch_text": "['Available facts are as follows: 2019-10-21: The official unemployment estimates in the US are not based on unemployment insurance benefits, but rather on a monthly survey. [Source: www.bls.gov]; The US has experienced significant unemployment rates in the past, such as 24.9% in 1933 during the Great Depression. [Source: www.census.gov] 2019-10-14: The unemployment rate in the United States was 3.6% in October 2019, little changed from the rate in September. [Source: www.bls.gov]; Latinos in the United States experience higher rates of unemployment than the overall population. [Source: www.jec.senate.gov]; The median household income of Latinos in the United States is lower than the overall population. [Source: www.jec.senate.gov] 2019-10-07: The overall unemployment rate in the United States was 3.9 percent in 2018, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate in Canada was 4.4% in September 2019, compared with 3.5% in the United States. [Source: www150.statcan.gc.ca]; There is a significant gap in per capita GDP between states in the United States, with New York having a 100% higher GDP than Mississippi. [Source: www.imf.org]; Latinos in the United States experience higher rates of unemployment and lower median household income compared to the population as a whole. [Source: www.jec.senate.gov]; The unemployment rate in San Diego-Carlsbad, CA (MSA) was 3.3% in September 2019. [Source: fred.stlouisfed.org] 2019-09-30: The U.S. unemployment rate fell to 3.5% in September 2019, marking the 19th consecutive month at or below 4% unemployment. [Source: trumpwhitehouse.archives.gov]; The U.S. Bureau of Labor Statistics (BLS) projects that overall employment growth will be 5.2% from 2018 to 2028, slower than during the prior period. [Source: www.bls.gov]; The Sahm Rule Recession Indicator suggests that the unemployment rate is below 5% in October 2019. [Source: fred.stlouisfed.org];'\n 'Available facts are as follows: 2019-10-21: The official unemployment estimates in the US are not based on unemployment insurance benefits, but rather on a monthly survey. [Source: www.bls.gov]; The US has experienced significant unemployment rates in the past, such as 24.9% in 1933 during the Great Depression. [Source: www.census.gov] 2019-10-14: The unemployment rate in the United States was 3.6% in October 2019, little changed from the rate in September. [Source: www.bls.gov]; Latinos in the United States experience higher rates of unemployment than the overall population. [Source: www.jec.senate.gov]; The median household income of Latinos in the United States is lower than the overall population. [Source: www.jec.senate.gov] 2019-10-07: The overall unemployment rate in the United States was 3.9 percent in 2018, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate in Canada was 4.4% in September 2019, compared with 3.5% in the United States. [Source: www150.statcan.gc.ca]; There is a significant gap in per capita GDP between states in the United States, with New York having a 100% higher GDP than Mississippi. [Source: www.imf.org]; Latinos in the United States experience higher rates of unemployment and lower median household income compared to the population as a whole. [Source: www.jec.senate.gov]; The unemployment rate in San Diego-Carlsbad, CA (MSA) was 3.3% in September 2019. [Source: fred.stlouisfed.org] 2019-09-30: The U.S. unemployment rate fell to 3.5% in September 2019, marking the 19th consecutive month at or below 4% unemployment. [Source: trumpwhitehouse.archives.gov]; The U.S. Bureau of Labor Statistics (BLS) projects that overall employment growth will be 5.2% from 2018 to 2028, slower than during the prior period. [Source: www.bls.gov]; The Sahm Rule Recession Indicator suggests that the unemployment rate is below 5% in October 2019. [Source: fred.stlouisfed.org];']"}
+{"batch_x": [3.299999952316284, 3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284], "batch_y": [3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5], "batch_x_timestamps_datetime64_ns": [1554076800000000000, 1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000], "batch_y_timestamps_datetime64_ns": [1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484]], "batch_text": "['Available facts are as follows: 2019-11-25: The unemployment rate in the United States is historically low, with a rate of 2.2% in the Salem Area Economic Summary [Source: www.bls.gov]. The national unemployment rate is also low, with the U.S. small businesses being a job creation engine [Source: 2017-2021.state.gov]. 2019-11-18: The African-American and Hispanic unemployment rate is at its lowest level ever recorded. [Source: edworkforce.house.gov]; The unemployment rate in the United States does not adequately measure labor market slack. [Source: journals.sagepub.com]; The United States has a low unemployment rate, but a large deficit relative to it. [Source: www.cbpp.org] 2019-11-11: The US unemployment rate is 11.1% according to one source, and 14.7% according to another. [Source: www.ctdol.state.ct.us]; The unemployment rate for American Indians and Alaska Natives (AIANs) is higher than the national average, especially for those living in AIAN areas. [Source: www.bls.gov]; The unemployment rate for veterans in the District of Columbia is 6.5%, higher than the national average. [Source: edpm.dc.gov]; The historically low US unemployment rate, currently 3.5 percent, is affecting employee retention, especially among low-wage, entry-level workers. [Source: transparentbpo.com] 2019-11-04: In the third quarter of 2019, African American workers had the highest unemployment rate nationally, at 6.0%, followed by Hispanic workers (at 4.1%). [Source: www.epi.org]; The U.S. unemployment rate declined 0.3 percentage point over the year. [Source: www.bls.gov]; In 2018, the average unemployment rate was 6.9% in the six states of the former East Germany, compared with 4.8% in the 10 states of the former West Germany. [Source: www.pewresearch.org];'\n 'Available facts are as follows: 2019-11-25: The unemployment rate in the United States is historically low, with a rate of 2.2% in the Salem Area Economic Summary [Source: www.bls.gov]. The national unemployment rate is also low, with the U.S. small businesses being a job creation engine [Source: 2017-2021.state.gov]. 2019-11-18: The African-American and Hispanic unemployment rate is at its lowest level ever recorded. [Source: edworkforce.house.gov]; The unemployment rate in the United States does not adequately measure labor market slack. [Source: journals.sagepub.com]; The United States has a low unemployment rate, but a large deficit relative to it. [Source: www.cbpp.org] 2019-11-11: The US unemployment rate is 11.1% according to one source, and 14.7% according to another. [Source: www.ctdol.state.ct.us]; The unemployment rate for American Indians and Alaska Natives (AIANs) is higher than the national average, especially for those living in AIAN areas. [Source: www.bls.gov]; The unemployment rate for veterans in the District of Columbia is 6.5%, higher than the national average. [Source: edpm.dc.gov]; The historically low US unemployment rate, currently 3.5 percent, is affecting employee retention, especially among low-wage, entry-level workers. [Source: transparentbpo.com] 2019-11-04: In the third quarter of 2019, African American workers had the highest unemployment rate nationally, at 6.0%, followed by Hispanic workers (at 4.1%). [Source: www.epi.org]; The U.S. unemployment rate declined 0.3 percentage point over the year. [Source: www.bls.gov]; In 2018, the average unemployment rate was 6.9% in the six states of the former East Germany, compared with 4.8% in the 10 states of the former West Germany. [Source: www.pewresearch.org];']"}
+{"batch_x": [3.4000000953674316, 3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316], "batch_y": [4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5], "batch_x_timestamps_datetime64_ns": [1556668800000000000, 1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000], "batch_y_timestamps_datetime64_ns": [1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174]], "batch_text": "['Available facts are as follows: 2019-12-23: The unemployment rate for women with a disability was 8.1% and for men with a disability was 7.9%, more than twice the rates of women and men without disabilities. [Source]; The US is in the longest economic expansion in its history, with low unemployment rates. [Source]; Unemployment rates vary by region, with some areas having higher rates than others. [Source] 2019-12-16: The U.S. unemployment rate has fallen to near-record low following the Great Recession. [Source: www.pewresearch.org]; In November 2019, Alaska had the highest jobless rate at 6.1 percent, while 14 states had unemployment rates lower than the U.S. figure of 3.5. [Source: www.bls.gov]; The Tax Cuts and Jobs Act (TCJA) of 2017 was the largest tax cut in United States history. [Source: trumpwhitehouse.archives.gov] 2019-12-09: The veteran unemployment rate dropped to 2.9% in December 2019, down from 3.3% last month. [Source: www.dol.gov]; The unemployment rate in the Great Recession showed a more extreme rise than in the 1990-1991 recession, followed by a steeper decline in the recovery. [Source: www.pewresearch.org]; The unemployment rate in the United States was 3.5% in December 2019. [Source: www.senate.michigan.gov] 2019-12-02: The unemployment rate in the United States was 3.5% in November 2019. [Source: www.bls.gov];'\n 'Available facts are as follows: 2019-12-23: The unemployment rate for women with a disability was 8.1% and for men with a disability was 7.9%, more than twice the rates of women and men without disabilities. [Source]; The US is in the longest economic expansion in its history, with low unemployment rates. [Source]; Unemployment rates vary by region, with some areas having higher rates than others. [Source] 2019-12-16: The U.S. unemployment rate has fallen to near-record low following the Great Recession. [Source: www.pewresearch.org]; In November 2019, Alaska had the highest jobless rate at 6.1 percent, while 14 states had unemployment rates lower than the U.S. figure of 3.5. [Source: www.bls.gov]; The Tax Cuts and Jobs Act (TCJA) of 2017 was the largest tax cut in United States history. [Source: trumpwhitehouse.archives.gov] 2019-12-09: The veteran unemployment rate dropped to 2.9% in December 2019, down from 3.3% last month. [Source: www.dol.gov]; The unemployment rate in the Great Recession showed a more extreme rise than in the 1990-1991 recession, followed by a steeper decline in the recovery. [Source: www.pewresearch.org]; The unemployment rate in the United States was 3.5% in December 2019. [Source: www.senate.michigan.gov] 2019-12-02: The unemployment rate in the United States was 3.5% in November 2019. [Source: www.bls.gov];']"}
+{"batch_x": [3.799999952316284, 4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0], "batch_y": [3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137], "batch_x_timestamps_datetime64_ns": [1559347200000000000, 1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000], "batch_y_timestamps_datetime64_ns": [1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339]], "batch_text": "[\"Available facts are as follows: 2020-01-20: The unemployment rate in the United States has reached a 50-year low of 3.5%. [Source: www.heritage.org]; The unemployment rate in Flathead County, MT, and Valencia County, NM, can be retrieved from the Federal Reserve Bank of St. Louis. [Source: fred.stlouisfed.org] 2020-01-13: The unemployment rate for college grads is 2.0 percent, and 3.8 percent for all occupations as of January 2020. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate for men was 3.7 percent in 2019, while women's unemployment rates varied considerably by race and ethnicity. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate in Scott County, TN was tracked by the U.S. Bureau of Labor Statistics. [Source: FRED, Federal Reserve Bank of St. Louis] 2020-01-06: The unemployment rate in the United States was 3.5% in December 2019, unchanged from the previous month. [Source: www.bls.gov]; The total nonfarm payroll employment rose by 145,000 in December 2019. [Source: www.bls.gov]; In the fourth quarter of 2019, 74.2 percent of workers entering employment came from out of the labor force rather than from unemployment, which is the highest on record. [Source: trumpwhitehouse.archives.gov] 2019-12-30: The U.S. unemployment rate in December 2019 was 3.5%. [Source: www.bls.gov]; 15 states had an unemployment rate lower than the national average. [Source: www.bls.gov]; The median household income in the United States is $74,755. [Source: data.census.gov]; The employment rate in the United States is 60.3%. [Source: data.census.gov];\"\n \"Available facts are as follows: 2020-01-20: The unemployment rate in the United States has reached a 50-year low of 3.5%. [Source: www.heritage.org]; The unemployment rate in Flathead County, MT, and Valencia County, NM, can be retrieved from the Federal Reserve Bank of St. Louis. [Source: fred.stlouisfed.org] 2020-01-13: The unemployment rate for college grads is 2.0 percent, and 3.8 percent for all occupations as of January 2020. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate for men was 3.7 percent in 2019, while women's unemployment rates varied considerably by race and ethnicity. [Source: U.S. Bureau of Labor Statistics]; The unemployment rate in Scott County, TN was tracked by the U.S. Bureau of Labor Statistics. [Source: FRED, Federal Reserve Bank of St. Louis] 2020-01-06: The unemployment rate in the United States was 3.5% in December 2019, unchanged from the previous month. [Source: www.bls.gov]; The total nonfarm payroll employment rose by 145,000 in December 2019. [Source: www.bls.gov]; In the fourth quarter of 2019, 74.2 percent of workers entering employment came from out of the labor force rather than from unemployment, which is the highest on record. [Source: trumpwhitehouse.archives.gov] 2019-12-30: The U.S. unemployment rate in December 2019 was 3.5%. [Source: www.bls.gov]; 15 states had an unemployment rate lower than the national average. [Source: www.bls.gov]; The median household income in the United States is $74,755. [Source: data.census.gov]; The employment rate in the United States is 60.3%. [Source: data.census.gov];\"]"}
+{"batch_x": [4.0, 3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284], "batch_y": [4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568], "batch_x_timestamps_datetime64_ns": [1561939200000000000, 1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000], "batch_y_timestamps_datetime64_ns": [1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114]], "batch_text": "[\"Available facts are as follows: 2020-02-24: The unemployment rate in the United States has been collected by the U.S. Bureau of Labor Statistics since January 1972, and the African American unemployment rate has more often than not been higher than the overall rate. [Source: www.americanprogress.org]; The U.S. Bureau of Labor Statistics provides data on monthly and annual employment and unemployment across the United States, including maps displaying this data. [Source: www.bls.gov]; The unemployment rate in the United States was low at the end of fiscal year 2019, marking the longest period of economic expansion in U.S. history. [Source: www.fiscal.treasury.gov] 2020-02-17: The current unemployment rate in Massachusetts is part of the state's labor market information, which is published monthly. [Source: lmi.dua.eol.mass.gov]; The U.S. unemployment rate has reached 3.5 percent, the lowest rate in five decades. [Source: trumpwhitehouse.archives.gov]; The labor force and unemployment data are produced for the United States, the Commonwealth, and for each Labor Market Area. [Source: lmi.dua.eol.mass.gov]; Alternative measures of labor underutilization are published by the Bureau of Labor Statistics. [Source: www.bls.gov] 2020-02-10: The unemployment rate in the US was 3.5% in February 2020, with 19.2% of the unemployed having been jobless for 27 weeks or more. [Source: www.bls.gov] 2020-02-03: The unemployment rate for African Americans, Hispanic Americans, and Asian Americans has reached the lowest levels in history. [Source: trumpwhitehouse.archives.gov]; The national unemployment rate was 3.6% in January 2020. [Source: www.bls.gov]; The average annual black unemployment rate was 6.1% in 2019. [Source: www.epi.org]; Total nonfarm payroll employment rose by 225,000 in January 2020. [Source: www.bls.gov]; 2019 ended with the lowest U.S. national unemployment rate in history. [Source: www.cassidy.senate.gov];\"\n \"Available facts are as follows: 2020-02-24: The unemployment rate in the United States has been collected by the U.S. Bureau of Labor Statistics since January 1972, and the African American unemployment rate has more often than not been higher than the overall rate. [Source: www.americanprogress.org]; The U.S. Bureau of Labor Statistics provides data on monthly and annual employment and unemployment across the United States, including maps displaying this data. [Source: www.bls.gov]; The unemployment rate in the United States was low at the end of fiscal year 2019, marking the longest period of economic expansion in U.S. history. [Source: www.fiscal.treasury.gov] 2020-02-17: The current unemployment rate in Massachusetts is part of the state's labor market information, which is published monthly. [Source: lmi.dua.eol.mass.gov]; The U.S. unemployment rate has reached 3.5 percent, the lowest rate in five decades. [Source: trumpwhitehouse.archives.gov]; The labor force and unemployment data are produced for the United States, the Commonwealth, and for each Labor Market Area. [Source: lmi.dua.eol.mass.gov]; Alternative measures of labor underutilization are published by the Bureau of Labor Statistics. [Source: www.bls.gov] 2020-02-10: The unemployment rate in the US was 3.5% in February 2020, with 19.2% of the unemployed having been jobless for 27 weeks or more. [Source: www.bls.gov] 2020-02-03: The unemployment rate for African Americans, Hispanic Americans, and Asian Americans has reached the lowest levels in history. [Source: trumpwhitehouse.archives.gov]; The national unemployment rate was 3.6% in January 2020. [Source: www.bls.gov]; The average annual black unemployment rate was 6.1% in 2019. [Source: www.epi.org]; Total nonfarm payroll employment rose by 225,000 in January 2020. [Source: www.bls.gov]; 2019 ended with the lowest U.S. national unemployment rate in history. [Source: www.cassidy.senate.gov];\"]"}
+{"batch_x": [3.799999952316284, 3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5], "batch_y": [14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432], "batch_x_timestamps_datetime64_ns": [1564617600000000000, 1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000], "batch_y_timestamps_datetime64_ns": [1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000], "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, 0.5, -0.5, -0.33561643958091736]], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736]], "batch_text": "[\"Available facts are as follows: 2020-03-23: The State's unemployment rate is calculated by the U.S. Bureau of Labor Statistics. [Source: dol.ny.gov]; The national unemployment rate was 3.5%, a 50-year low, in March. [Source: www.theguardian.com]; A record 3.3 million Americans filed for unemployment benefits in a week. [Source: www.washingtonpost.com]; The U.S. unemployment rate has likely risen to 5.5 percent. [Source: www.washingtonpost.com] 2020-03-16: The unemployment rates were lower in January in 5 states and stable in 45 states and the District of Columbia, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; Labor market areas (LMAs) are an exhaustive level of substate geography published by the LAUS program. [Source: www.bls.gov]; The statutory minimum rate is the tax rate on taxable wages that is assigned to those employers who are new to the state unemployment insurance system. [Source: oui.doleta.gov] 2020-03-09: As of 2019Q4, African American workers had the highest unemployment rate nationally, at 5.7%, followed by Hispanic workers (at 4.1%). [Source: www.epi.org]; In 2017, the Virgin Islands Bureau of Economic Research (VIBER) reported higher unemployment rates in the USVI than on the mainland. [Source: mchb.tvisdata.hrsa.gov]; The US government paid almost 3.3 billion dollars on unemployment benefits in March 2024. [Source: www.statista.com]; The U.S. unemployment rate fell to its lowest level since 1969, declining from 3.9% in 2018 to a lower rate in 2019. [Source: ides.illinois.gov] 2020-03-02: The unemployment rate for people with a disability declined to 7.3% as of March 2020, according to the U.S. Bureau of Labor Statistics. [Source]; The U.S. jobless rate was 3.6% in January 2020, up from 3.5% in December 2019 and down from 4.0% in January 2019. [Source]; In January 2020, the unemployment rate in the euro area was 7.4%. [Source]; The number of unemployed in New York City declined by 7,500 to 163,700 in Q4 2019. [Source];\"\n \"Available facts are as follows: 2020-03-23: The State's unemployment rate is calculated by the U.S. Bureau of Labor Statistics. [Source: dol.ny.gov]; The national unemployment rate was 3.5%, a 50-year low, in March. [Source: www.theguardian.com]; A record 3.3 million Americans filed for unemployment benefits in a week. [Source: www.washingtonpost.com]; The U.S. unemployment rate has likely risen to 5.5 percent. [Source: www.washingtonpost.com] 2020-03-16: The unemployment rates were lower in January in 5 states and stable in 45 states and the District of Columbia, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; Labor market areas (LMAs) are an exhaustive level of substate geography published by the LAUS program. [Source: www.bls.gov]; The statutory minimum rate is the tax rate on taxable wages that is assigned to those employers who are new to the state unemployment insurance system. [Source: oui.doleta.gov] 2020-03-09: As of 2019Q4, African American workers had the highest unemployment rate nationally, at 5.7%, followed by Hispanic workers (at 4.1%). [Source: www.epi.org]; In 2017, the Virgin Islands Bureau of Economic Research (VIBER) reported higher unemployment rates in the USVI than on the mainland. [Source: mchb.tvisdata.hrsa.gov]; The US government paid almost 3.3 billion dollars on unemployment benefits in March 2024. [Source: www.statista.com]; The U.S. unemployment rate fell to its lowest level since 1969, declining from 3.9% in 2018 to a lower rate in 2019. [Source: ides.illinois.gov] 2020-03-02: The unemployment rate for people with a disability declined to 7.3% as of March 2020, according to the U.S. Bureau of Labor Statistics. [Source]; The U.S. jobless rate was 3.6% in January 2020, up from 3.5% in December 2019 and down from 4.0% in January 2019. [Source]; In January 2020, the unemployment rate in the euro area was 7.4%. [Source]; The number of unemployed in New York City declined by 7,500 to 163,700 in Q4 2019. [Source];\"]"}
+{"batch_x": [3.299999952316284, 3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273], "batch_y": [13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5], "batch_x_timestamps_datetime64_ns": [1567296000000000000, 1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000], "batch_y_timestamps_datetime64_ns": [1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975]], "batch_text": "['Available facts are as follows: 2020-04-20: The unemployment rate is projected to average 15 percent during the second and third quarters of 2020, up from less than 4 percent in the first quarter. [Source: www.cbo.gov]; The official unemployment rate from the BLS is 4.4%, but that calculation is through March 13—that was before the massive wave of stay-at-home orders. [Source: fortune.com]; The U.S. unemployment rate passes 20% with 4.4 million weekly jobless claims. [Source: fortune.com] 2020-04-13: The unemployment rate in April 2020 increased by 10.3 percentage points to 14.7 percent, the highest rate and the largest over-the-month increase in history. [Source: www.bls.gov] 2020-04-06: The US unemployment rate is estimated to be around 13% as of April 2020, with 6.6 million Americans filing for unemployment benefits in one week. [Source: www.washingtonpost.com]; The CARES Act is projected to prevent a 37% annualized GDP decline in 2020 Q2, and an unemployment rate of 12%. [Source: budgetmodel.wharton.upenn.edu]; UI tax rates are assigned to employers on a yearly basis, although the tax is paid quarterly, and each employer is classified based on their unemployment claims experience. [Source: www.bls.gov] 2020-03-30: The national average unemployment rate (including Puerto Rico) was used as a reference period in preparing the current list of Labor Surplus Areas from January 2021 through December 2022. [Source: www.dol.gov]; The unemployment rate rose to 4.4 percent in March 2020, with a total nonfarm payroll employment fall of 701,000. [Source: www.bls.gov]; In 36 states (including DC) that expanded Medicaid eligibility under the ACA, most nondisabled adults in households with income below 138 percent of the federal poverty level were eligible for Medicaid. [Source: www.urban.org];'\n 'Available facts are as follows: 2020-04-20: The unemployment rate is projected to average 15 percent during the second and third quarters of 2020, up from less than 4 percent in the first quarter. [Source: www.cbo.gov]; The official unemployment rate from the BLS is 4.4%, but that calculation is through March 13—that was before the massive wave of stay-at-home orders. [Source: fortune.com]; The U.S. unemployment rate passes 20% with 4.4 million weekly jobless claims. [Source: fortune.com] 2020-04-13: The unemployment rate in April 2020 increased by 10.3 percentage points to 14.7 percent, the highest rate and the largest over-the-month increase in history. [Source: www.bls.gov] 2020-04-06: The US unemployment rate is estimated to be around 13% as of April 2020, with 6.6 million Americans filing for unemployment benefits in one week. [Source: www.washingtonpost.com]; The CARES Act is projected to prevent a 37% annualized GDP decline in 2020 Q2, and an unemployment rate of 12%. [Source: budgetmodel.wharton.upenn.edu]; UI tax rates are assigned to employers on a yearly basis, although the tax is paid quarterly, and each employer is classified based on their unemployment claims experience. [Source: www.bls.gov] 2020-03-30: The national average unemployment rate (including Puerto Rico) was used as a reference period in preparing the current list of Labor Surplus Areas from January 2021 through December 2022. [Source: www.dol.gov]; The unemployment rate rose to 4.4 percent in March 2020, with a total nonfarm payroll employment fall of 701,000. [Source: www.bls.gov]; In 36 states (including DC) that expanded Medicaid eligibility under the ACA, most nondisabled adults in households with income below 138 percent of the federal poverty level were eligible for Medicaid. [Source: www.urban.org];']"}
+{"batch_x": [3.299999952316284, 3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0], "batch_y": [11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863], "batch_x_timestamps_datetime64_ns": [1569888000000000000, 1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000], "batch_y_timestamps_datetime64_ns": [1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, 0.1666666716337204, -0.5, -0.5]], "batch_text": "['Available facts are as follows: 2020-05-25: The US unemployment rate has risen significantly, with a real unemployment rate of 23.9% and an official unemployment rate expected to be an undercount. [Source: fortune.com]; The median statutory replacement rate for unemployment insurance is 145%, with 69% of unemployed workers eligible for benefits exceeding their lost wages. [Source: www.nber.org]; The Illinois Department of Employment Security announced an unemployment rate of 16.4% in April, with 762,000 jobs lost during that month. [Source: www.illinois.gov]; The US labor force has been impacted by the COVID-19 pandemic, with millions of American workers affected, including workers with disabilities. [Source: www.mathematica.org]; Foreign-born workers made up 17.4 percent of the US labor force in 2019, with 28.4 million foreign-born people in the labor force. [Source: www.bls.gov] 2020-05-18: The unemployment rate in the United States has increased significantly due to the COVID-19 pandemic, with a rate of 14.7% in April 2020. [Source: www.tn.gov] 2020-05-11: In May 2020, unemployment rates decreased in 38 states, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate reached 14.7% in May 2020, a level unseen since the Great Depression in 1933. [Source: community.solutions]; Claims for unemployment benefits have soared in some countries, such as the US, and by far less in others, like Japan, since the pandemic hit. [Source: www.weforum.org] 2020-05-04: The unemployment rate in the US jumped to 14.7% in April 2020, the worst since the Great Depression, with 20.5 million jobs lost. [Source: Multiple sources];'\n 'Available facts are as follows: 2020-05-25: The US unemployment rate has risen significantly, with a real unemployment rate of 23.9% and an official unemployment rate expected to be an undercount. [Source: fortune.com]; The median statutory replacement rate for unemployment insurance is 145%, with 69% of unemployed workers eligible for benefits exceeding their lost wages. [Source: www.nber.org]; The Illinois Department of Employment Security announced an unemployment rate of 16.4% in April, with 762,000 jobs lost during that month. [Source: www.illinois.gov]; The US labor force has been impacted by the COVID-19 pandemic, with millions of American workers affected, including workers with disabilities. [Source: www.mathematica.org]; Foreign-born workers made up 17.4 percent of the US labor force in 2019, with 28.4 million foreign-born people in the labor force. [Source: www.bls.gov] 2020-05-18: The unemployment rate in the United States has increased significantly due to the COVID-19 pandemic, with a rate of 14.7% in April 2020. [Source: www.tn.gov] 2020-05-11: In May 2020, unemployment rates decreased in 38 states, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate reached 14.7% in May 2020, a level unseen since the Great Depression in 1933. [Source: community.solutions]; Claims for unemployment benefits have soared in some countries, such as the US, and by far less in others, like Japan, since the pandemic hit. [Source: www.weforum.org] 2020-05-04: The unemployment rate in the US jumped to 14.7% in April 2020, the worst since the Great Depression, with 20.5 million jobs lost. [Source: Multiple sources];']"}
+{"batch_x": [3.299999952316284, 3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137], "batch_y": [10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568], "batch_x_timestamps_datetime64_ns": [1572566400000000000, 1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000], "batch_y_timestamps_datetime64_ns": [1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174]], "batch_y_mark": [[-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, 0.1666666716337204, -0.5, -0.5], [-0.5, -0.5, -0.5, -0.41506850719451904]], "batch_text": "[\"Available facts are as follows: 2020-06-22: The overall unemployment rate in the United States nearly quadrupled between February and May of 2020. [Source: trumpwhitehouse.archives.gov]; The U.S. economy lost over 20 million jobs in April with the unemployment rate spiking to 14.7%, the worst since the Great Depression, according to the Bureau. [Source: energynews.us]; Prior to the COVID-19 pandemic, formerly incarcerated people in the United States faced a 27 percent unemployment rate—nearly five times higher than the national average. [Source: www.americanprogress.org]; The coronavirus has decimated the U.S. economy and benched nearly 40 million American workers. [Source: www.forbes.com] 2020-06-15: Unemployment rates in 49 states and D.C. decreased from June 2020 to June 2021, according to the U.S. Bureau of Labor Statistics. [Source]; Tennessee lost 265,800 jobs between May 2019 and May 2020, despite gaining new jobs in May. [Source]; The unemployment rate in the U.S. increased by 11.2 percentage points between February and April 2020, from 3.5% to 14.7%. [Source]; Japan's unemployment rate has remained low, increasing by only two-tenths of a percentage point since February to 2.6%. [Source] 2020-06-08: The US unemployment rate during COVID-19 is different from the Great Recession, with varying experiences among different groups of workers. [Source: www.pewresearch.org] 2020-06-01: The official unemployment rate in the US rose from 3.5% in February 2020 to 13.3% in May 2020. [Source: www.piie.com]; Total nonfarm payroll employment rose by 2.5 million in May, and the unemployment rate declined to 13.3%. [Source: www.bls.gov]; The unemployment rate in Michigan was 14.7% in April 2020. [Source: www.michigan.gov];\"\n \"Available facts are as follows: 2020-06-22: The overall unemployment rate in the United States nearly quadrupled between February and May of 2020. [Source: trumpwhitehouse.archives.gov]; The U.S. economy lost over 20 million jobs in April with the unemployment rate spiking to 14.7%, the worst since the Great Depression, according to the Bureau. [Source: energynews.us]; Prior to the COVID-19 pandemic, formerly incarcerated people in the United States faced a 27 percent unemployment rate—nearly five times higher than the national average. [Source: www.americanprogress.org]; The coronavirus has decimated the U.S. economy and benched nearly 40 million American workers. [Source: www.forbes.com] 2020-06-15: Unemployment rates in 49 states and D.C. decreased from June 2020 to June 2021, according to the U.S. Bureau of Labor Statistics. [Source]; Tennessee lost 265,800 jobs between May 2019 and May 2020, despite gaining new jobs in May. [Source]; The unemployment rate in the U.S. increased by 11.2 percentage points between February and April 2020, from 3.5% to 14.7%. [Source]; Japan's unemployment rate has remained low, increasing by only two-tenths of a percentage point since February to 2.6%. [Source] 2020-06-08: The US unemployment rate during COVID-19 is different from the Great Recession, with varying experiences among different groups of workers. [Source: www.pewresearch.org] 2020-06-01: The official unemployment rate in the US rose from 3.5% in February 2020 to 13.3% in May 2020. [Source: www.piie.com]; Total nonfarm payroll employment rose by 2.5 million in May, and the unemployment rate declined to 13.3%. [Source: www.bls.gov]; The unemployment rate in Michigan was 14.7% in April 2020. [Source: www.michigan.gov];\"]"}
+{"batch_x": [3.4000000953674316, 4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5], "batch_y": [8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137], "batch_x_timestamps_datetime64_ns": [1575158400000000000, 1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000], "batch_y_timestamps_datetime64_ns": [1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000], "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, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-07-20: The unemployment rate in the United States rose to 14.7% in April 2020, with 23.1 million unemployed workers. [Source]; Unemployment rates in the United States are currently higher than they were during the Great Recession. [Source]; The COVID-19 pandemic has led to an unprecedented surge in unemployment in the United States. [Source]; The unemployment rate among women in the United States was two percentage points higher than men between April-June 2020. [Source] 2020-07-13: The unemployment rate in Massachusetts was 16.1% in July 2020, while the U.S. unemployment rate was 10.2% in the same month. [Source: www.bls.gov]; New York State's seasonally adjusted unemployment rate increased from 14.5% to 15.1% in June 2020. [Source: dol.ny.gov]; Unemployment rates decreased in 41 states from July 2020 to August 2020. [Source: www.bls.gov] 2020-07-06: The unemployment rate in the US has been high, with over 40 million Americans filing for unemployment benefits in the past 10 weeks, and a current rate of 11.1% for Black Americans. [Source: www.nga.org, fortune.com] 2020-06-29: Massachusetts had the highest unemployment rate in June 2020, at 17.4%, followed by New Jersey and New York. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2020-07-20: The unemployment rate in the United States rose to 14.7% in April 2020, with 23.1 million unemployed workers. [Source]; Unemployment rates in the United States are currently higher than they were during the Great Recession. [Source]; The COVID-19 pandemic has led to an unprecedented surge in unemployment in the United States. [Source]; The unemployment rate among women in the United States was two percentage points higher than men between April-June 2020. [Source] 2020-07-13: The unemployment rate in Massachusetts was 16.1% in July 2020, while the U.S. unemployment rate was 10.2% in the same month. [Source: www.bls.gov]; New York State's seasonally adjusted unemployment rate increased from 14.5% to 15.1% in June 2020. [Source: dol.ny.gov]; Unemployment rates decreased in 41 states from July 2020 to August 2020. [Source: www.bls.gov] 2020-07-06: The unemployment rate in the US has been high, with over 40 million Americans filing for unemployment benefits in the past 10 weeks, and a current rate of 11.1% for Black Americans. [Source: www.nga.org, fortune.com] 2020-06-29: Massachusetts had the highest unemployment rate in June 2020, at 17.4%, followed by New Jersey and New York. [Source: www.bls.gov];\"]"}
+{"batch_x": [4.0, 3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5], "batch_y": [7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137], "batch_x_timestamps_datetime64_ns": [1577836800000000000, 1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000], "batch_y_timestamps_datetime64_ns": [1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.5], [-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174]], "batch_y_mark": [[-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-08-24: The current state unemployment rate in Connecticut is 4.4%. [Source: portal.ct.gov]; The US unemployment rate skyrocketed to 14.7% in April 2020. [Source: www.ncbi.nlm.nih.gov]; Researchers have estimated unemployment rates among people experiencing homelessness to be even higher than the national average. [Source: socialinnovation.usc.edu]; The US unemployment rate in February was 3.5%, but rose to 4.4% in March and 14.7% in April. [Source: www.nejm.org] 2020-08-17: The unemployment rate in the United States has risen significantly since the start of the COVID-19 pandemic, with a peak rate not seen since 1948. [Source: www.ncbi.nlm.nih.gov]; Before the pandemic, unemployment rates in the U.S. were at historic lows, but long-standing demographic disparities persisted. [Source: laborcenter.berkeley.edu]; The decline in federal spending on food assistance between 2013 and 2019 was largely due to the improvement in the U.S. economy, as the unemployment rate declined from 7.4 to 3.7%. [Source: www.ers.usda.gov] 2020-08-10: The unemployment rate in the Pittsburgh, PA Metropolitan Statistical Area was not seasonally adjusted in June 2020. [Source: www.bls.gov]; In June 2020, Kent County, DE, had the highest unemployment rate on the Delmarva Peninsula at 14.1 percent. [Source: www.bls.gov]; In 15 states and in the District of Columbia, African American unemployment rates exceed white unemployment rates by a ratio of 2.0-to-1 or higher. [Source: www.epi.org]; The COVID-19 pandemic triggered a stark rise in youth unemployment in selected metro areas. [Source: www.mathematica.org]; Enhanced unemployment benefits of $600 were chosen to raise unemployment benefits to replace 100% of lost wages for the average U.S. worker. [Source: econofact.org]; Black and Hispanic women lag in recovering from the recession, with higher unemployment rates. [Source: iwpr.org]; Tennessee's preliminary unemployment rate in August 2020 was not seasonally adjusted. [Source: www.tn.gov] 2020-08-03: The unemployment rate in the US fell to 10.2 percent in July 2020, with 1.8 million jobs added. [Source: www.bls.gov]; Labor force participation rate increased in prior months as the official unemployment rate fell, but remained steady in July. [Source: www.piie.com]; The unemployment rate among U.S. Hispanics is disproportionately high, with a significant impact on the Latino community. [Source: www.pewresearch.org]; The labor force counts persons in the population who are either working for pay or are actively seeking work. [Source: www.azeconomy.org]; The US experienced the sharpest rise in unemployment among OECD countries, but labor market conditions somewhat improved in July. [Source: www.un.org];\"\n \"Available facts are as follows: 2020-08-24: The current state unemployment rate in Connecticut is 4.4%. [Source: portal.ct.gov]; The US unemployment rate skyrocketed to 14.7% in April 2020. [Source: www.ncbi.nlm.nih.gov]; Researchers have estimated unemployment rates among people experiencing homelessness to be even higher than the national average. [Source: socialinnovation.usc.edu]; The US unemployment rate in February was 3.5%, but rose to 4.4% in March and 14.7% in April. [Source: www.nejm.org] 2020-08-17: The unemployment rate in the United States has risen significantly since the start of the COVID-19 pandemic, with a peak rate not seen since 1948. [Source: www.ncbi.nlm.nih.gov]; Before the pandemic, unemployment rates in the U.S. were at historic lows, but long-standing demographic disparities persisted. [Source: laborcenter.berkeley.edu]; The decline in federal spending on food assistance between 2013 and 2019 was largely due to the improvement in the U.S. economy, as the unemployment rate declined from 7.4 to 3.7%. [Source: www.ers.usda.gov] 2020-08-10: The unemployment rate in the Pittsburgh, PA Metropolitan Statistical Area was not seasonally adjusted in June 2020. [Source: www.bls.gov]; In June 2020, Kent County, DE, had the highest unemployment rate on the Delmarva Peninsula at 14.1 percent. [Source: www.bls.gov]; In 15 states and in the District of Columbia, African American unemployment rates exceed white unemployment rates by a ratio of 2.0-to-1 or higher. [Source: www.epi.org]; The COVID-19 pandemic triggered a stark rise in youth unemployment in selected metro areas. [Source: www.mathematica.org]; Enhanced unemployment benefits of $600 were chosen to raise unemployment benefits to replace 100% of lost wages for the average U.S. worker. [Source: econofact.org]; Black and Hispanic women lag in recovering from the recession, with higher unemployment rates. [Source: iwpr.org]; Tennessee's preliminary unemployment rate in August 2020 was not seasonally adjusted. [Source: www.tn.gov] 2020-08-03: The unemployment rate in the US fell to 10.2 percent in July 2020, with 1.8 million jobs added. [Source: www.bls.gov]; Labor force participation rate increased in prior months as the official unemployment rate fell, but remained steady in July. [Source: www.piie.com]; The unemployment rate among U.S. Hispanics is disproportionately high, with a significant impact on the Latino community. [Source: www.pewresearch.org]; The labor force counts persons in the population who are either working for pay or are actively seeking work. [Source: www.azeconomy.org]; The US experienced the sharpest rise in unemployment among OECD countries, but labor market conditions somewhat improved in July. [Source: www.un.org];\"]"}
+{"batch_x": [3.799999952316284, 4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137], "batch_y": [6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5], "batch_x_timestamps_datetime64_ns": [1580515200000000000, 1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000], "batch_y_timestamps_datetime64_ns": [1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, -0.41506850719451904], [-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339]], "batch_y_mark": [[-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-09-21: The national unemployment rate in the United States is currently high due to the COVID-19 pandemic, with 13.6 million U.S. workers claiming unemployment insurance in August. [Source: www.ilr.cornell.edu]; The unemployment rate in Colorado is predicted to be 3.7% in March 2024. [Source: cdle.colorado.gov]; 15% of U.S. adults have received unemployment benefits due to the coronavirus outbreak. [Source: www.pewresearch.org] 2020-09-14: The unemployment rate among blacks in the United States has been roughly double that of whites for decades. [Source: www.ncbi.nlm.nih.gov]; The documented unemployment rate in the United States rose from 3.5% in February 2020 to 8.4% in August 2020. [Source: www.choicesmagazine.org] 2020-09-07: The unemployment rate for people with a high school diploma was reported by the Bureau of Labor Statistics (BLS). [Source: www.bls.gov]; The national unemployment rate peaked in April 2020 at 14.7% and dropped to 13.3% as of May 2020. [Source: dpbh.nv.gov]; The official U.S. unemployment rate fell to 8.4% in August, from 10.2% in July. [Source: www.cnbc.com] 2020-08-31: The US unemployment rate fell to 8.4% in August, marking the first time it has dropped below 10% since the COVID-19 pandemic. [Source: www.piie.com];'\n 'Available facts are as follows: 2020-09-21: The national unemployment rate in the United States is currently high due to the COVID-19 pandemic, with 13.6 million U.S. workers claiming unemployment insurance in August. [Source: www.ilr.cornell.edu]; The unemployment rate in Colorado is predicted to be 3.7% in March 2024. [Source: cdle.colorado.gov]; 15% of U.S. adults have received unemployment benefits due to the coronavirus outbreak. [Source: www.pewresearch.org] 2020-09-14: The unemployment rate among blacks in the United States has been roughly double that of whites for decades. [Source: www.ncbi.nlm.nih.gov]; The documented unemployment rate in the United States rose from 3.5% in February 2020 to 8.4% in August 2020. [Source: www.choicesmagazine.org] 2020-09-07: The unemployment rate for people with a high school diploma was reported by the Bureau of Labor Statistics (BLS). [Source: www.bls.gov]; The national unemployment rate peaked in April 2020 at 14.7% and dropped to 13.3% as of May 2020. [Source: dpbh.nv.gov]; The official U.S. unemployment rate fell to 8.4% in August, from 10.2% in July. [Source: www.cnbc.com] 2020-08-31: The US unemployment rate fell to 8.4% in August, marking the first time it has dropped below 10% since the COVID-19 pandemic. [Source: www.piie.com];']"}
+{"batch_x": [4.5, 14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568], "batch_y": [6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568], "batch_x_timestamps_datetime64_ns": [1583020800000000000, 1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000], "batch_y_timestamps_datetime64_ns": [1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, -0.33561643958091736], [-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114]], "batch_y_mark": [[-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-10-26: The unemployment rate in Kentucky fell, and it jumped from 4.2 percent in [Source: kystats.ky.gov]; The unemployment rate in the United States increased rapidly due to temporary job losses, but remained comparatively more stable in Germany and Japan [Source: www.csis.org]; The U.S. economy has added 11.4 million new jobs since May, and the unemployment rate dropped in 38 states in September [Source: trumpwhitehouse.archives.gov, www.doi.gov]; In December 2019, unemployment in the United States was 3.5 percent, its lowest level since 1969 [Source: www.federalreserve.gov] 2020-10-19: Hawaii's unemployment rate stood at 15.1% in September 2020, while the U.S. unemployment rate reached an all-time high. [Source: labor.hawaii.gov] 2020-10-12: The unemployment rate in the United States fell to 6.9% in October 2020, according to the Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate was 7.9% in September 2020, a significant improvement from the nearly 15% mark in April. [Source: www.washingtonpost.com]; The homeowner vacancy rate was 0.8% and the rental vacancy rate was 0.9% in October 2020, according to the Census Bureau. [Source: data.census.gov]; The unemployment rate in the United States was 3.7% in 2024, and the nominal GDP per capita was $70,219.47 in 2021, according to Data Commons. [Source: datacommons.org] 2020-10-05: The unemployment rate has sharply increased as a result of the lockdown, with a temporary high since the Great Recession [Source: www.ncbi.nlm.nih.gov].; In 2019, the United States saw the largest increase in its history of trade deficit [Source: ustr.gov].; Florida ranks 40th in the country for the average number of weeks that workers get benefits [Source: www.floridapolicy.org].; The BLS Public Data API is available for third-party programmers, developers, and organizations to access labor statistics [Source: www.bls.gov].;\"\n \"Available facts are as follows: 2020-10-26: The unemployment rate in Kentucky fell, and it jumped from 4.2 percent in [Source: kystats.ky.gov]; The unemployment rate in the United States increased rapidly due to temporary job losses, but remained comparatively more stable in Germany and Japan [Source: www.csis.org]; The U.S. economy has added 11.4 million new jobs since May, and the unemployment rate dropped in 38 states in September [Source: trumpwhitehouse.archives.gov, www.doi.gov]; In December 2019, unemployment in the United States was 3.5 percent, its lowest level since 1969 [Source: www.federalreserve.gov] 2020-10-19: Hawaii's unemployment rate stood at 15.1% in September 2020, while the U.S. unemployment rate reached an all-time high. [Source: labor.hawaii.gov] 2020-10-12: The unemployment rate in the United States fell to 6.9% in October 2020, according to the Bureau of Labor Statistics. [Source: www.bls.gov]; The U.S. unemployment rate was 7.9% in September 2020, a significant improvement from the nearly 15% mark in April. [Source: www.washingtonpost.com]; The homeowner vacancy rate was 0.8% and the rental vacancy rate was 0.9% in October 2020, according to the Census Bureau. [Source: data.census.gov]; The unemployment rate in the United States was 3.7% in 2024, and the nominal GDP per capita was $70,219.47 in 2021, according to Data Commons. [Source: datacommons.org] 2020-10-05: The unemployment rate has sharply increased as a result of the lockdown, with a temporary high since the Great Recession [Source: www.ncbi.nlm.nih.gov].; In 2019, the United States saw the largest increase in its history of trade deficit [Source: ustr.gov].; Florida ranks 40th in the country for the average number of weeks that workers get benefits [Source: www.floridapolicy.org].; The BLS Public Data API is available for third-party programmers, developers, and organizations to access labor statistics [Source: www.bls.gov].;\"]"}
+{"batch_x": [14.399999618530273, 13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432], "batch_y": [6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137], "batch_x_timestamps_datetime64_ns": [1585699200000000000, 1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000], "batch_y_timestamps_datetime64_ns": [1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.250684916973114], [-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736]], "batch_y_mark": [[-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-11-23: In 19 states, the unemployment rate remained in the double digits amidst the coronavirus pandemic, with Kentucky having the lowest unemployment rate at 4.3%. [Source: usafacts.org]; In September, immigrant women still had an unemployment rate exceeding 11 percent—well above the 7.5 percent rate for both U.S.-born men and women and the rate for working-age immigrant men. [Source: www.migrationpolicy.org]; In 2019, prior to COVID-19, about 9 million American adults did not have enough to eat. [Source: econofact.org]; The CPI measures inflation as experienced by consumers in their day-to-day living expenses, with indexes available for the United States and various geographic areas. [Source: www.bls.gov] 2020-11-16: The national unemployment rate in the United States has been fluctuating, with a record-low rate in 2019. [Source: www.csis.org]; Unemployment rates vary by race and ethnicity, with African-Americans/Blacks having the highest rate of 5.9% in 2019. [Source: www.shadac.org]; The COVID-19 pandemic has led to job losses of catastrophic proportions in the United States. [Source: www.frbsf.org] 2020-11-09: As of November 2020, three states had unemployment rates above 10 percent, and 13 states had rates that were not appreciably different from that of the nation. [Source: www.bls.gov]; The national unemployment rate in the United States was 6.7% in November 2020. [Source: www.bls.gov] 2020-11-02: The unemployment rate in the United States declined to 6.9 percent in October 2020, with total nonfarm payroll employment rising by 638,000. [Source: www.bls.gov]; Prior to the pandemic, President Trump claimed to have delivered the lowest unemployment rate in half a century, with the rate at 3.5% in February 2020. [Source: www.bbc.com];'\n 'Available facts are as follows: 2020-11-23: In 19 states, the unemployment rate remained in the double digits amidst the coronavirus pandemic, with Kentucky having the lowest unemployment rate at 4.3%. [Source: usafacts.org]; In September, immigrant women still had an unemployment rate exceeding 11 percent—well above the 7.5 percent rate for both U.S.-born men and women and the rate for working-age immigrant men. [Source: www.migrationpolicy.org]; In 2019, prior to COVID-19, about 9 million American adults did not have enough to eat. [Source: econofact.org]; The CPI measures inflation as experienced by consumers in their day-to-day living expenses, with indexes available for the United States and various geographic areas. [Source: www.bls.gov] 2020-11-16: The national unemployment rate in the United States has been fluctuating, with a record-low rate in 2019. [Source: www.csis.org]; Unemployment rates vary by race and ethnicity, with African-Americans/Blacks having the highest rate of 5.9% in 2019. [Source: www.shadac.org]; The COVID-19 pandemic has led to job losses of catastrophic proportions in the United States. [Source: www.frbsf.org] 2020-11-09: As of November 2020, three states had unemployment rates above 10 percent, and 13 states had rates that were not appreciably different from that of the nation. [Source: www.bls.gov]; The national unemployment rate in the United States was 6.7% in November 2020. [Source: www.bls.gov] 2020-11-02: The unemployment rate in the United States declined to 6.9 percent in October 2020, with total nonfarm payroll employment rising by 638,000. [Source: www.bls.gov]; Prior to the pandemic, President Trump claimed to have delivered the lowest unemployment rate in half a century, with the rate at 3.5% in February 2020. [Source: www.bbc.com];']"}
+{"batch_x": [13.0, 11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5], "batch_y": [6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863], "batch_x_timestamps_datetime64_ns": [1588291200000000000, 1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000], "batch_y_timestamps_datetime64_ns": [1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000], "batch_x_mark": [[-0.5, 0.1666666716337204, -0.5, -0.1684931516647339], [-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -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, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2020-12-21: The unemployment rate for the Las Vegas area was 11.5 percent in November 2020, the highest in the state. [Source: cms.detr.nv.gov]; The Reno MSA had an increase of 1,600 jobs (0.7%) since October 2020. [Source: cms.detr.nv.gov]; The national unemployment rate reached a generational low in 2019. [Source: waysandmeans.house.gov]; Real median U.S. household income in 2019 rose nearly 50 percent. [Source: waysandmeans.house.gov] 2020-12-14: The United States unemployment rate for December 2020 decreased to 6.7%, down 0.2 of a percentage point from the previous month. [Source: www.tn.gov]; In 2017, the value of business done for kind-of-business in the U.S. was reported in the Economic Census. [Source: data.census.gov]; Black workers faced unemployment rates of over 10% in 16 of the 22 states in the third and fourth quarters of 2020. [Source: www.epi.org] 2020-12-07: In 2019, the overall unemployment rate for the United States was 3.7 percent, with varying rates across race and ethnicity groups. [Source: www.bls.gov]; As of March 2024, the unemployment rate in Colorado is 3.7%, similar to the national rate. [Source: cdle.colorado.gov]; The unemployment rate of Black Americans was 5.5 percentage points higher than the national average as of September 2020. [Source: www.brookings.edu] 2020-11-30: The US economy added 245,000 jobs in November, but remains 10 million jobs short of its pre-pandemic level, with an unemployment rate of 6.7%. [Source: www.piie.com, www.bls.gov];'\n 'Available facts are as follows: 2020-12-21: The unemployment rate for the Las Vegas area was 11.5 percent in November 2020, the highest in the state. [Source: cms.detr.nv.gov]; The Reno MSA had an increase of 1,600 jobs (0.7%) since October 2020. [Source: cms.detr.nv.gov]; The national unemployment rate reached a generational low in 2019. [Source: waysandmeans.house.gov]; Real median U.S. household income in 2019 rose nearly 50 percent. [Source: waysandmeans.house.gov] 2020-12-14: The United States unemployment rate for December 2020 decreased to 6.7%, down 0.2 of a percentage point from the previous month. [Source: www.tn.gov]; In 2017, the value of business done for kind-of-business in the U.S. was reported in the Economic Census. [Source: data.census.gov]; Black workers faced unemployment rates of over 10% in 16 of the 22 states in the third and fourth quarters of 2020. [Source: www.epi.org] 2020-12-07: In 2019, the overall unemployment rate for the United States was 3.7 percent, with varying rates across race and ethnicity groups. [Source: www.bls.gov]; As of March 2024, the unemployment rate in Colorado is 3.7%, similar to the national rate. [Source: cdle.colorado.gov]; The unemployment rate of Black Americans was 5.5 percentage points higher than the national average as of September 2020. [Source: www.brookings.edu] 2020-11-30: The US economy added 245,000 jobs in November, but remains 10 million jobs short of its pre-pandemic level, with an unemployment rate of 6.7%. [Source: www.piie.com, www.bls.gov];']"}
+{"batch_x": [11.199999809265137, 10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863], "batch_y": [6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568], "batch_x_timestamps_datetime64_ns": [1590969600000000000, 1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000], "batch_y_timestamps_datetime64_ns": [1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000], "batch_x_mark": [[-0.5, -0.5, -0.5, -0.08356164395809174], [-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-0.5, 0.1666666716337204, -0.5, -0.5]], "batch_y_mark": [[-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2021-01-25: As of December 2020, some states in the US have statistically significant unemployment rate changes. [Source: www.bls.gov]; Since the COVID-19 pandemic began, over 54 million US residents have lost their jobs. [Source: jamanetwork.com]; The US accounts for 63% of the additional unemployed among all high-income countries in 2020. [Source: www.ilo.org]; Around one-fourth of the US population filed for unemployment benefits from mid-March to July 2020. [Source: www.ncbi.nlm.nih.gov] 2021-01-18: The New York State unemployment rate fell to 8.2% in December 2020, marking the fifth consecutive month of decline. [Source: dol.ny.gov] 2021-01-11: The national unemployment rate in January 2021 was 6.3 percent, which fell by 0.4 percentage point over the month, but was 2.8 points higher than in January 2020. [Source: www.bls.gov]; Unemployment insurance as a share of the population hit its lowest level on record in January 2021. [Source: trumpwhitehouse.archives.gov]; Unemployment for women hit its lowest rate in nearly 70 years during the Trump administration. [Source: trumpwhitehouse.archives.gov] 2021-01-04: The unemployment rate in the United States remained unchanged at 6.7% in December 2020, with a decline of 140,000 in total nonfarm payroll employment. [Source: www.bls.gov]; The prevalence of illicit drug use in the United States increased from 8.3% in 2002 to 11.2% in 2017. [Source: bmcpsychiatry.biomedcentral.com]; The number of jobs and unemployment rate of those previously employed in the hospital industry can be found in the tables presented by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The official unemployment rate was 6.7% in December 2020, with 26.8 million people unemployed or underemployed in the United States. [Source: www.epi.org];'\n 'Available facts are as follows: 2021-01-25: As of December 2020, some states in the US have statistically significant unemployment rate changes. [Source: www.bls.gov]; Since the COVID-19 pandemic began, over 54 million US residents have lost their jobs. [Source: jamanetwork.com]; The US accounts for 63% of the additional unemployed among all high-income countries in 2020. [Source: www.ilo.org]; Around one-fourth of the US population filed for unemployment benefits from mid-March to July 2020. [Source: www.ncbi.nlm.nih.gov] 2021-01-18: The New York State unemployment rate fell to 8.2% in December 2020, marking the fifth consecutive month of decline. [Source: dol.ny.gov] 2021-01-11: The national unemployment rate in January 2021 was 6.3 percent, which fell by 0.4 percentage point over the month, but was 2.8 points higher than in January 2020. [Source: www.bls.gov]; Unemployment insurance as a share of the population hit its lowest level on record in January 2021. [Source: trumpwhitehouse.archives.gov]; Unemployment for women hit its lowest rate in nearly 70 years during the Trump administration. [Source: trumpwhitehouse.archives.gov] 2021-01-04: The unemployment rate in the United States remained unchanged at 6.7% in December 2020, with a decline of 140,000 in total nonfarm payroll employment. [Source: www.bls.gov]; The prevalence of illicit drug use in the United States increased from 8.3% in 2002 to 11.2% in 2017. [Source: bmcpsychiatry.biomedcentral.com]; The number of jobs and unemployment rate of those previously employed in the hospital industry can be found in the tables presented by the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The official unemployment rate was 6.7% in December 2020, with 26.8 million people unemployed or underemployed in the United States. [Source: www.epi.org];']"}
+{"batch_x": [10.5, 8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568], "batch_y": [6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863], "batch_x_timestamps_datetime64_ns": [1593561600000000000, 1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000], "batch_y_timestamps_datetime64_ns": [1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000], "batch_x_mark": [[-0.5, -0.1666666716337204, -0.5, -0.001369863050058484], [-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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: 2021-02-22: In 2020, 73.3 million workers age 16 and older in the United States were paid at hourly rates, representing 55.5 percent of all wage and salary workers. [Source: www.bls.gov]; The unemployment rate in Bakersfield, CA is 7%. [Source: www.bakersfieldcity.us]; The unemployment rate has improved, but disaggregating the data into different groups of workers provides more insights. [Source: www.federalreserve.gov] 2021-02-15: As of February 2021, all states in the US had unemployment rates below 10.0 percent. [Source: U.S. Bureau of Labor Statistics]; The U.S. Bureau of Labor Statistics' 2019-29 employment projections were impacted by the COVID-19 pandemic. [Source: U.S. Bureau of Labor Statistics]; Under the severely adverse scenario, the U.S. unemployment rate is projected to climb to a peak of 10-3/4 percent in the third quarter of 2021. [Source: Federal Reserve]; The average unemployment rate in 3,136 U.S. counties is 3.26%. [Source: USA FACTS] 2021-02-08: The U.S. unemployment rate stood at 6.5% in December 2020, roughly 3 percentage points higher than the rate in December 2019. [Source: www.pewresearch.org]; The Unemployment Insurance Technology Modernization Act aims to invest in federal technology systems and staff, ensuring equity across state lines. [Source: www.finance.senate.gov]; Black communities have the fewest supermarkets in urban areas, according to a study by the Annie E. Casey Foundation. [Source: www.aecf.org]; Gray bars indicate recession periods, and the unemployment rate has a trend of increasing during these periods. [Source: www.clevelandfed.org]; The national unemployment rate, as well as state and local rates, can be found on the Bureau of Labor Statistics website. [Source: www.bls.gov]; Black women have had higher unemployment rates than white men in every economic recession of the last 50 years. [Source: blog.dol.gov]; Published unemployment rates during COVID-19 have dramatically understated the deterioration in the labor market. [Source: www.federalreserve.gov]; Unemployment is not the sole determinant of crime rates, according to a review of about 30 relevant studies. [Source: www.ojp.gov]; The longest labor market expansion in post-war US history came to an abrupt end with the emergence of the COVID-19 pandemic in March 2020. [Source: www.nber.org]; Aging of the working-age population reduces overall unemployment, according to estimates. [Source: rsaiconnect.onlinelibrary.wiley.com] 2021-02-01: The unemployment rate fell by 0.4 percentage point to 6.3 percent in January 2021. Nonfarm payroll employment changed little, with an increase of 49,000 jobs. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2021-02-22: In 2020, 73.3 million workers age 16 and older in the United States were paid at hourly rates, representing 55.5 percent of all wage and salary workers. [Source: www.bls.gov]; The unemployment rate in Bakersfield, CA is 7%. [Source: www.bakersfieldcity.us]; The unemployment rate has improved, but disaggregating the data into different groups of workers provides more insights. [Source: www.federalreserve.gov] 2021-02-15: As of February 2021, all states in the US had unemployment rates below 10.0 percent. [Source: U.S. Bureau of Labor Statistics]; The U.S. Bureau of Labor Statistics' 2019-29 employment projections were impacted by the COVID-19 pandemic. [Source: U.S. Bureau of Labor Statistics]; Under the severely adverse scenario, the U.S. unemployment rate is projected to climb to a peak of 10-3/4 percent in the third quarter of 2021. [Source: Federal Reserve]; The average unemployment rate in 3,136 U.S. counties is 3.26%. [Source: USA FACTS] 2021-02-08: The U.S. unemployment rate stood at 6.5% in December 2020, roughly 3 percentage points higher than the rate in December 2019. [Source: www.pewresearch.org]; The Unemployment Insurance Technology Modernization Act aims to invest in federal technology systems and staff, ensuring equity across state lines. [Source: www.finance.senate.gov]; Black communities have the fewest supermarkets in urban areas, according to a study by the Annie E. Casey Foundation. [Source: www.aecf.org]; Gray bars indicate recession periods, and the unemployment rate has a trend of increasing during these periods. [Source: www.clevelandfed.org]; The national unemployment rate, as well as state and local rates, can be found on the Bureau of Labor Statistics website. [Source: www.bls.gov]; Black women have had higher unemployment rates than white men in every economic recession of the last 50 years. [Source: blog.dol.gov]; Published unemployment rates during COVID-19 have dramatically understated the deterioration in the labor market. [Source: www.federalreserve.gov]; Unemployment is not the sole determinant of crime rates, according to a review of about 30 relevant studies. [Source: www.ojp.gov]; The longest labor market expansion in post-war US history came to an abrupt end with the emergence of the COVID-19 pandemic in March 2020. [Source: www.nber.org]; Aging of the working-age population reduces overall unemployment, according to estimates. [Source: rsaiconnect.onlinelibrary.wiley.com] 2021-02-01: The unemployment rate fell by 0.4 percentage point to 6.3 percent in January 2021. Nonfarm payroll employment changed little, with an increase of 49,000 jobs. [Source: www.bls.gov];\"]"}
+{"batch_x": [8.5, 7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137], "batch_y": [5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316], "batch_x_timestamps_datetime64_ns": [1596240000000000000, 1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000], "batch_y_timestamps_datetime64_ns": [1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000], "batch_x_mark": [[-0.5, 0.3333333432674408, -0.5, 0.08356164395809174], [-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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, 0.4178082048892975], [-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: 2021-03-22: The U.S. Department of Labor's Bureau of Labor Statistics (BLS) released state jobs and unemployment data for January 2021, showing preliminary survey data. [Source: mwejobs.maryland.gov]; The Bureau of Economic Analysis (BEA) released revised quarterly personal income data, including the impact of the temporary $600 per week increase in state unemployment insurance compensation. [Source: www.bea.gov]; The unemployment rate and labor market trends vary by race, with differences in state-level outcomes for Blacks and whites in employment rates, labor force participation rates, and real wages. [Source: www.clevelandfed.org] 2021-03-15: The unemployment rate for college graduates is 3.7%, while for non-college graduates, it is 6.7% [Source: www.bls.gov].; The seasonally adjusted unemployment rate in New York City was 4.9% in March 2021, and 4.3% in New York State [Source: dol.ny.gov].; In March 2021, 245 metropolitan areas had unemployment rates below the U.S. rate of 6.2%, 138 areas had rates above it, and 6 areas had rates equal to it [Source: www.bls.gov]. 2021-03-08: For the week ending March 28, 2020, the number of initial claims for unemployment insurance was nearly 7 million, a record high. [Source: www.feedingamerica.org] 2021-03-01: Annual average unemployment rates rose in 2020 in all regions, divisions, and states in the US, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The labor market improved in February 2021, with employers adding 379,000 jobs, but the economy remains 11.9 million jobs below its pre-pandemic trend. [Source: www.piie.com]; Total nonfarm payroll employment rose by 379,000 in February, and the unemployment rate was little changed at 6.2 percent, according to the U.S. Bureau of Labor. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2021-03-22: The U.S. Department of Labor's Bureau of Labor Statistics (BLS) released state jobs and unemployment data for January 2021, showing preliminary survey data. [Source: mwejobs.maryland.gov]; The Bureau of Economic Analysis (BEA) released revised quarterly personal income data, including the impact of the temporary $600 per week increase in state unemployment insurance compensation. [Source: www.bea.gov]; The unemployment rate and labor market trends vary by race, with differences in state-level outcomes for Blacks and whites in employment rates, labor force participation rates, and real wages. [Source: www.clevelandfed.org] 2021-03-15: The unemployment rate for college graduates is 3.7%, while for non-college graduates, it is 6.7% [Source: www.bls.gov].; The seasonally adjusted unemployment rate in New York City was 4.9% in March 2021, and 4.3% in New York State [Source: dol.ny.gov].; In March 2021, 245 metropolitan areas had unemployment rates below the U.S. rate of 6.2%, 138 areas had rates above it, and 6 areas had rates equal to it [Source: www.bls.gov]. 2021-03-08: For the week ending March 28, 2020, the number of initial claims for unemployment insurance was nearly 7 million, a record high. [Source: www.feedingamerica.org] 2021-03-01: Annual average unemployment rates rose in 2020 in all regions, divisions, and states in the US, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The labor market improved in February 2021, with employers adding 379,000 jobs, but the economy remains 11.9 million jobs below its pre-pandemic trend. [Source: www.piie.com]; Total nonfarm payroll employment rose by 379,000 in February, and the unemployment rate was little changed at 6.2 percent, according to the U.S. Bureau of Labor. [Source: www.bls.gov];\"]"}
+{"batch_x": [7.699999809265137, 6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137], "batch_y": [5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716], "batch_x_timestamps_datetime64_ns": [1598918400000000000, 1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000], "batch_y_timestamps_datetime64_ns": [1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.1684931516647339], [-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2021-04-19: Unemployment rates increased in 40 states and D.C. from March 2020 to April 2021, according to the U.S. Bureau of Labor Statistics. [Source]; The taxable wage base for Unemployment Insurance purposes varies by state, with a maximum amount of an employee's yearly total wages that can be taxed. [Source] 2021-04-12: The unemployment insurance (UI) system in the United States was established in 1935 and last major changes were put in place in 1976. [Source: www.hamiltonproject.org]; The unemployment rate in the transportation and warehousing sector rose above the total U.S. unemployment rate in 2020 due to the COVID-19 pandemic. [Source: www.bts.gov]; The U-3 unemployment rate was 6.1 percent, and the U-6 rate was 10.4 percent in April 2021. [Source: www.bls.gov]; The unemployment rate for Native Hawaiians and Pacific Islanders was 4.5% in 2019. [Source: minorityhealth.hhs.gov] 2021-04-05: Objective facts about the Economics situation:The US unemployment rate rose to 10% during the great recession downturn from 2007-2010, but the healthcare labor market was not significantly impacted. [Source: www.ncbi.nlm.nih.gov]Unemployment rates are higher in Appalachian mining counties compared to non-mining counties in Appalachia and the rest of the US. [Source: www.arc.gov]In the third quarter of 2020, the unemployment rate varied from state to state and over time. [Source: www.ncbi.nlm.nih.gov]Regions with low socioeconomic status have fewer neurosurgeons per capita in the United States. [Source: pubmed.ncbi.nlm.nih.gov]Labor market distress can manifest in the form of both a rise in unemployment and a fall in labor force participation. [Source: iwpr.org]Men comprise more than 70% of people employed in manufacturing, according to the US Bureau of Labour Statistics. [Source: unctad.org]The national unemployment rate is tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]On some Indian reservations in the United States, the unemployment rate among residents has ranged from 20% to over 80%. [Source: www.theregreview.org]Nineteen percent of U.S. households could not afford to pay for medical care up front or when they received care in 2017. [Source: www.census.gov] 2021-03-29: The unemployment rate in the US has edged down to 6.0 percent as of March 2021, with total nonfarm payroll employment rising by 916,000. [Source: www.bls.gov]; The long-term unemployment rate continues to rise, with 43.4% of America's unemployed having been unemployed for 27 weeks or more, equivalent to 4.2 million people. [Source: blog.dol.gov]; The US has one of the highest traffic fatality rates in the world, and the government is calling on Congress to tackle long-term unemployment and underemployment. [Source: www.whitehouse.gov];\"\n \"Available facts are as follows: 2021-04-19: Unemployment rates increased in 40 states and D.C. from March 2020 to April 2021, according to the U.S. Bureau of Labor Statistics. [Source]; The taxable wage base for Unemployment Insurance purposes varies by state, with a maximum amount of an employee's yearly total wages that can be taxed. [Source] 2021-04-12: The unemployment insurance (UI) system in the United States was established in 1935 and last major changes were put in place in 1976. [Source: www.hamiltonproject.org]; The unemployment rate in the transportation and warehousing sector rose above the total U.S. unemployment rate in 2020 due to the COVID-19 pandemic. [Source: www.bts.gov]; The U-3 unemployment rate was 6.1 percent, and the U-6 rate was 10.4 percent in April 2021. [Source: www.bls.gov]; The unemployment rate for Native Hawaiians and Pacific Islanders was 4.5% in 2019. [Source: minorityhealth.hhs.gov] 2021-04-05: Objective facts about the Economics situation:The US unemployment rate rose to 10% during the great recession downturn from 2007-2010, but the healthcare labor market was not significantly impacted. [Source: www.ncbi.nlm.nih.gov]Unemployment rates are higher in Appalachian mining counties compared to non-mining counties in Appalachia and the rest of the US. [Source: www.arc.gov]In the third quarter of 2020, the unemployment rate varied from state to state and over time. [Source: www.ncbi.nlm.nih.gov]Regions with low socioeconomic status have fewer neurosurgeons per capita in the United States. [Source: pubmed.ncbi.nlm.nih.gov]Labor market distress can manifest in the form of both a rise in unemployment and a fall in labor force participation. [Source: iwpr.org]Men comprise more than 70% of people employed in manufacturing, according to the US Bureau of Labour Statistics. [Source: unctad.org]The national unemployment rate is tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]On some Indian reservations in the United States, the unemployment rate among residents has ranged from 20% to over 80%. [Source: www.theregreview.org]Nineteen percent of U.S. households could not afford to pay for medical care up front or when they received care in 2017. [Source: www.census.gov] 2021-03-29: The unemployment rate in the US has edged down to 6.0 percent as of March 2021, with total nonfarm payroll employment rising by 916,000. [Source: www.bls.gov]; The long-term unemployment rate continues to rise, with 43.4% of America's unemployed having been unemployed for 27 weeks or more, equivalent to 4.2 million people. [Source: blog.dol.gov]; The US has one of the highest traffic fatality rates in the world, and the government is calling on Congress to tackle long-term unemployment and underemployment. [Source: www.whitehouse.gov];\"]"}
+{"batch_x": [6.599999904632568, 6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5], "batch_y": [6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432], "batch_x_timestamps_datetime64_ns": [1601510400000000000, 1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000], "batch_y_timestamps_datetime64_ns": [1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000], "batch_x_mark": [[-0.5, 0.0, -0.5, 0.250684916973114], [-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2021-05-24: The U.S. census counts every resident in the United States, including unemployment levels, weeks and hours worked, occupations, and commuting. [Source: www.census.gov]; Most states ended 2020 with higher unemployment rates than before the pandemic. [Source: www.fdic.gov]; Labor force participation rates and trends in the State are being analyzed. [Source: wioaplans.ed.gov]; To receive unemployment benefits, one must be a U.S. citizen or authorized to work in the United States. [Source: www.uc.pa.gov]; The increase in US unemployment was bigger than in the EU, while the economic recovery is expected to be faster in the former. [Source: www.eba.europa.eu]; Employment declined sharply during the COVID-19 pandemic for self-employed workers. [Source: www.bls.gov]; The U.S. fertility rate rebounded to just shy of the replacement rate, but unemployment spiked and incomes stagnated. [Source: www.migrationpolicy.org]; The National Unemployment Rate and State & Local Unemployment Rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; The Great Recession affected physical activity of young adults in the United States. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate among military spouses was 24% prior to the pandemic. [Source: www.csis.org] 2021-05-17: The unemployment rate among AANHPI women in the labor force varied significantly, with Pacific Islanders having the highest rate at 6.3%. [Source: blog.dol.gov]; In April 2020, the state's jobless rate was high, but it has recovered significantly in a year-to-year comparison. [Source: www.tn.gov]; Native American unemployment spiked to 26 percent in the early months of the pandemic and remains at nearly 11 percent. [Source: www.federalregister.gov]; Iowa's unemployment rate rose in April, but it still has the 10th-lowest unemployment rate in the country. [Source: www.desmoinesregister.com]; Historically, AAPI workers have lower unemployment rates. [Source: www.epi.org] 2021-05-10: As of May 2021, the national unemployment rate in the United States is 5.8%. [Source: www.bls.gov]; The unemployment rate in the US rose from 3.5% in February 2020 to a record high of 14.7% in April 2020, and then decreased to 5.8% in May 2021. [Source: covid19.nih.gov]; 27 states have lower unemployment rates than the national rate, while Alabama has an unemployment rate of 3.8%, the lowest in the Southeast. [Source: governor.alabama.gov, www.bls.gov] 2021-05-03: The unemployment rate in the United States was 6.1% in April 2021, with 266,000 jobs added during the month. [Source: www.bls.gov]; In March 2021, 916,000 jobs were added and the unemployment rate fell to 6%. [Source: www.cepal.org]; Unemployment insurance claims in North Carolina peaked in April 2020 with a total of over 478,000 claims. [Source: carolinademography.cpc.unc.edu];\"\n \"Available facts are as follows: 2021-05-24: The U.S. census counts every resident in the United States, including unemployment levels, weeks and hours worked, occupations, and commuting. [Source: www.census.gov]; Most states ended 2020 with higher unemployment rates than before the pandemic. [Source: www.fdic.gov]; Labor force participation rates and trends in the State are being analyzed. [Source: wioaplans.ed.gov]; To receive unemployment benefits, one must be a U.S. citizen or authorized to work in the United States. [Source: www.uc.pa.gov]; The increase in US unemployment was bigger than in the EU, while the economic recovery is expected to be faster in the former. [Source: www.eba.europa.eu]; Employment declined sharply during the COVID-19 pandemic for self-employed workers. [Source: www.bls.gov]; The U.S. fertility rate rebounded to just shy of the replacement rate, but unemployment spiked and incomes stagnated. [Source: www.migrationpolicy.org]; The National Unemployment Rate and State & Local Unemployment Rates are tracked by the Bureau of Labor Statistics. [Source: www.bls.gov]; The Great Recession affected physical activity of young adults in the United States. [Source: www.ncbi.nlm.nih.gov]; The unemployment rate among military spouses was 24% prior to the pandemic. [Source: www.csis.org] 2021-05-17: The unemployment rate among AANHPI women in the labor force varied significantly, with Pacific Islanders having the highest rate at 6.3%. [Source: blog.dol.gov]; In April 2020, the state's jobless rate was high, but it has recovered significantly in a year-to-year comparison. [Source: www.tn.gov]; Native American unemployment spiked to 26 percent in the early months of the pandemic and remains at nearly 11 percent. [Source: www.federalregister.gov]; Iowa's unemployment rate rose in April, but it still has the 10th-lowest unemployment rate in the country. [Source: www.desmoinesregister.com]; Historically, AAPI workers have lower unemployment rates. [Source: www.epi.org] 2021-05-10: As of May 2021, the national unemployment rate in the United States is 5.8%. [Source: www.bls.gov]; The unemployment rate in the US rose from 3.5% in February 2020 to a record high of 14.7% in April 2020, and then decreased to 5.8% in May 2021. [Source: covid19.nih.gov]; 27 states have lower unemployment rates than the national rate, while Alabama has an unemployment rate of 3.8%, the lowest in the Southeast. [Source: governor.alabama.gov, www.bls.gov] 2021-05-03: The unemployment rate in the United States was 6.1% in April 2021, with 266,000 jobs added during the month. [Source: www.bls.gov]; In March 2021, 916,000 jobs were added and the unemployment rate fell to 6%. [Source: www.cepal.org]; Unemployment insurance claims in North Carolina peaked in April 2020 with a total of over 478,000 claims. [Source: carolinademography.cpc.unc.edu];\"]"}
+{"batch_x": [6.400000095367432, 6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568], "batch_y": [5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568], "batch_x_timestamps_datetime64_ns": [1604188800000000000, 1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000], "batch_y_timestamps_datetime64_ns": [1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000], "batch_x_mark": [[-0.5, 0.5, -0.5, 0.33561643958091736], [-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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]], "batch_text": "['Available facts are as follows: 2021-06-21: The labor force participation rate has dipped in the United States, driven down by low unemployment rates and continued presence in the labor force in most states. [Source: www.census.gov]; The unemployment rate in the United States in 2021 varied by country, state, county, ZIP Code, tract, and block group. [Source: www.arcgis.com]; In Texas, all major sectors saw job losses in April 2020 due to the pandemic, with trade, transportation, and utilities being the most affected. [Source: apps.texastribune.org]; Foreign-born people constituted 13% of U.S. residents in 2013 and 17.4% of the U.S. labor force in 2018. [Source: www.ncbi.nlm.nih.gov]; The social insurance system in the US encompasses a wide range of government programs, including Social Security, Unemployment Insurance, and early childhood education. [Source: www.hamiltonproject.org]; 840,000 Floridians will lose federal pandemic unemployment benefits, with the state capping its maximum weekly UI benefits at $275. [Source: www.floridapolicy.org]; Unemployment rates have been tracked since January 2019 for U.S.-born and immigrant workers by gender, race/ethnicity, and other demographics. [Source: www.migrationpolicy.org] 2021-06-14: The U.S. unemployment rate has decreased by 7.5 percentage points from May 2020 to June 2021. [Source: www.tn.gov]; In 2020, the US unemployment rate averaged 8.1%, the highest annual rate since 2012. [Source: knoema.com]; The Arizona unemployment rate was 6.8% in June 2021, higher than the U.S. unemployment rate. [Source: www.dol.gov]; Women accounted for 55 percent of the 20.5 million jobs lost in April, raising the unemployment rate for adult women to 15.5%. [Source: www.nytimes.com]; In April 2020, the unemployment rate reached 14.8%, the highest documented since data collection began. [Source: ssri.psu.edu] 2021-06-07: The unemployment rate in April 2020 would have been 19.5 percent if not for the methodology used, compared to the official seasonally adjusted rate of 14.7 percent. [Source: www.bls.gov]; The Bronx has high levels of unemployment, making relief measures that enhance State unemployment programs important for the borough. [Source: www.osc.ny.gov]; A monthly household survey by the Bureau of Labor Statistics provides comprehensive information on employment and unemployment classified by age, sex, race, and other characteristics. [Source: www.bls.gov] 2021-05-31: The unemployment rate in the US fell to 5.8% in May 2021, with 559,000 jobs added to the economy. [Source: blog.dol.gov]; In 2020, older adults constituted 6.6% of the US labor force, with an unemployment rate of 7.5% compared to 3% in 2019. [Source: acl.gov]; As of May 2021, 6.2 million people were unable to work due to their employer closing or losing business. [Source: www.bls.gov];'\n 'Available facts are as follows: 2021-06-21: The labor force participation rate has dipped in the United States, driven down by low unemployment rates and continued presence in the labor force in most states. [Source: www.census.gov]; The unemployment rate in the United States in 2021 varied by country, state, county, ZIP Code, tract, and block group. [Source: www.arcgis.com]; In Texas, all major sectors saw job losses in April 2020 due to the pandemic, with trade, transportation, and utilities being the most affected. [Source: apps.texastribune.org]; Foreign-born people constituted 13% of U.S. residents in 2013 and 17.4% of the U.S. labor force in 2018. [Source: www.ncbi.nlm.nih.gov]; The social insurance system in the US encompasses a wide range of government programs, including Social Security, Unemployment Insurance, and early childhood education. [Source: www.hamiltonproject.org]; 840,000 Floridians will lose federal pandemic unemployment benefits, with the state capping its maximum weekly UI benefits at $275. [Source: www.floridapolicy.org]; Unemployment rates have been tracked since January 2019 for U.S.-born and immigrant workers by gender, race/ethnicity, and other demographics. [Source: www.migrationpolicy.org] 2021-06-14: The U.S. unemployment rate has decreased by 7.5 percentage points from May 2020 to June 2021. [Source: www.tn.gov]; In 2020, the US unemployment rate averaged 8.1%, the highest annual rate since 2012. [Source: knoema.com]; The Arizona unemployment rate was 6.8% in June 2021, higher than the U.S. unemployment rate. [Source: www.dol.gov]; Women accounted for 55 percent of the 20.5 million jobs lost in April, raising the unemployment rate for adult women to 15.5%. [Source: www.nytimes.com]; In April 2020, the unemployment rate reached 14.8%, the highest documented since data collection began. [Source: ssri.psu.edu] 2021-06-07: The unemployment rate in April 2020 would have been 19.5 percent if not for the methodology used, compared to the official seasonally adjusted rate of 14.7 percent. [Source: www.bls.gov]; The Bronx has high levels of unemployment, making relief measures that enhance State unemployment programs important for the borough. [Source: www.osc.ny.gov]; A monthly household survey by the Bureau of Labor Statistics provides comprehensive information on employment and unemployment classified by age, sex, race, and other characteristics. [Source: www.bls.gov] 2021-05-31: The unemployment rate in the US fell to 5.8% in May 2021, with 559,000 jobs added to the economy. [Source: blog.dol.gov]; In 2020, older adults constituted 6.6% of the US labor force, with an unemployment rate of 7.5% compared to 3% in 2019. [Source: acl.gov]; As of May 2021, 6.2 million people were unable to work due to their employer closing or losing business. [Source: www.bls.gov];']"}
+{"batch_x": [6.5, 6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137], "batch_y": [5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284], "batch_x_timestamps_datetime64_ns": [1606780800000000000, 1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000], "batch_y_timestamps_datetime64_ns": [1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000], "batch_x_mark": [[-0.5, -0.3333333432674408, -0.5, 0.4178082048892975], [-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]], "batch_text": "[\"Available facts are as follows: 2021-07-26: The Hispanic-white unemployment ratio rose from 1.6 in 2020Q4 to nearly 1.7 in 2021Q1-Q2, indicating a lack of racial equity in the labor market recovery. [Source: www.epi.org]; The unemployment rate for immigrants was higher than for U.S.-born workers during the pandemic, with a peak in the second quarter of 2020. [Source: www.pewresearch.org]; The U.S. unemployment rate was 6.7% at the end of 2020, with a peak of 14.7% in April 2020. [Source: www.energy.gov]; The state unemployment rates in the United States varied, with Tennessee's rate soaring to over 15% in 2020. [Source: www.sycamoreinstitutetn.org] 2021-07-19: The unemployment rate in the United States was 6.1% as of July 2021. [Source]; Construction employment remained 238,000, or 3.1%, below its February 2020 peak as of July 2021. [Source]; Black unemployment rates were higher than White unemployment rates as of July 2021. [Source]; Nevada's current unemployment rate is higher than the U.S. unemployment rate as of July 2021. [Source] 2021-07-12: The national unemployment rate in the US was 5.4% in July 2021. [Source: U.S. Bureau of Labor Statistics]; Unemployment rates were lower in 17 states and DC in July 2021. [Source: U.S. Bureau of Labor Statistics]; The labor underutilization rate decreased to 9.8% in June 2021 after reaching a peak of 14.8% in April 2020. [Source: www.coloradosos.gov] 2021-07-05: The global unemployment rate is expected to remain a concern, with many countries experiencing economic growth below pre-pandemic levels, except for the United States and China which are expected to experience strong growth in 2021. [Source: unstats.un.org];\"\n \"Available facts are as follows: 2021-07-26: The Hispanic-white unemployment ratio rose from 1.6 in 2020Q4 to nearly 1.7 in 2021Q1-Q2, indicating a lack of racial equity in the labor market recovery. [Source: www.epi.org]; The unemployment rate for immigrants was higher than for U.S.-born workers during the pandemic, with a peak in the second quarter of 2020. [Source: www.pewresearch.org]; The U.S. unemployment rate was 6.7% at the end of 2020, with a peak of 14.7% in April 2020. [Source: www.energy.gov]; The state unemployment rates in the United States varied, with Tennessee's rate soaring to over 15% in 2020. [Source: www.sycamoreinstitutetn.org] 2021-07-19: The unemployment rate in the United States was 6.1% as of July 2021. [Source]; Construction employment remained 238,000, or 3.1%, below its February 2020 peak as of July 2021. [Source]; Black unemployment rates were higher than White unemployment rates as of July 2021. [Source]; Nevada's current unemployment rate is higher than the U.S. unemployment rate as of July 2021. [Source] 2021-07-12: The national unemployment rate in the US was 5.4% in July 2021. [Source: U.S. Bureau of Labor Statistics]; Unemployment rates were lower in 17 states and DC in July 2021. [Source: U.S. Bureau of Labor Statistics]; The labor underutilization rate decreased to 9.8% in June 2021 after reaching a peak of 14.8% in April 2020. [Source: www.coloradosos.gov] 2021-07-05: The global unemployment rate is expected to remain a concern, with many countries experiencing economic growth below pre-pandemic levels, except for the United States and China which are expected to experience strong growth in 2021. [Source: unstats.un.org];\"]"}
+{"batch_x": [6.800000190734863, 6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863], "batch_y": [4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284], "batch_x_timestamps_datetime64_ns": [1609459200000000000, 1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000], "batch_y_timestamps_datetime64_ns": [1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000], "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]], "batch_text": "[\"Available facts are as follows: 2021-08-23: The unemployment rate in the United States is lower than it was in the aftermath of the 2008-09 recession despite the decline in employment [Source: www.senate.michigan.gov].; The State's area unemployment rates rely in part on the results of the U.S. Bureau of Labor Statistics [Source: dol.ny.gov].; The United States had an unemployment rate of 7.7 percent in July 2021 [Source: cms.detr.nv.gov].; In the United States, unemployment ran below 4 percent for about two years before the pandemic, while inflation ran at or below 2 percent [Source: www.federalreserve.gov]. 2021-08-16: The COVID-19 pandemic has had a significant effect on labor market metrics for every state, economic sector, and major demographic group in the United States. [Source: sgp.fas.org]; New York State's seasonally adjusted unemployment rate decreased in July 2021, with 43,800 private sector jobs added. [Source: dol.ny.gov]; California leads the nation in the number of jobs in the wineries industry. [Source: www.bls.gov] 2021-08-09: The unemployment rate in the United States declined to 5.2 percent in August 2021, with 8.4 million unemployed people. [Source: www.bls.gov]; The average unemployment benefit collection duration in the United States reached a peak of 23.02 weeks in August 2021. [Source: www.statista.com] 2021-08-02: The unemployment rate in the US declined by 0.5 percentage points to 5.4% in July 2021. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2021-08-23: The unemployment rate in the United States is lower than it was in the aftermath of the 2008-09 recession despite the decline in employment [Source: www.senate.michigan.gov].; The State's area unemployment rates rely in part on the results of the U.S. Bureau of Labor Statistics [Source: dol.ny.gov].; The United States had an unemployment rate of 7.7 percent in July 2021 [Source: cms.detr.nv.gov].; In the United States, unemployment ran below 4 percent for about two years before the pandemic, while inflation ran at or below 2 percent [Source: www.federalreserve.gov]. 2021-08-16: The COVID-19 pandemic has had a significant effect on labor market metrics for every state, economic sector, and major demographic group in the United States. [Source: sgp.fas.org]; New York State's seasonally adjusted unemployment rate decreased in July 2021, with 43,800 private sector jobs added. [Source: dol.ny.gov]; California leads the nation in the number of jobs in the wineries industry. [Source: www.bls.gov] 2021-08-09: The unemployment rate in the United States declined to 5.2 percent in August 2021, with 8.4 million unemployed people. [Source: www.bls.gov]; The average unemployment benefit collection duration in the United States reached a peak of 23.02 weeks in August 2021. [Source: www.statista.com] 2021-08-02: The unemployment rate in the US declined by 0.5 percentage points to 5.4% in July 2021. [Source: www.bls.gov];\"]"}
+{"batch_x": [6.599999904632568, 6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568], "batch_y": [4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316], "batch_x_timestamps_datetime64_ns": [1612137600000000000, 1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000], "batch_y_timestamps_datetime64_ns": [1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000], "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]], "batch_text": "[\"Available facts are as follows: 2021-09-20: The United States Department of Labor (USDOL) provides workforce training and education at no cost to eligible individuals under the TAA program. [Source]; Claims for unemployment insurance (UI) benefits rose sharply during the coronavirus disease 2019 pandemic in the United States. [Source]; The State's area unemployment rates rely in part on the results of the Local Area Unemployment Statistics (LAUS) program. [Source]; States have paid out $175 billion in unemployment benefits since the start of the pandemic, with the federal government providing an additional $660 billion. [Source]; Transfer receipts decreased in every state, ranging from –$2.5 billion in the District of Columbia to –$185.6 billion. [Source]; Poverty in the U.S. increased in 2020 as the coronavirus pandemic hammered the economy and unemployment soared. [Source]; The U.S. Black unemployment rate has historically held at roughly double the rate of the overall unemployment rate. [Source]; The Work Opportunity Tax Credit provides a 25% rate applies to wages for certain employees. [Source]; Iowa's Labor Force Participation Rate measures the percentage of the labor force that is employed or actively seeking employment. [Source] 2021-09-13: In 2022, the unemployment rate in Alachua County, Florida was 2.8%, compared to 2.9% in Florida overall. [Source: www.flhealthcharts.gov]; The Current Population Survey (CPS) is used to calculate monthly unemployment rate estimates in the US. [Source: www.census.gov]; The US Bureau of Labor Statistics (BLS) provides data on employment and unemployment. [Source: www.bls.gov] 2021-09-06: The national unemployment rate in the US has increased, with a rate of 13% at its peak during the pandemic. [Source: www.ncbi.nlm.nih.gov]; The US agriculture sector received an estimated $35 billion in COVID-19 relief funds, including Federal Pandemic Unemployment Compensation (FPUC) for farm households that lost off-farm wages. [Source: www.ers.usda.gov]; Clean energy jobs in the US increased by 3.9% nationally, with growth in every state. [Source: www.energy.gov]; The union membership rate in the US was 10.4% as of 2020, with Latino workers experiencing higher unemployment rates. [Source: latino.ucla.edu]; Hawaii had a lower rate of unemployment than the nation, but the statewide shutdown and pandemic led to a higher rate of 8.1% in 2020. [Source: www.dol.gov] 2021-08-30: The unemployment rate in the United States dropped from 5.4% to 5.2% in August 2021, with employment rising by 235,000. [Source: blog.dol.gov]; The balance in New York's UI trust fund account at the U.S. Treasury was $2.65 billion on January 1, 2020, the highest in the State's history. [Source: www.osc.ny.gov]; The United States unemployment rate is a measure of the number of persons who are actively seeking work as a percentage of the total labor force. [Source: www.myfxbook.com];\"\n \"Available facts are as follows: 2021-09-20: The United States Department of Labor (USDOL) provides workforce training and education at no cost to eligible individuals under the TAA program. [Source]; Claims for unemployment insurance (UI) benefits rose sharply during the coronavirus disease 2019 pandemic in the United States. [Source]; The State's area unemployment rates rely in part on the results of the Local Area Unemployment Statistics (LAUS) program. [Source]; States have paid out $175 billion in unemployment benefits since the start of the pandemic, with the federal government providing an additional $660 billion. [Source]; Transfer receipts decreased in every state, ranging from –$2.5 billion in the District of Columbia to –$185.6 billion. [Source]; Poverty in the U.S. increased in 2020 as the coronavirus pandemic hammered the economy and unemployment soared. [Source]; The U.S. Black unemployment rate has historically held at roughly double the rate of the overall unemployment rate. [Source]; The Work Opportunity Tax Credit provides a 25% rate applies to wages for certain employees. [Source]; Iowa's Labor Force Participation Rate measures the percentage of the labor force that is employed or actively seeking employment. [Source] 2021-09-13: In 2022, the unemployment rate in Alachua County, Florida was 2.8%, compared to 2.9% in Florida overall. [Source: www.flhealthcharts.gov]; The Current Population Survey (CPS) is used to calculate monthly unemployment rate estimates in the US. [Source: www.census.gov]; The US Bureau of Labor Statistics (BLS) provides data on employment and unemployment. [Source: www.bls.gov] 2021-09-06: The national unemployment rate in the US has increased, with a rate of 13% at its peak during the pandemic. [Source: www.ncbi.nlm.nih.gov]; The US agriculture sector received an estimated $35 billion in COVID-19 relief funds, including Federal Pandemic Unemployment Compensation (FPUC) for farm households that lost off-farm wages. [Source: www.ers.usda.gov]; Clean energy jobs in the US increased by 3.9% nationally, with growth in every state. [Source: www.energy.gov]; The union membership rate in the US was 10.4% as of 2020, with Latino workers experiencing higher unemployment rates. [Source: latino.ucla.edu]; Hawaii had a lower rate of unemployment than the nation, but the statewide shutdown and pandemic led to a higher rate of 8.1% in 2020. [Source: www.dol.gov] 2021-08-30: The unemployment rate in the United States dropped from 5.4% to 5.2% in August 2021, with employment rising by 235,000. [Source: blog.dol.gov]; The balance in New York's UI trust fund account at the U.S. Treasury was $2.65 billion on January 1, 2020, the highest in the State's history. [Source: www.osc.ny.gov]; The United States unemployment rate is a measure of the number of persons who are actively seeking work as a percentage of the total labor force. [Source: www.myfxbook.com];\"]"}
+{"batch_x": [6.199999809265137, 5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863], "batch_y": [3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284], "batch_x_timestamps_datetime64_ns": [1614556800000000000, 1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000], "batch_y_timestamps_datetime64_ns": [1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000], "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]], "batch_text": "['Available facts are as follows: 2021-10-25: The unemployment rate in the United States more than doubled from 3.7% to 8.3% during the pandemic. [Source: www.prosperity.com]; The unemployment compensation system in the United States is jointly managed by the federal government and each individual state government. [Source: www.investopedia.com]; Michigan\\'s labor force has been shrinking, with a pandemic-related employment decline of 9.3% compared to the United States\\' decline of 6.1%. [Source: crcmich.org]; The 2021 State of the Northwest Arkansas Region Report compares Northwest Arkansas with other regions in areas such as gross domestic product, employment, unemployment, and more. [Source: cber.uark.edu]; The Hispanic unemployment rate is 1.6 percentage points higher than the overall U.S. unemployment rate. [Source: rsmus.com] 2021-10-18: The unemployment rate in West Virginia has reached an all-time low [Source: governor.wv.gov].; New York State\\'s seasonally adjusted unemployment rate decreased in September 2021 [Source: dol.ny.gov].; The labor force participation for adult Hispanic women was 57.7% and unemployment was 5.6% in September 2021 [Source: blog.dol.gov].; Tennessee\\'s unemployment rate dropped in September 2021, with a year-to-year comparison showing a 3 percentage point decrease [Source: www.tn.gov]. 2021-10-11: The unemployment rate peaked at 18.5% for Black individuals during the COVID-19 pandemic. [Source: www.ncbi.nlm.nih.gov]; The U.S. unemployment rate decreased by 0.4 percentage points in September 2021, from 5.2% to 4.8%. [Source: www.brookings.edu]; The \"real\" unemployment rate is estimated to be 8.2%, higher than the headline U3 unemployment rate of 4.8%. [Source: realeconomy.rsmus.com]; Median household income in the U.S. for 2020 was $67,521, 2.9% lower than in 2019. [Source: www.azeconomy.org] 2021-10-04: The unemployment rate in the U.S. transportation sector was 5.7 percent (not seasonally adjusted) in September 2021. [Source: www.bts.gov]; The U.S. unemployment rate was 4.8% in September 2021, with 194,000 jobs added to the economy. [Source: blog.dol.gov]; The states run the basic unemployment insurance (UI) program, although the U.S. Department of Labor oversees the system. [Source: www.cbpp.org];'\n 'Available facts are as follows: 2021-10-25: The unemployment rate in the United States more than doubled from 3.7% to 8.3% during the pandemic. [Source: www.prosperity.com]; The unemployment compensation system in the United States is jointly managed by the federal government and each individual state government. [Source: www.investopedia.com]; Michigan\\'s labor force has been shrinking, with a pandemic-related employment decline of 9.3% compared to the United States\\' decline of 6.1%. [Source: crcmich.org]; The 2021 State of the Northwest Arkansas Region Report compares Northwest Arkansas with other regions in areas such as gross domestic product, employment, unemployment, and more. [Source: cber.uark.edu]; The Hispanic unemployment rate is 1.6 percentage points higher than the overall U.S. unemployment rate. [Source: rsmus.com] 2021-10-18: The unemployment rate in West Virginia has reached an all-time low [Source: governor.wv.gov].; New York State\\'s seasonally adjusted unemployment rate decreased in September 2021 [Source: dol.ny.gov].; The labor force participation for adult Hispanic women was 57.7% and unemployment was 5.6% in September 2021 [Source: blog.dol.gov].; Tennessee\\'s unemployment rate dropped in September 2021, with a year-to-year comparison showing a 3 percentage point decrease [Source: www.tn.gov]. 2021-10-11: The unemployment rate peaked at 18.5% for Black individuals during the COVID-19 pandemic. [Source: www.ncbi.nlm.nih.gov]; The U.S. unemployment rate decreased by 0.4 percentage points in September 2021, from 5.2% to 4.8%. [Source: www.brookings.edu]; The \"real\" unemployment rate is estimated to be 8.2%, higher than the headline U3 unemployment rate of 4.8%. [Source: realeconomy.rsmus.com]; Median household income in the U.S. for 2020 was $67,521, 2.9% lower than in 2019. [Source: www.azeconomy.org] 2021-10-04: The unemployment rate in the U.S. transportation sector was 5.7 percent (not seasonally adjusted) in September 2021. [Source: www.bts.gov]; The U.S. unemployment rate was 4.8% in September 2021, with 194,000 jobs added to the economy. [Source: blog.dol.gov]; The states run the basic unemployment insurance (UI) program, although the U.S. Department of Labor oversees the system. [Source: www.cbpp.org];']"}
+{"batch_x": [5.699999809265137, 5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316], "batch_y": [3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284], "batch_x_timestamps_datetime64_ns": [1617235200000000000, 1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000], "batch_y_timestamps_datetime64_ns": [1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000], "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]], "batch_text": "[\"Available facts are as follows: 2021-11-22: The unemployment rate in the US was 9.7% in 2018, and unemployment and productivity loss accounted for nearly $96 billion of the total societal cost of attention-deficit/hyperactivity disorder (ADHD) [Source: www.jmcp.org].; In October 2021, government social benefits, including unemployment insurance, decreased [Source: www.bea.gov]. 2021-11-15: The overall unemployment rate in the United States averaged 8.1 percent in 2020, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate in the United States was 3.6 percent as of November 2021. [Source: dlt.ri.gov] 2021-11-08: The veteran unemployment rate (18 years and older, seasonally adjusted) peaked at 11.9% in April 2020. [Source: blog.dol.gov]; The unemployment rate in the U.S. transportation sector was 5.1 percent (not seasonally adjusted) in October 2021. [Source: www.bts.gov]; The U.S. U6 Unemployment Rate was 7.4% as of November 12, 2021. [Source: www.investing.com]; The overall unemployment rate increased during the COVID-19 pandemic, causing economic instability for many families. [Source: www.federalreserve.gov] 2021-11-01: The Federal Pandemic Unemployment Compensation (FPUC) program added a weekly supplement of $600 to the amount individuals received in state unemployment. [Source: www.pandemicoversight.gov]; In October 2021, 531,000 jobs were added, and the unemployment rate edged down to 4.6%. [Source: www.bls.gov]; The employment rates are on the rise, and America's workforce is finding jobs. [Source: blog.dol.gov]; States have extensive flexibility in designing their unemployment insurance systems. [Source: www.brookings.edu]; The number of people 75 and older in the labor force is expected to increase. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2021-11-22: The unemployment rate in the US was 9.7% in 2018, and unemployment and productivity loss accounted for nearly $96 billion of the total societal cost of attention-deficit/hyperactivity disorder (ADHD) [Source: www.jmcp.org].; In October 2021, government social benefits, including unemployment insurance, decreased [Source: www.bea.gov]. 2021-11-15: The overall unemployment rate in the United States averaged 8.1 percent in 2020, but varied across race and ethnicity groups. [Source: www.bls.gov]; The unemployment rate in the United States was 3.6 percent as of November 2021. [Source: dlt.ri.gov] 2021-11-08: The veteran unemployment rate (18 years and older, seasonally adjusted) peaked at 11.9% in April 2020. [Source: blog.dol.gov]; The unemployment rate in the U.S. transportation sector was 5.1 percent (not seasonally adjusted) in October 2021. [Source: www.bts.gov]; The U.S. U6 Unemployment Rate was 7.4% as of November 12, 2021. [Source: www.investing.com]; The overall unemployment rate increased during the COVID-19 pandemic, causing economic instability for many families. [Source: www.federalreserve.gov] 2021-11-01: The Federal Pandemic Unemployment Compensation (FPUC) program added a weekly supplement of $600 to the amount individuals received in state unemployment. [Source: www.pandemicoversight.gov]; In October 2021, 531,000 jobs were added, and the unemployment rate edged down to 4.6%. [Source: www.bls.gov]; The employment rates are on the rise, and America's workforce is finding jobs. [Source: blog.dol.gov]; States have extensive flexibility in designing their unemployment insurance systems. [Source: www.brookings.edu]; The number of people 75 and older in the labor force is expected to increase. [Source: www.bls.gov];\"]"}
+{"batch_x": [5.5, 6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716], "batch_y": [4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284], "batch_x_timestamps_datetime64_ns": [1619827200000000000, 1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000], "batch_y_timestamps_datetime64_ns": [1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000], "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]], "batch_text": "['Available facts are as follows: 2021-12-20: The US labor force participation rate is now close to what one would expect, given the current unemployment rate and the current age structure of the population. [Source: www.bostonfed.org]; The unemployment rate in the US has decreased, with 4764 fatal work injuries recorded in 2020, a 10.7-percent decrease from 5333 in 2019. [Source: www.bls.gov]; The European Union Labour Force Survey (EU LFS) conducts a large household sample survey in all Member States of the European Union. [Source: www.cedefop.europa.eu]; In Jordan, the country\\'s unemployment rate remains at 24.8%, with women and youth having higher unemployment rates. [Source: www.worldbank.org]; Austin had the 11th lowest rate of unemployment in October, according to data from the U.S. Bureau of Labor Statistics. [Source: www.austinchamber.com] 2021-12-13: The unemployment rate for American Indians and Alaska Natives was 7.9% in December 2021, according to the U.S. Bureau of Labor Statistics. [Source]; 12 states set all-time low unemployment rates in December 2021, according to the U.S. Bureau of Labor Statistics. [Source]; Idaho experienced growth in all six of its regions in 2021, with all sectors of the economy adding employment, and unemployment rates continued to decline. [Source] 2021-12-06: The unemployment rate in the United States jumped from 5.3% to a higher rate during the COVID-19 pandemic. [Source: www.ncbi.nlm.nih.gov]; The QCEW (Quarterly Census of Employment and Wages) reflects 95% of jobs in the United States and is produced by the BLS using state and federal unemployment insurance records. [Source: www.ncbi.nlm.nih.gov]; The employment data from the QCEW shows that healthcare employment is resilient and \"recession-proof\". [Source: www.ncbi.nlm.nih.gov]; The unemployment rate decreased, and the price of gas at the pump has already begun to decrease as of December 9, 2021. [Source: www.whitehouse.gov]; Educational instruction and library occupations made up over a third of local government jobs in the United States. [Source: www.bls.gov] 2021-11-29: Total nonfarm payroll employment rose by 210,000 in November, and the unemployment rate fell by 0.4 percentage point to 4.2 percent. [Source: www.bls.gov]; The unemployment rate had declined by 1.04 percentage points since January 2021. [Source: www.whitehouse.gov]; In the pandemic recession, the jobless unemployment rate reached its 4.9% peak in November 2020. [Source: www.frbsf.org];'\n 'Available facts are as follows: 2021-12-20: The US labor force participation rate is now close to what one would expect, given the current unemployment rate and the current age structure of the population. [Source: www.bostonfed.org]; The unemployment rate in the US has decreased, with 4764 fatal work injuries recorded in 2020, a 10.7-percent decrease from 5333 in 2019. [Source: www.bls.gov]; The European Union Labour Force Survey (EU LFS) conducts a large household sample survey in all Member States of the European Union. [Source: www.cedefop.europa.eu]; In Jordan, the country\\'s unemployment rate remains at 24.8%, with women and youth having higher unemployment rates. [Source: www.worldbank.org]; Austin had the 11th lowest rate of unemployment in October, according to data from the U.S. Bureau of Labor Statistics. [Source: www.austinchamber.com] 2021-12-13: The unemployment rate for American Indians and Alaska Natives was 7.9% in December 2021, according to the U.S. Bureau of Labor Statistics. [Source]; 12 states set all-time low unemployment rates in December 2021, according to the U.S. Bureau of Labor Statistics. [Source]; Idaho experienced growth in all six of its regions in 2021, with all sectors of the economy adding employment, and unemployment rates continued to decline. [Source] 2021-12-06: The unemployment rate in the United States jumped from 5.3% to a higher rate during the COVID-19 pandemic. [Source: www.ncbi.nlm.nih.gov]; The QCEW (Quarterly Census of Employment and Wages) reflects 95% of jobs in the United States and is produced by the BLS using state and federal unemployment insurance records. [Source: www.ncbi.nlm.nih.gov]; The employment data from the QCEW shows that healthcare employment is resilient and \"recession-proof\". [Source: www.ncbi.nlm.nih.gov]; The unemployment rate decreased, and the price of gas at the pump has already begun to decrease as of December 9, 2021. [Source: www.whitehouse.gov]; Educational instruction and library occupations made up over a third of local government jobs in the United States. [Source: www.bls.gov] 2021-11-29: Total nonfarm payroll employment rose by 210,000 in November, and the unemployment rate fell by 0.4 percentage point to 4.2 percent. [Source: www.bls.gov]; The unemployment rate had declined by 1.04 percentage points since January 2021. [Source: www.whitehouse.gov]; In the pandemic recession, the jobless unemployment rate reached its 4.9% peak in November 2020. [Source: www.frbsf.org];']"}
+{"batch_x": [6.099999904632568, 5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432], "batch_y": [4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284], "batch_x_timestamps_datetime64_ns": [1622505600000000000, 1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000], "batch_y_timestamps_datetime64_ns": [1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000], "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]], "batch_text": "[\"Available facts are as follows: 2022-01-24: The seasonally-adjusted unemployment rate in Vermont declined to 2.5 percent in December 2021. [Source: labor.vermont.gov]; The unemployment rate in the United States was higher than Vermont's rate in December 2021. [Source: labor.vermont.gov]; Employment rose in all 12 of the largest counties in Virginia from June 2020 to June 2021. [Source: www.bls.gov]; The U.S. unemployment rate peaked at a historic-high 14.8 percent in April 2020. [Source: ebudget.ca.gov]; Unemployment rates vary from 1.7% in Nebraska to 6.5% in California in December 2021. [Source: www.businessinsider.com] 2022-01-17: The unemployment rate in the United States has dropped to its lowest level since 1969. [Source: www.whitehouse.gov]; In December 2021, the unemployment rate in Tennessee reached a two-year low. [Source: www.tn.gov]; STEM workers experienced lower unemployment rates than non-STEM workers during the pandemic. [Source: ncses.nsf.gov]; Unemployment among LGBTQ+ people was higher compared to non-LGBTQ+ people, with one in five LGBTQ+ people unemployed in the first quarter of 2021. [Source: www.hrc.org]; The state's unemployment rate in South Carolina remains well below the national average and has improved every month of 2021. [Source: governor.sc.gov] 2022-01-10: The US unemployment rate has been declining, with a rate of 6.0 percent in March 2021 and further decreases in December 2021. [Source: meric.mo.gov, blog.dol.gov]; State-specific unemployment rates have also declined, with Maryland's rate decreasing according to preliminary survey data, and Colorado's rate at 5.4 percent in 2021, similar to the national average. [Source: mwejobs.maryland.gov, cdle.colorado.gov]; The unemployment rate varies by race, gender, and age, with a growing racial employment gap and higher unemployment rates for LGBTQ+ individuals, particularly younger Black non-Hispanic individuals. [Source: www.brookings.edu, www.rutgers.edu] 2022-01-03: The unemployment rate in the US has dropped to 3.9% as of December 2021, with 6.4 million new jobs added in 2021. [Source: blog.dol.gov]; Rural counties with persistent poverty have seen their unemployment rates return to pre-pandemic levels. [Source: www.ers.usda.gov];\"\n \"Available facts are as follows: 2022-01-24: The seasonally-adjusted unemployment rate in Vermont declined to 2.5 percent in December 2021. [Source: labor.vermont.gov]; The unemployment rate in the United States was higher than Vermont's rate in December 2021. [Source: labor.vermont.gov]; Employment rose in all 12 of the largest counties in Virginia from June 2020 to June 2021. [Source: www.bls.gov]; The U.S. unemployment rate peaked at a historic-high 14.8 percent in April 2020. [Source: ebudget.ca.gov]; Unemployment rates vary from 1.7% in Nebraska to 6.5% in California in December 2021. [Source: www.businessinsider.com] 2022-01-17: The unemployment rate in the United States has dropped to its lowest level since 1969. [Source: www.whitehouse.gov]; In December 2021, the unemployment rate in Tennessee reached a two-year low. [Source: www.tn.gov]; STEM workers experienced lower unemployment rates than non-STEM workers during the pandemic. [Source: ncses.nsf.gov]; Unemployment among LGBTQ+ people was higher compared to non-LGBTQ+ people, with one in five LGBTQ+ people unemployed in the first quarter of 2021. [Source: www.hrc.org]; The state's unemployment rate in South Carolina remains well below the national average and has improved every month of 2021. [Source: governor.sc.gov] 2022-01-10: The US unemployment rate has been declining, with a rate of 6.0 percent in March 2021 and further decreases in December 2021. [Source: meric.mo.gov, blog.dol.gov]; State-specific unemployment rates have also declined, with Maryland's rate decreasing according to preliminary survey data, and Colorado's rate at 5.4 percent in 2021, similar to the national average. [Source: mwejobs.maryland.gov, cdle.colorado.gov]; The unemployment rate varies by race, gender, and age, with a growing racial employment gap and higher unemployment rates for LGBTQ+ individuals, particularly younger Black non-Hispanic individuals. [Source: www.brookings.edu, www.rutgers.edu] 2022-01-03: The unemployment rate in the US has dropped to 3.9% as of December 2021, with 6.4 million new jobs added in 2021. [Source: blog.dol.gov]; Rural counties with persistent poverty have seen their unemployment rates return to pre-pandemic levels. [Source: www.ers.usda.gov];\"]"}
+{"batch_x": [5.699999809265137, 5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568], "batch_y": [3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316], "batch_x_timestamps_datetime64_ns": [1625097600000000000, 1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000], "batch_y_timestamps_datetime64_ns": [1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000], "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]], "batch_text": "[\"Available facts are as follows: 2022-02-21: The U.S. unemployment rate was 4.0% as of 2022, with a higher rate for Black nonveterans. [Source: blog.dol.gov]; The U.S. economy saw strong growth in 2021, with real gross domestic product (GDP) growing faster than in previous years. [Source: www.whitehouse.gov] 2022-02-14: The unemployment rate for high school graduates with no college was reported in February 2022. [Source: www.bls.gov]; The COVID-19 pandemic caused a spike in unemployment rates in the US, with rates increasing from February to April 2020. [Source: www.dol.gov]; The US economy grew 5.7% in 2021, the fastest rate since 1984. [Source: www.revenue.wi.gov]; The unemployment rate reached a peak of 25% in 1933 during the Great Depression. [Source: www.stlouisfed.org] 2022-02-07: The unemployment rate in the United States jumped to 9% in April 2020, with 20,008,000 unemployed and 9,346,000 unemployed for 12% or more. [Source: www.cbpp.org]; Persistently poor rural counties had a higher unemployment rate of 6% before the pandemic-driven economic downturn. [Source: www.ers.usda.gov]; Adult Black women's unemployment rate is 1.8 times their white counterparts, at 5.8%, which is the highest among women and men by race and ethnicity. [Source: blog.dol.gov]; Black immigrant men had a lower unemployment rate of 6% in 2019 compared to Black U.S.-born men at 11%. [Source: www.migrationpolicy.org] 2022-01-31: The U.S. unemployment rate was little changed at 4.0 percent in January 2022, with total nonfarm payroll employment rising by 467,000. [Source: www.bls.gov]; The U.S. transportation sector unemployment rate increased to 4.7% in January 2022, but remains below the January 2021 rate of 9.0%. [Source: www.bts.gov]; County-level per capita income and county-level unemployment rates were positively associated with county-level COVID-19 vaccination rates across the U.S. [Source: www.ncbi.nlm.nih.gov];\"\n \"Available facts are as follows: 2022-02-21: The U.S. unemployment rate was 4.0% as of 2022, with a higher rate for Black nonveterans. [Source: blog.dol.gov]; The U.S. economy saw strong growth in 2021, with real gross domestic product (GDP) growing faster than in previous years. [Source: www.whitehouse.gov] 2022-02-14: The unemployment rate for high school graduates with no college was reported in February 2022. [Source: www.bls.gov]; The COVID-19 pandemic caused a spike in unemployment rates in the US, with rates increasing from February to April 2020. [Source: www.dol.gov]; The US economy grew 5.7% in 2021, the fastest rate since 1984. [Source: www.revenue.wi.gov]; The unemployment rate reached a peak of 25% in 1933 during the Great Depression. [Source: www.stlouisfed.org] 2022-02-07: The unemployment rate in the United States jumped to 9% in April 2020, with 20,008,000 unemployed and 9,346,000 unemployed for 12% or more. [Source: www.cbpp.org]; Persistently poor rural counties had a higher unemployment rate of 6% before the pandemic-driven economic downturn. [Source: www.ers.usda.gov]; Adult Black women's unemployment rate is 1.8 times their white counterparts, at 5.8%, which is the highest among women and men by race and ethnicity. [Source: blog.dol.gov]; Black immigrant men had a lower unemployment rate of 6% in 2019 compared to Black U.S.-born men at 11%. [Source: www.migrationpolicy.org] 2022-01-31: The U.S. unemployment rate was little changed at 4.0 percent in January 2022, with total nonfarm payroll employment rising by 467,000. [Source: www.bls.gov]; The U.S. transportation sector unemployment rate increased to 4.7% in January 2022, but remains below the January 2021 rate of 9.0%. [Source: www.bts.gov]; County-level per capita income and county-level unemployment rates were positively associated with county-level COVID-19 vaccination rates across the U.S. [Source: www.ncbi.nlm.nih.gov];\"]"}
+{"batch_x": [5.300000190734863, 4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284], "batch_y": [3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316], "batch_x_timestamps_datetime64_ns": [1627776000000000000, 1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000], "batch_y_timestamps_datetime64_ns": [1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000], "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]], "batch_text": "[\"Available facts are as follows: 2022-03-21: The unemployment rate in the US has dropped to 3.8%, its lowest level since before the pandemic. [Source: www.theguardian.com]; Racial disparities in unemployment are a persistent feature of the US labor market. [Source: www.epi.org]; Women's labor force participation has declined due to the pandemic, with an unemployment rate of 8.3%. [Source: www.bls.gov] 2022-03-14: The unemployment rate in the United States was high in January, with New Jersey having one of the highest rates, and New York City's unemployment rate being double the U.S. average. [Source: njbia.org, www.bloomberg.com]; Black workers in Illinois face higher unemployment rates than other Black workers in the nation and than their white peers in Illinois. [Source: www.illinoispolicy.org]; Immigrants experienced a higher unemployment rate spike during the COVID-19 pandemic compared to U.S.-born workers. [Source: immresearch.org] 2022-03-07: The unemployment rate in the United States jumped from a decade-low 3.5% to a higher rate during the COVID-19 pandemic, with low-income workers and racial minority groups being disproportionately affected. [Source: www.mathematica.org]; The unemployment rate, adjusted to US concepts, was 4.2% in Canada in February 2022, 0.4 percentage points higher than in the United States (3.8%). [Source: www150.statcan.gc.ca]; The United States had an unemployment rate of 3.5% in 2023, with variations across states and demographic groups. [Source: genderdata.worldbank.org] 2022-02-28: The unemployment rate in the US has been decreasing, with a two-year low of 3.8% in February 2022. [Source: www.reuters.com]; In 2021, annual average unemployment rates decreased in 49 states and the District of Columbia. [Source: www.bls.gov]; West Virginia has broken its record for the lowest unemployment rate in state history for the 4th consecutive month. [Source: governor.wv.gov]; The unemployment rate for Black women was 5.8% and for Hispanic women it was 4.9% in January 2022. [Source: blog.dol.gov];\"\n \"Available facts are as follows: 2022-03-21: The unemployment rate in the US has dropped to 3.8%, its lowest level since before the pandemic. [Source: www.theguardian.com]; Racial disparities in unemployment are a persistent feature of the US labor market. [Source: www.epi.org]; Women's labor force participation has declined due to the pandemic, with an unemployment rate of 8.3%. [Source: www.bls.gov] 2022-03-14: The unemployment rate in the United States was high in January, with New Jersey having one of the highest rates, and New York City's unemployment rate being double the U.S. average. [Source: njbia.org, www.bloomberg.com]; Black workers in Illinois face higher unemployment rates than other Black workers in the nation and than their white peers in Illinois. [Source: www.illinoispolicy.org]; Immigrants experienced a higher unemployment rate spike during the COVID-19 pandemic compared to U.S.-born workers. [Source: immresearch.org] 2022-03-07: The unemployment rate in the United States jumped from a decade-low 3.5% to a higher rate during the COVID-19 pandemic, with low-income workers and racial minority groups being disproportionately affected. [Source: www.mathematica.org]; The unemployment rate, adjusted to US concepts, was 4.2% in Canada in February 2022, 0.4 percentage points higher than in the United States (3.8%). [Source: www150.statcan.gc.ca]; The United States had an unemployment rate of 3.5% in 2023, with variations across states and demographic groups. [Source: genderdata.worldbank.org] 2022-02-28: The unemployment rate in the US has been decreasing, with a two-year low of 3.8% in February 2022. [Source: www.reuters.com]; In 2021, annual average unemployment rates decreased in 49 states and the District of Columbia. [Source: www.bls.gov]; West Virginia has broken its record for the lowest unemployment rate in state history for the 4th consecutive month. [Source: governor.wv.gov]; The unemployment rate for Black women was 5.8% and for Hispanic women it was 4.9% in January 2022. [Source: blog.dol.gov];\"]"}
+{"batch_x": [4.599999904632568, 4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284], "batch_y": [3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284], "batch_x_timestamps_datetime64_ns": [1630454400000000000, 1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000], "batch_y_timestamps_datetime64_ns": [1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000, 1669852800000000000], "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]], "batch_text": "[\"Available facts are as follows: 2022-04-25: The seasonally adjusted civilian unemployment rate is computed by the Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for formerly incarcerated persons is 27%, exponentially higher than the overall United States unemployment rate. [Source: www.whitehouse.gov]; The unemployment rate for recent high school graduates not enrolled in college is higher than those enrolled in college. [Source: www.bls.gov]; The unemployment rate of people with disabilities is ten times greater than the national unemployment rate. [Source: gcd.ri.gov]; There are currently over 10 million jobs open in the U.S., yet only around 6 million unemployed workers. [Source: www.uschamber.com] 2022-04-18: The US unemployment rate jumped at the onset of the pandemic, but then fell steadily, and by the fourth quarter of 2021 was once again lower than in the euro area. [Source: www.whitehouse.gov]; The State's area unemployment rates rely in part on the results of the Current Population Survey (CPS) and the Current Employment Statistics (CES) survey. [Source: dol.ny.gov]; The unemployment rate dropped to 5.8% by December 2021, returning to the same rate the city had reported just before the pandemic. [Source: www.pewtrusts.org] 2022-04-11: The seasonally adjusted unemployment rate for the United States decreased by 0.2 of a percentage point to 3.6% in March 2022. [Source: www.tn.gov]; The unemployment rate is lower for college graduates than for workers without a bachelor's degree, and that gap widened as a result of the coronavirus pandemic. [Source: www.pewresearch.org]; The number of unemployed decreased by 38,300, and employment rose 150,000 in April 2022. [Source: centerforjobs.org] 2022-04-04: The unemployment rate for formerly incarcerated people is over 27 percent, higher than the total U.S. unemployment rate. [Source: cops.usdoj.gov]; High unemployment rates among low-income individuals contribute to food insecurity in the United States. [Source: health.gov]; The U.S. Bureau of Labor Statistics provides comprehensive information on employment and unemployment rates classified by age, sex, race, and ethnic origin. [Source: www.bls.gov]; In April 2020, the U.S. unemployment rate surged due to the COVID-19 pandemic and response. [Source: www.healthaffairs.org]; The state unemployment rate in Massachusetts reached 1.71% in 2020. [Source: www.boston.gov]; Unemployment rate data is updated monthly and PCMI (Per Capita Market Income) is used to determine economic distress areas. [Source: crsreports.congress.gov]; Canada's unemployment rate is the lowest in nearly five decades. [Source: realeconomy.rsmus.com]; The peak unemployment rates during recessions in the U.S. since World War II have varied, with the highest being 10.8% in 1982. [Source: www.statista.com]; Oklahoma's unemployment rate peaked at 12.6% in April 2020 and decreased over the rest of the year. [Source: oklahoma.gov];\"\n \"Available facts are as follows: 2022-04-25: The seasonally adjusted civilian unemployment rate is computed by the Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate for formerly incarcerated persons is 27%, exponentially higher than the overall United States unemployment rate. [Source: www.whitehouse.gov]; The unemployment rate for recent high school graduates not enrolled in college is higher than those enrolled in college. [Source: www.bls.gov]; The unemployment rate of people with disabilities is ten times greater than the national unemployment rate. [Source: gcd.ri.gov]; There are currently over 10 million jobs open in the U.S., yet only around 6 million unemployed workers. [Source: www.uschamber.com] 2022-04-18: The US unemployment rate jumped at the onset of the pandemic, but then fell steadily, and by the fourth quarter of 2021 was once again lower than in the euro area. [Source: www.whitehouse.gov]; The State's area unemployment rates rely in part on the results of the Current Population Survey (CPS) and the Current Employment Statistics (CES) survey. [Source: dol.ny.gov]; The unemployment rate dropped to 5.8% by December 2021, returning to the same rate the city had reported just before the pandemic. [Source: www.pewtrusts.org] 2022-04-11: The seasonally adjusted unemployment rate for the United States decreased by 0.2 of a percentage point to 3.6% in March 2022. [Source: www.tn.gov]; The unemployment rate is lower for college graduates than for workers without a bachelor's degree, and that gap widened as a result of the coronavirus pandemic. [Source: www.pewresearch.org]; The number of unemployed decreased by 38,300, and employment rose 150,000 in April 2022. [Source: centerforjobs.org] 2022-04-04: The unemployment rate for formerly incarcerated people is over 27 percent, higher than the total U.S. unemployment rate. [Source: cops.usdoj.gov]; High unemployment rates among low-income individuals contribute to food insecurity in the United States. [Source: health.gov]; The U.S. Bureau of Labor Statistics provides comprehensive information on employment and unemployment rates classified by age, sex, race, and ethnic origin. [Source: www.bls.gov]; In April 2020, the U.S. unemployment rate surged due to the COVID-19 pandemic and response. [Source: www.healthaffairs.org]; The state unemployment rate in Massachusetts reached 1.71% in 2020. [Source: www.boston.gov]; Unemployment rate data is updated monthly and PCMI (Per Capita Market Income) is used to determine economic distress areas. [Source: crsreports.congress.gov]; Canada's unemployment rate is the lowest in nearly five decades. [Source: realeconomy.rsmus.com]; The peak unemployment rates during recessions in the U.S. since World War II have varied, with the highest being 10.8% in 1982. [Source: www.statista.com]; Oklahoma's unemployment rate peaked at 12.6% in April 2020 and decreased over the rest of the year. [Source: oklahoma.gov];\"]"}
+{"batch_x": [4.300000190734863, 3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316], "batch_y": [3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316], "batch_x_timestamps_datetime64_ns": [1633046400000000000, 1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000], "batch_y_timestamps_datetime64_ns": [1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000, 1669852800000000000, 1672531200000000000], "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]], "batch_text": "['Available facts are as follows: 2022-05-23: The unemployment rate in the United States was 3.5% in February 2020, and it has remained steady at a historically low 3.6% as of May 2022. [Source: www.cbpp.org, news.gallup.com]; The Local Area Unemployment Statistics (LAUS) program provides estimated labor force, employment, unemployment, and unemployment rates for geographic regions and the United States. [Source: www.bls.gov, ohiolmi.com]; In 2021, the average annual unemployment rate in Pierce County was 6.1%, down from 7.2% in 2020. [Source: esd.wa.gov]; The unemployment rate among those with a disability in 2021 was 10.1%. [Source: www.americanprogress.org] 2022-05-16: The US unemployment rate was 3.6% in April 2022 [Source: www.mckinsey.com] and 3.6% in March 2022 [Source: www.ofce.sciences-po.fr]. The national unemployment rate hit 14.7% in April 2020 and remained at more than 7% for several months [Source: www.ncbi.nlm.nih.gov]. 2022-05-09: In 2021, individuals with higher educational attainment had lower unemployment rates and higher earnings, according to the U.S. Bureau of Labor Statistics. [Source]; The unemployment rate for formerly incarcerated persons (FIPs) is estimated to be high, with a 2008 study suggesting a rate of around 27%. [Source]; As of May 2022, the job openings rate was 6.9%, and the unemployment rate was 3.6%, according to the U.S. Bureau of Labor Statistics. [Source]; State-level jobs and unemployment data for May 2022 showed varying rates of unemployment across different states, with Maryland having a preliminary unemployment rate of 3.8%. [Source]; The labor market is approaching its pre-pandemic state, with state unemployment rates varying by race and ethnicity, according to the Economic Policy Institute. [Source] 2022-05-02: The unemployment rate in the U.S. transportation sector was 3.6% (not seasonally adjusted) in April 2022. [Source: www.bts.gov]; The American economy added 428,000 jobs in April 2022, and the unemployment rate was 3.6 percent, unchanged from March. [Source: blog.dol.gov]; The unemployment rate held steady at 3.6 percent, and the labor force participation rate fell from 62.4 percent to 62.2 percent. [Source: www.whitehouse.gov];'\n 'Available facts are as follows: 2022-05-23: The unemployment rate in the United States was 3.5% in February 2020, and it has remained steady at a historically low 3.6% as of May 2022. [Source: www.cbpp.org, news.gallup.com]; The Local Area Unemployment Statistics (LAUS) program provides estimated labor force, employment, unemployment, and unemployment rates for geographic regions and the United States. [Source: www.bls.gov, ohiolmi.com]; In 2021, the average annual unemployment rate in Pierce County was 6.1%, down from 7.2% in 2020. [Source: esd.wa.gov]; The unemployment rate among those with a disability in 2021 was 10.1%. [Source: www.americanprogress.org] 2022-05-16: The US unemployment rate was 3.6% in April 2022 [Source: www.mckinsey.com] and 3.6% in March 2022 [Source: www.ofce.sciences-po.fr]. The national unemployment rate hit 14.7% in April 2020 and remained at more than 7% for several months [Source: www.ncbi.nlm.nih.gov]. 2022-05-09: In 2021, individuals with higher educational attainment had lower unemployment rates and higher earnings, according to the U.S. Bureau of Labor Statistics. [Source]; The unemployment rate for formerly incarcerated persons (FIPs) is estimated to be high, with a 2008 study suggesting a rate of around 27%. [Source]; As of May 2022, the job openings rate was 6.9%, and the unemployment rate was 3.6%, according to the U.S. Bureau of Labor Statistics. [Source]; State-level jobs and unemployment data for May 2022 showed varying rates of unemployment across different states, with Maryland having a preliminary unemployment rate of 3.8%. [Source]; The labor market is approaching its pre-pandemic state, with state unemployment rates varying by race and ethnicity, according to the Economic Policy Institute. [Source] 2022-05-02: The unemployment rate in the U.S. transportation sector was 3.6% (not seasonally adjusted) in April 2022. [Source: www.bts.gov]; The American economy added 428,000 jobs in April 2022, and the unemployment rate was 3.6 percent, unchanged from March. [Source: blog.dol.gov]; The unemployment rate held steady at 3.6 percent, and the labor force participation rate fell from 62.4 percent to 62.2 percent. [Source: www.whitehouse.gov];']"}
+{"batch_x": [3.9000000953674316, 3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284], "batch_y": [3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316], "batch_x_timestamps_datetime64_ns": [1635724800000000000, 1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000], "batch_y_timestamps_datetime64_ns": [1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000, 1669852800000000000, 1672531200000000000, 1675209600000000000], "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]], "batch_text": "[\"Available facts are as follows: 2022-06-20: The national unemployment rate in the United States has returned to end-2019 levels, around 4.2% as of October 2021. [Source: www.imf.org]; The unemployment rate increased from 3.8% in January 2019 to 14.2% in April 2020 and declined to 4.2% as of October 2021. [Source: www.ncbi.nlm.nih.gov] 2022-06-13: The unemployment rate in the U.S. transportation sector was 4.1% (not seasonally adjusted) in June 2022 according to Bureau of Labor Statistics (BLS) data. [Source: www.bts.gov]; The number of permanent job losers at 1.3 million in June 2022. [Source: www.bls.gov]; Tennessee's Labor Force Participation rate increased, with the number of citizens employed rising by nearly 15,000 workers to 3,293,564. [Source: www.tn.gov]; New Hampshire's unemployment rate was 2.0% in April 2022, lower than the U.S. unemployment rate of 4.0%. [Source: www.nhes.nh.gov] 2022-06-06: The U.S. labor market showed improvement in 2021, but the COVID-19 pandemic resulted in steep job losses and pushed the unemployment rate to a high of 13.0 percent. [Source: www.bls.gov]; The unemployment rate for the foreign-born (3.1 percent) was lower than that of the native-born (3.8 percent) in 2019. [Source: www.bls.gov]; The unemployment rate in the United States has been steadily dropping since 2015, but increased to 8.1% in 2020 due to the pandemic. [Source: www.globaldata.com]; Homeowner vacancy rate is 0.8 ±0.1, and rental vacancy rate is not specified. [Source: data.census.gov] 2022-05-30: The unemployment rate in the U.S. transportation sector was 4.5% (not seasonally adjusted) in May 2022 according to Bureau of Labor Statistics (BLS) data. [Source: www.bts.gov]; The unemployment rate in New York City was much larger than the rest of the state, which reached its February 2020 rate of 4.0%. [Source: www.osc.ny.gov]; The U.S. unemployment rate reached a historic low that was close to estimates of its underlying longer-run value before the pandemic. [Source: www.frbsf.org];\"\n \"Available facts are as follows: 2022-06-20: The national unemployment rate in the United States has returned to end-2019 levels, around 4.2% as of October 2021. [Source: www.imf.org]; The unemployment rate increased from 3.8% in January 2019 to 14.2% in April 2020 and declined to 4.2% as of October 2021. [Source: www.ncbi.nlm.nih.gov] 2022-06-13: The unemployment rate in the U.S. transportation sector was 4.1% (not seasonally adjusted) in June 2022 according to Bureau of Labor Statistics (BLS) data. [Source: www.bts.gov]; The number of permanent job losers at 1.3 million in June 2022. [Source: www.bls.gov]; Tennessee's Labor Force Participation rate increased, with the number of citizens employed rising by nearly 15,000 workers to 3,293,564. [Source: www.tn.gov]; New Hampshire's unemployment rate was 2.0% in April 2022, lower than the U.S. unemployment rate of 4.0%. [Source: www.nhes.nh.gov] 2022-06-06: The U.S. labor market showed improvement in 2021, but the COVID-19 pandemic resulted in steep job losses and pushed the unemployment rate to a high of 13.0 percent. [Source: www.bls.gov]; The unemployment rate for the foreign-born (3.1 percent) was lower than that of the native-born (3.8 percent) in 2019. [Source: www.bls.gov]; The unemployment rate in the United States has been steadily dropping since 2015, but increased to 8.1% in 2020 due to the pandemic. [Source: www.globaldata.com]; Homeowner vacancy rate is 0.8 ±0.1, and rental vacancy rate is not specified. [Source: data.census.gov] 2022-05-30: The unemployment rate in the U.S. transportation sector was 4.5% (not seasonally adjusted) in May 2022 according to Bureau of Labor Statistics (BLS) data. [Source: www.bts.gov]; The unemployment rate in New York City was much larger than the rest of the state, which reached its February 2020 rate of 4.0%. [Source: www.osc.ny.gov]; The U.S. unemployment rate reached a historic low that was close to estimates of its underlying longer-run value before the pandemic. [Source: www.frbsf.org];\"]"}
+{"batch_x": [3.700000047683716, 4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284], "batch_y": [3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684], "batch_x_timestamps_datetime64_ns": [1638316800000000000, 1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000], "batch_y_timestamps_datetime64_ns": [1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000, 1669852800000000000, 1672531200000000000, 1675209600000000000, 1677628800000000000], "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, -0.1666666716337204, -0.5, -0.3383561670780182]], "batch_text": "[\"Available facts are as follows: 2022-07-25: Minnesota's labor force participation has declined significantly, with a 9th largest decline in the country from February 2020 to June 2022. [Source: www.epi.org]; The US unemployment rate has historically increased when the vacancy rate fell. [Source: www.piie.com]; The majority of US workers changing jobs between 2019 and Q1 2022 saw real wage gains. [Source: www.pewresearch.org]; Ten states had an estimated construction unemployment rate under 2% according to the US Bureau of Labor Statistics. [Source: www.abc.org] 2022-07-18: The average United States Labor Force Participation Rate is 70.0%. [Source: oklahoma.gov]; The unemployment rate in the United States reached 14.7% in April 2020, but recovered by August. [Source: www.financialresearch.gov]; The National Unemployment Rate and State & Local Unemployment Rates are available on the Bureau of Labor Statistics (BLS) website. [Source: www.bls.gov]; In 2019, the unemployment rate was 6.1 percent for both Black and American Indian or Alaska Native adults. [Source: home.treasury.gov] 2022-07-11: Seven states in the US set all-time unemployment rate lows in July 2022, with rates ranging from 2.8% in Georgia to 4.5% in Alaska. [Source: www.bls.gov]; The US unemployment rate has been declining, with the transportation sector unemployment rate at 4.2% in July 2022. [Source: www.bts.gov]; The OECD unemployment rate has continued to decline, with total employment returning to pre-crisis levels at the end of 2021. [Source: www.oecd-ilibrary.org] 2022-07-04: The unemployment rate in the United States has fallen steadily, standing at 3.8 percent in February 2022 and remaining at 3.6 percent for the fourth consecutive month in June 2022. [Source: www.bls.gov, blog.dol.gov];\"\n \"Available facts are as follows: 2022-07-25: Minnesota's labor force participation has declined significantly, with a 9th largest decline in the country from February 2020 to June 2022. [Source: www.epi.org]; The US unemployment rate has historically increased when the vacancy rate fell. [Source: www.piie.com]; The majority of US workers changing jobs between 2019 and Q1 2022 saw real wage gains. [Source: www.pewresearch.org]; Ten states had an estimated construction unemployment rate under 2% according to the US Bureau of Labor Statistics. [Source: www.abc.org] 2022-07-18: The average United States Labor Force Participation Rate is 70.0%. [Source: oklahoma.gov]; The unemployment rate in the United States reached 14.7% in April 2020, but recovered by August. [Source: www.financialresearch.gov]; The National Unemployment Rate and State & Local Unemployment Rates are available on the Bureau of Labor Statistics (BLS) website. [Source: www.bls.gov]; In 2019, the unemployment rate was 6.1 percent for both Black and American Indian or Alaska Native adults. [Source: home.treasury.gov] 2022-07-11: Seven states in the US set all-time unemployment rate lows in July 2022, with rates ranging from 2.8% in Georgia to 4.5% in Alaska. [Source: www.bls.gov]; The US unemployment rate has been declining, with the transportation sector unemployment rate at 4.2% in July 2022. [Source: www.bts.gov]; The OECD unemployment rate has continued to decline, with total employment returning to pre-crisis levels at the end of 2021. [Source: www.oecd-ilibrary.org] 2022-07-04: The unemployment rate in the United States has fallen steadily, standing at 3.8 percent in February 2022 and remaining at 3.6 percent for the fourth consecutive month in June 2022. [Source: www.bls.gov, blog.dol.gov];\"]"}
+{"batch_x": [4.400000095367432, 4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284], "batch_y": [3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684], "batch_x_timestamps_datetime64_ns": [1640995200000000000, 1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000], "batch_y_timestamps_datetime64_ns": [1661990400000000000, 1664582400000000000, 1667260800000000000, 1669852800000000000, 1672531200000000000, 1675209600000000000, 1677628800000000000, 1680307200000000000], "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]], "batch_text": "['Available facts are as follows: 2022-08-22: The national unemployment rate in the United States has been trending downward since its peak in April 2020. [Source: www.whitehouse.gov]; The Black unemployment rate is consistently double the White unemployment rate, and job growth is not equally distributed. [Source: jeremybney.medium.com]; The US Department of Labor has awarded $70.8 million in grants to expand workforce development opportunities for low-income and unemployed individuals. [Source: www.dol.gov] 2022-08-15: The unemployment rate in the United States is at a historic low, with 528,000 jobs created in July 2022 and a matching of the lowest unemployment rate. [Source: www.whitehouse.gov]; The number of unemployed people per job opening was 0.6 in August 2022, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate in the U.S. transportation sector was 4.6% in August 2022, according to the Bureau of Labor Statistics. [Source: www.bts.gov]; The District of Columbia reported over 770,000 jobs and an unemployment rate, with numbers drawn from the United States Bureau of Labor Statistics. [Source: does.dc.gov] 2022-08-08: The unemployment rate in the US has reached historic lows, with 528,000 jobs added in July and the unemployment rate ticking down. [Source: www.piie.com]; The OECD labour market data for May 2022 shows unemployment stabilizing across the 38-country grouping, with 90% of OECD countries seeing a rise in employment. [Source: www.weforum.org]; The global unemployment rate declined significantly in 2022, falling to 5.4 per cent from a peak of 6.6 per cent in 2020. [Source: www.un.org]; In the US, the youth unemployment rate is projected to be below world average levels, at 8.3 per cent. [Source: www.ilo.org] 2022-08-01: The unemployment rate in the United States fell to 3.5% in July 2022, matching its lowest level in the past 50 years. [Source: www.npr.org]; The American economy added 528,000 jobs in July 2022, and the unemployment rate ticked down to 3.5%. [Source: blog.dol.gov]; The Consumer Price Index (CPI) measures the change in prices paid by consumers for goods and services, and United States Consumer Price Inflation is projected to be around 2-3% from 2022 to 2026. [Source: www.globaldata.com];'\n 'Available facts are as follows: 2022-08-22: The national unemployment rate in the United States has been trending downward since its peak in April 2020. [Source: www.whitehouse.gov]; The Black unemployment rate is consistently double the White unemployment rate, and job growth is not equally distributed. [Source: jeremybney.medium.com]; The US Department of Labor has awarded $70.8 million in grants to expand workforce development opportunities for low-income and unemployed individuals. [Source: www.dol.gov] 2022-08-15: The unemployment rate in the United States is at a historic low, with 528,000 jobs created in July 2022 and a matching of the lowest unemployment rate. [Source: www.whitehouse.gov]; The number of unemployed people per job opening was 0.6 in August 2022, according to the U.S. Bureau of Labor Statistics. [Source: www.bls.gov]; The unemployment rate in the U.S. transportation sector was 4.6% in August 2022, according to the Bureau of Labor Statistics. [Source: www.bts.gov]; The District of Columbia reported over 770,000 jobs and an unemployment rate, with numbers drawn from the United States Bureau of Labor Statistics. [Source: does.dc.gov] 2022-08-08: The unemployment rate in the US has reached historic lows, with 528,000 jobs added in July and the unemployment rate ticking down. [Source: www.piie.com]; The OECD labour market data for May 2022 shows unemployment stabilizing across the 38-country grouping, with 90% of OECD countries seeing a rise in employment. [Source: www.weforum.org]; The global unemployment rate declined significantly in 2022, falling to 5.4 per cent from a peak of 6.6 per cent in 2020. [Source: www.un.org]; In the US, the youth unemployment rate is projected to be below world average levels, at 8.3 per cent. [Source: www.ilo.org] 2022-08-01: The unemployment rate in the United States fell to 3.5% in July 2022, matching its lowest level in the past 50 years. [Source: www.npr.org]; The American economy added 528,000 jobs in July 2022, and the unemployment rate ticked down to 3.5%. [Source: blog.dol.gov]; The Consumer Price Index (CPI) measures the change in prices paid by consumers for goods and services, and United States Consumer Price Inflation is projected to be around 2-3% from 2022 to 2026. [Source: www.globaldata.com];']"}
+{"batch_x": [4.099999904632568, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284], "batch_y": [3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316], "batch_x_timestamps_datetime64_ns": [1643673600000000000, 1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000], "batch_y_timestamps_datetime64_ns": [1664582400000000000, 1667260800000000000, 1669852800000000000, 1672531200000000000, 1675209600000000000, 1677628800000000000, 1680307200000000000, 1682899200000000000], "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]], "batch_text": "['Available facts are as follows: 2022-09-19: The unemployment rate in the United States was 3.7% in August, according to the Bureau of Labor Statistics. [Source]; The Pennsylvania unemployment rate remains 0.5 percentage points higher than the U.S. rate. [Source]; The unemployment rate in Tennessee fell by 1.70 percentage points. [Source] 2022-09-12: The unemployment rate in the United States was 3.7% in August 2022, which is one of the lowest since the 1970s. [Source: anderson-review.ucla.edu]; The U.S. Transportation Sector Unemployment Rate was 4.3% in September 2022, which is below the September 2021 level of 5.7% but above the pre-pandemic September level. [Source: www.bts.gov]; The unemployment rate for military spouses is 22%, making it one of the highest unemployed demographics in the United States. [Source: www.uschamberfoundation.org]; Real median household income in 2021 was not statistically different from 2020. [Source: www.census.gov] 2022-09-05: The unemployment rate in the United States was 3.6% in 2022, with 3.5% for women and 3.7% for men. [Source: hia.paho.org]; The labor force participation rate increased to 62.4% in August. [Source: blog.dol.gov]; Forty-three percent of the working poor experienced unemployment as the main labor market problem or in conjunction with other problems. [Source: www.bls.gov]; The U.S. unemployment rate may need to reach as high as 7.5% to curb inflation. [Source: www.reuters.com] 2022-08-29: The unemployment rate in the United States was 3.7% in August 2022, with 17 states having lower rates and 8 states having higher rates. [Source: www.bls.gov]; Minnesota had the lowest jobless rate in August 2022, at 2.4%, followed by New York, at 4.7%. [Source: www.bls.gov]; The overall unemployment rate for Native Hawaiians and Other Pacific Islanders was 3.8% in August 2022. [Source: www.bls.gov]; Women veterans had an unemployment rate of 3.4% in May 2023-April 2024, averaged. [Source: www.dol.gov]; The unemployment rate in Adams County, Washington, reached an apex of 10.5% in 2010. [Source: esd.wa.gov];'\n 'Available facts are as follows: 2022-09-19: The unemployment rate in the United States was 3.7% in August, according to the Bureau of Labor Statistics. [Source]; The Pennsylvania unemployment rate remains 0.5 percentage points higher than the U.S. rate. [Source]; The unemployment rate in Tennessee fell by 1.70 percentage points. [Source] 2022-09-12: The unemployment rate in the United States was 3.7% in August 2022, which is one of the lowest since the 1970s. [Source: anderson-review.ucla.edu]; The U.S. Transportation Sector Unemployment Rate was 4.3% in September 2022, which is below the September 2021 level of 5.7% but above the pre-pandemic September level. [Source: www.bts.gov]; The unemployment rate for military spouses is 22%, making it one of the highest unemployed demographics in the United States. [Source: www.uschamberfoundation.org]; Real median household income in 2021 was not statistically different from 2020. [Source: www.census.gov] 2022-09-05: The unemployment rate in the United States was 3.6% in 2022, with 3.5% for women and 3.7% for men. [Source: hia.paho.org]; The labor force participation rate increased to 62.4% in August. [Source: blog.dol.gov]; Forty-three percent of the working poor experienced unemployment as the main labor market problem or in conjunction with other problems. [Source: www.bls.gov]; The U.S. unemployment rate may need to reach as high as 7.5% to curb inflation. [Source: www.reuters.com] 2022-08-29: The unemployment rate in the United States was 3.7% in August 2022, with 17 states having lower rates and 8 states having higher rates. [Source: www.bls.gov]; Minnesota had the lowest jobless rate in August 2022, at 2.4%, followed by New York, at 4.7%. [Source: www.bls.gov]; The overall unemployment rate for Native Hawaiians and Other Pacific Islanders was 3.8% in August 2022. [Source: www.bls.gov]; Women veterans had an unemployment rate of 3.4% in May 2023-April 2024, averaged. [Source: www.dol.gov]; The unemployment rate in Adams County, Washington, reached an apex of 10.5% in 2010. [Source: esd.wa.gov];']"}
+{"batch_x": [3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316], "batch_y": [3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284], "batch_x_timestamps_datetime64_ns": [1646092800000000000, 1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000], "batch_y_timestamps_datetime64_ns": [1667260800000000000, 1669852800000000000, 1672531200000000000, 1675209600000000000, 1677628800000000000, 1680307200000000000, 1682899200000000000, 1685577600000000000], "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]], "batch_text": "[\"Available facts are as follows: 2022-10-24: The US unemployment rate was 3.9% in September 2022, with 274,000 workers added to the establishment employment count. [Source: ncpro.nc.gov]; Illinois had the highest unemployment rate in the nation in September 2022, despite adding 14,900 jobs. [Source: www.illinoispolicy.org]; The State of New York's unemployment rate dipped in September 2022, but remained above the national average. [Source: spectrumlocalnews.com]; Forty-two states had lower unemployment rates in September 2022 compared to the previous year. [Source: www.abc.org] 2022-10-17: The national unemployment rate in the United States is not specified, but various state-specific rates are reported, such as 3.6% in North Carolina, 4.3% in New Mexico, and 9.9% in New York State. [Source: www.commerce.nc.gov, www.dws.state.nm.us, dol.ny.gov] 2022-10-10: The unemployment rate for Hispanic and Latino workers in the US has reached a record low, with a rate of 4.4% in February 2020 and further decline in recent months. [Source: blog.dol.gov]; The unemployment rate in the US transportation sector was 3.7% in October 2022. [Source: www.bts.gov]; The US economy has added 10 million jobs and unemployment rates have reached near record lows. [Source: www.whitehouse.gov]; All six New England states saw unemployment rate declines between August 2021 and August 2022, with Rhode Island posting the largest year-over-year decline of 3.0%. [Source: www.bostonfed.org] 2022-10-03: The U.S. unemployment rate edged back down to 3.5% in September 2022, with 263,000 jobs added to the economy. [Source: blog.dol.gov]; The U.S. Bureau of Labor Statistics reported that the unemployment rate was about +/- 0.2 percentage point. [Source: www.bls.gov]; In April 2020, the state unemployment rate in Massachusetts reached 1.71%, or 594 thousand unemployed residents, the highest rate in the country. [Source: www.boston.gov]; Six states accounted for about half of the H-2A jobs filled in 2022, amidst U.S. unemployment caused by lockdowns associated with the COVID-19 pandemic. [Source: www.ers.usda.gov];\"\n \"Available facts are as follows: 2022-10-24: The US unemployment rate was 3.9% in September 2022, with 274,000 workers added to the establishment employment count. [Source: ncpro.nc.gov]; Illinois had the highest unemployment rate in the nation in September 2022, despite adding 14,900 jobs. [Source: www.illinoispolicy.org]; The State of New York's unemployment rate dipped in September 2022, but remained above the national average. [Source: spectrumlocalnews.com]; Forty-two states had lower unemployment rates in September 2022 compared to the previous year. [Source: www.abc.org] 2022-10-17: The national unemployment rate in the United States is not specified, but various state-specific rates are reported, such as 3.6% in North Carolina, 4.3% in New Mexico, and 9.9% in New York State. [Source: www.commerce.nc.gov, www.dws.state.nm.us, dol.ny.gov] 2022-10-10: The unemployment rate for Hispanic and Latino workers in the US has reached a record low, with a rate of 4.4% in February 2020 and further decline in recent months. [Source: blog.dol.gov]; The unemployment rate in the US transportation sector was 3.7% in October 2022. [Source: www.bts.gov]; The US economy has added 10 million jobs and unemployment rates have reached near record lows. [Source: www.whitehouse.gov]; All six New England states saw unemployment rate declines between August 2021 and August 2022, with Rhode Island posting the largest year-over-year decline of 3.0%. [Source: www.bostonfed.org] 2022-10-03: The U.S. unemployment rate edged back down to 3.5% in September 2022, with 263,000 jobs added to the economy. [Source: blog.dol.gov]; The U.S. Bureau of Labor Statistics reported that the unemployment rate was about +/- 0.2 percentage point. [Source: www.bls.gov]; In April 2020, the state unemployment rate in Massachusetts reached 1.71%, or 594 thousand unemployed residents, the highest rate in the country. [Source: www.boston.gov]; Six states accounted for about half of the H-2A jobs filled in 2022, amidst U.S. unemployment caused by lockdowns associated with the COVID-19 pandemic. [Source: www.ers.usda.gov];\"]"}
+{"batch_x": [3.299999952316284, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316], "batch_y": [3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284], "batch_x_timestamps_datetime64_ns": [1648771200000000000, 1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000], "batch_y_timestamps_datetime64_ns": [1669852800000000000, 1672531200000000000, 1675209600000000000, 1677628800000000000, 1680307200000000000, 1682899200000000000, 1685577600000000000, 1688169600000000000], "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]], "batch_text": "[\"Available facts are as follows: 2022-11-21: In 2021, New York's unemployment rate was the third highest in the country. [Source: www.osc.ny.gov]; The unemployment rate for the foreign-born population was higher than that of the native-born population in the US. [Source: www.pgpf.org]; The US labor market is expected to experience significant job loss in 2023, reducing the job openings to unemployment ratio to approximately 1.0 in 2024. [Source: www.fitchratings.com]; The veteran unemployment rate in the US was 4.4% in 2021. [Source: www.dws.state.nm.us] 2022-11-14: The unemployment rate in the United States was 3.7% in November 2022, according to the Bureau of Labor Statistics. Utah had the lowest unemployment rate at 2.1%, while Minnesota and North Dakota had rates of 2.3%. [Source: www.bls.gov] 2022-11-07: The U.S. Bureau of Labor Statistics (BLS) projects 0.5-percent annual growth in employment over the 2021–31 decade, slower than the 1.0 percent growth that occurred over the previous decade. [Source: www.bls.gov]; The unemployment rate rose to 3.7% in October 2022, remaining near historic lows. [Source: blog.dol.gov]; In October 2022, the unemployment rate was stable at 5.2% in Canada while it increased to 3.7% in the United States from 3.5% in September 2022. [Source: www.oecd.org] 2022-10-31: The unemployment rate in the United States rose to 3.7% in October, with 261,000 jobs added to the economy. [Source: www.dol.gov]; New York had the third-highest unemployment rate in the country in 2021, with a greater share of underemployed workers than the rest of the nation. [Source: www.osc.ny.gov];\"\n \"Available facts are as follows: 2022-11-21: In 2021, New York's unemployment rate was the third highest in the country. [Source: www.osc.ny.gov]; The unemployment rate for the foreign-born population was higher than that of the native-born population in the US. [Source: www.pgpf.org]; The US labor market is expected to experience significant job loss in 2023, reducing the job openings to unemployment ratio to approximately 1.0 in 2024. [Source: www.fitchratings.com]; The veteran unemployment rate in the US was 4.4% in 2021. [Source: www.dws.state.nm.us] 2022-11-14: The unemployment rate in the United States was 3.7% in November 2022, according to the Bureau of Labor Statistics. Utah had the lowest unemployment rate at 2.1%, while Minnesota and North Dakota had rates of 2.3%. [Source: www.bls.gov] 2022-11-07: The U.S. Bureau of Labor Statistics (BLS) projects 0.5-percent annual growth in employment over the 2021–31 decade, slower than the 1.0 percent growth that occurred over the previous decade. [Source: www.bls.gov]; The unemployment rate rose to 3.7% in October 2022, remaining near historic lows. [Source: blog.dol.gov]; In October 2022, the unemployment rate was stable at 5.2% in Canada while it increased to 3.7% in the United States from 3.5% in September 2022. [Source: www.oecd.org] 2022-10-31: The unemployment rate in the United States rose to 3.7% in October, with 261,000 jobs added to the economy. [Source: www.dol.gov]; New York had the third-highest unemployment rate in the country in 2021, with a greater share of underemployed workers than the rest of the nation. [Source: www.osc.ny.gov];\"]"}
+{"batch_x": [3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284], "batch_y": [3.9000000953674316, 3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.9000000953674316], "batch_x_timestamps_datetime64_ns": [1651363200000000000, 1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000, 1669852800000000000], "batch_y_timestamps_datetime64_ns": [1672531200000000000, 1675209600000000000, 1677628800000000000, 1680307200000000000, 1682899200000000000, 1685577600000000000, 1688169600000000000, 1690848000000000000], "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]], "batch_text": "[\"Available facts are as follows: 2022-12-26: The unemployment rate in Nebraska is at its lowest rate [Source: dol.nebraska.gov]; Florida's unemployment rate dropped in November [Source: www.floridajobs.org]; The United States facilitates bilateral trade with and investment in Haiti to combat poverty and unemployment [Source: www.state.gov]; The US Bureau of Labor Statistics provides data on unemployment rates and other economic indicators [Source: www.bls.gov] 2022-12-19: As of December 2022, the national unemployment rate in the United States is 3.9%. [Source: www.bls.gov]; In Alabama, the unemployment rate is 3.0% as of December 2022. [Source: www2.labor.alabama.gov]; Black and Hispanic workers face higher rates of job losses, with existing disparities in unemployment rates even in the midst of lower overall unemployment rates. [Source: www.epi.org] 2022-12-12: New York City's youth labor force is struggling with an unemployment rate of 14.1%, higher than the rest of the state (11.2%) and the nation (8.8%). [Source: www.osc.ny.gov]; Alaska and Pennsylvania have set record unemployment rate lows. [Source: www.bls.gov]; The U.S. transportation sector unemployment rate was 4.5% in December 2022. [Source: www.bts.gov]; The unemployment rate among young men in NYC is higher than the national average. [Source: www.osc.ny.gov]; The US economy has an unemployment rate of 3.7% as of December 2023. [Source: usafacts.org] 2022-12-05: Hawaii's unemployment rate remains at 3.1 percent as of April 2024. [Source: portal.ehawaii.gov]; The US economic recovery is among the strongest globally, with a low unemployment rate. [Source: www.americanprogress.org]; California's overall unemployment rate is 4.5%. [Source: calbudgetcenter.org]; The historical US unemployment rate has fluctuated over the years, with a low of 1.9% in 1945 and a high of 10.8% in 1982. [Source: www.thebalancemoney.com]; The national unemployment rate is a key indicator of the US economy. [Source: www.bls.gov];\"\n \"Available facts are as follows: 2022-12-26: The unemployment rate in Nebraska is at its lowest rate [Source: dol.nebraska.gov]; Florida's unemployment rate dropped in November [Source: www.floridajobs.org]; The United States facilitates bilateral trade with and investment in Haiti to combat poverty and unemployment [Source: www.state.gov]; The US Bureau of Labor Statistics provides data on unemployment rates and other economic indicators [Source: www.bls.gov] 2022-12-19: As of December 2022, the national unemployment rate in the United States is 3.9%. [Source: www.bls.gov]; In Alabama, the unemployment rate is 3.0% as of December 2022. [Source: www2.labor.alabama.gov]; Black and Hispanic workers face higher rates of job losses, with existing disparities in unemployment rates even in the midst of lower overall unemployment rates. [Source: www.epi.org] 2022-12-12: New York City's youth labor force is struggling with an unemployment rate of 14.1%, higher than the rest of the state (11.2%) and the nation (8.8%). [Source: www.osc.ny.gov]; Alaska and Pennsylvania have set record unemployment rate lows. [Source: www.bls.gov]; The U.S. transportation sector unemployment rate was 4.5% in December 2022. [Source: www.bts.gov]; The unemployment rate among young men in NYC is higher than the national average. [Source: www.osc.ny.gov]; The US economy has an unemployment rate of 3.7% as of December 2023. [Source: usafacts.org] 2022-12-05: Hawaii's unemployment rate remains at 3.1 percent as of April 2024. [Source: portal.ehawaii.gov]; The US economic recovery is among the strongest globally, with a low unemployment rate. [Source: www.americanprogress.org]; California's overall unemployment rate is 4.5%. [Source: calbudgetcenter.org]; The historical US unemployment rate has fluctuated over the years, with a low of 1.9% in 1945 and a high of 10.8% in 1982. [Source: www.thebalancemoney.com]; The national unemployment rate is a key indicator of the US economy. [Source: www.bls.gov];\"]"}
+{"batch_x": [3.799999952316284, 3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316], "batch_y": [3.9000000953674316, 3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.9000000953674316, 3.5999999046325684], "batch_x_timestamps_datetime64_ns": [1654041600000000000, 1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000, 1669852800000000000, 1672531200000000000], "batch_y_timestamps_datetime64_ns": [1675209600000000000, 1677628800000000000, 1680307200000000000, 1682899200000000000, 1685577600000000000, 1688169600000000000, 1690848000000000000, 1693526400000000000], "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]], "batch_text": "[\"Available facts are as follows: 2023-01-23: The unemployment rate in the US was estimated at 1.4% in 2019 and 1.6% in 2021 among doctoral scientists and engineers. [Source: ncses.nsf.gov]; The State's area unemployment rates rely on the results of the Current Population Survey and are calculated using methods prescribed by the U.S. Bureau of Labor Statistics. [Source: dol.ny.gov]; The US added 223 thousand new jobs in December 2022. [Source: economic-research.bnpparibas.com]; The labor force participation rate in Connecticut remains more than 2% higher than the US average labor force participation rate. [Source: portal.ct.gov]; The US Bureau of Labor Statistics provides comprehensive data on the labor force, employment, unemployment, and other economic indicators through the Current Population Survey. [Source: www.bls.gov] 2023-01-16: Objective facts about the Economics situation:Texas unemployment rate dropped in December, with 29,500 jobs added, and over 650,000 jobs added in the past year [Source: www.twc.texas.gov].Rhode Island businesses added 1,000 jobs in April, with an unemployment rate remaining at 4.1 percent [Source: dlt.ri.gov].New York State added 22,100 private sector jobs in December 2022 [Source: dol.ny.gov].Texas led the country in new jobs in 2022, with a gain of more jobs than any state in the nation in the past year [Source: www.texastribune.org]. 2023-01-09: The number of unemployed in the US was 5.7 million in January 2023, with an unemployment rate of 3.4% [Source: www.bls.gov]. The transportation sector had an unemployment rate of 4.7% in January 2023 [Source: www.bts.gov]. Nevada had the highest unemployment rate at 5.5%, while North Dakota and South Dakota had the lowest jobless rates [Source: www.bls.gov]. 2023-01-02: The overall unemployment rate in the United States averaged 5.3 percent in 2021, but varied across race and ethnicity groups. [Source: www.bls.gov]; In December 2022, the unemployment rate edged down to 3.5 percent, with 223,000 jobs added. [Source: www.bls.gov]; The unemployment rate for Black women increased to 5.5% in December 2022, up 0.3 percentage points from 5.2% in November. [Source: www.cnbc.com]; The average reservation unemployment rate is high, with more than one in four Indians living in poverty. [Source: www.americanbar.org];\"\n \"Available facts are as follows: 2023-01-23: The unemployment rate in the US was estimated at 1.4% in 2019 and 1.6% in 2021 among doctoral scientists and engineers. [Source: ncses.nsf.gov]; The State's area unemployment rates rely on the results of the Current Population Survey and are calculated using methods prescribed by the U.S. Bureau of Labor Statistics. [Source: dol.ny.gov]; The US added 223 thousand new jobs in December 2022. [Source: economic-research.bnpparibas.com]; The labor force participation rate in Connecticut remains more than 2% higher than the US average labor force participation rate. [Source: portal.ct.gov]; The US Bureau of Labor Statistics provides comprehensive data on the labor force, employment, unemployment, and other economic indicators through the Current Population Survey. [Source: www.bls.gov] 2023-01-16: Objective facts about the Economics situation:Texas unemployment rate dropped in December, with 29,500 jobs added, and over 650,000 jobs added in the past year [Source: www.twc.texas.gov].Rhode Island businesses added 1,000 jobs in April, with an unemployment rate remaining at 4.1 percent [Source: dlt.ri.gov].New York State added 22,100 private sector jobs in December 2022 [Source: dol.ny.gov].Texas led the country in new jobs in 2022, with a gain of more jobs than any state in the nation in the past year [Source: www.texastribune.org]. 2023-01-09: The number of unemployed in the US was 5.7 million in January 2023, with an unemployment rate of 3.4% [Source: www.bls.gov]. The transportation sector had an unemployment rate of 4.7% in January 2023 [Source: www.bts.gov]. Nevada had the highest unemployment rate at 5.5%, while North Dakota and South Dakota had the lowest jobless rates [Source: www.bls.gov]. 2023-01-02: The overall unemployment rate in the United States averaged 5.3 percent in 2021, but varied across race and ethnicity groups. [Source: www.bls.gov]; In December 2022, the unemployment rate edged down to 3.5 percent, with 223,000 jobs added. [Source: www.bls.gov]; The unemployment rate for Black women increased to 5.5% in December 2022, up 0.3 percentage points from 5.2% in November. [Source: www.cnbc.com]; The average reservation unemployment rate is high, with more than one in four Indians living in poverty. [Source: www.americanbar.org];\"]"}
+{"batch_x": [3.799999952316284, 3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316], "batch_y": [3.5999999046325684, 3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.9000000953674316, 3.5999999046325684, 3.5999999046325684], "batch_x_timestamps_datetime64_ns": [1656633600000000000, 1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000, 1669852800000000000, 1672531200000000000, 1675209600000000000], "batch_y_timestamps_datetime64_ns": [1677628800000000000, 1680307200000000000, 1682899200000000000, 1685577600000000000, 1688169600000000000, 1690848000000000000, 1693526400000000000, 1696118400000000000], "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]], "batch_text": "[\"Available facts are as follows: 2023-02-20: The unemployment rate in the United States is projected to rise, with the Congressional Budget Office (CBO) revising its projection upward due to a reduction in economic growth in 2023. [Source: www.cbo.gov]; The U.S. unemployment rate hit a 54-year low in January 2023, with over 10 million job vacancies recorded monthly since mid-2021. [Source: www.migrationpolicy.org]; The Federal Reserve's 2023 stress test scenarios project the U.S. unemployment rate to rise nearly 6-1/2 percentage points to its peak of 10 percent. [Source: www.federalreserve.gov]; Ohio has an approved unemployment compensation system, and Ohio employers currently receive the full FUTA tax credit. [Source: www.lsc.ohio.gov]; The job openings rate nationally was 6.7 percent in December 2022 and 6.4 percent in November. [Source: www.bls.gov] 2023-02-13: The unemployment rate in the US has fallen to its lowest level in over 50 years, with a rate of 3.6% in February 2023. [Source: www.bls.gov]; The transportation sector unemployment rate was 4.7% in February 2023, and Nevada had the highest unemployment rate among states at 4.7%. [Source: www.bts.gov, www.bls.gov]; The Congressional Budget Office (CBO) projects interest rates in the US to rise faster than previously forecast, which may impact the unemployment rate. [Source: www.cbo.gov] 2023-02-06: The unemployment rate in the United States has fallen to a 50-year low of 3.4%. [Source: www.whitehouse.gov]; The unemployment rate for Black and Hispanic workers is near a record low. [Source: www.whitehouse.gov]; The U.S. Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; The unemployment rate in Canada rose 1.7 percentage points to 11.8% in January. [Source: www150.statcan.gc.ca] 2023-01-30: The unemployment rate in the United States has dropped to 3.4%, the lowest level in 54 years, according to the U.S. Department of Labor's Bureau of Labor Statistics. [Source: www.commerce.gov, www.whitehouse.gov];\"\n \"Available facts are as follows: 2023-02-20: The unemployment rate in the United States is projected to rise, with the Congressional Budget Office (CBO) revising its projection upward due to a reduction in economic growth in 2023. [Source: www.cbo.gov]; The U.S. unemployment rate hit a 54-year low in January 2023, with over 10 million job vacancies recorded monthly since mid-2021. [Source: www.migrationpolicy.org]; The Federal Reserve's 2023 stress test scenarios project the U.S. unemployment rate to rise nearly 6-1/2 percentage points to its peak of 10 percent. [Source: www.federalreserve.gov]; Ohio has an approved unemployment compensation system, and Ohio employers currently receive the full FUTA tax credit. [Source: www.lsc.ohio.gov]; The job openings rate nationally was 6.7 percent in December 2022 and 6.4 percent in November. [Source: www.bls.gov] 2023-02-13: The unemployment rate in the US has fallen to its lowest level in over 50 years, with a rate of 3.6% in February 2023. [Source: www.bls.gov]; The transportation sector unemployment rate was 4.7% in February 2023, and Nevada had the highest unemployment rate among states at 4.7%. [Source: www.bts.gov, www.bls.gov]; The Congressional Budget Office (CBO) projects interest rates in the US to rise faster than previously forecast, which may impact the unemployment rate. [Source: www.cbo.gov] 2023-02-06: The unemployment rate in the United States has fallen to a 50-year low of 3.4%. [Source: www.whitehouse.gov]; The unemployment rate for Black and Hispanic workers is near a record low. [Source: www.whitehouse.gov]; The U.S. Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; The unemployment rate in Canada rose 1.7 percentage points to 11.8% in January. [Source: www150.statcan.gc.ca] 2023-01-30: The unemployment rate in the United States has dropped to 3.4%, the lowest level in 54 years, according to the U.S. Department of Labor's Bureau of Labor Statistics. [Source: www.commerce.gov, www.whitehouse.gov];\"]"}
+{"batch_x": [3.799999952316284, 3.299999952316284, 3.4000000953674316, 3.4000000953674316, 3.299999952316284, 3.9000000953674316, 3.9000000953674316, 3.5999999046325684], "batch_y": [3.0999999046325684, 3.4000000953674316, 3.799999952316284, 3.799999952316284, 3.9000000953674316, 3.5999999046325684, 3.5999999046325684, 3.5], "batch_x_timestamps_datetime64_ns": [1659312000000000000, 1661990400000000000, 1664582400000000000, 1667260800000000000, 1669852800000000000, 1672531200000000000, 1675209600000000000, 1677628800000000000], "batch_y_timestamps_datetime64_ns": [1680307200000000000, 1682899200000000000, 1685577600000000000, 1688169600000000000, 1690848000000000000, 1693526400000000000, 1696118400000000000, 1698796800000000000], "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]], "batch_text": "[\"Available facts are as follows: 2023-03-20: As of 2022 Q4, the U.S. economy showed no signs of a downturn, with GDP growth exceeding expectations. [Source: www.epi.org]; In February 2023, the seasonally adjusted unemployment rate in North Carolina was 3.6%, decreasing 0.2 percentage points from January's revised rate. [Source: www.commerce.nc.gov]; The unemployment rate conveys the number of persons who are unemployed as a percent of the labour force. [Source: ilostat.ilo.org]; As of February 2023, the seasonally adjusted unemployment rate in Tennessee grew by 0.2 percentage points to 3.6%. [Source: www.tn.gov]; The Federal Reserve's FOMC projections for the unemployment rate are for the average civilian unemployment rate in the fourth quarter of the year indicated. [Source: www.federalreserve.gov]; In New Mexico, the unemployment rate was 3.5% as of March 2023, with an increase of 25,300 jobs and a growth rate of 3.0%. [Source: www.dws.state.nm.us] 2023-03-13: The national unemployment rate in the United States is 3.5% as of March 2023. [Source: www.bls.gov]; Unemployment rates were lower in 18 states in March 2023. [Source: www.bls.gov]; The OECD unemployment rate was stable for both women and men in February 2023. [Source: www.oecd.org]; The United States unemployment rate for veterans in 2021 was 5.0 percent. [Source: www.workstats.dli.pa.gov] 2023-03-06: The unemployment rate in the United States is currently 3.4%, the lowest in 54 years. [Source: www.whitehouse.gov]; The state of Kentucky has set a record low annual unemployment rate, the lowest since 1976. [Source: kentucky.gov]; There are more job openings than unemployed people in the United States, a trend that has continued since May 2021. [Source: www.bls.gov]; The employment rate for people with disabilities is rising, with record numbers of people with disabilities landing jobs. [Source: www.shrm.org] 2023-02-27: Tennessee's unemployment rate has held steady in the new year, with the state's workforce increasing by 21,800 jobs, led by the professional and business services sector. [Source: www.tn.gov]; The Black unemployment rate is 2 percentage points higher than the overall United States unemployment rate. [Source: www.congress.gov]; The U.S. Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; About a quarter of persons in state and federal prison were unemployed and not looking for work in the 30 days prior to arrest. [Source: bjs.ojp.gov]; The EB-5 Program was created in 1990 to stimulate the U.S. economy through job creation and capital investment by foreign investors. [Source: www.uscis.gov]; The IMF projects that South Africa will have the highest jobless rate globally in 2023, estimated at 35.6%, while the US is forecast to have an unemployment rate of around 3.5%. [Source: www.weforum.org];\"\n \"Available facts are as follows: 2023-03-20: As of 2022 Q4, the U.S. economy showed no signs of a downturn, with GDP growth exceeding expectations. [Source: www.epi.org]; In February 2023, the seasonally adjusted unemployment rate in North Carolina was 3.6%, decreasing 0.2 percentage points from January's revised rate. [Source: www.commerce.nc.gov]; The unemployment rate conveys the number of persons who are unemployed as a percent of the labour force. [Source: ilostat.ilo.org]; As of February 2023, the seasonally adjusted unemployment rate in Tennessee grew by 0.2 percentage points to 3.6%. [Source: www.tn.gov]; The Federal Reserve's FOMC projections for the unemployment rate are for the average civilian unemployment rate in the fourth quarter of the year indicated. [Source: www.federalreserve.gov]; In New Mexico, the unemployment rate was 3.5% as of March 2023, with an increase of 25,300 jobs and a growth rate of 3.0%. [Source: www.dws.state.nm.us] 2023-03-13: The national unemployment rate in the United States is 3.5% as of March 2023. [Source: www.bls.gov]; Unemployment rates were lower in 18 states in March 2023. [Source: www.bls.gov]; The OECD unemployment rate was stable for both women and men in February 2023. [Source: www.oecd.org]; The United States unemployment rate for veterans in 2021 was 5.0 percent. [Source: www.workstats.dli.pa.gov] 2023-03-06: The unemployment rate in the United States is currently 3.4%, the lowest in 54 years. [Source: www.whitehouse.gov]; The state of Kentucky has set a record low annual unemployment rate, the lowest since 1976. [Source: kentucky.gov]; There are more job openings than unemployed people in the United States, a trend that has continued since May 2021. [Source: www.bls.gov]; The employment rate for people with disabilities is rising, with record numbers of people with disabilities landing jobs. [Source: www.shrm.org] 2023-02-27: Tennessee's unemployment rate has held steady in the new year, with the state's workforce increasing by 21,800 jobs, led by the professional and business services sector. [Source: www.tn.gov]; The Black unemployment rate is 2 percentage points higher than the overall United States unemployment rate. [Source: www.congress.gov]; The U.S. Bureau of Labor Statistics provides data on state and local unemployment rates. [Source: www.bls.gov]; About a quarter of persons in state and federal prison were unemployed and not looking for work in the 30 days prior to arrest. [Source: bjs.ojp.gov]; The EB-5 Program was created in 1990 to stimulate the U.S. economy through job creation and capital investment by foreign investors. [Source: www.uscis.gov]; The IMF projects that South Africa will have the highest jobless rate globally in 2023, estimated at 35.6%, while the US is forecast to have an unemployment rate of around 3.5%. [Source: www.weforum.org];\"]"}