Datasets:

reczoo
/

AmazonElectronics_x1

label int64 0 1	user_id int64 0 192k	item_id int64 0 63k	cate_id int64 0 800	item_history stringlengths 1 2.54k	cate_history stringlengths 1 1.69k
1	91,788	57,905	431	16942^42346^38112^36550^45547^31289^48828^38115^51873^25727^32576^34688^49156^40120^56219^54422	252^212^210^611^110^119^603^434^591^616^287^53^484^687^108^103
0	91,788	11,716	564	16942^42346^38112^36550^45547^31289^48828^38115^51873^25727^32576^34688^49156^40120^56219^54422	252^212^210^611^110^119^603^434^591^616^287^53^484^687^108^103
1	133,148	57,608	142	23836^39599^46106^41622	249^483^558^483
0	133,148	49,499	28	23836^39599^46106^41622	249^483^558^483
1	176,022	20,192	363	58837^60672^60967^57243	234^674^498^198
0	176,022	4,966	498	58837^60672^60967^57243	234^674^498^198
1	140,926	37,258	744	9352^7212^36393^8888^31527	684^38^558^764^744
0	140,926	2,657	113	9352^7212^36393^8888^31527	684^38^558^764^744
1	29,031	53,744	142	36385^34492^1387^44803	725^113^684^444
0	29,031	35,210	142	36385^34492^1387^44803	725^113^684^444
1	75,678	41,714	483	14881^12414^20701^23754^28005^52274^48129^17129^25980^27786^49896^46105^53765^60116^43676^23789	203^749^272^225^73^437^11^203^101^483^483^558^368^484^744^142
0	75,678	36,654	262	14881^12414^20701^23754^28005^52274^48129^17129^25980^27786^49896^46105^53765^60116^43676^23789	203^749^272^225^73^437^11^203^101^483^483^558^368^484^744^142
1	79,122	60,617	392	5678^15067^12361^30526^32566^34421^43931^45697^40054^53360^46013^58056^26455^56947^60210	558^558^616^474^113^115^90^504^534^749^312^194^140^385^392
0	79,122	6,918	694	5678^15067^12361^30526^32566^34421^43931^45697^40054^53360^46013^58056^26455^56947^60210	558^558^616^474^113^115^90^504^534^749^312^194^140^385^392
1	49,145	11,123	483	235^728^4418^6830^7299^9183	703^342^483^342^342^342
0	49,145	29,628	179	235^728^4418^6830^7299^9183	703^342^483^342^342^342
1	44,239	60,428	687	47869^19648^31640^52139^54513	687^727^25^189^190
0	44,239	60,238	214	47869^19648^31640^52139^54513	687^727^25^189^190
1	48,862	48,112	351	13680^198^5431^11552^49832	463^351^351^351^281
0	48,862	38,759	113	13680^198^5431^11552^49832	463^351^351^351^281
1	155,242	7,166	560	9978^4793^23800^7418^9878^12957	339^613^684^277^188^368
0	155,242	21,233	351	9978^4793^23800^7418^9878^12957	339^613^684^277^188^368
1	36,102	58,542	350	5224^20894^20979^57066	331^746^744^707
0	36,102	62,569	656	5224^20894^20979^57066	331^746^744^707
1	45,340	41,565	398	7389^7555^4987^24711^37761^31175	463^564^368^726^196^43
0	45,340	60,597	142	7389^7555^4987^24711^37761^31175	463^564^368^726^196^43
1	96,431	41,381	483	8699^4773^29702^9114^9451^11107^28478^32598	217^474^498^558^281^194^483^746
0	96,431	53,422	766	8699^4773^29702^9114^9451^11107^28478^32598	217^474^498^558^281^194^483^746
1	182,602	51,086	770	8785^5602^17203^18267^10744^13641^22217^26556^23620^7492^24126^29010^14320^48544	262^158^44^463^580^687^342^158^398^611^463^165^385^64
0	182,602	31,640	25	8785^5602^17203^18267^10744^13641^22217^26556^23620^7492^24126^29010^14320^48544	262^158^44^463^580^687^342^158^398^611^463^165^385^64
1	144,839	57,249	687	27177^41456^53591^24955^38031^41800^29247^37234^51477^52715^57215^21574^24962	351^687^234^623^135^776^339^179^21^135^20^563^391
0	144,839	346	44	27177^41456^53591^24955^38031^41800^29247^37234^51477^52715^57215^21574^24962	351^687^234^623^135^776^339^179^21^135^20^563^391
1	4,416	35,103	650	8075^13561^17618^46978^47318^11890	363^756^696^436^498^287
0	4,416	1,796	176	8075^13561^17618^46978^47318^11890	363^756^696^436^498^287
1	155,068	21,427	746	929^560^6140^7020^11786^7907^10245^11033^8493^10946^12595	483^368^483^746^351^784^749^792^746^281^368
0	155,068	57,507	351	929^560^6140^7020^11786^7907^10245^11033^8493^10946^12595	483^368^483^746^351^784^749^792^746^281^368
1	51,198	40,742	611	4996^25914^46608^12863	115^176^123^483
0	51,198	30,714	764	4996^25914^46608^12863	115^176^123^483
1	21,987	52,695	142	17020^23226^24490^33039^54842	179^61^194^33^339
0	21,987	31,652	437	17020^23226^24490^33039^54842	179^61^194^33^339
1	28,734	55,775	21	3849^3745^47065^18080^22258^18221^38186^18535	483^351^706^142^706^342^436^706
0	28,734	19,564	1	3849^3745^47065^18080^22258^18221^38186^18535	483^351^706^142^706^342^436^706
1	30,578	20,975	291	43600^29086^41994^46418	612^44^746^681
0	30,578	13,413	21	43600^29086^41994^46418	612^44^746^681
1	100,452	47,140	268	22028^28134^22025^41455	749^391^197^792
0	100,452	40,291	179	22028^28134^22025^41455	749^391^197^792
1	6,819	48,600	524	35404^40499^45371^46068	325^1^280^61
0	6,819	43,392	753	35404^40499^45371^46068	325^1^280^61
1	126,230	13,531	390	14428^10919^9735^23809^845	476^376^558^251^241
0	126,230	27,855	44	14428^10919^9735^23809^845	476^376^558^251^241
1	135,144	30,821	474	34861^21829^22914^36487^49380^23690	44^268^714^687^190^474
0	135,144	14,199	25	34861^21829^22914^36487^49380^23690	44^268^714^687^190^474
1	119,219	54,202	140	23652^12302^35223^45834^56811^44440^56126^59864^10665^43794^19733^32751	708^523^24^281^456^674^142^687^89^611^39^397
0	119,219	41,220	11	23652^12302^35223^45834^56811^44440^56126^59864^10665^43794^19733^32751	708^523^24^281^456^674^142^687^89^611^39^397
1	94,534	29,769	501	24636^45817^47732^46269	189^629^351^48
0	94,534	4,711	215	24636^45817^47732^46269	189^629^351^48
1	118,193	46,086	351	10884^7993^22046^53702	558^197^339^444
0	118,193	15,378	708	10884^7993^22046^53702	558^197^339^444
1	115,355	35,502	611	2871^30693^33095^47508^34479^23960	571^196^339^653^339^635
0	115,355	36,653	649	2871^30693^33095^47508^34479^23960	571^196^339^653^339^635
1	77,450	62,595	495	36417^10212^13632^41277^41987	629^694^484^203^657
0	77,450	48,353	157	36417^10212^13632^41277^41987	629^694^484^203^657
1	55,309	38,477	61	25240^44562^49952^19097^332^16203	505^646^594^706^596^596
0	55,309	14,111	157	25240^44562^49952^19097^332^16203	505^646^594^706^596^596
1	74,518	62,878	388	29002^13246^8412^32624^34960^35736^34956^8^35064^38301^30530^36824^42427^43291^45524^42917^43630^48446^50477^37760^53089^53184^49631^50386^60257^60622^60813^61628^61272^57759^59846^62783^49640	210^110^112^110^182^687^339^798^798^611^674^656^734^399^142^571^629^483^725^706^339^629^578^578^411^428^540^540^444^190^14^44^792
0	74,518	4,801	197	29002^13246^8412^32624^34960^35736^34956^8^35064^38301^30530^36824^42427^43291^45524^42917^43630^48446^50477^37760^53089^53184^49631^50386^60257^60622^60813^61628^61272^57759^59846^62783^49640	210^110^112^110^182^687^339^798^798^611^674^656^734^399^142^571^629^483^725^706^339^629^578^578^411^428^540^540^444^190^14^44^792
1	61,185	48,201	388	8255^9119^11654^17051^19707^32549^32471^33229^52944^10551^4759	25^576^351^765^342^765^234^687^488^764^692
0	61,185	29,545	437	8255^9119^11654^17051^19707^32549^32471^33229^52944^10551^4759	25^576^351^765^342^765^234^687^488^764^692
1	113,714	29,625	523	14552^4798^4172^38629	554^291^606^48
0	113,714	8,886	611	14552^4798^4172^38629	554^291^606^48
1	100,329	44,274	64	6625^11710^6201^8378^24204^12430^14916^30454^25545^32991^39181^29583^31764^38605^32003^16563^19928	197^179^221^196^558^194^756^746^87^746^61^615^611^196^339^339^183
0	100,329	8,930	345	6625^11710^6201^8378^24204^12430^14916^30454^25545^32991^39181^29583^31764^38605^32003^16563^19928	197^179^221^196^558^194^756^746^87^746^61^615^611^196^339^339^183
1	166,392	14,239	744	17379^19343^28771^38819^49013^41497^41868^48259^19207	44^396^330^388^385^157^187^609^746
0	166,392	37,184	436	17379^19343^28771^38819^49013^41497^41868^48259^19207	44^396^330^388^385^157^187^609^746
1	6,150	59,628	351	15043^47096^48704^56893	707^179^504^656
0	6,150	41,906	194	15043^47096^48704^56893	707^179^504^656
1	26,941	28,464	95	39886^25962^36523^39882^42507^44375	281^616^629^113^558^431
0	26,941	8,975	657	39886^25962^36523^39882^42507^44375	281^616^629^113^558^431
1	40,326	47,642	215	20425^30474^43099^48100^22053^25796^29247^17067^49046^37703^42963^58338^59813^13170^56192^6943^42017	789^214^746^687^339^111^339^474^115^628^616^649^654^113^558^176^746
0	40,326	59,285	90	20425^30474^43099^48100^22053^25796^29247^17067^49046^37703^42963^58338^59813^13170^56192^6943^42017	789^214^746^687^339^111^339^474^115^628^616^649^654^113^558^176^746
1	180,776	21,600	743	6250^21876^7956^2700	175^61^574^561
0	180,776	26,606	744	6250^21876^7956^2700	175^61^574^561
1	39,796	44,920	76	14444^3198^6208^13853^25019^25531^27254^33541^49833	281^194^675^288^281^611^483^351^281
0	39,796	5,782	558	14444^3198^6208^13853^25019^25531^27254^33541^49833	281^194^675^288^281^611^483^351^281
1	139,483	52,839	483	9406^10649^13035^13271^11491^13647^13885^14114^14967^533^596^849^1642^1643^2014^2430^2445^2452^3650^5381^5456^6625^7547^7627^8037^8088^9449^9689^11114^11617^12197^12534^6593^13557^14487^13419^2302^6460^10753^13837^14233^5144^845^2685^6868^11483^11729^8890^13654^1841^2673^3163^4602^9591^11480^15196^15508^15015^14649^15208^1675^12254^15205^15193^13948^15431^17020^18201^20940^10212^17331^15234^11070^5664^24667^37430^61014^27254^42355	398^616^281^558^36^142^142^142^463^744^654^241^561^654^241^355^312^642^616^351^463^197^251^113^558^164^364^194^252^241^558^646^351^351^351^444^182^474^215^462^351^351^241^654^558^339^436^175^175^164^455^654^439^241^54^479^115^558^194^194^744^368^194^498^194^436^179^398^566^694^175^484^616^115^36^436^69^483^398
0	139,483	28,747	339	9406^10649^13035^13271^11491^13647^13885^14114^14967^533^596^849^1642^1643^2014^2430^2445^2452^3650^5381^5456^6625^7547^7627^8037^8088^9449^9689^11114^11617^12197^12534^6593^13557^14487^13419^2302^6460^10753^13837^14233^5144^845^2685^6868^11483^11729^8890^13654^1841^2673^3163^4602^9591^11480^15196^15508^15015^14649^15208^1675^12254^15205^15193^13948^15431^17020^18201^20940^10212^17331^15234^11070^5664^24667^37430^61014^27254^42355	398^616^281^558^36^142^142^142^463^744^654^241^561^654^241^355^312^642^616^351^463^197^251^113^558^164^364^194^252^241^558^646^351^351^351^444^182^474^215^462^351^351^241^654^558^339^436^175^175^164^455^654^439^241^54^479^115^558^194^194^744^368^194^498^194^436^179^398^566^694^175^484^616^115^36^436^69^483^398
1	161,058	25,828	744	32377^37178^51^9198	368^61^349^349
0	161,058	11,849	482	32377^37178^51^9198	368^61^349^349
1	57,974	53,848	498	27537^32185^37760^41354^46052^19625^41639	330^674^706^749^611^398^44
0	57,974	19,927	614	27537^32185^37760^41354^46052^19625^41639	330^674^706^749^611^398^44
1	151,267	22,246	476	31178^12306^24791^21991^3242	142^142^156^113^475
0	151,267	5,524	703	31178^12306^24791^21991^3242	142^142^156^113^475
1	28,785	47,222	642	6405^28827^36077^39388	111^115^753^649
0	28,785	10,511	28	6405^28827^36077^39388	111^115^753^649
1	150,877	61,744	330	15207^55963^59585^39579^54171	462^498^330^260^388
0	150,877	46,140	44	15207^55963^59585^39579^54171	462^498^330^260^388
1	1,897	39,970	653	223^17429^7758^16254^17090^34270^42868	703^463^28^142^44^368^687
0	1,897	13,996	142	223^17429^7758^16254^17090^34270^42868	703^463^28^142^44^368^687
1	145,916	58,631	437	19382^37279^44702^50339^46426	268^397^603^449^252
0	145,916	33,542	351	19382^37279^44702^50339^46426	268^397^603^449^252

End of preview. Expand in Data Studio

YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

AmazonElectronics_x1

Data format:
label, user_id, item_id, cate_id, item_history, cate_history
Source: https://cseweb.ucsd.edu/~jmcauley/datasets.html
Download: https://huggingface.co/datasets/reczoo/AmazonElectronics_x1/tree/main
Repository: https://github.com/reczoo/Datasets
Used by papers:
- Guorui Zhou, Chengru Song, Xiaoqiang Zhu, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, Kun Gai. Deep Interest Network for Click-Through Rate Prediction. In KDD 2018.
- Jieming Zhu, Guohao Cai, Junjie Huang, Zhenhua Dong, Ruiming Tang, Weinan Zhang. ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop. In KDD 2023.

Check the md5sum for data integrity:

$ md5sum *.csv
57a20e82fe736dd495f2eaf0669bf6d0  test.csv
e9bf80b92985e463db18fdc753d347b5  train.csv

Downloads last month: 14

Size of downloaded dataset files:

132 MB

Size of the auto-converted Parquet files:

240 MB

Number of rows:

2,993,570