Datasets:

CRUISEResearchGroup
/

Massive-STEPS-Palembang

user_id stringclasses 267 values	trail_id stringlengths 10 12	inputs stringlengths 271 2.33k	targets stringlengths 54 59
42571	2013_1017234	The following data is a trajectory of user 42571: At 2013-05-15 06:42:00, user 42571 visited POI id 3486 which is a Funeral Home, at Palembang, ID. Given the data, At 2013-05-15 08:10:00, Which POI id will user 42571 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-05-15 08:10:00, user 42571 will visit POI id 1211.
96004	2013_2045057	The following data is a trajectory of user 96004: At 2013-01-05 08:12:00, user 96004 visited POI id 2426 which is a Baseball Field, at Palembang, ID. At 2013-01-05 08:23:00, user 96004 visited POI id 3467 which is a Police Station, at Palembang, ID. At 2013-01-05 12:34:00, user 96004 visited POI id 131 which is a Fried Chicken Joint, at Palembang, ID. Given the data, At 2013-01-05 12:37:00, Which POI id will user 96004 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-01-05 12:37:00, user 96004 will visit POI id 3635.
82665	2013_1807222	The following data is a trajectory of user 82665: At 2012-06-10 04:05:00, user 82665 visited POI id 771 which is a Road, at Palembang, ID. At 2012-06-10 10:25:00, user 82665 visited POI id 519 which is a Bus Station, at Palembang, ID. At 2012-06-10 10:37:00, user 82665 visited POI id 3105 which is a Train, at Palembang, ID. At 2012-06-10 10:45:00, user 82665 visited POI id 110 which is a Bridge, at Palembang, ID. Given the data, At 2012-06-10 10:52:00, Which POI id will user 82665 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-06-10 10:52:00, user 82665 will visit POI id 2409.
193983	2013_4059714	The following data is a trajectory of user 193983: At 2012-05-25 09:12:00, user 193983 visited POI id 2280 which is a Home (private), at Palembang, ID. Given the data, At 2012-05-25 11:41:00, Which POI id will user 193983 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-25 11:41:00, user 193983 will visit POI id 496.
189200	2013_3849250	The following data is a trajectory of user 189200: At 2012-05-02 08:54:00, user 189200 visited POI id 37 which is a Multiplex, at Palembang, ID. At 2012-05-02 09:24:00, user 189200 visited POI id 1970 which is a General College & University, at Palembang, ID. Given the data, At 2012-05-02 11:26:00, Which POI id will user 189200 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-02 11:26:00, user 189200 will visit POI id 2365.
251801	2013_5981758	The following data is a trajectory of user 251801: At 2012-07-06 07:48:00, user 251801 visited POI id 116 which is a Cemetery, at Palembang, ID. At 2012-07-06 09:05:00, user 251801 visited POI id 3074 which is a College Quad, at Palembang, ID. At 2012-07-06 12:52:00, user 251801 visited POI id 62 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-07-06 12:54:00, Which POI id will user 251801 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-06 12:54:00, user 251801 will visit POI id 131.
225037	2013_5194430	The following data is a trajectory of user 225037: At 2012-05-11 02:28:00, user 225037 visited POI id 168 which is a Office, at Palembang, ID. At 2012-05-11 04:18:00, user 225037 visited POI id 433 which is a Event Space, at Palembang, ID. At 2012-05-11 10:03:00, user 225037 visited POI id 168 which is a Office, at Palembang, ID. Given the data, At 2012-05-11 13:13:00, Which POI id will user 225037 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-11 13:13:00, user 225037 will visit POI id 136.
213244	2013_4798152	The following data is a trajectory of user 213244: At 2012-05-26 05:26:00, user 213244 visited POI id 2342 which is a Indonesian Restaurant, at Palembang, ID. Given the data, At 2012-05-26 07:58:00, Which POI id will user 213244 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-26 07:58:00, user 213244 will visit POI id 2225.
193983	2013_4059701	The following data is a trajectory of user 193983: At 2012-04-29 02:43:00, user 193983 visited POI id 399 which is a Road, at Palembang, ID. At 2012-04-29 02:48:00, user 193983 visited POI id 79 which is a Hotel, at Palembang, ID. At 2012-04-29 02:51:00, user 193983 visited POI id 1510 which is a Chinese Restaurant, at Palembang, ID. At 2012-04-29 04:06:00, user 193983 visited POI id 62 which is a Shopping Mall, at Palembang, ID. At 2012-04-29 04:15:00, user 193983 visited POI id 888 which is a Shopping Mall, at Palembang, ID. At 2012-04-29 05:53:00, user 193983 visited POI id 333 which is a Gas Station, at Palembang, ID. At 2012-04-29 06:18:00, user 193983 visited POI id 399 which is a Road, at Palembang, ID. At 2012-04-29 07:20:00, user 193983 visited POI id 412 which is a Asian Restaurant, at Palembang, ID. At 2012-04-29 07:46:00, user 193983 visited POI id 2280 which is a Home (private), at Palembang, ID. At 2012-04-29 11:55:00, user 193983 visited POI id 4 which is a Shopping Mall, at Palembang, ID. At 2012-04-29 12:02:00, user 193983 visited POI id 37 which is a Multiplex, at Palembang, ID. At 2012-04-29 12:37:00, user 193983 visited POI id 632 which is a Electronics Store, at Palembang, ID. At 2012-04-29 12:42:00, user 193983 visited POI id 1363 which is a Hardware Store, at Palembang, ID. At 2012-04-29 13:05:00, user 193983 visited POI id 39 which is a Department Store, at Palembang, ID. Given the data, At 2012-04-29 13:30:00, Which POI id will user 193983 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-29 13:30:00, user 193983 will visit POI id 37.
96925	2013_2061373	The following data is a trajectory of user 96925: At 2013-06-09 07:00:00, user 96925 visited POI id 4 which is a Shopping Mall, at Palembang, ID. Given the data, At 2013-06-09 07:42:00, Which POI id will user 96925 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-06-09 07:42:00, user 96925 will visit POI id 41.
100438	2013_2120974	The following data is a trajectory of user 100438: At 2013-02-01 10:50:00, user 100438 visited POI id 2065 which is a Bakery, at Palembang, ID. At 2013-02-01 11:22:00, user 100438 visited POI id 0 which is a Shopping Mall, at Palembang, ID. Given the data, At 2013-02-01 11:39:00, Which POI id will user 100438 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-02-01 11:39:00, user 100438 will visit POI id 3715.
207925	2013_4606652	The following data is a trajectory of user 207925: At 2012-05-18 11:27:00, user 207925 visited POI id 4 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-05-18 15:13:00, Which POI id will user 207925 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-18 15:13:00, user 207925 will visit POI id 2757.
165570	2013_3126475	The following data is a trajectory of user 165570: At 2012-05-04 03:43:00, user 165570 visited POI id 532 which is a High School, at Palembang, ID. Given the data, At 2012-05-04 09:12:00, Which POI id will user 165570 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-04 09:12:00, user 165570 will visit POI id 1052.
250711	2013_5952282	The following data is a trajectory of user 250711: At 2012-10-23 05:54:00, user 250711 visited POI id 0 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-10-23 06:41:00, Which POI id will user 250711 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-10-23 06:41:00, user 250711 will visit POI id 2648.
71348	2013_1596185	The following data is a trajectory of user 71348: At 2012-04-09 21:58:00, user 71348 visited POI id 1560 which is a Hotel, at Palembang, ID. At 2012-04-10 02:46:00, user 71348 visited POI id 122 which is a Gas Station, at Palembang, ID. Given the data, At 2012-04-10 02:50:00, Which POI id will user 71348 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-10 02:50:00, user 71348 will visit POI id 77.
33207	2013_811524	The following data is a trajectory of user 33207: At 2013-03-30 00:27:00, user 33207 visited POI id 4107 which is a Airport Lounge, at Palembang, ID. Given the data, At 2013-03-30 07:18:00, Which POI id will user 33207 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-03-30 07:18:00, user 33207 will visit POI id 2241.
76504	2013_1693480	The following data is a trajectory of user 76504: At 2013-01-02 13:03:00, user 76504 visited POI id 3168 which is a Indonesian Restaurant, at Palembang, ID. Given the data, At 2013-01-02 16:18:00, Which POI id will user 76504 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-01-02 16:18:00, user 76504 will visit POI id 3925.
28415	2013_703131	The following data is a trajectory of user 28415: At 2012-07-14 12:09:00, user 28415 visited POI id 1329 which is a Church, at Palembang, ID. Given the data, At 2012-07-14 12:37:00, Which POI id will user 28415 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-14 12:37:00, user 28415 will visit POI id 4.
52329	2013_1218344	The following data is a trajectory of user 52329: At 2012-04-29 03:34:00, user 52329 visited POI id 239 which is a Church, at Palembang, ID. At 2012-04-29 06:27:00, user 52329 visited POI id 83 which is a Bakery, at Palembang, ID. At 2012-04-29 07:42:00, user 52329 visited POI id 4 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-04-29 10:42:00, Which POI id will user 52329 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-29 10:42:00, user 52329 will visit POI id 1099.
254223	2013_6047466	The following data is a trajectory of user 254223: At 2012-06-27 12:10:00, user 254223 visited POI id 1336 which is a Asian Restaurant, at Palembang, ID. Given the data, At 2012-06-27 13:19:00, Which POI id will user 254223 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-06-27 13:19:00, user 254223 will visit POI id 2047.
100738	2013_2125741	The following data is a trajectory of user 100738: At 2013-03-24 01:50:00, user 100738 visited POI id 1080 which is a Church, at Palembang, ID. Given the data, At 2013-03-24 07:04:00, Which POI id will user 100738 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-03-24 07:04:00, user 100738 will visit POI id 1670.
249970	2013_5932067	The following data is a trajectory of user 249970: At 2013-02-08 00:53:00, user 249970 visited POI id 2737 which is a Home (private), at Palembang, ID. Given the data, At 2013-02-08 01:07:00, Which POI id will user 249970 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-02-08 01:07:00, user 249970 will visit POI id 762.
100738	2013_2125731	The following data is a trajectory of user 100738: At 2012-09-15 11:35:00, user 100738 visited POI id 879 which is a Restaurant, at Palembang, ID. Given the data, At 2012-09-15 15:51:00, Which POI id will user 100738 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-09-15 15:51:00, user 100738 will visit POI id 1670.
196431	2013_4159903	The following data is a trajectory of user 196431: At 2013-07-22 11:00:00, user 196431 visited POI id 1613 which is a Indonesian Restaurant, at Palembang, ID. Given the data, At 2013-07-22 15:27:00, Which POI id will user 196431 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-07-22 15:27:00, user 196431 will visit POI id 4172.
9605	2013_249963	The following data is a trajectory of user 9605: At 2013-02-28 02:18:00, user 9605 visited POI id 136 which is a Airport, at Palembang, ID. At 2013-02-28 05:36:00, user 9605 visited POI id 79 which is a Hotel, at Palembang, ID. At 2013-02-28 10:25:00, user 9605 visited POI id 3959 which is a Coffee Shop, at Palembang, ID. Given the data, At 2013-02-28 10:36:00, Which POI id will user 9605 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-02-28 10:36:00, user 9605 will visit POI id 136.
129219	2013_2594154	The following data is a trajectory of user 129219: At 2012-05-07 12:30:00, user 129219 visited POI id 0 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-05-07 12:55:00, Which POI id will user 129219 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-07 12:55:00, user 129219 will visit POI id 638.
254078	2013_6043475	The following data is a trajectory of user 254078: At 2012-08-09 23:04:00, user 254078 visited POI id 147 which is a School, at Palembang, ID. Given the data, At 2012-08-09 23:07:00, Which POI id will user 254078 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-08-09 23:07:00, user 254078 will visit POI id 3466.
82665	2013_1807234	The following data is a trajectory of user 82665: At 2012-10-25 23:41:00, user 82665 visited POI id 3436 which is a Mosque, at Palembang, ID. At 2012-10-26 03:20:00, user 82665 visited POI id 3321 which is a Vineyard, at Palembang, ID. Given the data, At 2012-10-26 05:12:00, Which POI id will user 82665 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-10-26 05:12:00, user 82665 will visit POI id 1570.
15938	2013_406950	The following data is a trajectory of user 15938: At 2012-07-02 08:07:00, user 15938 visited POI id 1378 which is a General College & University, at Palembang, ID. At 2012-07-02 09:30:00, user 15938 visited POI id 1373 which is a Breakfast Spot, at Palembang, ID. Given the data, At 2012-07-02 10:02:00, Which POI id will user 15938 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-02 10:02:00, user 15938 will visit POI id 529.
97201	2013_2066132	The following data is a trajectory of user 97201: At 2012-04-13 00:02:00, user 97201 visited POI id 2477 which is a College Classroom, at Palembang, ID. At 2012-04-13 04:44:00, user 97201 visited POI id 2476 which is a Home (private), at Palembang, ID. Given the data, At 2012-04-13 05:58:00, Which POI id will user 97201 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-13 05:58:00, user 97201 will visit POI id 2495.
96004	2013_2045113	The following data is a trajectory of user 96004: At 2013-05-23 10:28:00, user 96004 visited POI id 349 which is a Other Great Outdoors, at Palembang, ID. Given the data, At 2013-05-23 10:30:00, Which POI id will user 96004 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-05-23 10:30:00, user 96004 will visit POI id 3467.
20636	2013_521523	The following data is a trajectory of user 20636: At 2012-11-01 07:02:00, user 20636 visited POI id 624 which is a Bank, at Palembang, ID. At 2012-11-01 08:05:00, user 20636 visited POI id 56 which is a Gym, at Palembang, ID. Given the data, At 2012-11-01 09:14:00, Which POI id will user 20636 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-11-01 09:14:00, user 20636 will visit POI id 2867.
195475	2013_4120447	The following data is a trajectory of user 195475: At 2012-06-12 01:29:00, user 195475 visited POI id 1720 which is a Hotel, at Palembang, ID. At 2012-06-12 02:01:00, user 195475 visited POI id 3291 which is a Meeting Room, at Palembang, ID. At 2012-06-12 06:28:00, user 195475 visited POI id 1999 which is a Bank, at Palembang, ID. At 2012-06-12 07:20:00, user 195475 visited POI id 3291 which is a Meeting Room, at Palembang, ID. At 2012-06-12 11:15:00, user 195475 visited POI id 3297 which is a Cafeteria, at Palembang, ID. Given the data, At 2012-06-12 12:49:00, Which POI id will user 195475 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-06-12 12:49:00, user 195475 will visit POI id 3225.
85702	2013_1862335	The following data is a trajectory of user 85702: At 2013-05-11 04:20:00, user 85702 visited POI id 3179 which is a Shopping Mall, at Palembang, ID. At 2013-05-11 06:00:00, user 85702 visited POI id 62 which is a Shopping Mall, at Palembang, ID. Given the data, At 2013-05-11 09:39:00, Which POI id will user 85702 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-05-11 09:39:00, user 85702 will visit POI id 377.
96004	2013_2044996	The following data is a trajectory of user 96004: At 2012-05-03 09:52:00, user 96004 visited POI id 1975 which is a Music Venue, at Palembang, ID. At 2012-05-03 10:17:00, user 96004 visited POI id 1835 which is a Hospital, at Palembang, ID. At 2012-05-03 10:30:00, user 96004 visited POI id 2017 which is a Deli / Bodega, at Palembang, ID. At 2012-05-03 10:46:00, user 96004 visited POI id 1695 which is a Comedy Club, at Palembang, ID. Given the data, At 2012-05-03 11:01:00, Which POI id will user 96004 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-03 11:01:00, user 96004 will visit POI id 635.
231936	2013_5411782	The following data is a trajectory of user 231936: At 2012-06-18 11:36:00, user 231936 visited POI id 136 which is a Airport, at Palembang, ID. Given the data, At 2012-06-18 11:49:00, Which POI id will user 231936 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-06-18 11:49:00, user 231936 will visit POI id 373.
213244	2013_4798176	The following data is a trajectory of user 213244: At 2013-01-07 03:05:00, user 213244 visited POI id 229 which is a Ramen Restaurant, at Palembang, ID. At 2013-01-07 03:50:00, user 213244 visited POI id 1353 which is a Bank, at Palembang, ID. At 2013-01-07 04:29:00, user 213244 visited POI id 3701 which is a Bookstore, at Palembang, ID. At 2013-01-07 04:53:00, user 213244 visited POI id 96 which is a Cosmetics Shop, at Palembang, ID. Given the data, At 2013-01-07 12:29:00, Which POI id will user 213244 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-01-07 12:29:00, user 213244 will visit POI id 2882.
188989	2013_3840401	The following data is a trajectory of user 188989: At 2013-03-19 12:54:00, user 188989 visited POI id 39 which is a Department Store, at Palembang, ID. At 2013-03-19 14:43:00, user 188989 visited POI id 3409 which is a Housing Development, at Palembang, ID. At 2013-03-24 08:59:00, user 188989 visited POI id 4165 which is a Indonesian Restaurant, at Palembang, ID. At 2013-03-24 09:13:00, user 188989 visited POI id 0 which is a Shopping Mall, at Palembang, ID. At 2013-03-24 09:34:00, user 188989 visited POI id 4135 which is a Mobile Phone Shop, at Palembang, ID. At 2013-03-24 12:24:00, user 188989 visited POI id 3174 which is a Bakery, at Palembang, ID. Given the data, At 2013-03-24 13:06:00, Which POI id will user 188989 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-03-24 13:06:00, user 188989 will visit POI id 3543.
231835	2013_5408860	The following data is a trajectory of user 231835: At 2012-04-15 10:50:00, user 231835 visited POI id 2993 which is a Home (private), at Palembang, ID. Given the data, At 2012-04-15 15:23:00, Which POI id will user 231835 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-15 15:23:00, user 231835 will visit POI id 1546.
47146	2013_1113900	The following data is a trajectory of user 47146: At 2012-09-06 04:11:00, user 47146 visited POI id 3508 which is a Housing Development, at Palembang, ID. Given the data, At 2012-09-06 04:15:00, Which POI id will user 47146 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-09-06 04:15:00, user 47146 will visit POI id 774.
41080	2013_985831	The following data is a trajectory of user 41080: At 2013-08-10 08:26:00, user 41080 visited POI id 154 which is a Asian Restaurant, at Palembang, ID. Given the data, At 2013-08-10 08:57:00, Which POI id will user 41080 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-08-10 08:57:00, user 41080 will visit POI id 419.
4520	2013_118442	The following data is a trajectory of user 4520: At 2012-06-09 04:07:00, user 4520 visited POI id 1932 which is a Soccer Field, at Palembang, ID. Given the data, At 2012-06-09 05:47:00, Which POI id will user 4520 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-06-09 05:47:00, user 4520 will visit POI id 629.
96004	2013_2045122	The following data is a trajectory of user 96004: At 2013-08-02 00:28:00, user 96004 visited POI id 4168 which is a Police Station, at Palembang, ID. At 2013-08-02 00:31:00, user 96004 visited POI id 4127 which is a Office, at Palembang, ID. Given the data, At 2013-08-02 06:36:00, Which POI id will user 96004 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-08-02 06:36:00, user 96004 will visit POI id 3.
96004	2013_2045075	The following data is a trajectory of user 96004: At 2013-02-12 01:57:00, user 96004 visited POI id 1228 which is a Police Station, at Palembang, ID. At 2013-02-12 02:32:00, user 96004 visited POI id 1689 which is a Racetrack, at Palembang, ID. At 2013-02-12 10:07:00, user 96004 visited POI id 2271 which is a Clothing Store, at Palembang, ID. At 2013-02-12 12:24:00, user 96004 visited POI id 131 which is a Fried Chicken Joint, at Palembang, ID. Given the data, At 2013-02-12 13:18:00, Which POI id will user 96004 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-02-12 13:18:00, user 96004 will visit POI id 287.
58523	2013_1345622	The following data is a trajectory of user 58523: At 2013-08-27 07:09:00, user 58523 visited POI id 489 which is a Bank, at Palembang, ID. At 2013-08-27 07:20:00, user 58523 visited POI id 3326 which is a Travel Agency, at Palembang, ID. Given the data, At 2013-08-27 07:43:00, Which POI id will user 58523 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-08-27 07:43:00, user 58523 will visit POI id 4227.
135843	2013_2695655	The following data is a trajectory of user 135843: At 2012-11-22 07:18:00, user 135843 visited POI id 269 which is a University, at Palembang, ID. At 2012-11-22 07:26:00, user 135843 visited POI id 0 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-11-22 08:22:00, Which POI id will user 135843 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-11-22 08:22:00, user 135843 will visit POI id 3714.
155311	2013_2981496	The following data is a trajectory of user 155311: At 2012-07-17 12:27:00, user 155311 visited POI id 136 which is a Airport, at Palembang, ID. At 2012-07-17 12:45:00, user 155311 visited POI id 51 which is a Restaurant, at Palembang, ID. Given the data, At 2012-07-17 14:14:00, Which POI id will user 155311 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-17 14:14:00, user 155311 will visit POI id 66.
206128	2013_4540443	The following data is a trajectory of user 206128: At 2012-12-15 16:18:00, user 206128 visited POI id 3661 which is a Hotel, at Palembang, ID. At 2012-12-15 18:01:00, user 206128 visited POI id 1947 which is a Home (private), at Palembang, ID. At 2012-12-16 01:24:00, user 206128 visited POI id 3546 which is a Home (private), at Palembang, ID. At 2012-12-16 01:49:00, user 206128 visited POI id 3661 which is a Hotel, at Palembang, ID. At 2012-12-16 05:23:00, user 206128 visited POI id 136 which is a Airport, at Palembang, ID. Given the data, At 2012-12-16 05:54:00, Which POI id will user 206128 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-12-16 05:54:00, user 206128 will visit POI id 3835.
58143	2013_1338396	The following data is a trajectory of user 58143: At 2012-06-09 06:45:00, user 58143 visited POI id 633 which is a Emergency Room, at Palembang, ID. At 2012-06-09 07:51:00, user 58143 visited POI id 2134 which is a Building, at Palembang, ID. Given the data, At 2012-06-09 08:03:00, Which POI id will user 58143 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-06-09 08:03:00, user 58143 will visit POI id 132.
67240	2013_1517142	The following data is a trajectory of user 67240: At 2013-05-08 06:39:00, user 67240 visited POI id 3193 which is a College Engineering Building, at Palembang, ID. Given the data, At 2013-05-08 11:51:00, Which POI id will user 67240 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-05-08 11:51:00, user 67240 will visit POI id 3492.
216043	2013_4894834	The following data is a trajectory of user 216043: At 2012-11-06 05:13:00, user 216043 visited POI id 77 which is a Bakery, at Palembang, ID. Given the data, At 2012-11-06 06:24:00, Which POI id will user 216043 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-11-06 06:24:00, user 216043 will visit POI id 248.
142023	2013_2786810	The following data is a trajectory of user 142023: At 2013-05-07 16:28:00, user 142023 visited POI id 4119 which is a Home (private), at Palembang, ID. Given the data, At 2013-05-07 23:42:00, Which POI id will user 142023 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-05-07 23:42:00, user 142023 will visit POI id 1165.
61831	2013_1412461	The following data is a trajectory of user 61831: At 2012-04-19 06:54:00, user 61831 visited POI id 1229 which is a Office, at Palembang, ID. At 2012-04-19 06:59:00, user 61831 visited POI id 1048 which is a Vineyard, at Palembang, ID. At 2012-04-19 07:18:00, user 61831 visited POI id 1302 which is a Gift Shop, at Palembang, ID. At 2012-04-19 07:26:00, user 61831 visited POI id 110 which is a Bridge, at Palembang, ID. At 2012-04-19 07:38:00, user 61831 visited POI id 1580 which is a Electronics Store, at Palembang, ID. At 2012-04-19 08:42:00, user 61831 visited POI id 36 which is a Bookstore, at Palembang, ID. At 2012-04-19 12:30:00, user 61831 visited POI id 1 which is a Seafood Restaurant, at Palembang, ID. Given the data, At 2012-04-19 13:07:00, Which POI id will user 61831 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-19 13:07:00, user 61831 will visit POI id 59.
203304	2013_4433795	The following data is a trajectory of user 203304: At 2012-11-16 07:15:00, user 203304 visited POI id 4 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-11-16 07:18:00, Which POI id will user 203304 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-11-16 07:18:00, user 203304 will visit POI id 37.
146255	2013_2850468	The following data is a trajectory of user 146255: At 2012-05-28 23:45:00, user 146255 visited POI id 1527 which is a Home (private), at Palembang, ID. Given the data, At 2012-05-29 02:46:00, Which POI id will user 146255 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-29 02:46:00, user 146255 will visit POI id 2421.
193983	2013_4059811	The following data is a trajectory of user 193983: At 2013-05-19 04:19:00, user 193983 visited POI id 858 which is a Dim Sum Restaurant, at Palembang, ID. At 2013-05-19 05:08:00, user 193983 visited POI id 62 which is a Shopping Mall, at Palembang, ID. Given the data, At 2013-05-19 12:52:00, Which POI id will user 193983 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-05-19 12:52:00, user 193983 will visit POI id 1034.
43109	2013_1029293	The following data is a trajectory of user 43109: At 2012-07-22 10:44:00, user 43109 visited POI id 2304 which is a Food Court, at Palembang, ID. Given the data, At 2012-07-22 12:44:00, Which POI id will user 43109 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-22 12:44:00, user 43109 will visit POI id 1783.
123354	2013_2500652	The following data is a trajectory of user 123354: At 2013-04-09 07:05:00, user 123354 visited POI id 2695 which is a Shopping Mall, at Palembang, ID. Given the data, At 2013-04-09 07:09:00, Which POI id will user 123354 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-04-09 07:09:00, user 123354 will visit POI id 3715.
203075	2013_4424969	The following data is a trajectory of user 203075: At 2012-04-23 08:52:00, user 203075 visited POI id 62 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-04-23 14:49:00, Which POI id will user 203075 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-23 14:49:00, user 203075 will visit POI id 1219.
179881	2013_3414201	The following data is a trajectory of user 179881: At 2012-08-16 15:12:00, user 179881 visited POI id 498 which is a Park, at Palembang, ID. At 2012-08-16 15:14:00, user 179881 visited POI id 370 which is a Asian Restaurant, at Palembang, ID. Given the data, At 2012-08-16 15:37:00, Which POI id will user 179881 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-08-16 15:37:00, user 179881 will visit POI id 1254.
52329	2013_1218350	The following data is a trajectory of user 52329: At 2012-06-17 03:24:00, user 52329 visited POI id 239 which is a Church, at Palembang, ID. Given the data, At 2012-06-17 09:01:00, Which POI id will user 52329 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-06-17 09:01:00, user 52329 will visit POI id 2171.
70286	2013_1575711	The following data is a trajectory of user 70286: At 2012-08-18 07:52:00, user 70286 visited POI id 1268 which is a Home (private), at Palembang, ID. At 2012-08-18 11:57:00, user 70286 visited POI id 1521 which is a Campground, at Palembang, ID. Given the data, At 2012-08-18 15:18:00, Which POI id will user 70286 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-08-18 15:18:00, user 70286 will visit POI id 1675.
51522	2013_1202018	The following data is a trajectory of user 51522: At 2013-03-24 06:55:00, user 51522 visited POI id 2576 which is a Bookstore, at Palembang, ID. Given the data, At 2013-03-24 07:33:00, Which POI id will user 51522 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-03-24 07:33:00, user 51522 will visit POI id 3585.
188989	2013_3840377	The following data is a trajectory of user 188989: At 2012-07-12 00:02:00, user 188989 visited POI id 269 which is a University, at Palembang, ID. At 2012-07-12 07:23:00, user 188989 visited POI id 0 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-07-12 07:26:00, Which POI id will user 188989 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-12 07:26:00, user 188989 will visit POI id 17.
254223	2013_6047469	The following data is a trajectory of user 254223: At 2012-07-08 07:22:00, user 254223 visited POI id 2519 which is a Café, at Palembang, ID. At 2012-07-08 09:51:00, user 254223 visited POI id 63 which is a Chinese Restaurant, at Palembang, ID. Given the data, At 2012-07-08 14:05:00, Which POI id will user 254223 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-08 14:05:00, user 254223 will visit POI id 1102.
158494	2013_3026718	The following data is a trajectory of user 158494: At 2012-12-15 06:18:00, user 158494 visited POI id 3315 which is a Salon / Barbershop, at Palembang, ID. Given the data, At 2012-12-15 07:55:00, Which POI id will user 158494 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-12-15 07:55:00, user 158494 will visit POI id 1357.
141892	2013_2784838	The following data is a trajectory of user 141892: At 2013-03-04 13:40:00, user 141892 visited POI id 3882 which is a Building, at Palembang, ID. Given the data, At 2013-03-04 13:47:00, Which POI id will user 141892 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-03-04 13:47:00, user 141892 will visit POI id 72.
118692	2013_2425496	The following data is a trajectory of user 118692: At 2012-11-20 07:26:00, user 118692 visited POI id 264 which is a General College & University, at Palembang, ID. Given the data, At 2012-11-20 09:01:00, Which POI id will user 118692 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-11-20 09:01:00, user 118692 will visit POI id 523.
175417	2013_3259523	The following data is a trajectory of user 175417: At 2013-04-07 00:44:00, user 175417 visited POI id 1688 which is a Church, at Palembang, ID. At 2013-04-07 07:29:00, user 175417 visited POI id 3657 which is a University, at Palembang, ID. Given the data, At 2013-04-07 12:16:00, Which POI id will user 175417 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-04-07 12:16:00, user 175417 will visit POI id 3610.
96004	2013_2045125	The following data is a trajectory of user 96004: At 2013-08-27 10:14:00, user 96004 visited POI id 2967 which is a Military Base, at Palembang, ID. At 2013-08-27 10:30:00, user 96004 visited POI id 3635 which is a Fast Food Restaurant, at Palembang, ID. Given the data, At 2013-08-27 10:32:00, Which POI id will user 96004 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-08-27 10:32:00, user 96004 will visit POI id 1464.
172506	2013_3221065	The following data is a trajectory of user 172506: At 2013-08-13 08:09:00, user 172506 visited POI id 0 which is a Shopping Mall, at Palembang, ID. At 2013-08-13 08:12:00, user 172506 visited POI id 2874 which is a Cosmetics Shop, at Palembang, ID. At 2013-08-13 08:43:00, user 172506 visited POI id 4275 which is a Japanese Restaurant, at Palembang, ID. At 2013-08-13 10:16:00, user 172506 visited POI id 500 which is a Fast Food Restaurant, at Palembang, ID. Given the data, At 2013-08-13 11:06:00, Which POI id will user 172506 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-08-13 11:06:00, user 172506 will visit POI id 3955.
188989	2013_3840380	The following data is a trajectory of user 188989: At 2012-09-05 09:33:00, user 188989 visited POI id 39 which is a Department Store, at Palembang, ID. At 2012-09-05 10:09:00, user 188989 visited POI id 3543 which is a High School, at Palembang, ID. At 2012-09-05 10:57:00, user 188989 visited POI id 1584 which is a Salon / Barbershop, at Palembang, ID. At 2012-09-05 11:07:00, user 188989 visited POI id 3256 which is a Electronics Store, at Palembang, ID. Given the data, At 2012-09-05 13:09:00, Which POI id will user 188989 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-09-05 13:09:00, user 188989 will visit POI id 482.
63039	2013_1435673	The following data is a trajectory of user 63039: At 2013-02-08 07:53:00, user 63039 visited POI id 113 which is a Restaurant, at Palembang, ID. Given the data, At 2013-02-08 10:11:00, Which POI id will user 63039 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-02-08 10:11:00, user 63039 will visit POI id 136.
77004	2013_1703290	The following data is a trajectory of user 77004: At 2013-02-19 04:29:00, user 77004 visited POI id 4099 which is a Home (private), at Palembang, ID. Given the data, At 2013-02-19 07:24:00, Which POI id will user 77004 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-02-19 07:24:00, user 77004 will visit POI id 2846.
151666	2013_2928614	The following data is a trajectory of user 151666: At 2013-02-08 01:48:00, user 151666 visited POI id 1004 which is a High School, at Palembang, ID. At 2013-02-08 05:56:00, user 151666 visited POI id 4 which is a Shopping Mall, at Palembang, ID. At 2013-02-08 08:14:00, user 151666 visited POI id 3095 which is a American Restaurant, at Palembang, ID. At 2013-02-08 09:31:00, user 151666 visited POI id 0 which is a Shopping Mall, at Palembang, ID. At 2013-02-08 11:50:00, user 151666 visited POI id 3179 which is a Shopping Mall, at Palembang, ID. Given the data, At 2013-02-08 13:09:00, Which POI id will user 151666 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-02-08 13:09:00, user 151666 will visit POI id 3267.
222608	2013_5114774	The following data is a trajectory of user 222608: At 2012-07-12 09:12:00, user 222608 visited POI id 3394 which is a Internet Cafe, at Palembang, ID. Given the data, At 2012-07-12 10:22:00, Which POI id will user 222608 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-12 10:22:00, user 222608 will visit POI id 3053.
214272	2013_4834028	The following data is a trajectory of user 214272: At 2012-04-22 01:50:00, user 214272 visited POI id 570 which is a Restaurant, at Palembang, ID. At 2012-04-22 04:05:00, user 214272 visited POI id 159 which is a Spiritual Center, at Palembang, ID. Given the data, At 2012-04-22 10:00:00, Which POI id will user 214272 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-22 10:00:00, user 214272 will visit POI id 670.
216043	2013_4894802	The following data is a trajectory of user 216043: At 2012-04-08 07:35:00, user 216043 visited POI id 37 which is a Multiplex, at Palembang, ID. Given the data, At 2012-04-08 12:04:00, Which POI id will user 216043 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-08 12:04:00, user 216043 will visit POI id 2304.
60344	2013_1382609	The following data is a trajectory of user 60344: At 2013-08-27 06:47:00, user 60344 visited POI id 3539 which is a Donut Shop, at Palembang, ID. Given the data, At 2013-08-27 08:16:00, Which POI id will user 60344 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-08-27 08:16:00, user 60344 will visit POI id 3179.
51522	2013_1202020	The following data is a trajectory of user 51522: At 2013-04-19 08:27:00, user 51522 visited POI id 3840 which is a College Academic Building, at Palembang, ID. Given the data, At 2013-04-19 09:14:00, Which POI id will user 51522 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-04-19 09:14:00, user 51522 will visit POI id 3957.
216715	2013_4918366	The following data is a trajectory of user 216715: At 2012-08-12 07:29:00, user 216715 visited POI id 0 which is a Shopping Mall, at Palembang, ID. Given the data, At 2012-08-12 11:06:00, Which POI id will user 216715 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-08-12 11:06:00, user 216715 will visit POI id 136.
225037	2013_5194427	The following data is a trajectory of user 225037: At 2012-04-15 10:32:00, user 225037 visited POI id 1585 which is a Home (private), at Palembang, ID. Given the data, At 2012-04-15 14:48:00, Which POI id will user 225037 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-15 14:48:00, user 225037 will visit POI id 1967.
42571	2013_1017221	The following data is a trajectory of user 42571: At 2013-02-02 08:29:00, user 42571 visited POI id 1150 which is a Food Truck, at Palembang, ID. At 2013-02-02 12:38:00, user 42571 visited POI id 3032 which is a Diner, at Palembang, ID. Given the data, At 2013-02-02 13:40:00, Which POI id will user 42571 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-02-02 13:40:00, user 42571 will visit POI id 62.
156563	2013_2998850	The following data is a trajectory of user 156563: At 2013-04-03 07:48:00, user 156563 visited POI id 523 which is a College Communications Building, at Palembang, ID. Given the data, At 2013-04-03 08:36:00, Which POI id will user 156563 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-04-03 08:36:00, user 156563 will visit POI id 62.
174654	2013_3249439	The following data is a trajectory of user 174654: At 2013-03-20 09:08:00, user 174654 visited POI id 4 which is a Shopping Mall, at Palembang, ID. Given the data, At 2013-03-20 10:31:00, Which POI id will user 174654 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-03-20 10:31:00, user 174654 will visit POI id 62.
178696	2013_3354992	The following data is a trajectory of user 178696: At 2013-05-10 13:11:00, user 178696 visited POI id 58 which is a Hotel, at Palembang, ID. Given the data, At 2013-05-10 13:16:00, Which POI id will user 178696 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-05-10 13:16:00, user 178696 will visit POI id 4199.
97041	2013_2063298	The following data is a trajectory of user 97041: At 2012-07-07 03:55:00, user 97041 visited POI id 964 which is a Harbor / Marina, at Palembang, ID. Given the data, At 2012-07-07 05:56:00, Which POI id will user 97041 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-07 05:56:00, user 97041 will visit POI id 3179.
243967	2013_5765037	The following data is a trajectory of user 243967: At 2012-10-29 10:54:00, user 243967 visited POI id 321 which is a Office, at Palembang, ID. At 2012-10-29 10:58:00, user 243967 visited POI id 2383 which is a Playground, at Palembang, ID. Given the data, At 2012-10-29 12:03:00, Which POI id will user 243967 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-10-29 12:03:00, user 243967 will visit POI id 2140.
17725	2013_450649	The following data is a trajectory of user 17725: At 2012-12-13 04:56:00, user 17725 visited POI id 3886 which is a Office, at Palembang, ID. Given the data, At 2012-12-13 12:40:00, Which POI id will user 17725 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-12-13 12:40:00, user 17725 will visit POI id 4.
233655	2013_5462917	The following data is a trajectory of user 233655: At 2013-03-12 05:44:00, user 233655 visited POI id 36 which is a Bookstore, at Palembang, ID. Given the data, At 2013-03-12 08:38:00, Which POI id will user 233655 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-03-12 08:38:00, user 233655 will visit POI id 1769.
154558	2013_2970929	The following data is a trajectory of user 154558: At 2013-03-20 23:05:00, user 154558 visited POI id 1432 which is a Home (private), at Palembang, ID. Given the data, At 2013-03-20 23:40:00, Which POI id will user 154558 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-03-20 23:40:00, user 154558 will visit POI id 1168.
20636	2013_521541	The following data is a trajectory of user 20636: At 2013-02-17 09:12:00, user 20636 visited POI id 3818 which is a College Engineering Building, at Palembang, ID. Given the data, At 2013-02-17 09:35:00, Which POI id will user 20636 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-02-17 09:35:00, user 20636 will visit POI id 2867.
211746	2013_4743846	The following data is a trajectory of user 211746: At 2012-05-19 00:27:00, user 211746 visited POI id 655 which is a Hotel, at Palembang, ID. At 2012-05-19 02:03:00, user 211746 visited POI id 203 which is a Emergency Room, at Palembang, ID. At 2012-05-19 09:48:00, user 211746 visited POI id 1920 which is a Bus Station, at Palembang, ID. Given the data, At 2012-05-19 10:37:00, Which POI id will user 211746 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-19 10:37:00, user 211746 will visit POI id 743.
249669	2013_5924099	The following data is a trajectory of user 249669: At 2012-04-23 10:34:00, user 249669 visited POI id 1732 which is a Emergency Room, at Palembang, ID. Given the data, At 2012-04-23 13:01:00, Which POI id will user 249669 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-04-23 13:01:00, user 249669 will visit POI id 177.
33045	2013_807944	The following data is a trajectory of user 33045: At 2013-01-15 05:30:00, user 33045 visited POI id 4 which is a Shopping Mall, at Palembang, ID. Given the data, At 2013-01-15 06:47:00, Which POI id will user 33045 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2013-01-15 06:47:00, user 33045 will visit POI id 2798.
193983	2013_4059743	The following data is a trajectory of user 193983: At 2012-07-13 23:56:00, user 193983 visited POI id 552 which is a High School, at Palembang, ID. At 2012-07-14 04:04:00, user 193983 visited POI id 4 which is a Shopping Mall, at Palembang, ID. At 2012-07-14 04:37:00, user 193983 visited POI id 1905 which is a Automotive Shop, at Palembang, ID. At 2012-07-14 05:48:00, user 193983 visited POI id 1079 which is a College Academic Building, at Palembang, ID. At 2012-07-14 10:54:00, user 193983 visited POI id 1326 which is a Church, at Palembang, ID. At 2012-07-14 12:50:00, user 193983 visited POI id 1276 which is a Hotel, at Palembang, ID. Given the data, At 2012-07-14 12:59:00, Which POI id will user 193983 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-07-14 12:59:00, user 193983 will visit POI id 1386.
139613	2013_2752224	The following data is a trajectory of user 139613: At 2012-06-05 00:47:00, user 139613 visited POI id 1291 which is a Fried Chicken Joint, at Palembang, ID. At 2012-06-05 02:21:00, user 139613 visited POI id 998 which is a Office, at Palembang, ID. At 2012-06-05 03:05:00, user 139613 visited POI id 2616 which is a Bike Shop, at Palembang, ID. At 2012-06-05 03:29:00, user 139613 visited POI id 932 which is a Home (private), at Palembang, ID. At 2012-06-05 06:16:00, user 139613 visited POI id 2680 which is a Restaurant, at Palembang, ID. Given the data, At 2012-06-05 06:57:00, Which POI id will user 139613 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-06-05 06:57:00, user 139613 will visit POI id 1450.
33207	2013_811522	The following data is a trajectory of user 33207: At 2012-09-15 14:22:00, user 33207 visited POI id 523 which is a College Communications Building, at Palembang, ID. Given the data, At 2012-09-15 15:23:00, Which POI id will user 33207 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-09-15 15:23:00, user 33207 will visit POI id 2241.
11800	2013_304482	The following data is a trajectory of user 11800: At 2012-06-17 03:34:00, user 11800 visited POI id 79 which is a Hotel, at Palembang, ID. At 2012-06-17 07:00:00, user 11800 visited POI id 1789 which is a Food, at Palembang, ID. Given the data, At 2012-06-17 13:19:00, Which POI id will user 11800 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-06-17 13:19:00, user 11800 will visit POI id 1603.
186102	2013_3710810	The following data is a trajectory of user 186102: At 2012-05-17 02:03:00, user 186102 visited POI id 2248 which is a Asian Restaurant, at Palembang, ID. At 2012-05-17 03:36:00, user 186102 visited POI id 136 which is a Airport, at Palembang, ID. At 2012-05-17 06:36:00, user 186102 visited POI id 62 which is a Shopping Mall, at Palembang, ID. At 2012-05-17 06:54:00, user 186102 visited POI id 2983 which is a Sushi Restaurant, at Palembang, ID. At 2012-05-17 08:12:00, user 186102 visited POI id 2695 which is a Shopping Mall, at Palembang, ID. At 2012-05-17 09:14:00, user 186102 visited POI id 2140 which is a Japanese Restaurant, at Palembang, ID. Given the data, At 2012-05-17 11:53:00, Which POI id will user 186102 visit? Note that POI id is an integer in the range from 0 to 4342.	At 2012-05-17 11:53:00, user 186102 will visit POI id 2159.

End of preview. Expand in Data Studio

Massive-STEPS-Palembang

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 15 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
Bandung 🇮🇩	🤗
Beijing 🇨🇳	🤗
Istanbul 🇹🇷	🤗
Jakarta 🇮🇩	🤗
Kuwait City 🇰🇼	🤗
Melbourne 🇦🇺	🤗
Moscow 🇷🇺	🤗
New York 🇺🇸	🤗
Palembang 🇮🇩	🤗
Petaling Jaya 🇲🇾	🤗
São Paulo 🇧🇷	🤗
Shanghai 🇨🇳	🤗
Sydney 🇦🇺	🤗
Tangerang 🇮🇩	🤗
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

.
├── palembang_checkins_test.csv # test set check-ins
├── palembang_checkins_train.csv # train set check-ins
├── palembang_checkins_validation.csv # validation set check-ins
├── palembang_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 palembang_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_30169,1104,1134,,,,,Home (private),4bf58dd8d48988d103941735,4,Palembang,-2.91673,104.7458,ID,2012-07-03 10:59:00
2013_30169,1104,1834,-2.9581314556258813,104.76167128929677,Masjid Nurul Yaqin,Sekip bendung,Mosque,4bf58dd8d48988d138941735,81,Palembang,-2.91673,104.7458,ID,2012-07-03 11:22:00
2013_30170,1104,100,-2.9566812356994716,104.7538793604463,Pasar sekip,Jln Amphibi,Flea Market,4bf58dd8d48988d1f7941735,230,Palembang,-2.91673,104.7458,ID,2012-07-09 00:14:00
2013_30170,1104,1800,,,,,Mosque,4bf58dd8d48988d138941735,81,Palembang,-2.91673,104.7458,ID,2012-07-09 05:15:00
2013_30171,1104,1134,,,,,Home (private),4bf58dd8d48988d103941735,4,Palembang,-2.91673,104.7458,ID,2012-10-25 09:03:00

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
Palembang 🇮🇩	267	4,699	4,343	14,467	10,132	1,487	2,848

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-Palembang

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 • 16 items • Updated Sep 26