Datasets:

CRUISEResearchGroup
/

Massive-STEPS-Petaling-Jaya

user_id stringlengths 2 6	trail_id stringlengths 8 12	inputs stringlengths 271 15.6k	targets stringlengths 53 60
234190	2013_5479192	The following data is a trajectory of user 234190: At 2012-07-13 06:37:00, user 234190 visited POI id 21217 which is a Coworking Space, at Petaling Jaya, MY. Given the data, At 2012-07-13 06:41:00, Which POI id will user 234190 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-07-13 06:41:00, user 234190 will visit POI id 33370.
181759	2013_3507347	The following data is a trajectory of user 181759: At 2012-08-18 03:21:00, user 181759 visited POI id 143 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2012-08-18 04:31:00, Which POI id will user 181759 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-08-18 04:31:00, user 181759 will visit POI id 414.
200918	2013_4340288	The following data is a trajectory of user 200918: At 2012-04-19 00:39:00, user 200918 visited POI id 28685 which is a College & University, at Petaling Jaya, MY. At 2012-04-19 04:25:00, user 200918 visited POI id 356 which is a Light Rail Station, at Petaling Jaya, MY. At 2012-04-19 04:26:00, user 200918 visited POI id 1836 which is a Sandwich Place, at Petaling Jaya, MY. At 2012-04-19 04:58:00, user 200918 visited POI id 2506 which is a Medical Center, at Petaling Jaya, MY. Given the data, At 2012-04-19 11:15:00, Which POI id will user 200918 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-04-19 11:15:00, user 200918 will visit POI id 251.
76569	2013_1694746	The following data is a trajectory of user 76569: At 2013-01-25 07:12:00, user 76569 visited POI id 439 which is a Hotel, at Petaling Jaya, MY. Given the data, At 2013-01-25 08:21:00, Which POI id will user 76569 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-01-25 08:21:00, user 76569 will visit POI id 156.
190023	2013_3886280	The following data is a trajectory of user 190023: At 2012-12-06 13:09:00, user 190023 visited POI id 18849 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-12-07 00:24:00, user 190023 visited POI id 4247 which is a Asian Restaurant, at Petaling Jaya, MY. Given the data, At 2012-12-07 03:07:00, Which POI id will user 190023 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-12-07 03:07:00, user 190023 will visit POI id 4483.
224693	2013_5183324	The following data is a trajectory of user 224693: At 2013-03-15 04:24:00, user 224693 visited POI id 412 which is a Shopping Mall, at Petaling Jaya, MY. At 2013-03-15 05:33:00, user 224693 visited POI id 609 which is a Multiplex, at Petaling Jaya, MY. At 2013-03-15 07:46:00, user 224693 visited POI id 3256 which is a American Restaurant, at Petaling Jaya, MY. At 2013-03-15 10:22:00, user 224693 visited POI id 49147 which is a Café, at Petaling Jaya, MY. Given the data, At 2013-03-15 11:02:00, Which POI id will user 224693 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-03-15 11:02:00, user 224693 will visit POI id 138.
249093	2013_5908261	The following data is a trajectory of user 249093: At 2012-05-19 01:54:00, user 249093 visited POI id 29443 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-05-19 02:53:00, user 249093 visited POI id 682 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2012-05-19 06:31:00, Which POI id will user 249093 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-19 06:31:00, user 249093 will visit POI id 412.
227333	2013_5267191	The following data is a trajectory of user 227333: At 2012-04-16 08:08:00, user 227333 visited POI id 251 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-04-16 08:20:00, user 227333 visited POI id 495 which is a Coffee Shop, at Petaling Jaya, MY. Given the data, At 2012-04-16 08:49:00, Which POI id will user 227333 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-04-16 08:49:00, user 227333 will visit POI id 357.
222904	2013_5124848	The following data is a trajectory of user 222904: At 2012-12-17 10:58:00, user 222904 visited POI id 682 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2012-12-17 11:04:00, Which POI id will user 222904 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-12-17 11:04:00, user 222904 will visit POI id 7736.
76856	2018_1431967	The following data is a trajectory of user 76856: At 2017-12-30 00:23:00, user 76856 visited POI id 59297 which is a Coffee Shop, at Petaling Jaya, MY. Given the data, At 2017-12-30 02:29:00, Which POI id will user 76856 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-12-30 02:29:00, user 76856 will visit POI id 223.
47886	2013_1129661	The following data is a trajectory of user 47886: At 2013-02-21 08:40:00, user 47886 visited POI id 2434 which is a Seafood Restaurant, at Petaling Jaya, MY. At 2013-02-21 09:50:00, user 47886 visited POI id 2000 which is a Clothing Store, at Petaling Jaya, MY. At 2013-02-21 10:38:00, user 47886 visited POI id 25132 which is a Accessories Store, at Petaling Jaya, MY. Given the data, At 2013-02-21 11:09:00, Which POI id will user 47886 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-02-21 11:09:00, user 47886 will visit POI id 547.
68179	2013_1535310	The following data is a trajectory of user 68179: At 2013-08-20 07:39:00, user 68179 visited POI id 11590 which is a Student Center, at Petaling Jaya, MY. Given the data, At 2013-08-20 13:13:00, Which POI id will user 68179 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-08-20 13:13:00, user 68179 will visit POI id 17594.
224039	2013_5161598	The following data is a trajectory of user 224039: At 2013-02-11 05:40:00, user 224039 visited POI id 28695 which is a Home (private), at Petaling Jaya, MY. Given the data, At 2013-02-11 13:06:00, Which POI id will user 224039 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-02-11 13:06:00, user 224039 will visit POI id 9233.
189197	2013_3849029	The following data is a trajectory of user 189197: At 2012-04-26 02:57:00, user 189197 visited POI id 897 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-04-26 05:03:00, user 189197 visited POI id 11597 which is a Fried Chicken Joint, at Petaling Jaya, MY. At 2012-04-26 06:18:00, user 189197 visited POI id 30550 which is a Boutique, at Petaling Jaya, MY. Given the data, At 2012-04-26 13:30:00, Which POI id will user 189197 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-04-26 13:30:00, user 189197 will visit POI id 6574.
43961	2013_1046984	The following data is a trajectory of user 43961: At 2012-08-12 07:38:00, user 43961 visited POI id 36756 which is a Clothing Store, at Petaling Jaya, MY. Given the data, At 2012-08-12 10:55:00, Which POI id will user 43961 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-08-12 10:55:00, user 43961 will visit POI id 7126.
28007	2013_693244	The following data is a trajectory of user 28007: At 2012-12-07 07:52:00, user 28007 visited POI id 25380 which is a Theme Park, at Petaling Jaya, MY. Given the data, At 2012-12-07 14:58:00, Which POI id will user 28007 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-12-07 14:58:00, user 28007 will visit POI id 1007.
189916	2013_3881858	The following data is a trajectory of user 189916: At 2012-10-12 03:49:00, user 189916 visited POI id 1759 which is a Office, at Petaling Jaya, MY. Given the data, At 2012-10-12 13:15:00, Which POI id will user 189916 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-10-12 13:15:00, user 189916 will visit POI id 251.
59378	2013_1363837	The following data is a trajectory of user 59378: At 2012-12-31 22:41:00, user 59378 visited POI id 28282 which is a College Residence Hall, at Petaling Jaya, MY. At 2013-01-01 00:43:00, user 59378 visited POI id 45306 which is a Malay Restaurant, at Petaling Jaya, MY. At 2013-01-01 05:52:00, user 59378 visited POI id 42999 which is a Café, at Petaling Jaya, MY. At 2013-01-01 07:00:00, user 59378 visited POI id 28282 which is a College Residence Hall, at Petaling Jaya, MY. Given the data, At 2013-01-01 09:02:00, Which POI id will user 59378 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-01-01 09:02:00, user 59378 will visit POI id 10401.
39641	2013_955920	The following data is a trajectory of user 39641: At 2013-03-11 05:05:00, user 39641 visited POI id 26610 which is a Malay Restaurant, at Petaling Jaya, MY. Given the data, At 2013-03-11 10:34:00, Which POI id will user 39641 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-03-11 10:34:00, user 39641 will visit POI id 13050.
71273	2013_1594788	The following data is a trajectory of user 71273: At 2012-11-25 12:56:00, user 71273 visited POI id 1590 which is a Fast Food Restaurant, at Petaling Jaya, MY. Given the data, At 2012-11-25 13:41:00, Which POI id will user 71273 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-11-25 13:41:00, user 71273 will visit POI id 732.
179550	2013_3398289	The following data is a trajectory of user 179550: At 2012-11-26 07:04:00, user 179550 visited POI id 456 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2012-11-26 12:24:00, Which POI id will user 179550 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-11-26 12:24:00, user 179550 will visit POI id 1621.
202535	2018_2894147	The following data is a trajectory of user 202535: At 2018-07-10 12:07:00, user 202535 visited POI id 53227 which is a Japanese Restaurant, at Petaling Jaya, MY. Given the data, At 2018-07-10 12:57:00, Which POI id will user 202535 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2018-07-10 12:57:00, user 202535 will visit POI id 22377.
74278	2018_1389889	The following data is a trajectory of user 74278: At 2018-01-26 13:34:00, user 74278 visited POI id 58605 which is a Breakfast Spot, at Petaling Jaya, MY. Given the data, At 2018-01-26 14:37:00, Which POI id will user 74278 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2018-01-26 14:37:00, user 74278 will visit POI id 55548.
245270	2013_5801681	The following data is a trajectory of user 245270: At 2013-07-28 10:15:00, user 245270 visited POI id 157 which is a Convention Center, at Petaling Jaya, MY. Given the data, At 2013-07-28 10:26:00, Which POI id will user 245270 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-07-28 10:26:00, user 245270 will visit POI id 21359.
198360	2013_4238455	The following data is a trajectory of user 198360: At 2012-05-26 02:06:00, user 198360 visited POI id 16251 which is a College Classroom, at Petaling Jaya, MY. At 2012-05-26 02:07:00, user 198360 visited POI id 19562 which is a College Residence Hall, at Petaling Jaya, MY. Given the data, At 2012-05-26 03:46:00, Which POI id will user 198360 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-26 03:46:00, user 198360 will visit POI id 1796.
69902	2013_1567721	The following data is a trajectory of user 69902: At 2013-01-25 12:58:00, user 69902 visited POI id 3734 which is a Indian Restaurant, at Petaling Jaya, MY. Given the data, At 2013-01-25 13:21:00, Which POI id will user 69902 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-01-25 13:21:00, user 69902 will visit POI id 1839.
241077	2013_5682491	The following data is a trajectory of user 241077: At 2012-12-01 01:22:00, user 241077 visited POI id 118 which is a Event Space, at Petaling Jaya, MY. Given the data, At 2012-12-01 06:50:00, Which POI id will user 241077 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-12-01 06:50:00, user 241077 will visit POI id 39073.
41699	2013_998407	The following data is a trajectory of user 41699: At 2012-12-10 13:27:00, user 41699 visited POI id 46397 which is a Men's Store, at Petaling Jaya, MY. Given the data, At 2012-12-10 14:09:00, Which POI id will user 41699 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-12-10 14:09:00, user 41699 will visit POI id 45829.
254700	2013_6060454	The following data is a trajectory of user 254700: At 2013-02-18 03:31:00, user 254700 visited POI id 17677 which is a Café, at Petaling Jaya, MY. At 2013-02-18 04:16:00, user 254700 visited POI id 36743 which is a Clothing Store, at Petaling Jaya, MY. At 2013-02-18 04:29:00, user 254700 visited POI id 682 which is a Shopping Mall, at Petaling Jaya, MY. At 2013-02-18 04:38:00, user 254700 visited POI id 32322 which is a Spa, at Petaling Jaya, MY. At 2013-02-18 06:08:00, user 254700 visited POI id 1019 which is a Burger Joint, at Petaling Jaya, MY. Given the data, At 2013-02-18 08:27:00, Which POI id will user 254700 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-02-18 08:27:00, user 254700 will visit POI id 568.
197338	2013_4196791	The following data is a trajectory of user 197338: At 2012-12-06 02:36:00, user 197338 visited POI id 5200 which is a Indian Restaurant, at Petaling Jaya, MY. At 2012-12-06 05:54:00, user 197338 visited POI id 10075 which is a General College & University, at Petaling Jaya, MY. Given the data, At 2012-12-06 10:43:00, Which POI id will user 197338 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-12-06 10:43:00, user 197338 will visit POI id 776.
184755	2013_3650115	The following data is a trajectory of user 184755: At 2012-12-16 03:52:00, user 184755 visited POI id 14557 which is a Other Great Outdoors, at Petaling Jaya, MY. Given the data, At 2012-12-16 04:11:00, Which POI id will user 184755 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-12-16 04:11:00, user 184755 will visit POI id 33625.
26922	2018_545696	The following data is a trajectory of user 26922: At 2017-12-26 10:24:00, user 26922 visited POI id 1086 which is a Sushi Restaurant, at Petaling Jaya, MY. Given the data, At 2017-12-26 11:21:00, Which POI id will user 26922 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-12-26 11:21:00, user 26922 will visit POI id 53120.
236626	2013_5551907	The following data is a trajectory of user 236626: At 2013-03-21 10:29:00, user 236626 visited POI id 1075 which is a Light Rail Station, at Petaling Jaya, MY. At 2013-03-21 11:17:00, user 236626 visited POI id 18518 which is a Fast Food Restaurant, at Petaling Jaya, MY. Given the data, At 2013-03-21 13:31:00, Which POI id will user 236626 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-03-21 13:31:00, user 236626 will visit POI id 11779.
183992	2013_3615547	The following data is a trajectory of user 183992: At 2013-05-30 12:23:00, user 183992 visited POI id 13921 which is a Shopping Mall, at Petaling Jaya, MY. At 2013-05-30 12:25:00, user 183992 visited POI id 34578 which is a Japanese Restaurant, at Petaling Jaya, MY. Given the data, At 2013-05-30 15:10:00, Which POI id will user 183992 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-05-30 15:10:00, user 183992 will visit POI id 18849.
93	2013_2966	The following data is a trajectory of user 93: At 2012-04-25 10:57:00, user 93 visited POI id 7550 which is a Coffee Shop, at Petaling Jaya, MY. Given the data, At 2012-04-25 13:44:00, Which POI id will user 93 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-04-25 13:44:00, user 93 will visit POI id 17699.
238889	2013_5618672	The following data is a trajectory of user 238889: At 2013-02-16 11:31:00, user 238889 visited POI id 4383 which is a Jewelry Store, at Petaling Jaya, MY. At 2013-02-16 11:43:00, user 238889 visited POI id 408 which is a Coffee Shop, at Petaling Jaya, MY. Given the data, At 2013-02-16 11:54:00, Which POI id will user 238889 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-02-16 11:54:00, user 238889 will visit POI id 246.
3681	2018_79304	The following data is a trajectory of user 3681: At 2017-12-10 13:47:00, user 3681 visited POI id 4617 which is a Soup Place, at Petaling Jaya, MY. Given the data, At 2017-12-10 14:36:00, Which POI id will user 3681 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-12-10 14:36:00, user 3681 will visit POI id 31722.
229880	2013_5346739	The following data is a trajectory of user 229880: At 2012-05-21 13:56:00, user 229880 visited POI id 310 which is a Train Station, at Petaling Jaya, MY. Given the data, At 2012-05-21 14:42:00, Which POI id will user 229880 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-21 14:42:00, user 229880 will visit POI id 22823.
256112	2013_6097930	The following data is a trajectory of user 256112: At 2012-05-28 10:30:00, user 256112 visited POI id 143 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2012-05-28 11:09:00, Which POI id will user 256112 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-28 11:09:00, user 256112 will visit POI id 3806.
199210	2013_4272475	The following data is a trajectory of user 199210: At 2013-04-30 23:46:00, user 199210 visited POI id 10332 which is a Office, at Petaling Jaya, MY. Given the data, At 2013-05-01 00:43:00, Which POI id will user 199210 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-05-01 00:43:00, user 199210 will visit POI id 6521.
107065	2013_2234099	The following data is a trajectory of user 107065: At 2013-02-28 05:37:00, user 107065 visited POI id 15233 which is a Electronics Store, at Petaling Jaya, MY. At 2013-02-28 05:54:00, user 107065 visited POI id 600 which is a Sushi Restaurant, at Petaling Jaya, MY. Given the data, At 2013-02-28 10:34:00, Which POI id will user 107065 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-02-28 10:34:00, user 107065 will visit POI id 155.
9395	2018_199074	The following data is a trajectory of user 9395: At 2017-10-21 06:40:00, user 9395 visited POI id 48706 which is a Light Rail Station, at Petaling Jaya, MY. At 2017-10-21 07:56:00, user 9395 visited POI id 223 which is a Furniture / Home Store, at Petaling Jaya, MY. At 2017-10-21 09:24:00, user 9395 visited POI id 224 which is a Shopping Mall, at Petaling Jaya, MY. At 2017-10-21 10:40:00, user 9395 visited POI id 6908 which is a Multiplex, at Petaling Jaya, MY. At 2017-10-21 13:35:00, user 9395 visited POI id 35211 which is a Metro Station, at Petaling Jaya, MY. At 2017-10-21 14:10:00, user 9395 visited POI id 56462 which is a Food Truck, at Petaling Jaya, MY. Given the data, At 2017-10-21 14:37:00, Which POI id will user 9395 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-10-21 14:37:00, user 9395 will visit POI id 2303.
45497	2013_1078039	The following data is a trajectory of user 45497: At 2012-07-11 00:45:00, user 45497 visited POI id 28023 which is a Neighborhood, at Petaling Jaya, MY. Given the data, At 2012-07-11 05:26:00, Which POI id will user 45497 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-07-11 05:26:00, user 45497 will visit POI id 1224.
61811	2013_1412134	The following data is a trajectory of user 61811: At 2013-01-06 05:04:00, user 61811 visited POI id 42368 which is a Malay Restaurant, at Petaling Jaya, MY. At 2013-01-06 06:22:00, user 61811 visited POI id 5391 which is a Road, at Petaling Jaya, MY. At 2013-01-06 09:47:00, user 61811 visited POI id 24855 which is a Food, at Petaling Jaya, MY. At 2013-01-06 10:06:00, user 61811 visited POI id 16135 which is a Flea Market, at Petaling Jaya, MY. At 2013-01-06 10:19:00, user 61811 visited POI id 45883 which is a Coffee Shop, at Petaling Jaya, MY. Given the data, At 2013-01-06 12:45:00, Which POI id will user 61811 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-01-06 12:45:00, user 61811 will visit POI id 48498.
255911	2013_6092452	The following data is a trajectory of user 255911: At 2013-02-18 00:35:00, user 255911 visited POI id 6084 which is a University, at Petaling Jaya, MY. At 2013-02-18 00:45:00, user 255911 visited POI id 33412 which is a College Academic Building, at Petaling Jaya, MY. Given the data, At 2013-02-18 07:31:00, Which POI id will user 255911 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-02-18 07:31:00, user 255911 will visit POI id 36430.
256613	2018_3255906	The following data is a trajectory of user 256613: At 2017-11-02 04:00:00, user 256613 visited POI id 897 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2017-11-02 04:11:00, Which POI id will user 256613 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-11-02 04:11:00, user 256613 will visit POI id 1382.
320186	2018_3641048	The following data is a trajectory of user 320186: At 2018-03-15 13:23:00, user 320186 visited POI id 310 which is a Train Station, at Petaling Jaya, MY. Given the data, At 2018-03-15 13:25:00, Which POI id will user 320186 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2018-03-15 13:25:00, user 320186 will visit POI id 9358.
250813	2013_5954898	The following data is a trajectory of user 250813: At 2012-04-22 09:27:00, user 250813 visited POI id 224 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-04-22 09:29:00, user 250813 visited POI id 210 which is a Coffee Shop, at Petaling Jaya, MY. Given the data, At 2012-04-22 15:15:00, Which POI id will user 250813 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-04-22 15:15:00, user 250813 will visit POI id 16151.
119517	2013_2439815	The following data is a trajectory of user 119517: At 2012-04-09 19:02:00, user 119517 visited POI id 26812 which is a Restaurant, at Petaling Jaya, MY. Given the data, At 2012-04-09 19:04:00, Which POI id will user 119517 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-04-09 19:04:00, user 119517 will visit POI id 17977.
249017	2013_5906207	The following data is a trajectory of user 249017: At 2013-03-12 05:48:00, user 249017 visited POI id 196 which is a Shopping Mall, at Petaling Jaya, MY. At 2013-03-12 07:37:00, user 249017 visited POI id 14603 which is a Residential Building (Apartment / Condo), at Petaling Jaya, MY. Given the data, At 2013-03-12 12:25:00, Which POI id will user 249017 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-03-12 12:25:00, user 249017 will visit POI id 14342.
174480	2018_2670282	The following data is a trajectory of user 174480: At 2018-02-03 08:20:00, user 174480 visited POI id 15387 which is a Medical Center, at Petaling Jaya, MY. Given the data, At 2018-02-03 09:06:00, Which POI id will user 174480 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2018-02-03 09:06:00, user 174480 will visit POI id 54517.
206836	2013_4566878	The following data is a trajectory of user 206836: At 2012-06-14 02:09:00, user 206836 visited POI id 22483 which is a Multiplex, at Petaling Jaya, MY. At 2012-06-14 04:30:00, user 206836 visited POI id 17182 which is a Pub, at Petaling Jaya, MY. Given the data, At 2012-06-14 06:04:00, Which POI id will user 206836 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-06-14 06:04:00, user 206836 will visit POI id 41316.
154601	2013_2971632	The following data is a trajectory of user 154601: At 2012-06-03 03:01:00, user 154601 visited POI id 31076 which is a Home (private), at Petaling Jaya, MY. At 2012-06-03 04:05:00, user 154601 visited POI id 6177 which is a Library, at Petaling Jaya, MY. At 2012-06-03 05:40:00, user 154601 visited POI id 196 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2012-06-03 09:40:00, Which POI id will user 154601 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-06-03 09:40:00, user 154601 will visit POI id 10381.
34133	2013_832895	The following data is a trajectory of user 34133: At 2012-11-08 11:17:00, user 34133 visited POI id 9017 which is a Residential Building (Apartment / Condo), at Petaling Jaya, MY. Given the data, At 2012-11-08 11:25:00, Which POI id will user 34133 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-11-08 11:25:00, user 34133 will visit POI id 23050.
3891	2013_102072	The following data is a trajectory of user 3891: At 2013-05-09 14:07:00, user 3891 visited POI id 14179 which is a Chinese Restaurant, at Petaling Jaya, MY. Given the data, At 2013-05-09 16:03:00, Which POI id will user 3891 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-05-09 16:03:00, user 3891 will visit POI id 10507.
188584	2013_3822740	The following data is a trajectory of user 188584: At 2012-10-13 07:25:00, user 188584 visited POI id 9295 which is a University, at Petaling Jaya, MY. Given the data, At 2012-10-13 12:16:00, Which POI id will user 188584 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-10-13 12:16:00, user 188584 will visit POI id 34529.
45483	2013_1077698	The following data is a trajectory of user 45483: At 2012-06-05 06:25:00, user 45483 visited POI id 552 which is a Coffee Shop, at Petaling Jaya, MY. Given the data, At 2012-06-05 08:14:00, Which POI id will user 45483 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-06-05 08:14:00, user 45483 will visit POI id 412.
23402	2013_587001	The following data is a trajectory of user 23402: At 2012-05-11 04:07:00, user 23402 visited POI id 168 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-05-11 04:21:00, user 23402 visited POI id 4081 which is a Ramen Restaurant, at Petaling Jaya, MY. At 2012-05-11 05:13:00, user 23402 visited POI id 36023 which is a Clothing Store, at Petaling Jaya, MY. At 2012-05-11 05:39:00, user 23402 visited POI id 22483 which is a Multiplex, at Petaling Jaya, MY. At 2012-05-11 08:00:00, user 23402 visited POI id 31804 which is a Ice Cream Shop, at Petaling Jaya, MY. At 2012-05-11 08:30:00, user 23402 visited POI id 4044 which is a Residential Building (Apartment / Condo), at Petaling Jaya, MY. Given the data, At 2012-05-11 10:39:00, Which POI id will user 23402 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-11 10:39:00, user 23402 will visit POI id 28598.
241231	2013_5686711	The following data is a trajectory of user 241231: At 2013-04-17 05:26:00, user 241231 visited POI id 310 which is a Train Station, at Petaling Jaya, MY. Given the data, At 2013-04-17 12:44:00, Which POI id will user 241231 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-04-17 12:44:00, user 241231 will visit POI id 176.
196616	2013_4167373	The following data is a trajectory of user 196616: At 2013-03-10 08:58:00, user 196616 visited POI id 795 which is a Bus Station, at Petaling Jaya, MY. Given the data, At 2013-03-10 09:28:00, Which POI id will user 196616 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-03-10 09:28:00, user 196616 will visit POI id 14342.
219898	2013_5026275	The following data is a trajectory of user 219898: At 2013-05-04 11:23:00, user 219898 visited POI id 251 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2013-05-04 11:48:00, Which POI id will user 219898 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-05-04 11:48:00, user 219898 will visit POI id 325.
197306	2018_2852301	The following data is a trajectory of user 197306: At 2017-11-11 09:40:00, user 197306 visited POI id 776 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2017-11-11 10:39:00, Which POI id will user 197306 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-11-11 10:39:00, user 197306 will visit POI id 31075.
184636	2013_3644448	The following data is a trajectory of user 184636: At 2012-11-11 23:14:00, user 184636 visited POI id 7365 which is a Light Rail Station, at Petaling Jaya, MY. At 2012-11-11 23:57:00, user 184636 visited POI id 4602 which is a Light Rail Station, at Petaling Jaya, MY. At 2012-11-12 07:09:00, user 184636 visited POI id 18464 which is a General College & University, at Petaling Jaya, MY. At 2012-11-12 07:18:00, user 184636 visited POI id 1078 which is a Office, at Petaling Jaya, MY. At 2012-11-12 09:58:00, user 184636 visited POI id 36845 which is a Neighborhood, at Petaling Jaya, MY. At 2012-11-12 10:31:00, user 184636 visited POI id 20543 which is a Police Station, at Petaling Jaya, MY. At 2012-11-12 13:14:00, user 184636 visited POI id 8788 which is a Home (private), at Petaling Jaya, MY. Given the data, At 2012-11-12 15:09:00, Which POI id will user 184636 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-11-12 15:09:00, user 184636 will visit POI id 34431.
199915	2013_4300233	The following data is a trajectory of user 199915: At 2012-10-27 13:22:00, user 199915 visited POI id 2517 which is a Malay Restaurant, at Petaling Jaya, MY. Given the data, At 2012-10-27 13:24:00, Which POI id will user 199915 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-10-27 13:24:00, user 199915 will visit POI id 1519.
38016	2013_920412	The following data is a trajectory of user 38016: At 2012-11-23 03:47:00, user 38016 visited POI id 14294 which is a College Cafeteria, at Petaling Jaya, MY. Given the data, At 2012-11-23 07:11:00, Which POI id will user 38016 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-11-23 07:11:00, user 38016 will visit POI id 3081.
24756	2018_503836	The following data is a trajectory of user 24756: At 2018-06-23 00:46:00, user 24756 visited POI id 62 which is a Lake, at Petaling Jaya, MY. At 2018-06-23 06:47:00, user 24756 visited POI id 4602 which is a Light Rail Station, at Petaling Jaya, MY. At 2018-06-23 07:03:00, user 24756 visited POI id 4177 which is a Light Rail Station, at Petaling Jaya, MY. At 2018-06-23 07:12:00, user 24756 visited POI id 53476 which is a Building, at Petaling Jaya, MY. Given the data, At 2018-06-23 10:05:00, Which POI id will user 24756 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2018-06-23 10:05:00, user 24756 will visit POI id 40044.
8329	2018_177651	The following data is a trajectory of user 8329: At 2017-10-07 07:05:00, user 8329 visited POI id 55355 which is a Snack Place, at Petaling Jaya, MY. At 2017-10-07 07:16:00, user 8329 visited POI id 14139 which is a Building, at Petaling Jaya, MY. At 2017-10-07 13:50:00, user 8329 visited POI id 57072 which is a Sushi Restaurant, at Petaling Jaya, MY. At 2017-10-07 14:56:00, user 8329 visited POI id 50033 which is a Residential Building (Apartment / Condo), at Petaling Jaya, MY. At 2017-10-07 15:27:00, user 8329 visited POI id 50749 which is a Malay Restaurant, at Petaling Jaya, MY. Given the data, At 2017-10-07 21:05:00, Which POI id will user 8329 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-10-07 21:05:00, user 8329 will visit POI id 48290.
55133	2018_1101383	The following data is a trajectory of user 55133: At 2017-12-24 07:18:00, user 55133 visited POI id 3900 which is a Gas Station, at Petaling Jaya, MY. At 2017-12-24 10:27:00, user 55133 visited POI id 30261 which is a Office, at Petaling Jaya, MY. Given the data, At 2017-12-24 12:06:00, Which POI id will user 55133 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-12-24 12:06:00, user 55133 will visit POI id 52632.
28170	2018_570137	The following data is a trajectory of user 28170: At 2017-10-13 00:55:00, user 28170 visited POI id 57900 which is a Office, at Petaling Jaya, MY. Given the data, At 2017-10-13 04:58:00, Which POI id will user 28170 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-10-13 04:58:00, user 28170 will visit POI id 2517.
192544	2013_3997915	The following data is a trajectory of user 192544: At 2012-05-04 02:32:00, user 192544 visited POI id 10075 which is a General College & University, at Petaling Jaya, MY. At 2012-05-04 04:14:00, user 192544 visited POI id 609 which is a Multiplex, at Petaling Jaya, MY. At 2012-05-04 10:03:00, user 192544 visited POI id 1295 which is a Residential Building (Apartment / Condo), at Petaling Jaya, MY. Given the data, At 2012-05-04 13:41:00, Which POI id will user 192544 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-04 13:41:00, user 192544 will visit POI id 1799.
112352	2018_1945584	The following data is a trajectory of user 112352: At 2017-10-20 12:31:00, user 112352 visited POI id 55905 which is a Steakhouse, at Petaling Jaya, MY. Given the data, At 2017-10-20 14:35:00, Which POI id will user 112352 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-10-20 14:35:00, user 112352 will visit POI id 4328.
80820	2018_1492641	The following data is a trajectory of user 80820: At 2017-10-08 04:27:00, user 80820 visited POI id 310 which is a Train Station, at Petaling Jaya, MY. Given the data, At 2017-10-08 05:04:00, Which POI id will user 80820 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-10-08 05:04:00, user 80820 will visit POI id 4328.
187346	2013_3767715	The following data is a trajectory of user 187346: At 2013-06-01 11:31:00, user 187346 visited POI id 436 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2013-06-01 12:18:00, Which POI id will user 187346 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-06-01 12:18:00, user 187346 will visit POI id 47020.
31042	2018_628059	The following data is a trajectory of user 31042: At 2018-04-02 09:58:00, user 31042 visited POI id 3102 which is a Light Rail Station, at Petaling Jaya, MY. Given the data, At 2018-04-02 11:22:00, Which POI id will user 31042 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2018-04-02 11:22:00, user 31042 will visit POI id 55318.
186020	2013_3707193	The following data is a trajectory of user 186020: At 2012-04-22 07:54:00, user 186020 visited POI id 11306 which is a Train Station, at Petaling Jaya, MY. At 2012-04-22 08:47:00, user 186020 visited POI id 16667 which is a Train Station, at Petaling Jaya, MY. Given the data, At 2012-04-22 08:57:00, Which POI id will user 186020 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-04-22 08:57:00, user 186020 will visit POI id 33998.
203730	2013_4450423	The following data is a trajectory of user 203730: At 2012-11-06 09:26:00, user 203730 visited POI id 9726 which is a Parking, at Petaling Jaya, MY. Given the data, At 2012-11-06 09:34:00, Which POI id will user 203730 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-11-06 09:34:00, user 203730 will visit POI id 7519.
25872	2018_525758	The following data is a trajectory of user 25872: At 2018-07-02 10:56:00, user 25872 visited POI id 53795 which is a Shopping Mall, at Petaling Jaya, MY. At 2018-07-02 12:43:00, user 25872 visited POI id 1576 which is a Office, at Petaling Jaya, MY. At 2018-07-02 17:32:00, user 25872 visited POI id 10404 which is a Residential Building (Apartment / Condo), at Petaling Jaya, MY. Given the data, At 2018-07-09 18:23:00, Which POI id will user 25872 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2018-07-09 18:23:00, user 25872 will visit POI id 52169.
56441	2013_1304093	The following data is a trajectory of user 56441: At 2012-05-29 03:36:00, user 56441 visited POI id 310 which is a Train Station, at Petaling Jaya, MY. Given the data, At 2012-05-29 04:05:00, Which POI id will user 56441 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-29 04:05:00, user 56441 will visit POI id 7366.
203748	2013_4451018	The following data is a trajectory of user 203748: At 2012-11-26 10:24:00, user 203748 visited POI id 682 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2012-11-26 12:11:00, Which POI id will user 203748 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-11-26 12:11:00, user 203748 will visit POI id 239.
33934	2013_828007	The following data is a trajectory of user 33934: At 2013-07-12 08:31:00, user 33934 visited POI id 18849 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2013-07-12 10:02:00, Which POI id will user 33934 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-07-12 10:02:00, user 33934 will visit POI id 51220.
160316	2018_2537015	The following data is a trajectory of user 160316: At 2017-11-12 06:58:00, user 160316 visited POI id 398 which is a Hotel, at Petaling Jaya, MY. Given the data, At 2017-11-12 07:01:00, Which POI id will user 160316 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-11-12 07:01:00, user 160316 will visit POI id 52786.
147955	2013_2874230	The following data is a trajectory of user 147955: At 2013-04-29 01:35:00, user 147955 visited POI id 13006 which is a College Stadium, at Petaling Jaya, MY. At 2013-04-29 04:18:00, user 147955 visited POI id 5232 which is a College Cafeteria, at Petaling Jaya, MY. Given the data, At 2013-04-29 04:36:00, Which POI id will user 147955 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-04-29 04:36:00, user 147955 will visit POI id 3081.
132972	2013_2651519	The following data is a trajectory of user 132972: At 2012-05-09 11:55:00, user 132972 visited POI id 4768 which is a Miscellaneous Shop, at Petaling Jaya, MY. Given the data, At 2012-05-09 13:52:00, Which POI id will user 132972 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-09 13:52:00, user 132972 will visit POI id 675.
236628	2013_5551997	The following data is a trajectory of user 236628: At 2013-01-26 14:21:00, user 236628 visited POI id 17995 which is a Mediterranean Restaurant, at Petaling Jaya, MY. Given the data, At 2013-01-26 17:52:00, Which POI id will user 236628 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-01-26 17:52:00, user 236628 will visit POI id 327.
18925	2013_480286	The following data is a trajectory of user 18925: At 2013-03-24 09:00:00, user 18925 visited POI id 14112 which is a Hardware Store, at Petaling Jaya, MY. Given the data, At 2013-03-24 09:17:00, Which POI id will user 18925 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-03-24 09:17:00, user 18925 will visit POI id 11398.
51972	2013_1211231	The following data is a trajectory of user 51972: At 2012-06-27 05:41:00, user 51972 visited POI id 184 which is a Shopping Mall, at Petaling Jaya, MY. Given the data, At 2012-06-27 08:01:00, Which POI id will user 51972 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-06-27 08:01:00, user 51972 will visit POI id 184.
67356	2013_1519213	The following data is a trajectory of user 67356: At 2013-02-17 01:26:00, user 67356 visited POI id 16989 which is a BBQ Joint, at Petaling Jaya, MY. At 2013-02-17 09:00:00, user 67356 visited POI id 6763 which is a Bank, at Petaling Jaya, MY. At 2013-02-17 11:12:00, user 67356 visited POI id 418 which is a Asian Restaurant, at Petaling Jaya, MY. Given the data, At 2013-02-17 12:15:00, Which POI id will user 67356 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-02-17 12:15:00, user 67356 will visit POI id 584.
57091	2013_1316773	The following data is a trajectory of user 57091: At 2012-12-13 13:16:00, user 57091 visited POI id 11047 which is a Residential Building (Apartment / Condo), at Petaling Jaya, MY. Given the data, At 2012-12-13 15:56:00, Which POI id will user 57091 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-12-13 15:56:00, user 57091 will visit POI id 15456.
193524	2013_4040144	The following data is a trajectory of user 193524: At 2012-11-17 15:02:00, user 193524 visited POI id 30948 which is a Building, at Petaling Jaya, MY. Given the data, At 2012-11-17 15:56:00, Which POI id will user 193524 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-11-17 15:56:00, user 193524 will visit POI id 4497.
45406	2018_911482	The following data is a trajectory of user 45406: At 2018-01-13 07:59:00, user 45406 visited POI id 6192 which is a Badminton Court, at Petaling Jaya, MY. Given the data, At 2018-01-13 11:30:00, Which POI id will user 45406 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2018-01-13 11:30:00, user 45406 will visit POI id 12486.
94985	2013_2027690	The following data is a trajectory of user 94985: At 2012-11-06 01:41:00, user 94985 visited POI id 3561 which is a College & University, at Petaling Jaya, MY. Given the data, At 2012-11-06 03:45:00, Which POI id will user 94985 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-11-06 03:45:00, user 94985 will visit POI id 16206.
186640	2013_3735436	The following data is a trajectory of user 186640: At 2012-07-15 12:27:00, user 186640 visited POI id 682 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-07-15 12:48:00, user 186640 visited POI id 4427 which is a Coffee Shop, at Petaling Jaya, MY. Given the data, At 2012-07-15 16:00:00, Which POI id will user 186640 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-07-15 16:00:00, user 186640 will visit POI id 7214.
90352	2013_1945029	The following data is a trajectory of user 90352: At 2013-04-20 09:14:00, user 90352 visited POI id 402 which is a Gym, at Petaling Jaya, MY. Given the data, At 2013-04-20 13:19:00, Which POI id will user 90352 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2013-04-20 13:19:00, user 90352 will visit POI id 44195.
45697	2013_1082244	The following data is a trajectory of user 45697: At 2012-08-11 11:07:00, user 45697 visited POI id 5943 which is a Clothing Store, at Petaling Jaya, MY. At 2012-08-11 11:22:00, user 45697 visited POI id 22068 which is a Food Court, at Petaling Jaya, MY. At 2012-08-11 11:53:00, user 45697 visited POI id 11979 which is a Women's Store, at Petaling Jaya, MY. Given the data, At 2012-08-11 17:42:00, Which POI id will user 45697 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-08-11 17:42:00, user 45697 will visit POI id 43870.
126857	2018_2129559	The following data is a trajectory of user 126857: At 2017-10-07 03:02:00, user 126857 visited POI id 8 which is a Hotel, at Petaling Jaya, MY. Given the data, At 2017-10-07 06:24:00, Which POI id will user 126857 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-10-07 06:24:00, user 126857 will visit POI id 682.
235256	2013_5510911	The following data is a trajectory of user 235256: At 2012-05-29 10:23:00, user 235256 visited POI id 897 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-05-29 11:03:00, user 235256 visited POI id 1547 which is a Bank, at Petaling Jaya, MY. Given the data, At 2012-05-29 11:31:00, Which POI id will user 235256 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-29 11:31:00, user 235256 will visit POI id 939.
180337	2013_3436542	The following data is a trajectory of user 180337: At 2012-04-21 11:18:00, user 180337 visited POI id 168 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-04-21 11:27:00, user 180337 visited POI id 25007 which is a Café, at Petaling Jaya, MY. Given the data, At 2012-04-21 13:06:00, Which POI id will user 180337 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-04-21 13:06:00, user 180337 will visit POI id 1371.
78740	2018_1460540	The following data is a trajectory of user 78740: At 2017-10-23 02:42:00, user 78740 visited POI id 53039 which is a College Classroom, at Petaling Jaya, MY. At 2017-10-23 05:14:00, user 78740 visited POI id 387 which is a College Academic Building, at Petaling Jaya, MY. Given the data, At 2017-10-23 08:03:00, Which POI id will user 78740 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2017-10-23 08:03:00, user 78740 will visit POI id 36738.
195869	2013_4136431	The following data is a trajectory of user 195869: At 2012-07-05 09:47:00, user 195869 visited POI id 34309 which is a Bridge, at Petaling Jaya, MY. At 2012-07-05 09:55:00, user 195869 visited POI id 1127 which is a Convention Center, at Petaling Jaya, MY. At 2012-07-05 10:00:00, user 195869 visited POI id 196 which is a Shopping Mall, at Petaling Jaya, MY. At 2012-07-05 10:18:00, user 195869 visited POI id 356 which is a Light Rail Station, at Petaling Jaya, MY. At 2012-07-05 10:36:00, user 195869 visited POI id 311 which is a Light Rail Station, at Petaling Jaya, MY. Given the data, At 2012-07-05 11:55:00, Which POI id will user 195869 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-07-05 11:55:00, user 195869 will visit POI id 17095.
191295	2013_3942920	The following data is a trajectory of user 191295: At 2012-05-14 00:31:00, user 191295 visited POI id 28261 which is a Grocery Store, at Petaling Jaya, MY. At 2012-05-14 00:55:00, user 191295 visited POI id 5749 which is a Road, at Petaling Jaya, MY. At 2012-05-14 01:00:00, user 191295 visited POI id 22391 which is a Road, at Petaling Jaya, MY. At 2012-05-14 05:18:00, user 191295 visited POI id 21055 which is a Food Court, at Petaling Jaya, MY. At 2012-05-14 11:15:00, user 191295 visited POI id 1159 which is a Mosque, at Petaling Jaya, MY. Given the data, At 2012-05-14 12:07:00, Which POI id will user 191295 visit? Note that POI id is an integer in the range from 0 to 60156.	At 2012-05-14 12:07:00, user 191295 will visit POI id 3286.

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Massive-STEPS-Petaling Jaya

Dataset Summary

Massive-STEPS is a large-scale dataset of semantic trajectories intended for understanding POI check-ins. The dataset is derived from the Semantic Trails Dataset and Foursquare Open Source Places, and includes check-in data from 12 cities across 10 countries. The dataset is designed to facilitate research in various domains, including trajectory prediction, POI recommendation, and urban modeling. Massive-STEPS emphasizes the importance of geographical diversity, scale, semantic richness, and reproducibility in trajectory datasets.

City	URL
Beijing 🇨🇳	🤗
Istanbul 🇹🇷	🤗
Jakarta 🇮🇩	🤗
Kuwait City 🇰🇼	🤗
Melbourne 🇦🇺	🤗
Moscow 🇷🇺	🤗
New York 🇺🇸	🤗
Petaling Jaya 🇲🇾	🤗
São Paulo 🇧🇷	🤗
Shanghai 🇨🇳	🤗
Sydney 🇦🇺	🤗
Tokyo 🇯🇵	🤗

Dataset Sources

The dataset is derived from two sources:

Semantic Trails Dataset:
- Repository: D2KLab/semantic-trails
- Paper: Monti, D., Palumbo, E., Rizzo, G., Troncy, R., Ehrhart, T., & Morisio, M. (2018). Semantic trails of city explorations: How do we live a city. arXiv preprint arXiv:1812.04367.
Foursquare Open Source Places:
- Repository: foursquare/fsq-os-places
- Documentation: Foursquare Open Source Places

Dataset Structure

.
├── petaling_jaya_checkins_test.csv # test set check-ins
├── petaling_jaya_checkins_train.csv # train set check-ins
├── petaling_jaya_checkins_validation.csv # validation set check-ins
├── petaling_jaya_checkins.csv # all check-ins
├── data # trajectory prompts
│   ├── test-00000-of-00001.parquet
│   ├── train-00000-of-00001.parquet
│   └── validation-00000-of-00001.parquet
└── README.md

Data Instances

An example of entries in petaling_jaya_checkins.csv:

trail_id,user_id,venue_id,latitude,longitude,name,address,venue_category,venue_category_id,venue_category_id_code,venue_city,venue_city_latitude,venue_city_longitude,venue_country,timestamp
2013_1013,19,196,3.1574349812285725,101.71235326042607,Suria KLCC,Kuala Lumpur City Centre,Shopping Mall,4bf58dd8d48988d1fd941735,312,Petaling Jaya,3.10726,101.60671,MY,2012-05-14 09:01:00
2013_1013,19,8279,3.157368016038703,101.71177376800074,Bumbu Desa,Suria KLCC,Indonesian Restaurant,4deefc054765f83613cdba6f,336,Petaling Jaya,3.10726,101.60671,MY,2012-05-14 09:03:00
2013_1013,19,1185,3.153074703557587,101.71251704008122,Aquaria KLCC,Kuala Lumpur Convention Centre (KLCC),Aquarium,4fceea171983d5d06c3e9823,389,Petaling Jaya,3.10726,101.60671,MY,2012-05-14 09:46:00
2013_1013,19,682,3.1489425294749562,101.71302603645557,Pavilion Kuala Lumpur,168 Jalan Bukit Bintang,Shopping Mall,4bf58dd8d48988d1fd941735,312,Petaling Jaya,3.10726,101.60671,MY,2012-05-14 11:32:00
2013_1013,19,3971,3.143688101680969,101.69773674524122,Petaling St. (茨厂街 Chinatown),Jalan Petaling,Plaza,4bf58dd8d48988d164941735,141,Petaling Jaya,3.10726,101.60671,MY,2012-05-14 16:09:00

Data Fields

Field	Description
`trail_id`	Numeric identifier of trail
`user_id`	Numeric identifier of user
`venue_id`	Numeric identifier of POI venue
`latitude`	Latitude of POI venue
`longitude`	Longitude of POI venue
`name`	POI/business name
`address`	Street address of POI venue
`venue_category`	POI category name
`venue_category_id`	Foursquare Category ID
`venue_category_id_code`	Numeric identifier of category
`venue_city`	Administrative region name
`venue_city_latitude`	Latitude of administrative region
`venue_city_longitude`	Longitude of administrative region
`venue_country`	Country code
`timestamp`	Check-in timestamp

Dataset Statistics

City	Users	Trails	POIs	Check-ins	#train	#val	#test
Petaling Jaya 🇲🇾	14,308	180,410	60,158	506,430	126,287	18,041	36,082

Additional Information

License

Copyright 2024 Foursquare Labs, Inc. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License.
You may obtain a copy of the License at: http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and limitations under the License.

🔖 Citation

If you find this repository useful for your research, please consider citing our paper:

@misc{wongso2025massivestepsmassivesemantictrajectories,
  title         = {Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins -- Dataset and Benchmarks},
  author        = {Wilson Wongso and Hao Xue and Flora D. Salim},
  year          = {2025},
  eprint        = {2505.11239},
  archiveprefix = {arXiv},
  primaryclass  = {cs.LG},
  url           = {https://arxiv.org/abs/2505.11239}
}

Contact

If you have any questions or suggestions, feel free to contact Wilson at w.wongso(at)unsw(dot)edu(dot)au.

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Collection including CRUISEResearchGroup/Massive-STEPS-Petaling-Jaya

Massive-STEPS Point-of-Interest Check-in Dataset

Collection

Massive Semantic Trajectories for Understanding POI Check-ins (Wongso et al., 2025). https://github.com/cruiseresearchgroup/Massive-STEPS • 13 items • Updated 24 days ago