Datasets:

CRUISEResearchGroup
/

Massive-STEPS-Bandung

user_id stringlengths 2 6	trail_id stringlengths 9 12	inputs stringlengths 266 10.4k	targets stringlengths 52 60
16053	2013_409784	The following data is a trajectory of user 16053: At 2012-12-16 00:49:00, user 16053 visited POI id 2357 which is a Church, at Bandung, ID. Given the data, At 2012-12-16 07:33:00, Which POI id will user 16053 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-16 07:33:00, user 16053 will visit POI id 15602.
60054	2013_1377333	The following data is a trajectory of user 60054: At 2013-02-13 05:11:00, user 60054 visited POI id 72 which is a University, at Bandung, ID. Given the data, At 2013-02-13 06:25:00, Which POI id will user 60054 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-02-13 06:25:00, user 60054 will visit POI id 6107.
23373	2013_586368	The following data is a trajectory of user 23373: At 2013-09-01 12:15:00, user 23373 visited POI id 4910 which is a Shopping Mall, at Bandung, ID. Given the data, At 2013-09-01 13:03:00, Which POI id will user 23373 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-09-01 13:03:00, user 23373 will visit POI id 1328.
42998	2013_1026954	The following data is a trajectory of user 42998: At 2012-07-05 11:45:00, user 42998 visited POI id 19050 which is a Home (private), at Bandung, ID. Given the data, At 2012-07-05 15:24:00, Which POI id will user 42998 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-05 15:24:00, user 42998 will visit POI id 19052.
17947	2013_456322	The following data is a trajectory of user 17947: At 2012-07-16 23:31:00, user 17947 visited POI id 5367 which is a High School, at Bandung, ID. At 2012-07-17 04:57:00, user 17947 visited POI id 5264 which is a Mosque, at Bandung, ID. At 2012-07-17 07:32:00, user 17947 visited POI id 7014 which is a Taxi, at Bandung, ID. Given the data, At 2012-07-17 08:20:00, Which POI id will user 17947 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-17 08:20:00, user 17947 will visit POI id 4098.
16901	2013_430802	The following data is a trajectory of user 16901: At 2012-04-13 02:21:00, user 16901 visited POI id 6812 which is a College Classroom, at Bandung, ID. At 2012-04-13 02:24:00, user 16901 visited POI id 12093 which is a College & University, at Bandung, ID. At 2012-04-13 04:33:00, user 16901 visited POI id 12898 which is a College Classroom, at Bandung, ID. At 2012-04-13 04:35:00, user 16901 visited POI id 4180 which is a Law School, at Bandung, ID. At 2012-04-13 04:36:00, user 16901 visited POI id 5924 which is a Law School, at Bandung, ID. At 2012-04-13 04:39:00, user 16901 visited POI id 667 which is a College Administrative Building, at Bandung, ID. At 2012-04-13 05:31:00, user 16901 visited POI id 3320 which is a Food Court, at Bandung, ID. At 2012-04-13 08:11:00, user 16901 visited POI id 524 which is a Grocery Store, at Bandung, ID. At 2012-04-13 09:18:00, user 16901 visited POI id 15819 which is a Hotel, at Bandung, ID. At 2012-04-13 09:19:00, user 16901 visited POI id 15819 which is a Hotel, at Bandung, ID. Given the data, At 2012-04-13 09:20:00, Which POI id will user 16901 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-13 09:20:00, user 16901 will visit POI id 14060.
152661	2013_2942901	The following data is a trajectory of user 152661: At 2012-11-22 00:23:00, user 152661 visited POI id 23581 which is a High School, at Bandung, ID. At 2012-11-22 00:33:00, user 152661 visited POI id 10941 which is a General College & University, at Bandung, ID. Given the data, At 2012-11-22 02:52:00, Which POI id will user 152661 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-11-22 02:52:00, user 152661 will visit POI id 23581.
109223	2013_2270583	The following data is a trajectory of user 109223: At 2012-08-14 10:40:00, user 109223 visited POI id 21721 which is a Home (private), at Bandung, ID. Given the data, At 2012-08-14 13:25:00, Which POI id will user 109223 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-08-14 13:25:00, user 109223 will visit POI id 9861.
234088	2013_5476240	The following data is a trajectory of user 234088: At 2012-06-18 04:46:00, user 234088 visited POI id 13 which is a Shopping Mall, at Bandung, ID. At 2012-06-18 12:33:00, user 234088 visited POI id 2206 which is a Drugstore, at Bandung, ID. Given the data, At 2012-06-18 12:58:00, Which POI id will user 234088 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-18 12:58:00, user 234088 will visit POI id 5651.
130488	2013_2612455	The following data is a trajectory of user 130488: At 2013-08-23 11:01:00, user 130488 visited POI id 5565 which is a Pool, at Bandung, ID. Given the data, At 2013-08-23 18:17:00, Which POI id will user 130488 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-08-23 18:17:00, user 130488 will visit POI id 8726.
187257	2013_3764138	The following data is a trajectory of user 187257: At 2012-04-23 11:40:00, user 187257 visited POI id 4910 which is a Shopping Mall, at Bandung, ID. At 2012-04-23 11:41:00, user 187257 visited POI id 25 which is a Photography Lab, at Bandung, ID. At 2012-04-23 11:48:00, user 187257 visited POI id 1853 which is a Donut Shop, at Bandung, ID. At 2012-04-23 11:50:00, user 187257 visited POI id 801 which is a Fast Food Restaurant, at Bandung, ID. At 2012-04-23 11:52:00, user 187257 visited POI id 23 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-04-23 11:56:00, Which POI id will user 187257 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-23 11:56:00, user 187257 will visit POI id 758.
178038	2013_3321224	The following data is a trajectory of user 178038: At 2012-12-02 04:24:00, user 178038 visited POI id 4575 which is a Building, at Bandung, ID. At 2012-12-02 08:57:00, user 178038 visited POI id 600 which is a Arcade, at Bandung, ID. At 2012-12-02 10:03:00, user 178038 visited POI id 3008 which is a Steakhouse, at Bandung, ID. Given the data, At 2012-12-02 12:15:00, Which POI id will user 178038 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-02 12:15:00, user 178038 will visit POI id 24467.
183712	2013_3602602	The following data is a trajectory of user 183712: At 2012-04-16 10:42:00, user 183712 visited POI id 375 which is a Ramen Restaurant, at Bandung, ID. Given the data, At 2012-04-16 11:47:00, Which POI id will user 183712 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-16 11:47:00, user 183712 will visit POI id 5061.
90790	2013_1952962	The following data is a trajectory of user 90790: At 2013-07-23 23:42:00, user 90790 visited POI id 28417 which is a College Classroom, at Bandung, ID. Given the data, At 2013-07-24 00:00:00, Which POI id will user 90790 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-07-24 00:00:00, user 90790 will visit POI id 5728.
18426	2013_468193	The following data is a trajectory of user 18426: At 2012-07-15 08:00:00, user 18426 visited POI id 13 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-07-15 08:41:00, Which POI id will user 18426 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-15 08:41:00, user 18426 will visit POI id 15537.
6084	2013_158887	The following data is a trajectory of user 6084: At 2013-03-22 07:44:00, user 6084 visited POI id 4910 which is a Shopping Mall, at Bandung, ID. At 2013-03-22 08:14:00, user 6084 visited POI id 1 which is a Shopping Mall, at Bandung, ID. Given the data, At 2013-03-22 08:51:00, Which POI id will user 6084 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-03-22 08:51:00, user 6084 will visit POI id 14290.
227439	2013_5270719	The following data is a trajectory of user 227439: At 2012-07-07 06:54:00, user 227439 visited POI id 4845 which is a Salon / Barbershop, at Bandung, ID. At 2012-07-07 09:05:00, user 227439 visited POI id 4910 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-07-07 09:09:00, Which POI id will user 227439 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-07 09:09:00, user 227439 will visit POI id 12666.
149088	2013_2891475	The following data is a trajectory of user 149088: At 2012-07-30 08:37:00, user 149088 visited POI id 12704 which is a Home (private), at Bandung, ID. At 2012-07-30 11:49:00, user 149088 visited POI id 20992 which is a Mosque, at Bandung, ID. Given the data, At 2012-07-30 13:00:00, Which POI id will user 149088 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-30 13:00:00, user 149088 will visit POI id 12703.
186603	2013_3733851	The following data is a trajectory of user 186603: At 2012-06-12 05:32:00, user 186603 visited POI id 12063 which is a College & University, at Bandung, ID. At 2012-06-12 08:24:00, user 186603 visited POI id 8348 which is a Coffee Shop, at Bandung, ID. Given the data, At 2012-06-12 12:03:00, Which POI id will user 186603 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-12 12:03:00, user 186603 will visit POI id 19662.
125853	2013_2540056	The following data is a trajectory of user 125853: At 2012-04-11 23:43:00, user 125853 visited POI id 7439 which is a Arcade, at Bandung, ID. Given the data, At 2012-04-12 05:16:00, Which POI id will user 125853 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-12 05:16:00, user 125853 will visit POI id 4897.
167618	2013_3154006	The following data is a trajectory of user 167618: At 2013-02-03 10:49:00, user 167618 visited POI id 1140 which is a Clothing Store, at Bandung, ID. Given the data, At 2013-02-03 11:19:00, Which POI id will user 167618 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-02-03 11:19:00, user 167618 will visit POI id 24055.
21020	2013_531063	The following data is a trajectory of user 21020: At 2012-07-04 02:15:00, user 21020 visited POI id 20312 which is a School, at Bandung, ID. Given the data, At 2012-07-04 05:43:00, Which POI id will user 21020 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-04 05:43:00, user 21020 will visit POI id 17906.
67916	2013_1530277	The following data is a trajectory of user 67916: At 2013-04-09 04:22:00, user 67916 visited POI id 10724 which is a Building, at Bandung, ID. At 2013-04-09 06:08:00, user 67916 visited POI id 858 which is a Asian Restaurant, at Bandung, ID. At 2013-04-09 10:15:00, user 67916 visited POI id 13 which is a Shopping Mall, at Bandung, ID. Given the data, At 2013-04-09 10:23:00, Which POI id will user 67916 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-04-09 10:23:00, user 67916 will visit POI id 378.
128283	2013_2578530	The following data is a trajectory of user 128283: At 2013-01-21 07:58:00, user 128283 visited POI id 22972 which is a College Gym, at Bandung, ID. Given the data, At 2013-01-21 13:56:00, Which POI id will user 128283 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-01-21 13:56:00, user 128283 will visit POI id 24815.
188995	2013_3840608	The following data is a trajectory of user 188995: At 2012-06-03 04:10:00, user 188995 visited POI id 3103 which is a Donut Shop, at Bandung, ID. At 2012-06-03 04:15:00, user 188995 visited POI id 15861 which is a Residential Building (Apartment / Condo), at Bandung, ID. At 2012-06-03 04:24:00, user 188995 visited POI id 9910 which is a Soccer Field, at Bandung, ID. At 2012-06-03 06:43:00, user 188995 visited POI id 25 which is a Photography Lab, at Bandung, ID. At 2012-06-03 06:58:00, user 188995 visited POI id 109 which is a Bridge, at Bandung, ID. Given the data, At 2012-06-03 09:41:00, Which POI id will user 188995 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-03 09:41:00, user 188995 will visit POI id 3098.
247779	2013_5872363	The following data is a trajectory of user 247779: At 2012-11-02 01:47:00, user 247779 visited POI id 16784 which is a Design Studio, at Bandung, ID. At 2012-11-02 06:19:00, user 247779 visited POI id 279 which is a University, at Bandung, ID. At 2012-11-02 06:21:00, user 247779 visited POI id 9796 which is a General College & University, at Bandung, ID. Given the data, At 2012-11-06 11:14:00, Which POI id will user 247779 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-11-06 11:14:00, user 247779 will visit POI id 1639.
70843	2013_1585986	The following data is a trajectory of user 70843: At 2012-12-09 07:53:00, user 70843 visited POI id 15708 which is a Ramen Restaurant, at Bandung, ID. Given the data, At 2012-12-09 11:04:00, Which POI id will user 70843 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-09 11:04:00, user 70843 will visit POI id 3202.
212958	2013_4788064	The following data is a trajectory of user 212958: At 2013-03-30 16:19:00, user 212958 visited POI id 23927 which is a Karaoke Bar, at Bandung, ID. At 2013-03-30 17:28:00, user 212958 visited POI id 4028 which is a Nightclub, at Bandung, ID. Given the data, At 2013-03-30 22:07:00, Which POI id will user 212958 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-03-30 22:07:00, user 212958 will visit POI id 433.
246034	2013_5823795	The following data is a trajectory of user 246034: At 2012-08-06 08:30:00, user 246034 visited POI id 14642 which is a Indonesian Restaurant, at Bandung, ID. Given the data, At 2012-08-06 08:41:00, Which POI id will user 246034 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-08-06 08:41:00, user 246034 will visit POI id 15906.
183553	2013_3595652	The following data is a trajectory of user 183553: At 2013-01-28 00:51:00, user 183553 visited POI id 16850 which is a Shopping Mall, at Bandung, ID. At 2013-01-28 01:51:00, user 183553 visited POI id 15755 which is a Salon / Barbershop, at Bandung, ID. At 2013-01-28 02:51:00, user 183553 visited POI id 12523 which is a Salon / Barbershop, at Bandung, ID. At 2013-01-28 04:51:00, user 183553 visited POI id 5414 which is a Restaurant, at Bandung, ID. At 2013-01-28 06:51:00, user 183553 visited POI id 4512 which is a Restaurant, at Bandung, ID. At 2013-01-28 09:21:00, user 183553 visited POI id 1851 which is a Music Venue, at Bandung, ID. At 2013-01-28 11:20:00, user 183553 visited POI id 8686 which is a Fast Food Restaurant, at Bandung, ID. At 2013-01-28 14:38:00, user 183553 visited POI id 7086 which is a Arcade, at Bandung, ID. Given the data, At 2013-01-28 15:38:00, Which POI id will user 183553 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-01-28 15:38:00, user 183553 will visit POI id 1851.
253271	2013_6021315	The following data is a trajectory of user 253271: At 2012-11-17 01:33:00, user 253271 visited POI id 608 which is a Fried Chicken Joint, at Bandung, ID. At 2012-11-17 01:52:00, user 253271 visited POI id 505 which is a Salon / Barbershop, at Bandung, ID. Given the data, At 2012-11-17 03:16:00, Which POI id will user 253271 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-11-17 03:16:00, user 253271 will visit POI id 13.
208464	2013_4626379	The following data is a trajectory of user 208464: At 2012-05-17 04:23:00, user 208464 visited POI id 11625 which is a High School, at Bandung, ID. At 2012-05-17 08:56:00, user 208464 visited POI id 10225 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-05-17 12:51:00, Which POI id will user 208464 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-05-17 12:51:00, user 208464 will visit POI id 15485.
216786	2013_4920647	The following data is a trajectory of user 216786: At 2013-01-14 23:44:00, user 216786 visited POI id 10124 which is a Athletics & Sports, at Bandung, ID. Given the data, At 2013-01-14 23:55:00, Which POI id will user 216786 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-01-14 23:55:00, user 216786 will visit POI id 22994.
17207	2013_438679	The following data is a trajectory of user 17207: At 2012-08-11 02:36:00, user 17207 visited POI id 18716 which is a Home (private), at Bandung, ID. Given the data, At 2012-08-11 06:45:00, Which POI id will user 17207 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-08-11 06:45:00, user 17207 will visit POI id 5025.
189670	2013_3870255	The following data is a trajectory of user 189670: At 2012-06-06 08:14:00, user 189670 visited POI id 1996 which is a Arcade, at Bandung, ID. At 2012-06-06 08:31:00, user 189670 visited POI id 7582 which is a Road, at Bandung, ID. At 2012-06-06 08:43:00, user 189670 visited POI id 109 which is a Bridge, at Bandung, ID. At 2012-06-06 10:23:00, user 189670 visited POI id 366 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-06-06 13:31:00, Which POI id will user 189670 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-06 13:31:00, user 189670 will visit POI id 13766.
74801	2013_1662773	The following data is a trajectory of user 74801: At 2012-05-07 00:20:00, user 74801 visited POI id 20 which is a Government Building, at Bandung, ID. Given the data, At 2012-05-07 01:38:00, Which POI id will user 74801 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-05-07 01:38:00, user 74801 will visit POI id 1491.
13540	2013_347568	The following data is a trajectory of user 13540: At 2013-07-29 14:29:00, user 13540 visited POI id 1710 which is a Airport, at Bandung, ID. At 2013-07-29 14:30:00, user 13540 visited POI id 4723 which is a Airport Lounge, at Bandung, ID. At 2013-07-29 14:32:00, user 13540 visited POI id 10462 which is a Comedy Club, at Bandung, ID. At 2013-07-29 14:45:00, user 13540 visited POI id 1371 which is a Restaurant, at Bandung, ID. Given the data, At 2013-07-29 15:32:00, Which POI id will user 13540 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-07-29 15:32:00, user 13540 will visit POI id 3202.
183386	2013_3587125	The following data is a trajectory of user 183386: At 2012-04-21 13:05:00, user 183386 visited POI id 5873 which is a Café, at Bandung, ID. Given the data, At 2012-04-21 14:50:00, Which POI id will user 183386 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-21 14:50:00, user 183386 will visit POI id 76.
141034	2013_2771913	The following data is a trajectory of user 141034: At 2012-07-07 09:34:00, user 141034 visited POI id 6587 which is a High School, at Bandung, ID. Given the data, At 2012-07-07 11:35:00, Which POI id will user 141034 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-07 11:35:00, user 141034 will visit POI id 16820.
7715	2013_201685	The following data is a trajectory of user 7715: At 2013-05-31 00:05:00, user 7715 visited POI id 3982 which is a Market, at Bandung, ID. Given the data, At 2013-05-31 00:21:00, Which POI id will user 7715 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-05-31 00:21:00, user 7715 will visit POI id 19013.
102247	2018_1796634	The following data is a trajectory of user 102247: At 2018-01-12 07:14:00, user 102247 visited POI id 1710 which is a Airport, at Bandung, ID. Given the data, At 2018-01-12 10:08:00, Which POI id will user 102247 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2018-01-12 10:08:00, user 102247 will visit POI id 13.
5745	2013_150445	The following data is a trajectory of user 5745: At 2013-08-31 10:39:00, user 5745 visited POI id 3202 which is a Shopping Mall, at Bandung, ID. At 2013-08-31 11:17:00, user 5745 visited POI id 6376 which is a Clothing Store, at Bandung, ID. At 2013-08-31 11:59:00, user 5745 visited POI id 28569 which is a Neighborhood, at Bandung, ID. Given the data, At 2013-08-31 12:31:00, Which POI id will user 5745 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-08-31 12:31:00, user 5745 will visit POI id 21704.
134471	2013_2673911	The following data is a trajectory of user 134471: At 2012-11-24 14:08:00, user 134471 visited POI id 5096 which is a Seafood Restaurant, at Bandung, ID. Given the data, At 2012-11-24 15:32:00, Which POI id will user 134471 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-11-24 15:32:00, user 134471 will visit POI id 837.
38472	2013_929708	The following data is a trajectory of user 38472: At 2012-06-13 04:52:00, user 38472 visited POI id 496 which is a Bank, at Bandung, ID. At 2012-06-13 06:19:00, user 38472 visited POI id 1181 which is a Park, at Bandung, ID. At 2012-06-13 06:25:00, user 38472 visited POI id 10201 which is a Building, at Bandung, ID. At 2012-06-13 07:16:00, user 38472 visited POI id 12712 which is a Indonesian Restaurant, at Bandung, ID. At 2012-06-13 08:55:00, user 38472 visited POI id 83 which is a Bookstore, at Bandung, ID. At 2012-06-13 10:17:00, user 38472 visited POI id 3202 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-06-13 13:11:00, Which POI id will user 38472 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-13 13:11:00, user 38472 will visit POI id 10498.
38452	2013_929239	The following data is a trajectory of user 38452: At 2013-02-02 07:18:00, user 38452 visited POI id 24749 which is a Café, at Bandung, ID. Given the data, At 2013-02-02 11:55:00, Which POI id will user 38452 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-02-02 11:55:00, user 38452 will visit POI id 2004.
102918	2013_2164632	The following data is a trajectory of user 102918: At 2013-03-30 05:59:00, user 102918 visited POI id 15805 which is a Playground, at Bandung, ID. Given the data, At 2013-03-30 06:57:00, Which POI id will user 102918 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-03-30 06:57:00, user 102918 will visit POI id 44.
71841	2013_1606105	The following data is a trajectory of user 71841: At 2012-09-14 23:52:00, user 71841 visited POI id 19495 which is a Café, at Bandung, ID. At 2012-09-15 07:10:00, user 71841 visited POI id 13 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-09-15 08:59:00, Which POI id will user 71841 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-09-15 08:59:00, user 71841 will visit POI id 3443.
116671	2013_2393807	The following data is a trajectory of user 116671: At 2012-05-11 01:25:00, user 116671 visited POI id 6523 which is a Track Stadium, at Bandung, ID. Given the data, At 2012-05-11 04:33:00, Which POI id will user 116671 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-05-11 04:33:00, user 116671 will visit POI id 112.
236591	2013_5550567	The following data is a trajectory of user 236591: At 2012-04-27 09:50:00, user 236591 visited POI id 890 which is a Indonesian Restaurant, at Bandung, ID. Given the data, At 2012-04-27 12:39:00, Which POI id will user 236591 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-27 12:39:00, user 236591 will visit POI id 4372.
57870	2013_1333074	The following data is a trajectory of user 57870: At 2012-05-26 05:16:00, user 57870 visited POI id 6 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-05-26 05:34:00, Which POI id will user 57870 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-05-26 05:34:00, user 57870 will visit POI id 11395.
36642	2013_888175	The following data is a trajectory of user 36642: At 2012-07-10 23:40:00, user 36642 visited POI id 19858 which is a Home (private), at Bandung, ID. At 2012-07-11 00:29:00, user 36642 visited POI id 2822 which is a Middle School, at Bandung, ID. Given the data, At 2012-07-11 04:19:00, Which POI id will user 36642 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-11 04:19:00, user 36642 will visit POI id 666.
67979	2013_1531674	The following data is a trajectory of user 67979: At 2013-02-02 09:42:00, user 67979 visited POI id 119 which is a Electronics Store, at Bandung, ID. At 2013-02-02 10:09:00, user 67979 visited POI id 780 which is a Bookstore, at Bandung, ID. At 2013-02-02 10:51:00, user 67979 visited POI id 3200 which is a Sporting Goods Shop, at Bandung, ID. At 2013-02-02 11:21:00, user 67979 visited POI id 3160 which is a Asian Restaurant, at Bandung, ID. Given the data, At 2013-02-02 13:08:00, Which POI id will user 67979 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-02-02 13:08:00, user 67979 will visit POI id 599.
8165	2013_213592	The following data is a trajectory of user 8165: At 2012-11-02 07:07:00, user 8165 visited POI id 489 which is a Travel Agency, at Bandung, ID. Given the data, At 2012-11-02 11:18:00, Which POI id will user 8165 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-11-02 11:18:00, user 8165 will visit POI id 5676.
93516	2013_2001490	The following data is a trajectory of user 93516: At 2013-01-03 01:52:00, user 93516 visited POI id 25463 which is a General Travel, at Bandung, ID. Given the data, At 2013-01-03 04:20:00, Which POI id will user 93516 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-01-03 04:20:00, user 93516 will visit POI id 10759.
162170	2013_3078378	The following data is a trajectory of user 162170: At 2012-05-27 06:08:00, user 162170 visited POI id 13721 which is a Home (private), at Bandung, ID. Given the data, At 2012-05-27 12:13:00, Which POI id will user 162170 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-05-27 12:13:00, user 162170 will visit POI id 13692.
210923	2013_4714791	The following data is a trajectory of user 210923: At 2013-02-13 09:27:00, user 210923 visited POI id 25236 which is a Home (private), at Bandung, ID. Given the data, At 2013-02-13 09:59:00, Which POI id will user 210923 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-02-13 09:59:00, user 210923 will visit POI id 26623.
182414	2013_3538834	The following data is a trajectory of user 182414: At 2012-07-11 07:33:00, user 182414 visited POI id 6 which is a Shopping Mall, at Bandung, ID. At 2012-07-11 07:56:00, user 182414 visited POI id 9981 which is a Japanese Restaurant, at Bandung, ID. Given the data, At 2012-07-11 09:03:00, Which POI id will user 182414 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-11 09:03:00, user 182414 will visit POI id 14167.
177552	2013_3295178	The following data is a trajectory of user 177552: At 2013-09-03 06:50:00, user 177552 visited POI id 26448 which is a Bank, at Bandung, ID. At 2013-09-03 07:58:00, user 177552 visited POI id 23 which is a Shopping Mall, at Bandung, ID. Given the data, At 2013-09-03 09:54:00, Which POI id will user 177552 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-09-03 09:54:00, user 177552 will visit POI id 13343.
220626	2013_5050328	The following data is a trajectory of user 220626: At 2013-03-06 07:18:00, user 220626 visited POI id 6970 which is a Indonesian Restaurant, at Bandung, ID. Given the data, At 2013-03-06 08:09:00, Which POI id will user 220626 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-03-06 08:09:00, user 220626 will visit POI id 1847.
203698	2013_4449240	The following data is a trajectory of user 203698: At 2013-01-08 07:19:00, user 203698 visited POI id 22447 which is a Café, at Bandung, ID. Given the data, At 2013-01-08 08:02:00, Which POI id will user 203698 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-01-08 08:02:00, user 203698 will visit POI id 20615.
255306	2013_6076397	The following data is a trajectory of user 255306: At 2012-12-16 02:16:00, user 255306 visited POI id 9997 which is a Event Space, at Bandung, ID. Given the data, At 2012-12-16 03:25:00, Which POI id will user 255306 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-16 03:25:00, user 255306 will visit POI id 2222.
151046	2013_2919569	The following data is a trajectory of user 151046: At 2012-10-24 00:57:00, user 151046 visited POI id 68 which is a Hospital, at Bandung, ID. Given the data, At 2012-10-24 08:25:00, Which POI id will user 151046 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-10-24 08:25:00, user 151046 will visit POI id 14.
208225	2013_4618033	The following data is a trajectory of user 208225: At 2013-04-15 23:39:00, user 208225 visited POI id 52 which is a Middle School, at Bandung, ID. Given the data, At 2013-04-15 23:40:00, Which POI id will user 208225 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-04-15 23:40:00, user 208225 will visit POI id 25779.
85341	2013_1855837	The following data is a trajectory of user 85341: At 2012-06-14 01:47:00, user 85341 visited POI id 7745 which is a High School, at Bandung, ID. At 2012-06-14 05:59:00, user 85341 visited POI id 19610 which is a Home (private), at Bandung, ID. Given the data, At 2012-06-14 06:59:00, Which POI id will user 85341 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-14 06:59:00, user 85341 will visit POI id 15604.
123035	2013_2496063	The following data is a trajectory of user 123035: At 2012-04-20 00:01:00, user 123035 visited POI id 142 which is a High School, at Bandung, ID. Given the data, At 2012-04-20 06:39:00, Which POI id will user 123035 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-20 06:39:00, user 123035 will visit POI id 5249.
67979	2013_1531656	The following data is a trajectory of user 67979: At 2013-01-04 03:57:00, user 67979 visited POI id 790 which is a Medical Center, at Bandung, ID. Given the data, At 2013-01-04 06:12:00, Which POI id will user 67979 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-01-04 06:12:00, user 67979 will visit POI id 25379.
224109	2013_5164381	The following data is a trajectory of user 224109: At 2012-10-22 09:30:00, user 224109 visited POI id 3902 which is a Road, at Bandung, ID. At 2012-10-22 09:33:00, user 224109 visited POI id 15561 which is a College Administrative Building, at Bandung, ID. At 2012-10-22 11:28:00, user 224109 visited POI id 18093 which is a College Classroom, at Bandung, ID. At 2012-10-22 11:30:00, user 224109 visited POI id 23004 which is a College Communications Building, at Bandung, ID. At 2012-10-22 12:43:00, user 224109 visited POI id 3208 which is a Road, at Bandung, ID. At 2012-10-22 13:29:00, user 224109 visited POI id 1811 which is a Road, at Bandung, ID. Given the data, At 2012-10-22 13:31:00, Which POI id will user 224109 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-10-22 13:31:00, user 224109 will visit POI id 1886.
243024	2013_5738332	The following data is a trajectory of user 243024: At 2012-04-09 12:11:00, user 243024 visited POI id 1 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-04-09 15:08:00, Which POI id will user 243024 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-09 15:08:00, user 243024 will visit POI id 8448.
73444	2013_1635756	The following data is a trajectory of user 73444: At 2012-06-05 08:57:00, user 73444 visited POI id 6611 which is a Office, at Bandung, ID. At 2012-06-05 11:00:00, user 73444 visited POI id 13 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-06-05 11:53:00, Which POI id will user 73444 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-05 11:53:00, user 73444 will visit POI id 559.
49028	2013_1152432	The following data is a trajectory of user 49028: At 2013-01-13 05:21:00, user 49028 visited POI id 4374 which is a Office, at Bandung, ID. Given the data, At 2013-01-13 12:33:00, Which POI id will user 49028 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-01-13 12:33:00, user 49028 will visit POI id 18682.
33282	2013_813122	The following data is a trajectory of user 33282: At 2013-01-29 11:43:00, user 33282 visited POI id 9666 which is a Restaurant, at Bandung, ID. Given the data, At 2013-01-29 17:02:00, Which POI id will user 33282 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-01-29 17:02:00, user 33282 will visit POI id 13859.
235218	2013_5509774	The following data is a trajectory of user 235218: At 2012-12-22 12:11:00, user 235218 visited POI id 12572 which is a Indonesian Restaurant, at Bandung, ID. At 2012-12-22 13:14:00, user 235218 visited POI id 19198 which is a Coffee Shop, at Bandung, ID. Given the data, At 2012-12-22 16:01:00, Which POI id will user 235218 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-22 16:01:00, user 235218 will visit POI id 2277.
244558	2013_5781742	The following data is a trajectory of user 244558: At 2013-02-25 06:57:00, user 244558 visited POI id 26583 which is a Bike Rental / Bike Share, at Bandung, ID. At 2013-02-25 07:54:00, user 244558 visited POI id 13 which is a Shopping Mall, at Bandung, ID. Given the data, At 2013-02-25 08:28:00, Which POI id will user 244558 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-02-25 08:28:00, user 244558 will visit POI id 5692.
92756	2013_1987572	The following data is a trajectory of user 92756: At 2012-06-12 02:16:00, user 92756 visited POI id 6583 which is a Arcade, at Bandung, ID. At 2012-06-12 03:26:00, user 92756 visited POI id 9822 which is a Department Store, at Bandung, ID. At 2012-06-12 03:43:00, user 92756 visited POI id 21489 which is a Shopping Mall, at Bandung, ID. At 2012-06-12 05:36:00, user 92756 visited POI id 7850 which is a Fried Chicken Joint, at Bandung, ID. Given the data, At 2012-06-12 07:00:00, Which POI id will user 92756 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-12 07:00:00, user 92756 will visit POI id 4033.
73152	2013_1630506	The following data is a trajectory of user 73152: At 2012-04-22 06:14:00, user 73152 visited POI id 14735 which is a Road, at Bandung, ID. At 2012-04-22 11:39:00, user 73152 visited POI id 14628 which is a Home (private), at Bandung, ID. At 2012-04-22 12:37:00, user 73152 visited POI id 14723 which is a Home (private), at Bandung, ID. Given the data, At 2012-04-22 14:56:00, Which POI id will user 73152 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-22 14:56:00, user 73152 will visit POI id 14604.
106206	2013_2219086	The following data is a trajectory of user 106206: At 2012-12-11 10:05:00, user 106206 visited POI id 14898 which is a Gym, at Bandung, ID. Given the data, At 2012-12-11 13:38:00, Which POI id will user 106206 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-11 13:38:00, user 106206 will visit POI id 8636.
178198	2013_3329235	The following data is a trajectory of user 178198: At 2012-05-27 22:58:00, user 178198 visited POI id 17418 which is a Home (private), at Bandung, ID. At 2012-05-28 01:04:00, user 178198 visited POI id 2822 which is a Middle School, at Bandung, ID. At 2012-05-28 07:25:00, user 178198 visited POI id 18311 which is a Home (private), at Bandung, ID. At 2012-05-28 08:06:00, user 178198 visited POI id 13296 which is a College Classroom, at Bandung, ID. Given the data, At 2012-05-28 10:23:00, Which POI id will user 178198 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-05-28 10:23:00, user 178198 will visit POI id 18311.
5340	2013_140070	The following data is a trajectory of user 5340: At 2012-07-17 05:33:00, user 5340 visited POI id 12400 which is a Dentist's Office, at Bandung, ID. At 2012-07-17 06:44:00, user 5340 visited POI id 16965 which is a Automotive Shop, at Bandung, ID. At 2012-07-17 07:39:00, user 5340 visited POI id 11 which is a Shopping Mall, at Bandung, ID. At 2012-07-17 08:11:00, user 5340 visited POI id 173 which is a General College & University, at Bandung, ID. At 2012-07-17 11:59:00, user 5340 visited POI id 14675 which is a Bakery, at Bandung, ID. At 2012-07-17 12:04:00, user 5340 visited POI id 3935 which is a Fast Food Restaurant, at Bandung, ID. Given the data, At 2012-07-17 12:24:00, Which POI id will user 5340 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-07-17 12:24:00, user 5340 will visit POI id 16186.
227628	2013_5276752	The following data is a trajectory of user 227628: At 2012-11-13 11:45:00, user 227628 visited POI id 2598 which is a Multiplex, at Bandung, ID. Given the data, At 2012-11-13 14:09:00, Which POI id will user 227628 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-11-13 14:09:00, user 227628 will visit POI id 3619.
273147	2018_3356319	The following data is a trajectory of user 273147: At 2018-06-19 03:44:00, user 273147 visited POI id 28582 which is a Bakery, at Bandung, ID. Given the data, At 2018-06-19 05:08:00, Which POI id will user 273147 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2018-06-19 05:08:00, user 273147 will visit POI id 1710.
177552	2013_3295145	The following data is a trajectory of user 177552: At 2012-12-15 12:06:00, user 177552 visited POI id 6 which is a Shopping Mall, at Bandung, ID. At 2012-12-15 14:06:00, user 177552 visited POI id 14142 which is a Restaurant, at Bandung, ID. Given the data, At 2012-12-15 16:55:00, Which POI id will user 177552 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-15 16:55:00, user 177552 will visit POI id 18026.
239548	2013_5637620	The following data is a trajectory of user 239548: At 2012-08-05 07:32:00, user 239548 visited POI id 5285 which is a General College & University, at Bandung, ID. Given the data, At 2012-08-05 13:26:00, Which POI id will user 239548 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-08-05 13:26:00, user 239548 will visit POI id 9723.
227638	2013_5277173	The following data is a trajectory of user 227638: At 2013-02-11 22:38:00, user 227638 visited POI id 22290 which is a Home (private), at Bandung, ID. At 2013-02-12 00:27:00, user 227638 visited POI id 3812 which is a High School, at Bandung, ID. At 2013-02-12 02:50:00, user 227638 visited POI id 3812 which is a High School, at Bandung, ID. At 2013-02-12 04:12:00, user 227638 visited POI id 22381 which is a Dessert Shop, at Bandung, ID. At 2013-02-12 04:39:00, user 227638 visited POI id 21359 which is a College Lab, at Bandung, ID. At 2013-02-12 10:13:00, user 227638 visited POI id 25671 which is a Campaign Office, at Bandung, ID. At 2013-02-12 12:18:00, user 227638 visited POI id 22290 which is a Home (private), at Bandung, ID. At 2013-02-12 23:11:00, user 227638 visited POI id 25671 which is a Campaign Office, at Bandung, ID. At 2013-02-13 05:45:00, user 227638 visited POI id 6844 which is a Mosque, at Bandung, ID. At 2013-02-13 05:49:00, user 227638 visited POI id 20634 which is a College Science Building, at Bandung, ID. At 2013-02-13 07:42:00, user 227638 visited POI id 21359 which is a College Lab, at Bandung, ID. Given the data, At 2013-02-13 10:33:00, Which POI id will user 227638 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-02-13 10:33:00, user 227638 will visit POI id 22290.
3162	2013_83698	The following data is a trajectory of user 3162: At 2013-04-30 03:57:00, user 3162 visited POI id 27223 which is a Fried Chicken Joint, at Bandung, ID. Given the data, At 2013-04-30 04:45:00, Which POI id will user 3162 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-04-30 04:45:00, user 3162 will visit POI id 10835.
53089	2013_1234135	The following data is a trajectory of user 53089: At 2013-03-14 02:05:00, user 53089 visited POI id 706 which is a College Arts Building, at Bandung, ID. Given the data, At 2013-03-14 02:26:00, Which POI id will user 53089 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-03-14 02:26:00, user 53089 will visit POI id 10882.
133637	2013_2661270	The following data is a trajectory of user 133637: At 2013-02-19 07:31:00, user 133637 visited POI id 12581 which is a Burger Joint, at Bandung, ID. Given the data, At 2013-02-19 08:25:00, Which POI id will user 133637 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-02-19 08:25:00, user 133637 will visit POI id 4924.
60984	2013_1395184	The following data is a trajectory of user 60984: At 2012-12-11 06:04:00, user 60984 visited POI id 297 which is a Multiplex, at Bandung, ID. Given the data, At 2012-12-11 08:33:00, Which POI id will user 60984 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-11 08:33:00, user 60984 will visit POI id 24203.
185199	2013_3670618	The following data is a trajectory of user 185199: At 2012-06-27 06:56:00, user 185199 visited POI id 6 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-06-27 09:12:00, Which POI id will user 185199 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-27 09:12:00, user 185199 will visit POI id 1995.
238359	2013_5603403	The following data is a trajectory of user 238359: At 2012-05-05 12:06:00, user 238359 visited POI id 12634 which is a Asian Restaurant, at Bandung, ID. Given the data, At 2012-05-05 13:38:00, Which POI id will user 238359 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-05-05 13:38:00, user 238359 will visit POI id 13.
19304	2013_490089	The following data is a trajectory of user 19304: At 2013-03-28 08:31:00, user 19304 visited POI id 10312 which is a College Academic Building, at Bandung, ID. Given the data, At 2013-03-28 09:43:00, Which POI id will user 19304 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-03-28 09:43:00, user 19304 will visit POI id 22262.
253271	2013_6021258	The following data is a trajectory of user 253271: At 2012-04-23 23:37:00, user 253271 visited POI id 1488 which is a General College & University, at Bandung, ID. At 2012-04-24 02:30:00, user 253271 visited POI id 8847 which is a Pool, at Bandung, ID. Given the data, At 2012-04-24 05:14:00, Which POI id will user 253271 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-24 05:14:00, user 253271 will visit POI id 1889.
227887	2013_5285238	The following data is a trajectory of user 227887: At 2012-04-13 08:02:00, user 227887 visited POI id 15378 which is a Road, at Bandung, ID. At 2012-04-13 08:30:00, user 227887 visited POI id 308 which is a Ramen Restaurant, at Bandung, ID. At 2012-04-13 09:30:00, user 227887 visited POI id 14260 which is a Boutique, at Bandung, ID. Given the data, At 2012-04-13 14:24:00, Which POI id will user 227887 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-13 14:24:00, user 227887 will visit POI id 13455.
145485	2013_2838273	The following data is a trajectory of user 145485: At 2012-10-16 10:02:00, user 145485 visited POI id 19076 which is a Dentist's Office, at Bandung, ID. Given the data, At 2012-10-16 15:29:00, Which POI id will user 145485 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-10-16 15:29:00, user 145485 will visit POI id 15439.
227099	2013_5260119	The following data is a trajectory of user 227099: At 2012-06-21 01:38:00, user 227099 visited POI id 773 which is a Gas Station, at Bandung, ID. At 2012-06-21 03:06:00, user 227099 visited POI id 10658 which is a Post Office, at Bandung, ID. At 2012-06-21 07:50:00, user 227099 visited POI id 6751 which is a Shopping Mall, at Bandung, ID. Given the data, At 2012-06-21 08:40:00, Which POI id will user 227099 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-06-21 08:40:00, user 227099 will visit POI id 3748.
98714	2013_2091553	The following data is a trajectory of user 98714: At 2013-05-16 06:53:00, user 98714 visited POI id 1041 which is a College Administrative Building, at Bandung, ID. At 2013-05-16 06:55:00, user 98714 visited POI id 26 which is a University, at Bandung, ID. At 2013-05-16 07:31:00, user 98714 visited POI id 574 which is a Café, at Bandung, ID. Given the data, At 2013-05-16 14:57:00, Which POI id will user 98714 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-05-16 14:57:00, user 98714 will visit POI id 11289.
178198	2013_3329226	The following data is a trajectory of user 178198: At 2012-05-11 22:28:00, user 178198 visited POI id 18311 which is a Home (private), at Bandung, ID. At 2012-05-11 23:49:00, user 178198 visited POI id 18410 which is a College Classroom, at Bandung, ID. At 2012-05-12 05:27:00, user 178198 visited POI id 17592 which is a Road, at Bandung, ID. At 2012-05-12 09:02:00, user 178198 visited POI id 1173 which is a Basketball Stadium, at Bandung, ID. At 2012-05-12 14:20:00, user 178198 visited POI id 18311 which is a Home (private), at Bandung, ID. At 2012-05-13 00:03:00, user 178198 visited POI id 17592 which is a Road, at Bandung, ID. At 2012-05-13 00:25:00, user 178198 visited POI id 2222 which is a Event Space, at Bandung, ID. At 2012-05-13 03:59:00, user 178198 visited POI id 18311 which is a Home (private), at Bandung, ID. At 2012-05-13 07:55:00, user 178198 visited POI id 17592 which is a Road, at Bandung, ID. At 2012-05-13 08:27:00, user 178198 visited POI id 1173 which is a Basketball Stadium, at Bandung, ID. At 2012-05-13 10:42:00, user 178198 visited POI id 17592 which is a Road, at Bandung, ID. At 2012-05-13 11:58:00, user 178198 visited POI id 18311 which is a Home (private), at Bandung, ID. Given the data, At 2012-05-13 13:45:00, Which POI id will user 178198 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-05-13 13:45:00, user 178198 will visit POI id 17418.
247121	2013_5854135	The following data is a trajectory of user 247121: At 2012-12-07 06:59:00, user 247121 visited POI id 3632 which is a High School, at Bandung, ID. Given the data, At 2012-12-07 08:09:00, Which POI id will user 247121 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-07 08:09:00, user 247121 will visit POI id 24725.
173279	2013_3232733	The following data is a trajectory of user 173279: At 2012-12-09 09:32:00, user 173279 visited POI id 15755 which is a Salon / Barbershop, at Bandung, ID. Given the data, At 2012-12-09 12:45:00, Which POI id will user 173279 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-12-09 12:45:00, user 173279 will visit POI id 7297.
193150	2013_4023889	The following data is a trajectory of user 193150: At 2012-04-13 04:57:00, user 193150 visited POI id 298 which is a High School, at Bandung, ID. At 2012-04-13 05:01:00, user 193150 visited POI id 14883 which is a Mosque, at Bandung, ID. At 2012-04-13 08:07:00, user 193150 visited POI id 298 which is a High School, at Bandung, ID. Given the data, At 2012-04-13 11:56:00, Which POI id will user 193150 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2012-04-13 11:56:00, user 193150 will visit POI id 12279.
238100	2013_5595764	The following data is a trajectory of user 238100: At 2013-06-05 08:15:00, user 238100 visited POI id 1230 which is a Café, at Bandung, ID. At 2013-06-05 11:20:00, user 238100 visited POI id 2331 which is a Hospital, at Bandung, ID. Given the data, At 2013-06-07 07:00:00, Which POI id will user 238100 visit? Note that POI id is an integer in the range from 0 to 29024.	At 2013-06-07 07:00:00, user 238100 will visit POI id 10941.

End of preview. Expand in Data Studio

Massive-STEPS-Bandung

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

.
├── bandung_checkins_test.csv # test set check-ins
├── bandung_checkins_train.csv # train set check-ins
├── bandung_checkins_validation.csv # validation set check-ins
├── bandung_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 bandung_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_1049,21,7846,,,,,Café,4bf58dd8d48988d16d941735,145,Bandung,-6.92222,107.60694,ID,2012-04-08 06:14:00
2013_1049,21,1571,-6.901822746392037,107.59714088606188,Anata Salon,Jl. Pasirkaliki No. 179,Salon / Barbershop,4bf58dd8d48988d110951735,31,Bandung,-6.92222,107.60694,ID,2012-04-08 08:14:00
2013_1049,21,16204,-6.882032130490735,107.61588142325239,CloudNine 254,Dago 254,Café,4bf58dd8d48988d16d941735,145,Bandung,-6.92222,107.60694,ID,2012-04-08 14:19:00
2013_1049,21,13138,-6.886794179558777,107.62350715339231,Bakso Semar Tubagus,Jl. Terusan Tubagus Ismail No. 1,Indonesian Restaurant,4deefc054765f83613cdba6f,321,Bandung,-6.92222,107.60694,ID,2012-04-08 15:19:00
2013_1049,21,791,-6.889532540654028,107.61754720850263,KANTIN AA,Jl. Kubang Selatan No. 48,Asian Restaurant,4bf58dd8d48988d142941735,105,Bandung,-6.92222,107.60694,ID,2012-04-08 17:19:00

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
Bandung 🇮🇩	3,377	55,333	29,026	161,284	113,058	16,018	32,208

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-Bandung

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