Datasets:

CRUISEResearchGroup
/

Massive-STEPS-Tangerang

user_id stringlengths 3 6	trail_id stringlengths 9 12	inputs stringlengths 269 9.11k	targets stringlengths 53 60
246696	2013_5842400	The following data is a trajectory of user 246696: At 2013-02-07 23:01:00, user 246696 visited POI id 1641 which is a Arcade, at Ciputat, ID. At 2013-02-08 01:01:00, user 246696 visited POI id 2705 which is a Café, at Ciputat, ID. At 2013-02-08 06:01:00, user 246696 visited POI id 6506 which is a Nightclub, at Ciputat, ID. Given the data, At 2013-02-08 11:21:00, Which POI id will user 246696 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-02-08 11:21:00, user 246696 will visit POI id 1641.
183824	2013_3608063	The following data is a trajectory of user 183824: At 2013-04-24 09:06:00, user 183824 visited POI id 3884 which is a Student Center, at Ciputat, ID. At 2013-04-24 09:08:00, user 183824 visited POI id 11810 which is a Housing Development, at Ciputat, ID. Given the data, At 2013-04-24 15:45:00, Which POI id will user 183824 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-24 15:45:00, user 183824 will visit POI id 11605.
242424	2013_5721215	The following data is a trajectory of user 242424: At 2013-01-27 23:14:00, user 242424 visited POI id 10633 which is a Scenic Lookout, at Ciputat, ID. At 2013-01-28 01:08:00, user 242424 visited POI id 6336 which is a Home (private), at Ciputat, ID. At 2013-01-28 01:10:00, user 242424 visited POI id 11695 which is a Road, at Ciputat, ID. At 2013-01-28 12:11:00, user 242424 visited POI id 11201 which is a Road, at Ciputat, ID. At 2013-01-28 12:16:00, user 242424 visited POI id 10779 which is a Road, at Ciputat, ID. At 2013-01-28 12:18:00, user 242424 visited POI id 10926 which is a Home (private), at Ciputat, ID. At 2013-01-28 14:30:00, user 242424 visited POI id 10286 which is a Ramen Restaurant, at Ciputat, ID. Given the data, At 2013-01-28 15:15:00, Which POI id will user 242424 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-01-28 15:15:00, user 242424 will visit POI id 9768.
212466	2013_4770267	The following data is a trajectory of user 212466: At 2013-03-11 10:11:00, user 212466 visited POI id 3921 which is a Coworking Space, at Tangerang, ID. Given the data, At 2013-03-11 11:09:00, Which POI id will user 212466 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-03-11 11:09:00, user 212466 will visit POI id 8883.
27263	2013_676320	The following data is a trajectory of user 27263: At 2013-04-07 22:31:00, user 27263 visited POI id 2737 which is a Bus Station, at Tangerang, ID. Given the data, At 2013-04-08 07:53:00, Which POI id will user 27263 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-08 07:53:00, user 27263 will visit POI id 399.
246370	2013_5833361	The following data is a trajectory of user 246370: At 2013-07-20 15:20:00, user 246370 visited POI id 12715 which is a Home (private), at Tangerang, ID. Given the data, At 2013-07-20 16:12:00, Which POI id will user 246370 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-07-20 16:12:00, user 246370 will visit POI id 10100.
220779	2013_5056035	The following data is a trajectory of user 220779: At 2012-07-24 09:22:00, user 220779 visited POI id 5176 which is a Salon / Barbershop, at Tangerang, ID. Given the data, At 2012-07-24 11:22:00, Which POI id will user 220779 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-07-24 11:22:00, user 220779 will visit POI id 2734.
207011	2013_4572324	The following data is a trajectory of user 207011: At 2012-10-23 06:25:00, user 207011 visited POI id 1767 which is a Mosque, at Ciputat, ID. Given the data, At 2012-10-23 06:49:00, Which POI id will user 207011 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-10-23 06:49:00, user 207011 will visit POI id 5174.
86164	2013_1870924	The following data is a trajectory of user 86164: At 2013-01-11 04:11:00, user 86164 visited POI id 59 which is a Road, at Ciputat, ID. Given the data, At 2013-01-11 06:51:00, Which POI id will user 86164 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-01-11 06:51:00, user 86164 will visit POI id 4562.
201504	2013_4363192	The following data is a trajectory of user 201504: At 2013-02-18 06:07:00, user 201504 visited POI id 10684 which is a Home (private), at Ciputat, ID. At 2013-02-18 06:33:00, user 201504 visited POI id 8469 which is a Gym, at Ciputat, ID. Given the data, At 2013-02-18 09:04:00, Which POI id will user 201504 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-02-18 09:04:00, user 201504 will visit POI id 10737.
80591	2013_1768712	The following data is a trajectory of user 80591: At 2013-03-14 06:20:00, user 80591 visited POI id 5778 which is a Food Truck, at Ciputat, ID. Given the data, At 2013-03-14 06:43:00, Which POI id will user 80591 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-03-14 06:43:00, user 80591 will visit POI id 9393.
19660	2013_498399	The following data is a trajectory of user 19660: At 2012-05-17 10:19:00, user 19660 visited POI id 8307 which is a Mobile Phone Shop, at Ciputat, ID. Given the data, At 2012-05-17 11:19:00, Which POI id will user 19660 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-05-17 11:19:00, user 19660 will visit POI id 2613.
40717	2013_978087	The following data is a trajectory of user 40717: At 2012-12-16 12:46:00, user 40717 visited POI id 3629 which is a Shopping Mall, at Tangerang, ID. Given the data, At 2012-12-16 12:50:00, Which POI id will user 40717 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-16 12:50:00, user 40717 will visit POI id 9430.
228008	2013_5289159	The following data is a trajectory of user 228008: At 2012-12-22 04:30:00, user 228008 visited POI id 1 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2012-12-22 10:20:00, Which POI id will user 228008 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-22 10:20:00, user 228008 will visit POI id 109.
207232	2013_4580495	The following data is a trajectory of user 207232: At 2013-04-21 02:01:00, user 207232 visited POI id 8 which is a Church, at Ciputat, ID. At 2013-04-21 03:42:00, user 207232 visited POI id 2424 which is a Shopping Mall, at Ciputat, ID. At 2013-04-21 04:25:00, user 207232 visited POI id 6354 which is a Food Court, at Ciputat, ID. At 2013-04-21 05:35:00, user 207232 visited POI id 4187 which is a Home (private), at Ciputat, ID. At 2013-04-21 07:20:00, user 207232 visited POI id 2424 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2013-04-21 07:45:00, Which POI id will user 207232 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-21 07:45:00, user 207232 will visit POI id 3586.
28117	2013_696129	The following data is a trajectory of user 28117: At 2013-04-05 05:40:00, user 28117 visited POI id 2586 which is a Housing Development, at Ciputat, ID. At 2013-04-05 07:31:00, user 28117 visited POI id 0 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2013-04-05 19:36:00, Which POI id will user 28117 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-05 19:36:00, user 28117 will visit POI id 2949.
37572	2013_909729	The following data is a trajectory of user 37572: At 2013-01-28 13:04:00, user 37572 visited POI id 10359 which is a Home (private), at Tangerang, ID. Given the data, At 2013-01-28 15:07:00, Which POI id will user 37572 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-01-28 15:07:00, user 37572 will visit POI id 1189.
202927	2013_4419700	The following data is a trajectory of user 202927: At 2012-12-03 01:02:00, user 202927 visited POI id 368 which is a Gym / Fitness Center, at Ciputat, ID. At 2012-12-03 08:10:00, user 202927 visited POI id 3333 which is a Drugstore, at Tangerang, ID. At 2012-12-03 12:30:00, user 202927 visited POI id 9314 which is a Bar, at Ciputat, ID. Given the data, At 2012-12-03 13:16:00, Which POI id will user 202927 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-03 13:16:00, user 202927 will visit POI id 154.
254235	2013_6047774	The following data is a trajectory of user 254235: At 2012-07-13 15:24:00, user 254235 visited POI id 5136 which is a Home (private), at Ciputat, ID. Given the data, At 2012-07-13 21:59:00, Which POI id will user 254235 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-07-13 21:59:00, user 254235 will visit POI id 5772.
203926	2013_4458221	The following data is a trajectory of user 203926: At 2012-05-17 04:49:00, user 203926 visited POI id 5343 which is a Building, at Ciputat, ID. Given the data, At 2012-05-17 08:36:00, Which POI id will user 203926 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-05-17 08:36:00, user 203926 will visit POI id 2064.
205482	2013_4516185	The following data is a trajectory of user 205482: At 2012-10-26 07:01:00, user 205482 visited POI id 1 which is a Shopping Mall, at Ciputat, ID. At 2012-10-26 07:25:00, user 205482 visited POI id 4327 which is a Tea Room, at Ciputat, ID. Given the data, At 2012-10-26 08:17:00, Which POI id will user 205482 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-10-26 08:17:00, user 205482 will visit POI id 7127.
180615	2013_3450747	The following data is a trajectory of user 180615: At 2012-05-09 10:21:00, user 180615 visited POI id 6287 which is a Residential Building (Apartment / Condo), at Tangerang, ID. At 2012-05-09 10:27:00, user 180615 visited POI id 7248 which is a Surf Spot, at Tangerang, ID. At 2012-05-09 10:28:00, user 180615 visited POI id 5717 which is a Bus Line, at Tangerang, ID. At 2012-05-09 10:29:00, user 180615 visited POI id 5763 which is a Airport Terminal, at Tangerang, ID. At 2012-05-09 10:49:00, user 180615 visited POI id 5342 which is a Gym, at Tangerang, ID. At 2012-05-09 10:59:00, user 180615 visited POI id 517 which is a Bus Line, at Ciputat, ID. At 2012-05-09 12:10:00, user 180615 visited POI id 6744 which is a Hotel, at Ciputat, ID. At 2012-05-09 12:13:00, user 180615 visited POI id 6740 which is a Bank, at Ciputat, ID. At 2012-05-09 12:14:00, user 180615 visited POI id 2660 which is a Bank, at Ciputat, ID. Given the data, At 2012-05-09 12:16:00, Which POI id will user 180615 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-05-09 12:16:00, user 180615 will visit POI id 6149.
208128	2013_4614010	The following data is a trajectory of user 208128: At 2012-11-26 08:00:00, user 208128 visited POI id 6016 which is a Coffee Shop, at Ciputat, ID. At 2012-11-26 08:08:00, user 208128 visited POI id 78 which is a Chinese Restaurant, at Ciputat, ID. At 2012-11-26 08:35:00, user 208128 visited POI id 9131 which is a Home (private), at Ciputat, ID. Given the data, At 2012-11-26 10:33:00, Which POI id will user 208128 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-11-26 10:33:00, user 208128 will visit POI id 3805.
130193	2013_2607967	The following data is a trajectory of user 130193: At 2012-11-01 12:06:00, user 130193 visited POI id 1 which is a Shopping Mall, at Ciputat, ID. At 2012-11-01 12:09:00, user 130193 visited POI id 285 which is a Multiplex, at Ciputat, ID. Given the data, At 2012-11-01 15:11:00, Which POI id will user 130193 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-11-01 15:11:00, user 130193 will visit POI id 3014.
87162	2013_1888164	The following data is a trajectory of user 87162: At 2013-06-01 09:53:00, user 87162 visited POI id 11260 which is a Home (private), at Ciputat, ID. Given the data, At 2013-06-01 11:28:00, Which POI id will user 87162 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-06-01 11:28:00, user 87162 will visit POI id 11462.
177238	2013_3284008	The following data is a trajectory of user 177238: At 2012-11-28 14:18:00, user 177238 visited POI id 4931 which is a Home (private), at Ciputat, ID. Given the data, At 2012-11-28 14:20:00, Which POI id will user 177238 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-11-28 14:20:00, user 177238 will visit POI id 4397.
227464	2013_5271595	The following data is a trajectory of user 227464: At 2013-05-14 08:34:00, user 227464 visited POI id 1 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2013-05-14 10:01:00, Which POI id will user 227464 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-05-14 10:01:00, user 227464 will visit POI id 2982.
142147	2013_2788706	The following data is a trajectory of user 142147: At 2013-03-06 05:06:00, user 142147 visited POI id 5923 which is a Building, at Tangerang, ID. Given the data, At 2013-03-06 12:00:00, Which POI id will user 142147 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-03-06 12:00:00, user 142147 will visit POI id 7072.
189601	2013_3866948	The following data is a trajectory of user 189601: At 2013-04-28 03:56:00, user 189601 visited POI id 1062 which is a Church, at Ciputat, ID. At 2013-04-28 06:57:00, user 189601 visited POI id 1986 which is a Asian Restaurant, at Ciputat, ID. At 2013-04-28 07:58:00, user 189601 visited POI id 5954 which is a Coffee Shop, at Ciputat, ID. At 2013-04-28 08:08:00, user 189601 visited POI id 1 which is a Shopping Mall, at Ciputat, ID. At 2013-04-28 08:28:00, user 189601 visited POI id 6392 which is a Men's Store, at Ciputat, ID. At 2013-04-28 09:22:00, user 189601 visited POI id 7491 which is a Coffee Shop, at Ciputat, ID. Given the data, At 2013-04-28 10:05:00, Which POI id will user 189601 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-28 10:05:00, user 189601 will visit POI id 285.
105482	2013_2207394	The following data is a trajectory of user 105482: At 2012-04-16 13:20:00, user 105482 visited POI id 1022 which is a Dentist's Office, at Tangerang, ID. Given the data, At 2012-04-16 15:58:00, Which POI id will user 105482 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-16 15:58:00, user 105482 will visit POI id 4065.
220779	2013_5056082	The following data is a trajectory of user 220779: At 2012-12-22 22:12:00, user 220779 visited POI id 5351 which is a Convenience Store, at Tangerang, ID. At 2012-12-23 00:12:00, user 220779 visited POI id 4580 which is a Burger Joint, at Tangerang, ID. At 2012-12-23 02:11:00, user 220779 visited POI id 5025 which is a Ramen Restaurant, at Tangerang, ID. At 2012-12-23 03:11:00, user 220779 visited POI id 3938 which is a Bakery, at Tangerang, ID. At 2012-12-23 11:58:00, user 220779 visited POI id 4576 which is a Asian Restaurant, at Tangerang, ID. At 2012-12-23 13:50:00, user 220779 visited POI id 4596 which is a Salon / Barbershop, at Tangerang, ID. At 2012-12-23 14:50:00, user 220779 visited POI id 4561 which is a Arts & Entertainment, at Tangerang, ID. At 2012-12-23 17:50:00, user 220779 visited POI id 883 which is a Convenience Store, at Tangerang, ID. Given the data, At 2012-12-23 18:50:00, Which POI id will user 220779 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-23 18:50:00, user 220779 will visit POI id 262.
23905	2013_599136	The following data is a trajectory of user 23905: At 2012-04-04 01:08:00, user 23905 visited POI id 1945 which is a Auto Dealership, at Ciputat, ID. Given the data, At 2012-04-04 01:10:00, Which POI id will user 23905 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-04 01:10:00, user 23905 will visit POI id 154.
189890	2013_3880561	The following data is a trajectory of user 189890: At 2012-06-08 11:43:00, user 189890 visited POI id 7934 which is a Home (private), at Tangerang, ID. Given the data, At 2012-06-08 16:32:00, Which POI id will user 189890 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-06-08 16:32:00, user 189890 will visit POI id 5553.
119801	2013_2444272	The following data is a trajectory of user 119801: At 2013-06-01 09:37:00, user 119801 visited POI id 11702 which is a Housing Development, at Tangerang, ID. At 2013-06-01 09:38:00, user 119801 visited POI id 7606 which is a Home (private), at Tangerang, ID. Given the data, At 2013-06-01 10:28:00, Which POI id will user 119801 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-06-01 10:28:00, user 119801 will visit POI id 2848.
221872	2013_5090789	The following data is a trajectory of user 221872: At 2012-12-21 01:15:00, user 221872 visited POI id 3332 which is a Food & Drink Shop, at Ciputat, ID. Given the data, At 2012-12-21 01:16:00, Which POI id will user 221872 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-21 01:16:00, user 221872 will visit POI id 2179.
9791	2013_254461	The following data is a trajectory of user 9791: At 2012-06-17 08:48:00, user 9791 visited POI id 8349 which is a Food Court, at Ciputat, ID. At 2012-06-17 08:49:00, user 9791 visited POI id 4438 which is a Ice Cream Shop, at Ciputat, ID. At 2012-06-17 09:20:00, user 9791 visited POI id 4081 which is a French Restaurant, at Ciputat, ID. At 2012-06-17 10:13:00, user 9791 visited POI id 2424 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2012-06-17 13:06:00, Which POI id will user 9791 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-06-17 13:06:00, user 9791 will visit POI id 5544.
15805	2013_403577	The following data is a trajectory of user 15805: At 2012-05-12 13:15:00, user 15805 visited POI id 205 which is a Plaza, at Ciputat, ID. Given the data, At 2012-05-12 13:21:00, Which POI id will user 15805 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-05-12 13:21:00, user 15805 will visit POI id 2841.
246370	2013_5833337	The following data is a trajectory of user 246370: At 2013-05-10 07:35:00, user 246370 visited POI id 4622 which is a Housing Development, at Tangerang, ID. Given the data, At 2013-05-10 09:28:00, Which POI id will user 246370 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-05-10 09:28:00, user 246370 will visit POI id 11361.
112328	2013_2322264	The following data is a trajectory of user 112328: At 2012-07-14 04:22:00, user 112328 visited POI id 9115 which is a Home (private), at Ciputat, ID. Given the data, At 2012-07-14 10:22:00, Which POI id will user 112328 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-07-14 10:22:00, user 112328 will visit POI id 1.
178003	2013_3319564	The following data is a trajectory of user 178003: At 2012-10-24 23:58:00, user 178003 visited POI id 1958 which is a Cemetery, at Tangerang, ID. At 2012-10-24 23:59:00, user 178003 visited POI id 9876 which is a High School, at Tangerang, ID. At 2012-10-25 07:56:00, user 178003 visited POI id 1804 which is a College Auditorium, at Tangerang, ID. At 2012-10-25 09:05:00, user 178003 visited POI id 1603 which is a High School, at Tangerang, ID. At 2012-10-25 09:07:00, user 178003 visited POI id 1490 which is a College Gym, at Tangerang, ID. Given the data, At 2012-10-25 09:13:00, Which POI id will user 178003 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-10-25 09:13:00, user 178003 will visit POI id 10413.
253884	2013_6038082	The following data is a trajectory of user 253884: At 2012-08-12 09:13:00, user 253884 visited POI id 1984 which is a Church, at Ciputat, ID. Given the data, At 2012-08-12 11:40:00, Which POI id will user 253884 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-08-12 11:40:00, user 253884 will visit POI id 8930.
98424	2013_2086556	The following data is a trajectory of user 98424: At 2012-12-13 13:33:00, user 98424 visited POI id 2424 which is a Shopping Mall, at Ciputat, ID. At 2012-12-13 14:12:00, user 98424 visited POI id 3102 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2012-12-13 16:19:00, Which POI id will user 98424 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-13 16:19:00, user 98424 will visit POI id 3036.
147750	2013_2871267	The following data is a trajectory of user 147750: At 2012-08-12 00:12:00, user 147750 visited POI id 3757 which is a Church, at Ciputat, ID. Given the data, At 2012-08-12 05:53:00, Which POI id will user 147750 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-08-12 05:53:00, user 147750 will visit POI id 6248.
12622	2013_324337	The following data is a trajectory of user 12622: At 2012-12-07 03:20:00, user 12622 visited POI id 3971 which is a Office, at Tangerang, ID. Given the data, At 2012-12-07 04:53:00, Which POI id will user 12622 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-07 04:53:00, user 12622 will visit POI id 3558.
60391	2018_1190463	The following data is a trajectory of user 60391: At 2018-04-17 10:33:00, user 60391 visited POI id 2402 which is a College Classroom, at Ciputat, ID. Given the data, At 2018-04-17 11:34:00, Which POI id will user 60391 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2018-04-17 11:34:00, user 60391 will visit POI id 12797.
242424	2013_5721199	The following data is a trajectory of user 242424: At 2013-01-06 04:47:00, user 242424 visited POI id 9573 which is a Housing Development, at Ciputat, ID. At 2013-01-06 07:30:00, user 242424 visited POI id 9712 which is a Scenic Lookout, at Ciputat, ID. At 2013-01-06 07:34:00, user 242424 visited POI id 9696 which is a Aquarium, at Ciputat, ID. At 2013-01-06 07:53:00, user 242424 visited POI id 10675 which is a Non-Profit, at Ciputat, ID. At 2013-01-06 09:17:00, user 242424 visited POI id 10656 which is a Home (private), at Ciputat, ID. At 2013-01-06 10:29:00, user 242424 visited POI id 10314 which is a Home (private), at Ciputat, ID. At 2013-01-06 10:33:00, user 242424 visited POI id 10779 which is a Road, at Ciputat, ID. At 2013-01-06 11:43:00, user 242424 visited POI id 97 which is a Church, at Ciputat, ID. At 2013-01-06 13:29:00, user 242424 visited POI id 10286 which is a Ramen Restaurant, at Ciputat, ID. Given the data, At 2013-01-06 15:45:00, Which POI id will user 242424 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-01-06 15:45:00, user 242424 will visit POI id 10331.
92833	2013_1988934	The following data is a trajectory of user 92833: At 2012-06-21 05:09:00, user 92833 visited POI id 4532 which is a Home (private), at Ciputat, ID. Given the data, At 2012-06-21 10:35:00, Which POI id will user 92833 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-06-21 10:35:00, user 92833 will visit POI id 8707.
246696	2013_5842366	The following data is a trajectory of user 246696: At 2012-12-23 10:58:00, user 246696 visited POI id 1641 which is a Arcade, at Ciputat, ID. At 2012-12-23 12:57:00, user 246696 visited POI id 3600 which is a Pool, at Ciputat, ID. At 2012-12-23 13:57:00, user 246696 visited POI id 233 which is a Donut Shop, at Ciputat, ID. Given the data, At 2012-12-23 15:57:00, Which POI id will user 246696 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-23 15:57:00, user 246696 will visit POI id 2281.
223729	2013_5151501	The following data is a trajectory of user 223729: At 2012-04-22 09:34:00, user 223729 visited POI id 5991 which is a Coffee Shop, at Ciputat, ID. At 2012-04-22 10:15:00, user 223729 visited POI id 912 which is a Church, at Ciputat, ID. Given the data, At 2012-04-22 14:08:00, Which POI id will user 223729 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-22 14:08:00, user 223729 will visit POI id 71.
33157	2013_810535	The following data is a trajectory of user 33157: At 2013-01-27 06:33:00, user 33157 visited POI id 8403 which is a Residential Building (Apartment / Condo), at Ciputat, ID. Given the data, At 2013-01-27 11:49:00, Which POI id will user 33157 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-01-27 11:49:00, user 33157 will visit POI id 3458.
33924	2013_827696	The following data is a trajectory of user 33924: At 2012-12-23 11:39:00, user 33924 visited POI id 1 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2012-12-23 13:28:00, Which POI id will user 33924 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-23 13:28:00, user 33924 will visit POI id 109.
222277	2013_5103949	The following data is a trajectory of user 222277: At 2012-04-13 03:48:00, user 222277 visited POI id 4219 which is a Dumpling Restaurant, at Ciputat, ID. Given the data, At 2012-04-13 05:35:00, Which POI id will user 222277 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-13 05:35:00, user 222277 will visit POI id 4304.
218121	2013_4966854	The following data is a trajectory of user 218121: At 2013-03-06 17:54:00, user 218121 visited POI id 8284 which is a Home (private), at Ciputat, ID. Given the data, At 2013-03-07 11:22:00, Which POI id will user 218121 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-03-07 11:22:00, user 218121 will visit POI id 8284.
198365	2013_4238788	The following data is a trajectory of user 198365: At 2013-09-02 08:49:00, user 198365 visited POI id 28 which is a Grocery Store, at Ciputat, ID. Given the data, At 2013-09-02 10:41:00, Which POI id will user 198365 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-09-02 10:41:00, user 198365 will visit POI id 664.
153828	2013_2960771	The following data is a trajectory of user 153828: At 2012-04-08 03:16:00, user 153828 visited POI id 2690 which is a Doctor's Office, at Tangerang, ID. Given the data, At 2012-04-08 05:33:00, Which POI id will user 153828 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-08 05:33:00, user 153828 will visit POI id 7436.
160700	2013_3057663	The following data is a trajectory of user 160700: At 2013-05-13 03:22:00, user 160700 visited POI id 1793 which is a Home (private), at Ciputat, ID. Given the data, At 2013-05-13 09:59:00, Which POI id will user 160700 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-05-13 09:59:00, user 160700 will visit POI id 12294.
147750	2013_2871281	The following data is a trajectory of user 147750: At 2013-05-12 02:09:00, user 147750 visited POI id 3757 which is a Church, at Ciputat, ID. Given the data, At 2013-05-12 04:05:00, Which POI id will user 147750 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-05-12 04:05:00, user 147750 will visit POI id 6248.
237427	2013_5575802	The following data is a trajectory of user 237427: At 2012-04-22 04:16:00, user 237427 visited POI id 5950 which is a Indonesian Restaurant, at Tangerang, ID. Given the data, At 2012-04-22 13:00:00, Which POI id will user 237427 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-22 13:00:00, user 237427 will visit POI id 162.
194505	2013_4081122	The following data is a trajectory of user 194505: At 2013-05-26 10:04:00, user 194505 visited POI id 12210 which is a Bookstore, at Tangerang, ID. Given the data, At 2013-05-26 11:03:00, Which POI id will user 194505 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-05-26 11:03:00, user 194505 will visit POI id 7467.
70419	2013_1578188	The following data is a trajectory of user 70419: At 2013-04-20 09:44:00, user 70419 visited POI id 205 which is a Plaza, at Ciputat, ID. Given the data, At 2013-04-20 10:08:00, Which POI id will user 70419 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-20 10:08:00, user 70419 will visit POI id 11439.
181262	2013_3483462	The following data is a trajectory of user 181262: At 2013-01-07 12:25:00, user 181262 visited POI id 4748 which is a Home (private), at Ciputat, ID. At 2013-01-07 13:05:00, user 181262 visited POI id 7655 which is a Laundry Service, at Ciputat, ID. Given the data, At 2013-01-07 13:40:00, Which POI id will user 181262 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-01-07 13:40:00, user 181262 will visit POI id 8720.
144540	2013_2824047	The following data is a trajectory of user 144540: At 2013-07-19 15:14:00, user 144540 visited POI id 1848 which is a Vineyard, at Ciputat, ID. Given the data, At 2013-07-19 15:29:00, Which POI id will user 144540 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-07-19 15:29:00, user 144540 will visit POI id 10837.
94135	2013_2013269	The following data is a trajectory of user 94135: At 2013-02-19 07:16:00, user 94135 visited POI id 2424 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2013-02-19 08:08:00, Which POI id will user 94135 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-02-19 08:08:00, user 94135 will visit POI id 3586.
212330	2013_4765231	The following data is a trajectory of user 212330: At 2012-04-15 09:47:00, user 212330 visited POI id 28 which is a Grocery Store, at Ciputat, ID. Given the data, At 2012-04-15 11:15:00, Which POI id will user 212330 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-15 11:15:00, user 212330 will visit POI id 2814.
63654	2013_1448492	The following data is a trajectory of user 63654: At 2013-04-19 11:03:00, user 63654 visited POI id 424 which is a Grocery Store, at Tangerang, ID. Given the data, At 2013-04-19 11:09:00, Which POI id will user 63654 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-19 11:09:00, user 63654 will visit POI id 4892.
178989	2013_3370001	The following data is a trajectory of user 178989: At 2012-08-10 08:06:00, user 178989 visited POI id 5374 which is a Bike Shop, at Tangerang, ID. Given the data, At 2012-08-10 13:33:00, Which POI id will user 178989 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-08-10 13:33:00, user 178989 will visit POI id 5620.
8488	2013_221471	The following data is a trajectory of user 8488: At 2012-07-04 11:36:00, user 8488 visited POI id 5884 which is a Home (private), at Tangerang, ID. Given the data, At 2012-07-04 14:20:00, Which POI id will user 8488 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-07-04 14:20:00, user 8488 will visit POI id 6036.
5102	2013_133744	The following data is a trajectory of user 5102: At 2012-10-25 10:23:00, user 5102 visited POI id 9476 which is a Home (private), at Ciputat, ID. Given the data, At 2012-10-25 16:10:00, Which POI id will user 5102 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-10-25 16:10:00, user 5102 will visit POI id 352.
42184	2013_1008394	The following data is a trajectory of user 42184: At 2013-01-11 02:33:00, user 42184 visited POI id 9233 which is a Food Court, at Ciputat, ID. Given the data, At 2013-01-11 09:24:00, Which POI id will user 42184 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-01-11 09:24:00, user 42184 will visit POI id 10085.
249815	2013_5928074	The following data is a trajectory of user 249815: At 2012-04-08 10:45:00, user 249815 visited POI id 5185 which is a Café, at Ciputat, ID. At 2012-04-08 14:05:00, user 249815 visited POI id 82 which is a Multiplex, at Ciputat, ID. Given the data, At 2012-04-08 16:14:00, Which POI id will user 249815 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-08 16:14:00, user 249815 will visit POI id 6725.
14053	2013_360907	The following data is a trajectory of user 14053: At 2013-03-21 08:43:00, user 14053 visited POI id 11898 which is a Student Center, at Tangerang, ID. At 2013-03-21 09:15:00, user 14053 visited POI id 11995 which is a Home (private), at Tangerang, ID. Given the data, At 2013-03-21 11:17:00, Which POI id will user 14053 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-03-21 11:17:00, user 14053 will visit POI id 11187.
178708	2013_3355619	The following data is a trajectory of user 178708: At 2013-02-19 11:38:00, user 178708 visited POI id 7569 which is a Indonesian Restaurant, at Tangerang, ID. Given the data, At 2013-02-19 12:24:00, Which POI id will user 178708 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-02-19 12:24:00, user 178708 will visit POI id 90.
97301	2013_2067727	The following data is a trajectory of user 97301: At 2012-04-23 12:37:00, user 97301 visited POI id 2240 which is a Hospital, at Ciputat, ID. Given the data, At 2012-04-23 15:04:00, Which POI id will user 97301 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-23 15:04:00, user 97301 will visit POI id 7413.
110009	2013_2283459	The following data is a trajectory of user 110009: At 2013-04-17 02:15:00, user 110009 visited POI id 1111 which is a College Auditorium, at Ciputat, ID. Given the data, At 2013-04-17 04:15:00, Which POI id will user 110009 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-17 04:15:00, user 110009 will visit POI id 2760.
92311	2013_1980405	The following data is a trajectory of user 92311: At 2013-06-05 11:05:00, user 92311 visited POI id 31 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2013-06-05 11:26:00, Which POI id will user 92311 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-06-05 11:26:00, user 92311 will visit POI id 2172.
209927	2013_4678939	The following data is a trajectory of user 209927: At 2012-05-05 07:04:00, user 209927 visited POI id 579 which is a Restaurant, at Ciputat, ID. At 2012-05-05 07:37:00, user 209927 visited POI id 1 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2012-05-05 13:32:00, Which POI id will user 209927 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-05-05 13:32:00, user 209927 will visit POI id 5460.
246696	2013_5842441	The following data is a trajectory of user 246696: At 2013-04-11 03:45:00, user 246696 visited POI id 2128 which is a Garden, at Ciputat, ID. At 2013-04-11 05:45:00, user 246696 visited POI id 2119 which is a Pool, at Ciputat, ID. At 2013-04-11 10:46:00, user 246696 visited POI id 10980 which is a Diner, at Ciputat, ID. Given the data, At 2013-04-11 11:46:00, Which POI id will user 246696 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-11 11:46:00, user 246696 will visit POI id 3152.
241208	2013_5686070	The following data is a trajectory of user 241208: At 2013-04-08 23:10:00, user 241208 visited POI id 393 which is a High School, at Ciputat, ID. Given the data, At 2013-04-09 01:10:00, Which POI id will user 241208 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-09 01:10:00, user 241208 will visit POI id 1972.
206424	2013_4551761	The following data is a trajectory of user 206424: At 2012-04-22 14:09:00, user 206424 visited POI id 2940 which is a Home (private), at Ciputat, ID. Given the data, At 2012-04-22 14:30:00, Which POI id will user 206424 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-22 14:30:00, user 206424 will visit POI id 3143.
114104	2013_2352222	The following data is a trajectory of user 114104: At 2013-03-11 05:22:00, user 114104 visited POI id 4182 which is a Ramen Restaurant, at Ciputat, ID. At 2013-03-11 12:12:00, user 114104 visited POI id 160 which is a Bookstore, at Ciputat, ID. Given the data, At 2013-03-11 12:44:00, Which POI id will user 114104 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-03-11 12:44:00, user 114104 will visit POI id 102.
197811	2013_4216026	The following data is a trajectory of user 197811: At 2013-03-30 05:53:00, user 197811 visited POI id 11059 which is a Tea Room, at Ciputat, ID. At 2013-03-30 08:40:00, user 197811 visited POI id 5245 which is a Home (private), at Tangerang, ID. At 2013-03-30 11:07:00, user 197811 visited POI id 8440 which is a Church, at Tangerang, ID. Given the data, At 2013-03-30 16:43:00, Which POI id will user 197811 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-03-30 16:43:00, user 197811 will visit POI id 5245.
5878	2013_153437	The following data is a trajectory of user 5878: At 2013-04-23 03:28:00, user 5878 visited POI id 6094 which is a Office, at Ciputat, ID. Given the data, At 2013-04-23 07:15:00, Which POI id will user 5878 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-23 07:15:00, user 5878 will visit POI id 4089.
21828	2013_550853	The following data is a trajectory of user 21828: At 2013-05-07 09:52:00, user 21828 visited POI id 8120 which is a Home (private), at Ciputat, ID. At 2013-05-07 12:07:00, user 21828 visited POI id 1 which is a Shopping Mall, at Ciputat, ID. At 2013-05-09 08:11:00, user 21828 visited POI id 1225 which is a Jewelry Store, at Ciputat, ID. At 2013-05-09 08:16:00, user 21828 visited POI id 80 which is a Donut Shop, at Ciputat, ID. Given the data, At 2013-05-09 08:23:00, Which POI id will user 21828 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-05-09 08:23:00, user 21828 will visit POI id 137.
181983	2013_3517596	The following data is a trajectory of user 181983: At 2013-01-28 05:47:00, user 181983 visited POI id 2533 which is a High School, at Tangerang, ID. Given the data, At 2013-01-28 10:43:00, Which POI id will user 181983 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-01-28 10:43:00, user 181983 will visit POI id 8772.
150063	2013_2906183	The following data is a trajectory of user 150063: At 2012-04-21 05:41:00, user 150063 visited POI id 132 which is a Pizza Place, at Ciputat, ID. Given the data, At 2012-04-21 07:33:00, Which POI id will user 150063 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-04-21 07:33:00, user 150063 will visit POI id 1675.
161389	2013_3067902	The following data is a trajectory of user 161389: At 2012-07-15 08:53:00, user 161389 visited POI id 1984 which is a Church, at Ciputat, ID. Given the data, At 2012-07-15 11:11:00, Which POI id will user 161389 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-07-15 11:11:00, user 161389 will visit POI id 8265.
151637	2013_2928182	The following data is a trajectory of user 151637: At 2012-11-02 05:38:00, user 151637 visited POI id 1964 which is a Mosque, at Ciputat, ID. Given the data, At 2012-11-02 10:24:00, Which POI id will user 151637 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-11-02 10:24:00, user 151637 will visit POI id 9533.
79869	2013_1755635	The following data is a trajectory of user 79869: At 2012-12-01 07:32:00, user 79869 visited POI id 7968 which is a Indonesian Restaurant, at Tangerang, ID. Given the data, At 2012-12-01 10:03:00, Which POI id will user 79869 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-01 10:03:00, user 79869 will visit POI id 4934.
102675	2013_2160492	The following data is a trajectory of user 102675: At 2012-09-13 08:25:00, user 102675 visited POI id 9923 which is a Home (private), at Ciputat, ID. At 2012-09-13 10:27:00, user 102675 visited POI id 9821 which is a College Academic Building, at Ciputat, ID. Given the data, At 2012-09-13 13:54:00, Which POI id will user 102675 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-09-13 13:54:00, user 102675 will visit POI id 5944.
252278	2013_5994545	The following data is a trajectory of user 252278: At 2013-09-01 12:34:00, user 252278 visited POI id 42 which is a Fast Food Restaurant, at Tangerang, ID. Given the data, At 2013-09-01 12:57:00, Which POI id will user 252278 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-09-01 12:57:00, user 252278 will visit POI id 12531.
189657	2013_3869570	The following data is a trajectory of user 189657: At 2013-07-24 08:29:00, user 189657 visited POI id 11752 which is a Asian Restaurant, at Tangerang, ID. Given the data, At 2013-07-24 11:34:00, Which POI id will user 189657 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-07-24 11:34:00, user 189657 will visit POI id 6496.
79741	2013_1753403	The following data is a trajectory of user 79741: At 2012-05-26 04:30:00, user 79741 visited POI id 5291 which is a Capitol Building, at Ciputat, ID. At 2012-05-26 05:07:00, user 79741 visited POI id 330 which is a Hospital, at Tangerang, ID. At 2012-05-26 06:30:00, user 79741 visited POI id 3172 which is a Food Truck, at Ciputat, ID. At 2012-05-26 07:08:00, user 79741 visited POI id 31 which is a Shopping Mall, at Ciputat, ID. Given the data, At 2012-05-26 07:56:00, Which POI id will user 79741 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-05-26 07:56:00, user 79741 will visit POI id 2139.
246696	2013_5842384	The following data is a trajectory of user 246696: At 2013-01-16 11:29:00, user 246696 visited POI id 1080 which is a Arcade, at Ciputat, ID. Given the data, At 2013-01-16 17:29:00, Which POI id will user 246696 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-01-16 17:29:00, user 246696 will visit POI id 2220.
178708	2013_3355634	The following data is a trajectory of user 178708: At 2013-04-07 03:57:00, user 178708 visited POI id 90 which is a Church, at Tangerang, ID. At 2013-04-07 04:10:00, user 178708 visited POI id 1968 which is a Indonesian Restaurant, at Tangerang, ID. At 2013-04-07 10:04:00, user 178708 visited POI id 10885 which is a Home (private), at Tangerang, ID. At 2013-04-07 10:22:00, user 178708 visited POI id 90 which is a Church, at Tangerang, ID. Given the data, At 2013-04-07 10:43:00, Which POI id will user 178708 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-04-07 10:43:00, user 178708 will visit POI id 6679.
178925	2013_3366613	The following data is a trajectory of user 178925: At 2013-06-08 11:38:00, user 178925 visited POI id 0 which is a Shopping Mall, at Ciputat, ID. At 2013-06-08 11:43:00, user 178925 visited POI id 542 which is a Office, at Ciputat, ID. Given the data, At 2013-06-08 11:45:00, Which POI id will user 178925 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-06-08 11:45:00, user 178925 will visit POI id 3119.
252278	2013_5994542	The following data is a trajectory of user 252278: At 2013-08-25 08:32:00, user 252278 visited POI id 11000 which is a Bookstore, at Ciputat, ID. At 2013-08-25 08:48:00, user 252278 visited POI id 7142 which is a Electronics Store, at Ciputat, ID. Given the data, At 2013-08-25 11:23:00, Which POI id will user 252278 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-08-25 11:23:00, user 252278 will visit POI id 11310.
203458	2013_4440033	The following data is a trajectory of user 203458: At 2012-07-28 06:33:00, user 203458 visited POI id 4764 which is a Chinese Restaurant, at Ciputat, ID. Given the data, At 2012-07-28 12:21:00, Which POI id will user 203458 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-07-28 12:21:00, user 203458 will visit POI id 8158.
70701	2013_1583653	The following data is a trajectory of user 70701: At 2012-05-24 06:31:00, user 70701 visited POI id 8405 which is a Bookstore, at Ciputat, ID. At 2012-05-24 08:08:00, user 70701 visited POI id 8382 which is a Food Truck, at Ciputat, ID. At 2012-05-24 08:43:00, user 70701 visited POI id 8407 which is a Mosque, at Ciputat, ID. Given the data, At 2012-05-24 09:41:00, Which POI id will user 70701 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-05-24 09:41:00, user 70701 will visit POI id 8408.
29699	2013_732380	The following data is a trajectory of user 29699: At 2013-05-18 07:50:00, user 29699 visited POI id 7001 which is a Food Truck, at Ciputat, ID. Given the data, At 2013-05-18 08:36:00, Which POI id will user 29699 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2013-05-18 08:36:00, user 29699 will visit POI id 964.
220779	2013_5056072	The following data is a trajectory of user 220779: At 2012-12-02 20:27:00, user 220779 visited POI id 4871 which is a Indonesian Restaurant, at Tangerang, ID. At 2012-12-02 22:27:00, user 220779 visited POI id 272 which is a Bike Shop, at Tangerang, ID. At 2012-12-02 23:28:00, user 220779 visited POI id 2297 which is a Playground, at Tangerang, ID. At 2012-12-03 00:27:00, user 220779 visited POI id 1811 which is a Asian Restaurant, at Tangerang, ID. At 2012-12-03 01:27:00, user 220779 visited POI id 1014 which is a Indonesian Restaurant, at Tangerang, ID. At 2012-12-03 02:27:00, user 220779 visited POI id 3672 which is a Ramen Restaurant, at Tangerang, ID. At 2012-12-03 03:30:00, user 220779 visited POI id 3878 which is a Indonesian Restaurant, at Tangerang, ID. At 2012-12-03 04:27:00, user 220779 visited POI id 287 which is a Shopping Mall, at Tangerang, ID. At 2012-12-03 05:27:00, user 220779 visited POI id 1640 which is a Karaoke Bar, at Tangerang, ID. At 2012-12-03 06:27:00, user 220779 visited POI id 675 which is a Asian Restaurant, at Tangerang, ID. At 2012-12-03 08:31:00, user 220779 visited POI id 7828 which is a Chinese Restaurant, at Tangerang, ID. At 2012-12-03 09:28:00, user 220779 visited POI id 4350 which is a Gift Shop, at Tangerang, ID. At 2012-12-03 10:28:00, user 220779 visited POI id 158 which is a Asian Restaurant, at Tangerang, ID. At 2012-12-03 11:28:00, user 220779 visited POI id 5332 which is a Sandwich Place, at Tangerang, ID. At 2012-12-03 12:31:00, user 220779 visited POI id 5408 which is a Indonesian Restaurant, at Ciputat, ID. At 2012-12-03 15:27:00, user 220779 visited POI id 3007 which is a Burger Joint, at Ciputat, ID. At 2012-12-03 17:28:00, user 220779 visited POI id 2823 which is a Beer Garden, at Tangerang, ID. At 2012-12-03 19:27:00, user 220779 visited POI id 6888 which is a Donut Shop, at Tangerang, ID. At 2012-12-03 20:28:00, user 220779 visited POI id 4307 which is a Pizza Place, at Tangerang, ID. At 2012-12-03 21:27:00, user 220779 visited POI id 1450 which is a Lake, at Ciputat, ID. At 2012-12-03 22:28:00, user 220779 visited POI id 8747 which is a Café, at Tangerang, ID. At 2012-12-04 00:27:00, user 220779 visited POI id 899 which is a Food & Drink Shop, at Tangerang, ID. At 2012-12-04 05:27:00, user 220779 visited POI id 1718 which is a Pool, at Tangerang, ID. At 2012-12-04 06:27:00, user 220779 visited POI id 1450 which is a Lake, at Ciputat, ID. At 2012-12-04 08:27:00, user 220779 visited POI id 1137 which is a Garden, at Tangerang, ID. At 2012-12-04 09:28:00, user 220779 visited POI id 4846 which is a Pool, at Tangerang, ID. At 2012-12-04 10:27:00, user 220779 visited POI id 3103 which is a Ramen Restaurant, at Tangerang, ID. At 2012-12-04 11:27:00, user 220779 visited POI id 4741 which is a Chinese Restaurant, at Tangerang, ID. At 2012-12-04 12:27:00, user 220779 visited POI id 1450 which is a Lake, at Ciputat, ID. At 2012-12-04 17:29:00, user 220779 visited POI id 4318 which is a Paper / Office Supplies Store, at Tangerang, ID. At 2012-12-04 18:28:00, user 220779 visited POI id 159 which is a Restaurant, at Tangerang, ID. At 2012-12-04 19:28:00, user 220779 visited POI id 7828 which is a Chinese Restaurant, at Tangerang, ID. At 2012-12-04 21:27:00, user 220779 visited POI id 229 which is a Food Court, at Tangerang, ID. At 2012-12-05 00:27:00, user 220779 visited POI id 849 which is a Food & Drink Shop, at Tangerang, ID. At 2012-12-05 01:27:00, user 220779 visited POI id 5007 which is a Ramen Restaurant, at Tangerang, ID. At 2012-12-05 05:30:00, user 220779 visited POI id 382 which is a Park, at Tangerang, ID. At 2012-12-05 06:27:00, user 220779 visited POI id 3253 which is a BBQ Joint, at Ciputat, ID. At 2012-12-05 07:27:00, user 220779 visited POI id 7956 which is a Racetrack, at Tangerang, ID. At 2012-12-05 08:27:00, user 220779 visited POI id 1148 which is a Salon / Barbershop, at Tangerang, ID. At 2012-12-05 10:27:00, user 220779 visited POI id 8160 which is a Indonesian Restaurant, at Tangerang, ID. At 2012-12-05 11:27:00, user 220779 visited POI id 1450 which is a Lake, at Ciputat, ID. At 2012-12-05 12:27:00, user 220779 visited POI id 6654 which is a Neighborhood, at Tangerang, ID. At 2012-12-05 13:01:00, user 220779 visited POI id 1724 which is a Snack Place, at Tangerang, ID. At 2012-12-05 13:27:00, user 220779 visited POI id 229 which is a Food Court, at Tangerang, ID. At 2012-12-05 15:27:00, user 220779 visited POI id 340 which is a Food & Drink Shop, at Tangerang, ID. At 2012-12-05 16:27:00, user 220779 visited POI id 5970 which is a Bar, at Tangerang, ID. At 2012-12-05 17:27:00, user 220779 visited POI id 1934 which is a Food Truck, at Tangerang, ID. At 2012-12-05 18:27:00, user 220779 visited POI id 4846 which is a Pool, at Tangerang, ID. At 2012-12-05 19:27:00, user 220779 visited POI id 743 which is a Indonesian Restaurant, at Ciputat, ID. At 2012-12-05 20:27:00, user 220779 visited POI id 6993 which is a Convenience Store, at Ciputat, ID. At 2012-12-05 23:27:00, user 220779 visited POI id 4871 which is a Indonesian Restaurant, at Tangerang, ID. At 2012-12-06 06:27:00, user 220779 visited POI id 4307 which is a Pizza Place, at Tangerang, ID. At 2012-12-06 07:28:00, user 220779 visited POI id 1450 which is a Lake, at Ciputat, ID. At 2012-12-06 08:27:00, user 220779 visited POI id 2275 which is a Soup Place, at Tangerang, ID. At 2012-12-06 09:27:00, user 220779 visited POI id 3736 which is a Soccer Stadium, at Tangerang, ID. At 2012-12-06 10:27:00, user 220779 visited POI id 2051 which is a Fast Food Restaurant, at Tangerang, ID. Given the data, At 2012-12-06 11:27:00, Which POI id will user 220779 visit? Note that POI id is an integer in the range from 0 to 12955.	At 2012-12-06 11:27:00, user 220779 will visit POI id 6229.

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Massive-STEPS-Tangerang

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

.
├── tangerang_checkins_test.csv # test set check-ins
├── tangerang_checkins_train.csv # train set check-ins
├── tangerang_checkins_validation.csv # validation set check-ins
├── tangerang_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 tangerang_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_5419,192,2041,,,,,Department Store,4bf58dd8d48988d1f6941735,282,Ciputat,-6.2375,106.69556,ID,2012-06-11 06:32:00
2013_5419,192,160,-6.188747312605202,106.73416130805344,Gramedia,"Puri Indah Mall, Lt. 1",Bookstore,4bf58dd8d48988d114951735,38,Ciputat,-6.2375,106.69556,ID,2012-06-11 06:36:00
2013_5419,192,285,-6.187547915750801,106.73439421762745,Puri XXI,"Puri Indah Mall, 2nd Floor",Multiplex,4bf58dd8d48988d180941735,159,Ciputat,-6.2375,106.69556,ID,2012-06-11 10:01:00
2013_5433,192,1,-6.188446351899339,106.73415554887589,Puri Indah Mall,Jalan Puri Indah Raya,Shopping Mall,4bf58dd8d48988d1fd941735,296,Ciputat,-6.2375,106.69556,ID,2012-07-30 08:12:00
2013_5433,192,611,-6.1884273738989455,106.7341947555542,Ichiban Sushi,"Mall Puri Indah, Lt. 2 #208",Sushi Restaurant,4bf58dd8d48988d1d2941735,231,Ciputat,-6.2375,106.69556,ID,2012-07-30 08:46:00

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
Tangerang 🇮🇩	1,437	15,984	12,956	45,521	32,085	4,499	8,937

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-Tangerang

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