Datasets:

CRUISEResearchGroup
/

Massive-STEPS-Melbourne

user_id stringclasses 642 values	trail_id stringlengths 8 12	inputs stringlengths 263 3.75k	targets stringlengths 54 59
78299	2013_1726469	The following data is a trajectory of user 78299: At 2012-05-27 21:40:00, user 78299 visited POI id 4490 which is a Light Rail Station, at West Melbourne, AU. Given the data, At 2012-05-27 22:22:00, Which POI id will user 78299 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-27 22:22:00, user 78299 will visit POI id 3490.
69636	2013_1562220	The following data is a trajectory of user 69636: At 2013-03-07 09:35:00, user 69636 visited POI id 2100 which is a Pub, at West Melbourne, AU. Given the data, At 2013-03-07 09:45:00, Which POI id will user 69636 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-03-07 09:45:00, user 69636 will visit POI id 307.
18999	2018_387436	The following data is a trajectory of user 18999: At 2017-10-07 04:26:00, user 18999 visited POI id 1199 which is a Cupcake Shop, at Southbank, AU. At 2017-10-07 04:34:00, user 18999 visited POI id 6893 which is a Coffee Shop, at Southbank, AU. Given the data, At 2017-10-07 06:46:00, Which POI id will user 18999 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2017-10-07 06:46:00, user 18999 will visit POI id 7154.
78299	2013_1726454	The following data is a trajectory of user 78299: At 2012-04-29 01:43:00, user 78299 visited POI id 342 which is a Market, at West Melbourne, AU. At 2012-04-29 03:19:00, user 78299 visited POI id 3532 which is a Light Rail Station, at Carlton, AU. At 2012-04-29 03:48:00, user 78299 visited POI id 785 which is a Beer Garden, at Coburg, AU. Given the data, At 2012-04-29 04:59:00, Which POI id will user 78299 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-04-29 04:59:00, user 78299 will visit POI id 4490.
176729	2018_2688839	The following data is a trajectory of user 176729: At 2018-06-20 05:38:00, user 176729 visited POI id 334 which is a Shopping Mall, at Chadstone, AU. At 2018-06-20 06:49:00, user 176729 visited POI id 1527 which is a Café, at Chadstone, AU. Given the data, At 2018-06-20 07:00:00, Which POI id will user 176729 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-06-20 07:00:00, user 176729 will visit POI id 1499.
4897	2013_128090	The following data is a trajectory of user 4897: At 2012-07-29 02:25:00, user 4897 visited POI id 337 which is a Grocery Store, at Collingwood, AU. At 2012-07-29 03:39:00, user 4897 visited POI id 1422 which is a Pub, at North Fitzroy, AU. Given the data, At 2012-07-29 06:01:00, Which POI id will user 4897 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-07-29 06:01:00, user 4897 will visit POI id 3581.
69636	2013_1562215	The following data is a trajectory of user 69636: At 2012-11-17 02:35:00, user 69636 visited POI id 2428 which is a Café, at Brighton, AU. Given the data, At 2012-11-17 02:41:00, Which POI id will user 69636 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-11-17 02:41:00, user 69636 will visit POI id 4433.
12179	2013_313367	The following data is a trajectory of user 12179: At 2012-06-05 08:37:00, user 12179 visited POI id 1748 which is a Australian Restaurant, at Northcote, AU. Given the data, At 2012-06-05 09:24:00, Which POI id will user 12179 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-06-05 09:24:00, user 12179 will visit POI id 789.
254443	2013_6053259	The following data is a trajectory of user 254443: At 2012-08-11 23:54:00, user 254443 visited POI id 1226 which is a Café, at Elwood, AU. At 2012-08-12 02:22:00, user 254443 visited POI id 912 which is a Train Station, at Ripponlea, AU. Given the data, At 2012-08-12 03:20:00, Which POI id will user 254443 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-08-12 03:20:00, user 254443 will visit POI id 971.
272576	2018_3352587	The following data is a trajectory of user 272576: At 2018-05-29 00:02:00, user 272576 visited POI id 5366 which is a Coffee Shop, at West Melbourne, AU. At 2018-05-29 02:00:00, user 272576 visited POI id 4362 which is a Chocolate Shop, at Southbank, AU. Given the data, At 2018-05-29 02:44:00, Which POI id will user 272576 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-05-29 02:44:00, user 272576 will visit POI id 746.
249849	2013_5928859	The following data is a trajectory of user 249849: At 2012-05-11 09:40:00, user 249849 visited POI id 3176 which is a Salon / Barbershop, at Southbank, AU. Given the data, At 2012-05-11 13:22:00, Which POI id will user 249849 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-11 13:22:00, user 249849 will visit POI id 1155.
39618	2018_802862	The following data is a trajectory of user 39618: At 2018-03-07 04:25:00, user 39618 visited POI id 567 which is a Train Station, at Docklands, AU. At 2018-03-07 05:00:00, user 39618 visited POI id 2171 which is a Fast Food Restaurant, at Southbank, AU. Given the data, At 2018-03-07 06:04:00, Which POI id will user 39618 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-03-07 06:04:00, user 39618 will visit POI id 7456.
190760	2013_3919278	The following data is a trajectory of user 190760: At 2012-05-31 13:27:00, user 190760 visited POI id 4076 which is a Home (private), at Richmond, AU. Given the data, At 2012-05-31 16:02:00, Which POI id will user 190760 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-31 16:02:00, user 190760 will visit POI id 4364.
141001	2013_2771463	The following data is a trajectory of user 141001: At 2012-10-28 01:29:00, user 141001 visited POI id 6482 which is a Home (private), at St Kilda East, AU. At 2012-10-28 01:38:00, user 141001 visited POI id 5954 which is a Light Rail Station, at Toorak, AU. At 2012-10-28 01:40:00, user 141001 visited POI id 383 which is a Road, at Toorak, AU. At 2012-10-28 03:25:00, user 141001 visited POI id 5223 which is a Drugstore, at Caulfield North, AU. At 2012-10-28 04:09:00, user 141001 visited POI id 1546 which is a Shopping Mall, at Caulfield North, AU. At 2012-10-28 08:08:00, user 141001 visited POI id 6482 which is a Home (private), at St Kilda East, AU. Given the data, At 2012-10-28 08:11:00, Which POI id will user 141001 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-10-28 08:11:00, user 141001 will visit POI id 6612.
4092	2018_87965	The following data is a trajectory of user 4092: At 2018-03-22 20:33:00, user 4092 visited POI id 391 which is a Airport, at Greenvale, AU. At 2018-03-22 22:53:00, user 4092 visited POI id 13 which is a Hotel, at East Melbourne, AU. At 2018-03-23 03:40:00, user 4092 visited POI id 6858 which is a Racetrack, at Middle Park, AU. At 2018-03-23 08:06:00, user 4092 visited POI id 7356 which is a Club House, at Middle Park, AU. Given the data, At 2018-03-23 13:00:00, Which POI id will user 4092 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-03-23 13:00:00, user 4092 will visit POI id 13.
220282	2013_5039038	The following data is a trajectory of user 220282: At 2012-11-01 02:51:00, user 220282 visited POI id 3644 which is a Residential Building (Apartment / Condo), at Carlton, AU. Given the data, At 2012-11-01 06:37:00, Which POI id will user 220282 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-11-01 06:37:00, user 220282 will visit POI id 5810.
220283	2013_5039075	The following data is a trajectory of user 220283: At 2012-04-05 08:59:00, user 220283 visited POI id 6070 which is a Rest Area, at Essendon North, AU. Given the data, At 2012-04-05 09:01:00, Which POI id will user 220283 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-04-05 09:01:00, user 220283 will visit POI id 6165.
170	2013_4835	The following data is a trajectory of user 170: At 2012-10-27 21:24:00, user 170 visited POI id 6610 which is a Park, at Southbank, AU. Given the data, At 2012-10-28 01:16:00, Which POI id will user 170 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-10-28 01:16:00, user 170 will visit POI id 5519.
214821	2013_4853229	The following data is a trajectory of user 214821: At 2012-08-18 09:49:00, user 214821 visited POI id 139 which is a Restaurant, at Southbank, AU. At 2012-08-18 12:53:00, user 214821 visited POI id 633 which is a Bar, at Southbank, AU. Given the data, At 2012-08-18 13:34:00, Which POI id will user 214821 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-08-18 13:34:00, user 214821 will visit POI id 139.
193282	2013_4029403	The following data is a trajectory of user 193282: At 2012-05-17 07:35:00, user 193282 visited POI id 4736 which is a Clothing Store, at Southbank, AU. Given the data, At 2012-05-17 07:58:00, Which POI id will user 193282 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-17 07:58:00, user 193282 will visit POI id 1306.
23851	2013_598092	The following data is a trajectory of user 23851: At 2012-05-11 07:05:00, user 23851 visited POI id 1360 which is a Hotel, at Carlton, AU. Given the data, At 2012-05-11 10:00:00, Which POI id will user 23851 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-11 10:00:00, user 23851 will visit POI id 68.
197170	2013_4189984	The following data is a trajectory of user 197170: At 2012-11-07 08:46:00, user 197170 visited POI id 2261 which is a Mexican Restaurant, at Windsor, AU. Given the data, At 2012-11-07 09:45:00, Which POI id will user 197170 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-11-07 09:45:00, user 197170 will visit POI id 698.
116761	2013_2395486	The following data is a trajectory of user 116761: At 2012-04-19 23:28:00, user 116761 visited POI id 4014 which is a College Academic Building, at East Melbourne, AU. At 2012-04-20 02:09:00, user 116761 visited POI id 2374 which is a Café, at Carlton, AU. Given the data, At 2012-04-20 03:59:00, Which POI id will user 116761 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-04-20 03:59:00, user 116761 will visit POI id 6088.
4897	2013_128087	The following data is a trajectory of user 4897: At 2012-07-03 06:05:00, user 4897 visited POI id 674 which is a Pub, at Collingwood, AU. Given the data, At 2012-07-03 06:29:00, Which POI id will user 4897 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-07-03 06:29:00, user 4897 will visit POI id 754.
103033	2018_1807976	The following data is a trajectory of user 103033: At 2018-06-15 08:05:00, user 103033 visited POI id 3319 which is a Pub, at Preston, AU. Given the data, At 2018-06-15 11:47:00, Which POI id will user 103033 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-06-15 11:47:00, user 103033 will visit POI id 4996.
181832	2013_3511005	The following data is a trajectory of user 181832: At 2013-04-10 22:37:00, user 181832 visited POI id 5334 which is a Platform, at Carlton, AU. Given the data, At 2013-04-10 22:43:00, Which POI id will user 181832 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-04-10 22:43:00, user 181832 will visit POI id 342.
140577	2013_2765336	The following data is a trajectory of user 140577: At 2012-06-01 09:13:00, user 140577 visited POI id 5256 which is a American Restaurant, at Nunawading, AU. Given the data, At 2012-06-01 11:31:00, Which POI id will user 140577 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-06-01 11:31:00, user 140577 will visit POI id 1790.
214800	2018_2981114	The following data is a trajectory of user 214800: At 2017-11-23 00:38:00, user 214800 visited POI id 2375 which is a Hospital, at Hoppers Crossing, AU. At 2017-11-23 01:46:00, user 214800 visited POI id 1050 which is a Shopping Mall, at Hoppers Crossing, AU. At 2017-11-23 02:09:00, user 214800 visited POI id 7532 which is a Ramen Restaurant, at Hoppers Crossing, AU. Given the data, At 2017-11-23 02:22:00, Which POI id will user 214800 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2017-11-23 02:22:00, user 214800 will visit POI id 7568.
168061	2013_3160133	The following data is a trajectory of user 168061: At 2012-07-15 08:20:00, user 168061 visited POI id 417 which is a Football Stadium, at Docklands, AU. Given the data, At 2012-07-15 08:32:00, Which POI id will user 168061 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-07-15 08:32:00, user 168061 will visit POI id 6370.
152049	2018_2437531	The following data is a trajectory of user 152049: At 2017-12-28 00:09:00, user 152049 visited POI id 320 which is a Cricket Ground, at East Melbourne, AU. Given the data, At 2017-12-28 07:56:00, Which POI id will user 152049 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2017-12-28 07:56:00, user 152049 will visit POI id 71.
1213	2013_32906	The following data is a trajectory of user 1213: At 2012-06-15 09:36:00, user 1213 visited POI id 315 which is a Theater, at Southbank, AU. Given the data, At 2012-06-15 13:11:00, Which POI id will user 1213 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-06-15 13:11:00, user 1213 will visit POI id 3067.
210522	2013_4700188	The following data is a trajectory of user 210522: At 2012-10-12 06:35:00, user 210522 visited POI id 6158 which is a Australian Restaurant, at Southbank, AU. Given the data, At 2012-10-12 07:50:00, Which POI id will user 210522 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-10-12 07:50:00, user 210522 will visit POI id 2680.
237890	2013_5589274	The following data is a trajectory of user 237890: At 2013-03-24 02:30:00, user 237890 visited POI id 4736 which is a Clothing Store, at Southbank, AU. Given the data, At 2013-03-24 04:31:00, Which POI id will user 237890 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-03-24 04:31:00, user 237890 will visit POI id 1897.
37603	2018_763656	The following data is a trajectory of user 37603: At 2017-10-05 01:11:00, user 37603 visited POI id 2661 which is a Train Station, at Thomastown, AU. At 2017-10-05 01:34:00, user 37603 visited POI id 6984 which is a Bakery, at Mill Park, AU. At 2017-10-05 01:50:00, user 37603 visited POI id 1803 which is a Shopping Mall, at Mill Park, AU. At 2017-10-05 02:16:00, user 37603 visited POI id 3346 which is a Supermarket, at Mill Park, AU. At 2017-10-05 02:27:00, user 37603 visited POI id 3553 which is a Department Store, at Mill Park, AU. At 2017-10-05 02:48:00, user 37603 visited POI id 3345 which is a Department Store, at Mill Park, AU. At 2017-10-05 03:26:00, user 37603 visited POI id 3261 which is a Grocery Store, at Mill Park, AU. At 2017-10-05 03:48:00, user 37603 visited POI id 5706 which is a Train Station, at Mill Park, AU. At 2017-10-05 04:13:00, user 37603 visited POI id 3869 which is a Post Office, at Thomastown, AU. At 2017-10-05 06:13:00, user 37603 visited POI id 531 which is a Shopping Mall, at Carlton, AU. At 2017-10-05 06:18:00, user 37603 visited POI id 1163 which is a Supermarket, at Carlton, AU. At 2017-10-05 06:50:00, user 37603 visited POI id 7332 which is a Intersection, at Carlton, AU. At 2017-10-05 07:55:00, user 37603 visited POI id 6388 which is a Neighborhood, at Carlton, AU. At 2017-10-05 08:06:00, user 37603 visited POI id 275 which is a Ice Cream Shop, at Carlton, AU. At 2017-10-05 08:45:00, user 37603 visited POI id 1173 which is a Thai Restaurant, at Carlton, AU. At 2017-10-05 09:32:00, user 37603 visited POI id 7514 which is a Coffee Shop, at Carlton, AU. Given the data, At 2017-10-05 09:58:00, Which POI id will user 37603 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2017-10-05 09:58:00, user 37603 will visit POI id 1463.
21044	2013_531546	The following data is a trajectory of user 21044: At 2012-04-19 00:17:00, user 21044 visited POI id 1661 which is a Hospital, at East Melbourne, AU. At 2012-04-19 02:07:00, user 21044 visited POI id 5460 which is a Italian Restaurant, at East Melbourne, AU. Given the data, At 2012-04-19 04:27:00, Which POI id will user 21044 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-04-19 04:27:00, user 21044 will visit POI id 5411.
7027	2013_183557	The following data is a trajectory of user 7027: At 2012-11-01 00:41:00, user 7027 visited POI id 2435 which is a Café, at Southbank, AU. At 2012-11-01 02:33:00, user 7027 visited POI id 679 which is a Office, at Southbank, AU. Given the data, At 2012-11-01 09:24:00, Which POI id will user 7027 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-11-01 09:24:00, user 7027 will visit POI id 4982.
137466	2013_2720005	The following data is a trajectory of user 137466: At 2012-11-17 02:15:00, user 137466 visited POI id 4121 which is a Monument / Landmark, at Carlton, AU. At 2012-11-17 02:50:00, user 137466 visited POI id 4849 which is a Café, at Southbank, AU. At 2012-11-17 04:56:00, user 137466 visited POI id 2751 which is a Church, at Southbank, AU. Given the data, At 2012-11-17 08:33:00, Which POI id will user 137466 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-11-17 08:33:00, user 137466 will visit POI id 46.
193282	2013_4029406	The following data is a trajectory of user 193282: At 2012-07-07 06:05:00, user 193282 visited POI id 5385 which is a Furniture / Home Store, at Chadstone, AU. Given the data, At 2012-07-07 10:25:00, Which POI id will user 193282 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-07-07 10:25:00, user 193282 will visit POI id 964.
79896	2013_1756064	The following data is a trajectory of user 79896: At 2012-05-12 04:58:00, user 79896 visited POI id 4638 which is a Middle Eastern Restaurant, at Coburg, AU. At 2012-05-12 06:23:00, user 79896 visited POI id 3405 which is a Department Store, at Carlton North, AU. At 2012-05-12 07:30:00, user 79896 visited POI id 597 which is a Coffee Shop, at Southbank, AU. Given the data, At 2012-05-14 10:19:00, Which POI id will user 79896 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-14 10:19:00, user 79896 will visit POI id 1095.
213799	2013_4817774	The following data is a trajectory of user 213799: At 2012-06-03 04:37:00, user 213799 visited POI id 3050 which is a Skating Rink, at West Melbourne, AU. Given the data, At 2012-06-03 07:29:00, Which POI id will user 213799 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-06-03 07:29:00, user 213799 will visit POI id 2394.
2200	2013_58861	The following data is a trajectory of user 2200: At 2012-05-05 05:41:00, user 2200 visited POI id 334 which is a Shopping Mall, at Chadstone, AU. At 2012-05-05 06:16:00, user 2200 visited POI id 521 which is a Electronics Store, at Chadstone, AU. At 2012-05-05 06:21:00, user 2200 visited POI id 5316 which is a Candy Store, at Chadstone, AU. Given the data, At 2012-05-05 09:06:00, Which POI id will user 2200 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-05 09:06:00, user 2200 will visit POI id 4398.
168960	2013_3173590	The following data is a trajectory of user 168960: At 2013-06-24 11:04:00, user 168960 visited POI id 587 which is a Shopping Mall, at Carlton, AU. Given the data, At 2013-06-24 11:13:00, Which POI id will user 168960 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-06-24 11:13:00, user 168960 will visit POI id 1798.
82504	2013_1804311	The following data is a trajectory of user 82504: At 2013-04-04 10:07:00, user 82504 visited POI id 2420 which is a Korean Restaurant, at Southbank, AU. Given the data, At 2013-04-04 10:55:00, Which POI id will user 82504 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-04-04 10:55:00, user 82504 will visit POI id 6023.
154647	2013_2972191	The following data is a trajectory of user 154647: At 2012-06-14 06:30:00, user 154647 visited POI id 333 which is a Clothing Store, at Southbank, AU. Given the data, At 2012-06-14 06:43:00, Which POI id will user 154647 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-06-14 06:43:00, user 154647 will visit POI id 5258.
37223	2013_901528	The following data is a trajectory of user 37223: At 2012-05-10 23:18:00, user 37223 visited POI id 5814 which is a Café, at Docklands, AU. At 2012-05-11 02:18:00, user 37223 visited POI id 5584 which is a Chinese Restaurant, at Docklands, AU. At 2012-05-11 02:43:00, user 37223 visited POI id 3656 which is a Bakery, at Docklands, AU. At 2012-05-11 08:22:00, user 37223 visited POI id 1094 which is a Restaurant, at Docklands, AU. At 2012-05-11 09:25:00, user 37223 visited POI id 5560 which is a Australian Restaurant, at Carlton, AU. Given the data, At 2012-05-11 13:02:00, Which POI id will user 37223 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-11 13:02:00, user 37223 will visit POI id 1155.
162013	2013_3076215	The following data is a trajectory of user 162013: At 2012-05-12 04:21:00, user 162013 visited POI id 6055 which is a Malay Restaurant, at Carlton, AU. At 2012-05-12 10:30:00, user 162013 visited POI id 3709 which is a Ramen Restaurant, at Carlton, AU. Given the data, At 2012-05-12 11:19:00, Which POI id will user 162013 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-12 11:19:00, user 162013 will visit POI id 6023.
69961	2018_1323542	The following data is a trajectory of user 69961: At 2017-12-16 03:37:00, user 69961 visited POI id 3525 which is a Dessert Shop, at Windsor, AU. At 2017-12-16 04:20:00, user 69961 visited POI id 474 which is a Market, at Windsor, AU. Given the data, At 2017-12-16 08:16:00, Which POI id will user 69961 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2017-12-16 08:16:00, user 69961 will visit POI id 7640.
210522	2013_4700191	The following data is a trajectory of user 210522: At 2012-11-30 23:24:00, user 210522 visited POI id 5534 which is a Italian Restaurant, at Middle Park, AU. Given the data, At 2012-12-01 03:54:00, Which POI id will user 210522 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-12-01 03:54:00, user 210522 will visit POI id 1019.
160846	2013_3059858	The following data is a trajectory of user 160846: At 2013-05-15 04:04:00, user 160846 visited POI id 531 which is a Shopping Mall, at Carlton, AU. Given the data, At 2013-05-15 04:13:00, Which POI id will user 160846 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-05-15 04:13:00, user 160846 will visit POI id 1356.
175382	2013_3259019	The following data is a trajectory of user 175382: At 2012-07-04 00:26:00, user 175382 visited POI id 1300 which is a Office, at Alphington, AU. At 2012-07-04 00:52:00, user 175382 visited POI id 851 which is a Café, at Abbotsford, AU. At 2012-07-04 03:40:00, user 175382 visited POI id 1511 which is a Shopping Mall, at Nunawading, AU. Given the data, At 2012-07-04 06:01:00, Which POI id will user 175382 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-07-04 06:01:00, user 175382 will visit POI id 5320.
253147	2013_6018122	The following data is a trajectory of user 253147: At 2012-08-05 09:10:00, user 253147 visited POI id 343 which is a Casino, at Southbank, AU. Given the data, At 2012-08-05 09:54:00, Which POI id will user 253147 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-08-05 09:54:00, user 253147 will visit POI id 2802.
4449	2013_116843	The following data is a trajectory of user 4449: At 2013-03-05 08:56:00, user 4449 visited POI id 6676 which is a Bar, at Richmond, AU. Given the data, At 2013-03-05 13:22:00, Which POI id will user 4449 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-03-05 13:22:00, user 4449 will visit POI id 6280.
168061	2013_3160136	The following data is a trajectory of user 168061: At 2012-08-12 02:18:00, user 168061 visited POI id 659 which is a Train Station, at Footscray, AU. At 2012-08-12 03:18:00, user 168061 visited POI id 1985 which is a Coffee Shop, at Docklands, AU. At 2012-08-12 03:21:00, user 168061 visited POI id 417 which is a Football Stadium, at Docklands, AU. Given the data, At 2012-08-12 09:39:00, Which POI id will user 168061 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-08-12 09:39:00, user 168061 will visit POI id 2784.
191131	2013_3935872	The following data is a trajectory of user 191131: At 2013-02-08 01:28:00, user 191131 visited POI id 4626 which is a Department Store, at Southbank, AU. Given the data, At 2013-02-08 02:57:00, Which POI id will user 191131 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-02-08 02:57:00, user 191131 will visit POI id 5583.
182254	2013_3530629	The following data is a trajectory of user 182254: At 2013-04-25 22:32:00, user 182254 visited POI id 3285 which is a Non-Profit, at Carlton, AU. At 2013-04-26 02:36:00, user 182254 visited POI id 4690 which is a Office, at Carlton, AU. Given the data, At 2013-04-26 07:19:00, Which POI id will user 182254 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-04-26 07:19:00, user 182254 will visit POI id 1463.
103334	2013_2171260	The following data is a trajectory of user 103334: At 2013-05-22 07:23:00, user 103334 visited POI id 565 which is a Radio Station, at Northcote, AU. Given the data, At 2013-05-22 07:54:00, Which POI id will user 103334 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-05-22 07:54:00, user 103334 will visit POI id 5768.
181832	2013_3510980	The following data is a trajectory of user 181832: At 2012-12-15 00:35:00, user 181832 visited POI id 567 which is a Train Station, at Docklands, AU. At 2012-12-15 06:27:00, user 181832 visited POI id 166 which is a Racetrack, at Ascot Vale, AU. Given the data, At 2012-12-15 10:08:00, Which POI id will user 181832 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-12-15 10:08:00, user 181832 will visit POI id 1366.
105253	2013_2204110	The following data is a trajectory of user 105253: At 2012-05-02 00:37:00, user 105253 visited POI id 3519 which is a Dessert Shop, at Carlton, AU. At 2012-05-02 01:14:00, user 105253 visited POI id 3696 which is a Sporting Goods Shop, at Carlton, AU. At 2012-05-02 01:36:00, user 105253 visited POI id 1918 which is a Gym, at Carlton, AU. At 2012-05-02 08:07:00, user 105253 visited POI id 309 which is a Concert Hall, at Carlton, AU. Given the data, At 2012-05-02 08:08:00, Which POI id will user 105253 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-02 08:08:00, user 105253 will visit POI id 5176.
181705	2013_3505019	The following data is a trajectory of user 181705: At 2013-01-22 11:06:00, user 181705 visited POI id 5691 which is a Gym, at North Fitzroy, AU. Given the data, At 2013-01-22 13:26:00, Which POI id will user 181705 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-01-22 13:26:00, user 181705 will visit POI id 3960.
227077	2018_3067651	The following data is a trajectory of user 227077: At 2018-08-11 06:39:00, user 227077 visited POI id 7216 which is a Neighborhood, at Southbank, AU. At 2018-08-11 07:37:00, user 227077 visited POI id 2883 which is a Café, at Southbank, AU. At 2018-08-11 09:35:00, user 227077 visited POI id 4448 which is a Pool Hall, at Carlton, AU. Given the data, At 2018-08-11 10:24:00, Which POI id will user 227077 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-08-11 10:24:00, user 227077 will visit POI id 7209.
1213	2013_32937	The following data is a trajectory of user 1213: At 2013-01-06 21:36:00, user 1213 visited POI id 4729 which is a Hardware Store, at Moorabbin, AU. Given the data, At 2013-01-06 22:24:00, Which POI id will user 1213 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-01-06 22:24:00, user 1213 will visit POI id 5298.
123077	2013_2496621	The following data is a trajectory of user 123077: At 2012-06-01 09:40:00, user 123077 visited POI id 4947 which is a Football Stadium, at East Melbourne, AU. Given the data, At 2012-06-01 12:03:00, Which POI id will user 123077 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-06-01 12:03:00, user 123077 will visit POI id 67.
197170	2013_4189976	The following data is a trajectory of user 197170: At 2012-07-28 04:37:00, user 197170 visited POI id 1074 which is a Shopping Mall, at Knoxfield, AU. Given the data, At 2012-07-28 04:45:00, Which POI id will user 197170 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-07-28 04:45:00, user 197170 will visit POI id 1734.
191131	2013_3935848	The following data is a trajectory of user 191131: At 2012-05-19 06:43:00, user 191131 visited POI id 6235 which is a Snack Place, at Southbank, AU. At 2012-05-19 06:58:00, user 191131 visited POI id 993 which is a Plaza, at Southbank, AU. At 2012-05-19 07:19:00, user 191131 visited POI id 350 which is a Department Store, at Southbank, AU. At 2012-05-19 08:09:00, user 191131 visited POI id 566 which is a Breakfast Spot, at West Melbourne, AU. Given the data, At 2012-05-19 09:09:00, Which POI id will user 191131 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-19 09:09:00, user 191131 will visit POI id 1095.
237890	2013_5589267	The following data is a trajectory of user 237890: At 2013-01-03 06:12:00, user 237890 visited POI id 185 which is a Beach, at Middle Park, AU. Given the data, At 2013-01-03 07:45:00, Which POI id will user 237890 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-01-03 07:45:00, user 237890 will visit POI id 4537.
196904	2018_2848996	The following data is a trajectory of user 196904: At 2017-10-28 02:34:00, user 196904 visited POI id 4350 which is a Furniture / Home Store, at Coburg, AU. At 2017-10-28 03:24:00, user 196904 visited POI id 369 which is a Shopping Mall, at Heidelberg West, AU. At 2017-10-28 03:27:00, user 196904 visited POI id 2110 which is a Department Store, at Heidelberg West, AU. At 2017-10-28 05:10:00, user 196904 visited POI id 3804 which is a Food Court, at Heidelberg West, AU. At 2017-10-28 05:42:00, user 196904 visited POI id 3032 which is a Big Box Store, at Heidelberg West, AU. At 2017-10-28 06:18:00, user 196904 visited POI id 7472 which is a Pharmacy, at Heidelberg West, AU. At 2017-10-28 08:23:00, user 196904 visited POI id 1039 which is a Indonesian Restaurant, at Southbank, AU. Given the data, At 2017-10-28 10:10:00, Which POI id will user 196904 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2017-10-28 10:10:00, user 196904 will visit POI id 196.
186447	2013_3726738	The following data is a trajectory of user 186447: At 2013-03-31 23:18:00, user 186447 visited POI id 369 which is a Shopping Mall, at Heidelberg West, AU. Given the data, At 2013-03-31 23:19:00, Which POI id will user 186447 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-03-31 23:19:00, user 186447 will visit POI id 5857.
42854	2018_863261	The following data is a trajectory of user 42854: At 2018-02-22 22:30:00, user 42854 visited POI id 7428 which is a Health & Beauty Service, at Richmond, AU. Given the data, At 2018-02-23 02:50:00, Which POI id will user 42854 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-02-23 02:50:00, user 42854 will visit POI id 3894.
183231	2013_3579247	The following data is a trajectory of user 183231: At 2012-07-30 05:23:00, user 183231 visited POI id 2572 which is a Office, at Docklands, AU. Given the data, At 2012-07-30 05:24:00, Which POI id will user 183231 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-07-30 05:24:00, user 183231 will visit POI id 1918.
99654	2013_2108046	The following data is a trajectory of user 99654: At 2012-04-24 03:55:00, user 99654 visited POI id 2261 which is a Mexican Restaurant, at Windsor, AU. Given the data, At 2012-04-24 08:25:00, Which POI id will user 99654 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-04-24 08:25:00, user 99654 will visit POI id 5982.
181832	2013_3510978	The following data is a trajectory of user 181832: At 2012-12-11 21:32:00, user 181832 visited POI id 168 which is a Park, at Carlton, AU. At 2012-12-11 21:50:00, user 181832 visited POI id 2669 which is a Grocery Store, at Carlton, AU. Given the data, At 2012-12-11 21:53:00, Which POI id will user 181832 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-12-11 21:53:00, user 181832 will visit POI id 2040.
5507	2013_144212	The following data is a trajectory of user 5507: At 2012-05-12 03:41:00, user 5507 visited POI id 4884 which is a Coffee Shop, at Carlton, AU. Given the data, At 2012-05-12 04:31:00, Which POI id will user 5507 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-05-12 04:31:00, user 5507 will visit POI id 2839.
249849	2013_5928862	The following data is a trajectory of user 249849: At 2012-06-10 04:14:00, user 249849 visited POI id 1770 which is a Asian Restaurant, at Box Hill, AU. Given the data, At 2012-06-10 06:25:00, Which POI id will user 249849 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-06-10 06:25:00, user 249849 will visit POI id 3931.
166284	2013_3135833	The following data is a trajectory of user 166284: At 2012-10-31 08:10:00, user 166284 visited POI id 1024 which is a Sandwich Place, at Windsor, AU. Given the data, At 2012-10-31 08:11:00, Which POI id will user 166284 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-10-31 08:11:00, user 166284 will visit POI id 2767.
243961	2013_5764850	The following data is a trajectory of user 243961: At 2013-02-11 00:18:00, user 243961 visited POI id 897 which is a Hotel, at Docklands, AU. Given the data, At 2013-02-11 08:09:00, Which POI id will user 243961 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-02-11 08:09:00, user 243961 will visit POI id 1546.
48629	2013_1144625	The following data is a trajectory of user 48629: At 2013-01-30 06:15:00, user 48629 visited POI id 1787 which is a Train Station, at Reservoir, AU. At 2013-01-30 06:42:00, user 48629 visited POI id 320 which is a Cricket Ground, at East Melbourne, AU. Given the data, At 2013-01-30 08:32:00, Which POI id will user 48629 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-01-30 08:32:00, user 48629 will visit POI id 324.
184664	2013_3645930	The following data is a trajectory of user 184664: At 2013-04-28 02:02:00, user 184664 visited POI id 801 which is a Shopping Mall, at Briar Hill, AU. Given the data, At 2013-04-28 02:07:00, Which POI id will user 184664 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-04-28 02:07:00, user 184664 will visit POI id 3690.
113539	2018_1959651	The following data is a trajectory of user 113539: At 2018-02-18 21:24:00, user 113539 visited POI id 4595 which is a General College & University, at Docklands, AU. At 2018-02-19 02:17:00, user 113539 visited POI id 3498 which is a Light Rail Station, at Docklands, AU. At 2018-02-19 06:17:00, user 113539 visited POI id 388 which is a Train Station, at Southbank, AU. At 2018-02-19 06:24:00, user 113539 visited POI id 5198 which is a Platform, at Southbank, AU. Given the data, At 2018-02-19 06:27:00, Which POI id will user 113539 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-02-19 06:27:00, user 113539 will visit POI id 537.
216334	2013_4904742	The following data is a trajectory of user 216334: At 2013-05-07 23:48:00, user 216334 visited POI id 3850 which is a Soccer Field, at Carlton North, AU. Given the data, At 2013-05-08 03:09:00, Which POI id will user 216334 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-05-08 03:09:00, user 216334 will visit POI id 3997.
74509	2013_1656190	The following data is a trajectory of user 74509: At 2012-12-07 06:45:00, user 74509 visited POI id 6695 which is a Bus Station, at Maidstone, AU. At 2012-12-07 07:21:00, user 74509 visited POI id 6317 which is a Platform, at Footscray, AU. At 2012-12-07 07:41:00, user 74509 visited POI id 388 which is a Train Station, at Southbank, AU. At 2012-12-07 13:18:00, user 74509 visited POI id 1924 which is a Tourist Information Center, at Docklands, AU. Given the data, At 2012-12-07 13:24:00, Which POI id will user 74509 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-12-07 13:24:00, user 74509 will visit POI id 5318.
69332	2013_1556513	The following data is a trajectory of user 69332: At 2012-10-11 20:08:00, user 69332 visited POI id 5946 which is a Home (private), at Mentone, AU. At 2012-10-11 20:19:00, user 69332 visited POI id 1828 which is a Train Station, at Mentone, AU. Given the data, At 2012-10-11 21:34:00, Which POI id will user 69332 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-10-11 21:34:00, user 69332 will visit POI id 2288.
229495	2018_3084324	The following data is a trajectory of user 229495: At 2017-12-11 09:04:00, user 229495 visited POI id 7311 which is a Burger Joint, at Balaclava, AU. Given the data, At 2017-12-11 10:00:00, Which POI id will user 229495 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2017-12-11 10:00:00, user 229495 will visit POI id 6359.
221459	2013_5077678	The following data is a trajectory of user 221459: At 2012-11-05 09:49:00, user 221459 visited POI id 343 which is a Casino, at Southbank, AU. At 2012-11-05 10:13:00, user 221459 visited POI id 6616 which is a Pub, at Southbank, AU. Given the data, At 2012-11-05 12:10:00, Which POI id will user 221459 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-11-05 12:10:00, user 221459 will visit POI id 6626.
117163	2013_2401594	The following data is a trajectory of user 117163: At 2012-04-22 03:15:00, user 117163 visited POI id 2542 which is a Church, at East Melbourne, AU. At 2012-04-22 04:35:00, user 117163 visited POI id 3956 which is a Thai Restaurant, at Carlton, AU. Given the data, At 2012-04-22 08:12:00, Which POI id will user 117163 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-04-22 08:12:00, user 117163 will visit POI id 567.
216853	2013_4923115	The following data is a trajectory of user 216853: At 2013-03-25 08:07:00, user 216853 visited POI id 4379 which is a Korean Restaurant, at Carlton, AU. Given the data, At 2013-03-25 08:56:00, Which POI id will user 216853 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-03-25 08:56:00, user 216853 will visit POI id 530.
103712	2018_1817437	The following data is a trajectory of user 103712: At 2017-11-06 06:59:00, user 103712 visited POI id 279 which is a Beer Garden, at Southbank, AU. Given the data, At 2017-11-06 08:52:00, Which POI id will user 103712 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2017-11-06 08:52:00, user 103712 will visit POI id 324.
2200	2013_58857	The following data is a trajectory of user 2200: At 2012-04-08 04:46:00, user 2200 visited POI id 4388 which is a Liquor Store, at Northcote, AU. At 2012-04-08 08:24:00, user 2200 visited POI id 767 which is a Thai Restaurant, at Northcote, AU. Given the data, At 2012-04-08 10:20:00, Which POI id will user 2200 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-04-08 10:20:00, user 2200 will visit POI id 3307.
254443	2013_6053293	The following data is a trajectory of user 254443: At 2013-01-15 01:32:00, user 254443 visited POI id 947 which is a Bar, at South Melbourne, AU. Given the data, At 2013-01-15 05:43:00, Which POI id will user 254443 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-01-15 05:43:00, user 254443 will visit POI id 3352.
37090	2013_898378	The following data is a trajectory of user 37090: At 2012-07-17 21:14:00, user 37090 visited POI id 5833 which is a Train, at West Melbourne, AU. Given the data, At 2012-07-17 21:16:00, Which POI id will user 37090 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-07-17 21:16:00, user 37090 will visit POI id 5070.
166284	2013_3135818	The following data is a trajectory of user 166284: At 2012-06-15 11:28:00, user 166284 visited POI id 238 which is a Chinese Restaurant, at Southbank, AU. At 2012-06-15 12:47:00, user 166284 visited POI id 4553 which is a Donut Shop, at Southbank, AU. Given the data, At 2012-06-15 12:52:00, Which POI id will user 166284 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-06-15 12:52:00, user 166284 will visit POI id 2164.
142177	2018_2336399	The following data is a trajectory of user 142177: At 2018-02-06 05:41:00, user 142177 visited POI id 7412 which is a Bar, at Southbank, AU. At 2018-02-06 07:05:00, user 142177 visited POI id 196 which is a Plaza, at Southbank, AU. At 2018-02-06 07:29:00, user 142177 visited POI id 6343 which is a Bar, at Carlton, AU. Given the data, At 2018-02-06 08:19:00, Which POI id will user 142177 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-02-06 08:19:00, user 142177 will visit POI id 6906.
189802	2013_3876260	The following data is a trajectory of user 189802: At 2012-12-07 21:33:00, user 189802 visited POI id 2087 which is a Gym, at South Melbourne, AU. At 2012-12-08 00:29:00, user 189802 visited POI id 6354 which is a Neighborhood, at Chadstone, AU. At 2012-12-08 04:11:00, user 189802 visited POI id 4657 which is a Residential Building (Apartment / Condo), at South Melbourne, AU. Given the data, At 2012-12-08 08:45:00, Which POI id will user 189802 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-12-08 08:45:00, user 189802 will visit POI id 5344.
108043	2018_1884220	The following data is a trajectory of user 108043: At 2018-03-29 05:55:00, user 108043 visited POI id 7576 which is a Beer Bar, at Footscray, AU. At 2018-03-29 08:01:00, user 108043 visited POI id 7072 which is a Burger Joint, at Footscray, AU. Given the data, At 2018-03-29 08:27:00, Which POI id will user 108043 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-03-29 08:27:00, user 108043 will visit POI id 7493.
186447	2013_3726699	The following data is a trajectory of user 186447: At 2013-01-04 21:58:00, user 186447 visited POI id 5926 which is a Event Space, at Reservoir, AU. At 2013-01-04 22:13:00, user 186447 visited POI id 284 which is a Vegetarian / Vegan Restaurant, at North Fitzroy, AU. At 2013-01-05 02:38:00, user 186447 visited POI id 2664 which is a Building, at West Melbourne, AU. At 2013-01-05 07:22:00, user 186447 visited POI id 5827 which is a Coffee Shop, at Docklands, AU. Given the data, At 2013-01-05 10:34:00, Which POI id will user 186447 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-01-05 10:34:00, user 186447 will visit POI id 33.
60376	2013_1383206	The following data is a trajectory of user 60376: At 2013-01-17 10:35:00, user 60376 visited POI id 2184 which is a Thai Restaurant, at Windsor, AU. Given the data, At 2013-01-17 10:52:00, Which POI id will user 60376 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-01-17 10:52:00, user 60376 will visit POI id 6511.
165675	2018_2583848	The following data is a trajectory of user 165675: At 2018-02-10 23:16:00, user 165675 visited POI id 6917 which is a Café, at Docklands, AU. At 2018-02-11 02:16:00, user 165675 visited POI id 553 which is a Café, at Carlton, AU. At 2018-02-11 05:50:00, user 165675 visited POI id 3248 which is a Library, at Carlton, AU. At 2018-02-11 07:50:00, user 165675 visited POI id 746 which is a Historic Site, at Southbank, AU. Given the data, At 2018-02-11 10:08:00, Which POI id will user 165675 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-02-11 10:08:00, user 165675 will visit POI id 7150.
39364	2013_950084	The following data is a trajectory of user 39364: At 2013-04-01 10:22:00, user 39364 visited POI id 6590 which is a Assisted Living, at Burwood, AU. Given the data, At 2013-04-01 12:08:00, Which POI id will user 39364 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-04-01 12:08:00, user 39364 will visit POI id 6628.
186447	2013_3726726	The following data is a trajectory of user 186447: At 2013-03-12 03:06:00, user 186447 visited POI id 2907 which is a Fast Food Restaurant, at Kingsbury, AU. Given the data, At 2013-03-12 03:31:00, Which POI id will user 186447 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2013-03-12 03:31:00, user 186447 will visit POI id 5471.
74221	2018_1388940	The following data is a trajectory of user 74221: At 2018-02-08 08:39:00, user 74221 visited POI id 6963 which is a Building, at Docklands, AU. Given the data, At 2018-02-08 12:27:00, Which POI id will user 74221 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2018-02-08 12:27:00, user 74221 will visit POI id 7400.
135713	2013_2693700	The following data is a trajectory of user 135713: At 2012-07-05 22:22:00, user 135713 visited POI id 508 which is a Café, at South Melbourne, AU. Given the data, At 2012-07-06 00:02:00, Which POI id will user 135713 visit? Note that POI id is an integer in the range from 0 to 7698.	At 2012-07-06 00:02:00, user 135713 will visit POI id 649.

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Massive-STEPS-Melbourne

Dataset Summary

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

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

Dataset Sources

The dataset is derived from two sources:

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

Dataset Structure

.
├── melbourne_checkins_test.csv # test set check-ins
├── melbourne_checkins_train.csv # train set check-ins
├── melbourne_checkins_validation.csv # validation set check-ins
├── melbourne_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 melbourne_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_859,13,22,-37.801350958185104,144.96374816300963,Rydges On Swanston,701 Swanston St,Hotel,4bf58dd8d48988d1fa931735,271,Carlton,-37.8,144.96667,AU,2012-10-12 09:34:00
2013_859,13,1321,-37.8202543652127,144.95751462533752,The Deck,508 Flinders St,Bar,4bf58dd8d48988d116941735,41,Southbank,-37.8228,144.96434,AU,2012-10-12 10:36:00
2013_862,13,121,-37.81318407201451,144.96107997751233,Charlie's Bar,71 Hardware Ln,Lounge,4bf58dd8d48988d121941735,60,Southbank,-37.8228,144.96434,AU,2013-03-07 08:26:00
2013_862,13,5815,-37.81308997226177,144.96099994659798,Amigos,75 Hardware Ln,Mexican Restaurant,4bf58dd8d48988d1c1941735,204,Southbank,-37.8228,144.96434,AU,2013-03-07 09:12:00
2013_862,13,6811,-37.81644017352219,144.96602093219425,Shebeen,36 Manchester Ln,Cocktail Bar,4bf58dd8d48988d11e941735,55,Southbank,-37.8228,144.96434,AU,2013-03-07 12:34:00

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
Melbourne 🇦🇺	646	7,864	7,699	22,050	5,504	787	1,573

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-Melbourne

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

Collection

Massive Semantic Trajectories for Understanding POI Check-ins (Wongso et al., 2025). https://github.com/cruiseresearchgroup/Massive-STEPS • 13 items • Updated 23 days ago