Datasets:

lemousehunter
/

yelp2018-preprocessed

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Split (3)

train · 4.49M rows

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review_id int64 0 3.63M	user_id int64 0 575k	business_id int64 0 44.6k	review_stars float64 0 5	review_date float64 0 1	review_useful float64 0 1	business_stars float64 0 1	business_review_count float64 0 1	business_is_open int64 0 1	business_BikeParking float64 -1 1	business_BusinessParking_validated float64 -1 1	business_BusinessParking_valet float64 -1 1	business_WheelchairAccessible float64 -1 1	user_review_count float64 0 1	user_yelping_since float64 0 1	user_useful float64 0 1	user_funny float64 0 1	user_cool float64 0 1	user_fans float64 0 1	user_average_stars float64 0 1	review_min_bbox_area float64 0 1	review_bbox_area float64 0 0.76	review_area_ratio float64 0 1 ⌀	review_dist_to_centroid float64 0 1	__index_level_0__ int64 0 3.02M
2,378,203	0	36,961	5	0.609974	0.000469	0.75	0.085022	1	-1	0	1	-1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000014	0.250108	0.001214	2,123,193
2,378,203	0	19,691	0	0.609974	0.000469	0.75	0.000272	0	1	0	1	-1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000014	0.250108	0.001214	51
2,132,809	0	24,445	4	0.610519	0.001874	0.75	0.043668	0	1	-1	-1	-1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000014	0.244692	0.00052	2,632,003
2,132,809	0	28,897	0	0.610519	0.000469	0.5	0.008706	1	-1	0	0	1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000014	0.244692	0.00052	52
900,604	0	22,478	0	0.611295	0.000469	0.25	0.000408	1	1	0	1	-1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000015	0.240696	0.001578	53
900,604	0	36,156	5	0.611295	0.007966	1	0.008978	1	1	-1	-1	-1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000015	0.240696	0.001578	2,123,196
1,341,097	0	16,602	0	0.611349	0.000469	0.375	0.033329	1	1	0	0	-1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000015	0.239549	0.000344	54
1,341,097	0	12,214	5	0.611349	0.001874	0.875	0.015508	1	1	-1	-1	-1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000015	0.239549	0.000344	2,123,204
766,638	0	15,494	0	0.611449	0.000469	0.875	0.009795	0	-1	0	0	1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000015	0.231606	0.001842	56
173,885	0	20,432	0	0.611449	0.000469	0.625	0.005169	1	1	-1	-1	-1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000015	0.238404	0.00043	55
173,885	0	39,424	5	0.611449	0.000469	0.75	0.036458	1	-1	0	0	1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000015	0.238404	0.00043	2,123,177
766,638	0	28,880	3	0.611449	0.001406	0.875	0.06244	1	1	-1	-1	-1	0.021294	0.227283	0.000298	0.000103	0.00004	0.00214	0.74	0.000006	0.000015	0.231606	0.001842	2,123,201
743,978	1	10,667	4	0.768877	0.000937	0.875	0	0	-1	-1	-1	-1	0.004594	0.379465	0.000151	0.000066	0	0	0.6975	0	0	null	0	452,721
1,420,909	1	29,492	1	0.768885	0.000937	0.75	0.005305	0	-1	-1	-1	-1	0.004594	0.379465	0.000151	0.000066	0	0	0.6975	0	0	0.618575	0.000567	452,722
1,420,909	1	41,112	0	0.768885	0.000469	0.5	0.011291	0	-1	0	1	-1	0.004594	0.379465	0.000151	0.000066	0	0	0.6975	0	0	0.618575	0.000567	72
2,265,926	2	38,227	4	0.996183	0.000469	0.625	0.065161	1	1	0	1	-1	0.003799	0.765751	0.000004	0	0	0.000143	0.71	0	0	null	0	2,194,499
584,911	2	30,159	0	0.996912	0.000469	0.5	0.021766	1	-1	0	0	-1	0.003799	0.765751	0.000004	0	0	0.000143	0.71	0.000002	0.000002	0.618531	0.001399	74
584,911	2	36,851	5	0.996912	0.000469	0.875	0.008978	1	-1	0	1	1	0.003799	0.765751	0.000004	0	0	0.000143	0.71	0.000002	0.000002	0.618531	0.001399	2,194,500
2,737,769	3	19,559	5	0.920237	0.000469	0.875	0.039859	1	-1	-1	-1	-1	0.000265	0.685159	0	0	0	0	0.8	0	0	null	0	13,274
534,552	4	18,509	2	0.763516	0.000469	0.75	0.003945	1	-1	-1	-1	-1	0.001855	0.455426	0.000045	0.000009	0	0.000285	0.62	0	0	null	0	617,167
1,154,849	5	36,682	5	0.917035	0.001874	0.875	0.017413	1	1	-1	-1	-1	0.00053	0.460173	0	0	0.000004	0	0.8625	0	0	null	0	1,894,937
125,096	6	38,212	5	0.69042	0.000469	0.875	0.147191	1	1	-1	-1	-1	0	0.535273	0	0	0	0	1	0	0	null	0	189,780
1,505,853	7	13,168	5	0.919492	0.000469	0.625	0.017141	1	-1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	null	0	2,309,138
899,716	7	693	5	0.995438	0.000469	0.625	0.01374	1	-1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.623634	0.000163	2,293,710
343,241	7	42,936	0	0.995438	0.000469	0.875	0.008434	1	-1	0	0	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.465006	0.000256	91
2,393,433	7	23,796	5	0.995438	0.000469	0.875	0.022446	1	1	0	0	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.422146	0.000147	2,293,700
3,021,158	7	23,976	5	0.995438	0.000469	0.75	0.002177	1	-1	0	0	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.198431	0.000247	2,309,134
1,638,996	7	24,299	0	0.995438	0.000469	0.875	0.048293	1	1	-1	-1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.423474	0.000659	84
2,308,603	7	24,301	5	0.995438	0.000469	0.625	0.019045	1	1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.254193	0.000601	2,309,135
2,096,543	7	26,383	5	0.995438	0.000469	0.875	0.017957	1	-1	0	1	1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.398204	0.000247	2,293,703
2,308,603	7	27,297	0	0.995438	0.000469	0.75	0.010339	0	-1	0	1	1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.254193	0.000601	95
1,517,054	7	27,409	0	0.995438	0.000469	0.5	0	1	-1	-1	-1	1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.336402	0.000254	89
2,908,561	7	31,760	5	0.995438	0.000469	0.875	0.011835	1	-1	1	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.52273	0.000246	2,293,711
2,054,159	7	35,152	0	0.995438	0.000469	0.625	0.00136	0	-1	-1	-1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.481524	0.000532	85
1,687,423	7	37,998	0	0.995438	0.000469	0.375	0	1	-1	0	0	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0.000001	0.332995	0.000813	92
3,269,038	7	39,742	0	0.995438	0.000469	0.625	0.012107	1	-1	0	1	1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.212178	0.000881	93
1,687,423	7	40,198	4	0.995438	0.000469	0.75	0.100667	1	-1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0.000001	0.332995	0.000813	2,309,137
899,716	7	41,669	0	0.995438	0.000469	0.875	0.098218	1	-1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.623634	0.000163	82
2,908,561	7	21,278	0	0.995438	0.000469	0.75	0.029248	1	1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.52273	0.000246	83
3,088,565	7	18,859	5	0.995438	0.000469	0.75	0.02884	1	1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.488591	0.000431	2,293,707
3,269,038	7	43,528	5	0.995438	0.000469	0.5	0.043123	0	-1	-1	-1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.212178	0.000881	2,309,139
3,088,565	7	10,178	0	0.995438	0.000469	0.75	0.007482	1	-1	0	1	1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.488591	0.000431	90
2,096,543	7	1,706	0	0.995438	0.000469	0.625	0.013604	1	1	-1	-1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.398204	0.000247	88
126,818	7	2,816	2	0.995438	0.001406	0.75	0.042443	1	-1	-1	-1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.435768	0.000199	2,293,701
1,638,996	7	14,744	5	0.995438	0.000469	0.625	0.02163	1	1	-1	-1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.423474	0.000659	2,293,696
343,241	7	13,915	5	0.995438	0.000937	0.875	0.130867	1	-1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.465006	0.000256	2,293,708
751,157	7	13,692	0	0.995438	0.000469	0.75	0.001496	0	-1	0	0	1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.618605	0.000165	81
751,157	7	12,913	5	0.995438	0.000469	0.75	0.029112	1	1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.618605	0.000165	2,293,709
3,021,158	7	12,867	0	0.995438	0.000469	0.875	0.011427	1	-1	0	1	1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.198431	0.000247	94
1,517,054	7	3,930	5	0.995438	0.000469	0.875	0.073868	1	1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.336402	0.000254	2,293,706
2,393,433	7	4,374	0	0.995438	0.000469	0.625	0.019181	0	1	-1	-1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.422146	0.000147	86
2,054,159	7	5,231	4	0.995438	0.000469	0.75	0.017413	0	-1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.481524	0.000532	2,293,697
1,456,725	7	18,286	5	0.995438	0.000469	0.75	0.046252	1	1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0	0	0.618577	0.000157	2,293,702
1,701,464	7	15,389	5	0.995445	0.000469	0.75	0.002313	1	-1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.251674	0.000197	2,293,699
1,701,464	7	11,453	0	0.995445	0.000469	0.75	0.001088	0	1	-1	-1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.251674	0.000197	96
1,706,332	7	25,871	0	0.995492	0.000469	0.25	0.001905	0	1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.234759	0.000474	97
1,706,332	7	25,694	5	0.995492	0.000469	0.625	0.003945	1	-1	0	0	1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.234759	0.000474	2,293,704
1,394,259	7	28,020	5	0.996106	0.000469	0.75	0.028432	1	1	0	1	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.240042	0.000467	2,309,133
953,507	7	30,205	0	0.996106	0.000469	0.75	0.046796	0	1	0	0	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.239592	0.000457	99
2,843,769	7	25,547	0	0.996106	0.000469	0.375	0.001632	1	-1	0	0	-1	0.002474	0.919485	0.000031	0.000009	0	0	0.9	0.000001	0.000002	0.234439	0.000179	100
2,679,045	8	17,857	4	0.921751	0.000469	0.625	0.082166	1	1	-1	-1	-1	0.00159	0.844861	0	0	0	0	0.7925	0	0	null	0	1,578,830
2,428,410	9	44,494	3	0.688093	0.007029	0.375	0.001905	1	-1	0	0	1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0	0	null	0	1,142,032
1,692,001	9	13,836	5	0.688101	0.007498	0.5	0.000408	1	-1	-1	-1	1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0	0	0.618606	0.000001	1,142,033
1,490,161	9	798	0	0.688938	0.000469	0.875	0.000136	1	-1	-1	-1	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0	0	0.6186	0.000026	107
1,490,161	9	35,478	4	0.688938	0.009372	0.75	0.01374	1	-1	1	0	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0	0	0.6186	0.000026	1,142,027
3,256,508	9	12,100	3	0.844123	0.052952	0.75	0.118623	1	1	-1	-1	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0.184325	0.21578	0.473569	0.805783	1,142,028
3,256,508	9	43,466	0	0.844123	0.000469	0.875	0.005169	1	-1	-1	-1	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0.184325	0.21578	0.473569	0.805783	108
976,550	9	11,004	4	0.844868	0.061387	0.5	0.467147	1	-1	-1	-1	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0.377553	0.217062	0.964285	0.467924	1,142,031
976,550	9	17,603	0	0.844868	0.000469	0.5	0.001768	1	-1	-1	-1	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0.377553	0.217062	0.964285	0.467924	109
951,834	9	7,391	4	0.999194	0.093721	0.625	0.052102	1	1	-1	-1	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0.379316	0.21806	0.964354	0.468168	1,142,034
951,834	9	12,292	0	0.999194	0.000469	0.625	0.001496	0	-1	-1	-1	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0.379316	0.21806	0.964354	0.468168	110
1,200,191	9	5,947	5	0.999209	0.095595	0.75	0.047749	1	-1	-1	-1	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0.379152	0.218073	0.963878	0.467895	1,142,029
1,200,191	9	10,487	0	0.999209	0.000469	0.5	0.002993	1	-1	0	1	-1	0.104612	0.615327	0.604121	0.635695	0.610221	0.055928	0.845	0.379152	0.218073	0.963878	0.467895	111
57,666	10	35,948	2	0.615988	0.006092	0.625	0.039314	0	1	0	0	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0	0	0.618606	0.000023	212,355
1,527,176	10	27,826	5	0.615988	0.000937	0.875	0.001632	0	-1	1	0	0	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0	0	0.618604	0.000058	212,354
3,058,463	10	14,754	4	0.615988	0.001406	0.75	0.003945	0	1	-1	-1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0	0	null	0	212,347
1,527,176	10	15,205	0	0.615988	0.000469	0.75	0.003537	0	1	1	0	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0	0	0.618604	0.000058	114
57,666	10	42,069	0	0.615988	0.000469	0.625	0.002041	0	-1	-1	-1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0	0	0.618606	0.000023	115
1,534,180	10	44,277	4	0.767264	0.000469	0.5	0.038906	1	-1	-1	-1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.007134	0.008328	0.474943	0.251621	212,351
1,534,180	10	29,025	0	0.767264	0.000469	0.75	0.005169	1	-1	0	1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.007134	0.008328	0.474943	0.251621	116
981,855	10	25,871	0	0.915491	0.000469	0.25	0.001905	0	1	0	1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.014622	0.008398	0.965237	0.125933	118
981,855	10	16,134	5	0.915491	0.000937	0.75	0.049517	1	-1	0	0	1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.014622	0.008398	0.965237	0.125933	212,346
3,166,550	10	7,816	3	0.915491	0.000937	0.625	0.072371	1	1	-1	-1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.014591	0.008398	0.96321	0.126359	212,353
3,166,550	10	17,832	0	0.915491	0.000469	0.625	0.011699	1	-1	0	1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.014591	0.008398	0.96321	0.126359	117
1,695,021	10	22,424	0	0.920852	0.000469	0.625	0.000952	0	1	-1	-1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.024318	0.01416	0.952058	0.115194	121
1,292,748	10	13,668	4	0.920852	0.000469	0.75	0.177255	1	1	-1	-1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.024281	0.014005	0.961133	0.151974	212,349
3,453,297	10	28,929	0	0.920852	0.000469	0.75	0.005033	1	-1	-1	-1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.024387	0.01416	0.954768	0.13824	122
3,453,297	10	10,305	3	0.920852	0.000469	0.875	0.660999	1	-1	0	0	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.024387	0.01416	0.954768	0.13824	212,352
2,578,183	10	37,239	0	0.920852	0.000469	0.875	0.00068	1	1	-1	-1	-1	0.018466	0.456916	0.000285	0.000028	0.000018	0.001569	0.7275	0.0183	0.01391	0.729367	0.138534	119
1,966,295	11	15,343	4	0.766527	0.001874	0.75	0.537886	1	-1	-1	-1	-1	0.009366	0.692801	0.000432	0.000268	0.000144	0.000285	0.6075	0	0	null	0	61,657
1,848,141	12	24,021	0	0.535273	0.000469	0.25	0.004625	0	-1	0	1	1	0.020675	0.535265	0.000285	0.000071	0.000013	0.003281	0.715	0.001461	0.001313	0.616767	0.036524	125
1,848,141	12	32,180	5	0.535273	0.000469	0.75	0.50755	1	1	0	0	-1	0.020675	0.535265	0.000285	0.000071	0.000013	0.003281	0.715	0.001461	0.001313	0.616767	0.036524	2,387,247
1,032,221	12	44,472	4	0.535273	0.000469	0.75	0.063529	1	-1	-1	-1	-1	0.020675	0.535265	0.000285	0.000071	0.000013	0.003281	0.715	0	0	null	0	2,387,246
2,807,190	13	28,629	3	0.300279	0.000469	0.625	0.007754	0	-1	-1	-1	-1	0.0349	0.300271	0.001802	0.001471	0.000324	0.003281	0.605	0	0	0.618576	0.00041	1,718,431
2,807,190	13	35,291	0	0.300279	0.000469	0.375	0.004625	1	-1	0	0	1	0.0349	0.300271	0.001802	0.001471	0.000324	0.003281	0.605	0	0	0.618576	0.00041	127
218,278	13	38,978	3	0.300279	0.000469	0.375	0.024623	0	-1	-1	-1	0	0.0349	0.300271	0.001802	0.001471	0.000324	0.003281	0.605	0	0	null	0	1,718,427
3,251,430	13	12,810	4	0.5324	0.002343	0.75	0.009386	0	-1	-1	-1	-1	0.0349	0.300271	0.001802	0.001471	0.000324	0.003281	0.605	0.001502	0.001354	0.614843	0.036887	1,718,430
3,251,430	13	23,572	0	0.5324	0.000469	0.75	0.048701	1	-1	-1	-1	-1	0.0349	0.300271	0.001802	0.001471	0.000324	0.003281	0.605	0.001502	0.001354	0.614843	0.036887	128
278,324	13	30,194	1	0.61141	0.000469	0.75	0.146919	1	1	0	0	-1	0.0349	0.300271	0.001802	0.001471	0.000324	0.003281	0.605	0.000846	0.001354	0.346276	0.018296	1,718,429
2,159,444	13	35,761	0	0.61141	0.000469	0.75	0.008842	0	1	0	1	-1	0.0349	0.300271	0.001802	0.001471	0.000324	0.003281	0.605	0.001151	0.001354	0.471473	0.018295	129

Subsets and Splits