Datasets:

valeriol29
/

TaobaoRec

user_id_text stringlengths 1 7	item_id_text stringlengths 1 7	category_id_text stringlengths 2 7	behavior stringclasses 4 values	timestamp_text stringlengths 3 11	user_id int64 1 1.02M	item_id int64 1 5.16M	category_id int64 80 5.16M	event_at timestamp[us, tz=UTC]date 1902-05-07 22:32:46 2037-04-09 05:22:35	source_row int64 1 100M	dataset_source stringclasses 1 value	synthetic bool 1 class
1	2268318	2520377	pv	1511544070	1	2,268,318	2,520,377	2017-11-24T17:21:10	1	taobaorec	false
1	2333346	2520771	pv	1511561733	1	2,333,346	2,520,771	2017-11-24T22:15:33	2	taobaorec	false
1	2576651	149192	pv	1511572885	1	2,576,651	149,192	2017-11-25T01:21:25	3	taobaorec	false
1	3830808	4181361	pv	1511593493	1	3,830,808	4,181,361	2017-11-25T07:04:53	4	taobaorec	false
1	4365585	2520377	pv	1511596146	1	4,365,585	2,520,377	2017-11-25T07:49:06	5	taobaorec	false
1	4606018	2735466	pv	1511616481	1	4,606,018	2,735,466	2017-11-25T13:28:01	6	taobaorec	false
1	230380	411153	pv	1511644942	1	230,380	411,153	2017-11-25T21:22:22	7	taobaorec	false
1	3827899	2920476	pv	1511713473	1	3,827,899	2,920,476	2017-11-26T16:24:33	8	taobaorec	false
1	3745169	2891509	pv	1511725471	1	3,745,169	2,891,509	2017-11-26T19:44:31	9	taobaorec	false
1	1531036	2920476	pv	1511733732	1	1,531,036	2,920,476	2017-11-26T22:02:12	10	taobaorec	false
1	2266567	4145813	pv	1511741471	1	2,266,567	4,145,813	2017-11-27T00:11:11	11	taobaorec	false
1	2951368	1080785	pv	1511750828	1	2,951,368	1,080,785	2017-11-27T02:47:08	12	taobaorec	false
1	3108797	2355072	pv	1511758881	1	3,108,797	2,355,072	2017-11-27T05:01:21	13	taobaorec	false
1	1338525	149192	pv	1511773214	1	1,338,525	149,192	2017-11-27T09:00:14	14	taobaorec	false
1	2286574	2465336	pv	1511797167	1	2,286,574	2,465,336	2017-11-27T15:39:27	15	taobaorec	false
1	5002615	2520377	pv	1511839385	1	5,002,615	2,520,377	2017-11-28T03:23:05	16	taobaorec	false
1	2734026	4145813	pv	1511842184	1	2,734,026	4,145,813	2017-11-28T04:09:44	17	taobaorec	false
1	5002615	2520377	pv	1511844273	1	5,002,615	2,520,377	2017-11-28T04:44:33	18	taobaorec	false
1	3239041	2355072	pv	1511855664	1	3,239,041	2,355,072	2017-11-28T07:54:24	19	taobaorec	false
1	4615417	4145813	pv	1511870864	1	4,615,417	4,145,813	2017-11-28T12:07:44	20	taobaorec	false
1	4152983	2355072	pv	1511871096	1	4,152,983	2,355,072	2017-11-28T12:11:36	21	taobaorec	false
1	266784	2520771	pv	1511884553	1	266,784	2,520,771	2017-11-28T15:55:53	22	taobaorec	false
1	46259	149192	pv	1511892772	1	46,259	149,192	2017-11-28T18:12:52	23	taobaorec	false
1	266784	2520771	pv	1511909676	1	266,784	2,520,771	2017-11-28T22:54:36	24	taobaorec	false
1	4092065	2355072	pv	1511910242	1	4,092,065	2,355,072	2017-11-28T23:04:02	25	taobaorec	false
1	1305059	2520771	pv	1511911930	1	1,305,059	2,520,771	2017-11-28T23:32:10	26	taobaorec	false
1	2791761	2355072	pv	1511914689	1	2,791,761	2,355,072	2017-11-29T00:18:09	27	taobaorec	false
1	3239041	2355072	pv	1511939239	1	3,239,041	2,355,072	2017-11-29T07:07:19	28	taobaorec	false
1	46259	149192	pv	1511940971	1	46,259	149,192	2017-11-29T07:36:11	29	taobaorec	false
1	4973305	2520771	pv	1511969365	1	4,973,305	2,520,771	2017-11-29T15:29:25	30	taobaorec	false
1	2087357	2131531	pv	1511975142	1	2,087,357	2,131,531	2017-11-29T17:05:42	31	taobaorec	false
1	3157558	2520771	pv	1511984943	1	3,157,558	2,520,771	2017-11-29T19:49:03	32	taobaorec	false
1	2087357	2131531	pv	1512004568	1	2,087,357	2,131,531	2017-11-30T01:16:08	33	taobaorec	false
1	4170517	149192	pv	1512011019	1	4,170,517	149,192	2017-11-30T03:03:39	34	taobaorec	false
1	1340922	4690421	pv	1512041260	1	1,340,922	4,690,421	2017-11-30T11:27:40	35	taobaorec	false
1	3911125	982926	pv	1512044958	1	3,911,125	982,926	2017-11-30T12:29:18	36	taobaorec	false
1	4170517	149192	pv	1512049438	1	4,170,517	149,192	2017-11-30T13:43:58	37	taobaorec	false
1	3682069	4690421	pv	1512059832	1	3,682,069	4,690,421	2017-11-30T16:37:12	38	taobaorec	false
1	4954999	411153	pv	1512061318	1	4,954,999	411,153	2017-11-30T17:01:58	39	taobaorec	false
1	79715	2355072	pv	1512064350	1	79,715	2,355,072	2017-11-30T17:52:30	40	taobaorec	false
1	4666650	4756105	pv	1512084223	1	4,666,650	4,756,105	2017-11-30T23:23:43	41	taobaorec	false
1	1323189	3524510	pv	1512149435	1	1,323,189	3,524,510	2017-12-01T17:30:35	42	taobaorec	false
1	4198227	1320293	pv	1512149929	1	4,198,227	1,320,293	2017-12-01T17:38:49	43	taobaorec	false
1	4954999	411153	pv	1512172732	1	4,954,999	411,153	2017-12-01T23:58:52	44	taobaorec	false
1	2041056	4801426	pv	1512187543	1	2,041,056	4,801,426	2017-12-02T04:05:43	45	taobaorec	false
1	3219016	3002561	pv	1512190033	1	3,219,016	3,002,561	2017-12-02T04:47:13	46	taobaorec	false
1	2104483	4756105	pv	1512194830	1	2,104,483	4,756,105	2017-12-02T06:07:10	47	taobaorec	false
1	2028434	4801426	pv	1512224248	1	2,028,434	4,801,426	2017-12-02T14:17:28	48	taobaorec	false
1	3219016	3002561	pv	1512244023	1	3,219,016	3,002,561	2017-12-02T19:47:03	49	taobaorec	false
1	2278603	3002561	pv	1512251522	1	2,278,603	3,002,561	2017-12-02T21:52:02	50	taobaorec	false
1	929177	4801426	pv	1512252443	1	929,177	4,801,426	2017-12-02T22:07:23	51	taobaorec	false
1	4954999	411153	pv	1512264993	1	4,954,999	411,153	2017-12-03T01:36:33	52	taobaorec	false
1	818610	411153	pv	1512268502	1	818,610	411,153	2017-12-03T02:35:02	53	taobaorec	false
1	271696	411153	pv	1512272591	1	271,696	411,153	2017-12-03T03:43:11	54	taobaorec	false
1	568695	1320293	pv	1512281847	1	568,695	1,320,293	2017-12-03T06:17:27	55	taobaorec	false
2	5033609	3855599	pv	1511619075	2	5,033,609	3,855,599	2017-11-25T14:11:15	42,477,749	taobaorec	false
2	4983976	4785435	pv	1511670066	2	4,983,976	4,785,435	2017-11-26T04:21:06	42,477,750	taobaorec	false
2	5002332	662846	pv	1511670132	2	5,002,332	662,846	2017-11-26T04:22:12	42,477,751	taobaorec	false
2	111223	4130426	fav	1511700967	2	111,223	4,130,426	2017-11-26T12:56:07	42,477,752	taobaorec	false
2	4982883	4130426	pv	1511700994	2	4,982,883	4,130,426	2017-11-26T12:56:34	42,477,753	taobaorec	false
2	4768250	4130426	pv	1511701129	2	4,768,250	4,130,426	2017-11-26T12:58:49	42,477,754	taobaorec	false
2	4870037	1277467	fav	1511701183	2	4,870,037	1,277,467	2017-11-26T12:59:43	42,477,755	taobaorec	false
2	4768250	4130426	fav	1511701205	2	4,768,250	4,130,426	2017-11-26T13:00:05	42,477,756	taobaorec	false
2	111223	4130426	pv	1511701555	2	111,223	4,130,426	2017-11-26T13:05:55	42,477,757	taobaorec	false
2	2899794	3855599	fav	1511701649	2	2,899,794	3,855,599	2017-11-26T13:07:29	42,477,758	taobaorec	false
2	111223	4130426	pv	1511701683	2	111,223	4,130,426	2017-11-26T13:08:03	42,477,759	taobaorec	false
2	708929	1676308	pv	1511709246	2	708,929	1,676,308	2017-11-26T15:14:06	42,477,760	taobaorec	false
2	4514061	3597057	pv	1511751692	2	4,514,061	3,597,057	2017-11-27T03:01:32	42,477,761	taobaorec	false
2	2096004	3593457	pv	1511787044	2	2,096,004	3,593,457	2017-11-27T12:50:44	42,477,762	taobaorec	false
2	2529246	662846	pv	1511836961	2	2,529,246	662,846	2017-11-28T02:42:41	42,477,763	taobaorec	false
2	2177946	4078249	pv	1511836984	2	2,177,946	4,078,249	2017-11-28T02:43:04	42,477,764	taobaorec	false
2	3674859	926345	fav	1511841435	2	3,674,859	926,345	2017-11-28T03:57:15	42,477,765	taobaorec	false
2	1993509	3290084	pv	1511841471	2	1,993,509	3,290,084	2017-11-28T03:57:51	42,477,766	taobaorec	false
2	1705435	4683311	pv	1511847849	2	1,705,435	4,683,311	2017-11-28T05:44:09	42,477,767	taobaorec	false
2	1381886	4683311	pv	1511847922	2	1,381,886	4,683,311	2017-11-28T05:45:22	42,477,768	taobaorec	false
2	183534	4683311	fav	1511848031	2	183,534	4,683,311	2017-11-28T05:47:11	42,477,769	taobaorec	false
2	3674105	4683311	pv	1511848139	2	3,674,105	4,683,311	2017-11-28T05:48:59	42,477,770	taobaorec	false
2	2224056	4683311	pv	1511848227	2	2,224,056	4,683,311	2017-11-28T05:50:27	42,477,771	taobaorec	false
2	1381886	4683311	pv	1511848274	2	1,381,886	4,683,311	2017-11-28T05:51:14	42,477,772	taobaorec	false
2	2224056	4683311	pv	1511848277	2	2,224,056	4,683,311	2017-11-28T05:51:17	42,477,773	taobaorec	false
2	4441210	4018452	pv	1511848551	2	4,441,210	4,018,452	2017-11-28T05:55:51	42,477,774	taobaorec	false
2	2699234	4018452	pv	1511848615	2	2,699,234	4,018,452	2017-11-28T05:56:55	42,477,775	taobaorec	false
2	1982687	662846	pv	1511849047	2	1,982,687	662,846	2017-11-28T06:04:07	42,477,776	taobaorec	false
2	4606045	4858656	pv	1511849581	2	4,606,045	4,858,656	2017-11-28T06:13:01	42,477,777	taobaorec	false
2	3730891	2865017	pv	1511852797	2	3,730,891	2,865,017	2017-11-28T07:06:37	42,477,778	taobaorec	false
2	5057779	1849958	pv	1511853218	2	5,057,779	1,849,958	2017-11-28T07:13:38	42,477,779	taobaorec	false
2	4681233	1849958	pv	1511853300	2	4,681,233	1,849,958	2017-11-28T07:15:00	42,477,780	taobaorec	false
2	3730891	2865017	buy	1511853505	2	3,730,891	2,865,017	2017-11-28T07:18:25	42,477,781	taobaorec	false
2	4681233	1849958	buy	1511853505	2	4,681,233	1,849,958	2017-11-28T07:18:25	42,477,782	taobaorec	false
2	3840500	3312150	pv	1511859538	2	3,840,500	3,312,150	2017-11-28T08:58:58	42,477,783	taobaorec	false
2	664061	941949	fav	1511918756	2	664,061	941,949	2017-11-29T01:25:56	42,477,784	taobaorec	false
2	1161905	2925160	buy	1512105022	2	1,161,905	2,925,160	2017-12-01T05:10:22	42,477,785	taobaorec	false
2	3496752	2885642	pv	1512213296	2	3,496,752	2,885,642	2017-12-02T11:14:56	42,477,786	taobaorec	false
2	768349	2885642	pv	1512213343	2	768,349	2,885,642	2017-12-02T11:15:43	42,477,787	taobaorec	false
2	3496752	2885642	pv	1512213461	2	3,496,752	2,885,642	2017-12-02T11:17:41	42,477,788	taobaorec	false
2	1066723	3439012	pv	1512213570	2	1,066,723	3,439,012	2017-12-02T11:19:30	42,477,789	taobaorec	false
2	4828966	1516409	pv	1512213736	2	4,828,966	1,516,409	2017-12-02T11:22:16	42,477,790	taobaorec	false
2	3496752	2885642	pv	1512213911	2	3,496,752	2,885,642	2017-12-02T11:25:11	42,477,791	taobaorec	false
2	3228767	4159072	pv	1512214011	2	3,228,767	4,159,072	2017-12-02T11:26:51	42,477,792	taobaorec	false
2	1438918	4159072	pv	1512214164	2	1,438,918	4,159,072	2017-12-02T11:29:24	42,477,793	taobaorec	false

End of preview. Expand in Data Studio

Taobao User Behavior

Parquet republication of the Tianchi User Behavior Data from Taobao for Recommendation. This is not the Tianchi release page. The file has no header and no train/test split. The single config user_behavior has one split, train, containing every row.

Original sources

Dataset page: https://tianchi.aliyun.com/dataset/649?lang=en-us
Dataset page (Chinese): https://tianchi.aliyun.com/dataset/649

The release is published by Alibaba Tianchi. There is no official GitHub repository for the data.

The columns, in order, are user, item, category, behavior (pv, buy, cart, fav), and a Unix timestamp. They are kept as VARCHAR, with user_id, item_id, category_id, and event_at added. source_row is the 1-based line number, assigned before sorting. No history or label was derived.

event_at covers the nominal window around 2017-11-25 through 2017-12-03, and also 961,765 raw timestamps outside 2017-11-25 00:00 through 2017-12-04 00:00 in the local conversion. Those rows are kept.

behavior	rows
pv	89,716,264
cart	5,530,446
fav	2,888,258
buy	2,015,839
total	100,150,807

License

Use is governed by the terms on the Tianchi dataset page linked above.

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