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
1,082,712	575,129	27,886	5	0.994731	0.001874	0.875	0.004761	1	-1	0	0	1	0.00698	0.608407	0.003502	0.000902	0.001668	0.001284	0.8825	0.000017	0.000017	0.558916	0.001777	2,177,104
132,158	575,130	13,898	4	0.996298	0.000469	0.875	0.008706	1	-1	1	0	-1	0.000088	0.920975	0	0	0	0	0.5825	0	0	null	0	2,667,019
1,243,317	575,131	10,578	0	0.768792	0.000469	0.75	0.003265	1	-1	-1	-1	-1	0.001325	0.530772	0.000009	0	0	0	0.56	0	0	null	0	3,017,082
1,243,317	575,131	11,081	1	0.768792	0.000469	0.75	0.098218	1	1	0	0	-1	0.001325	0.530772	0.000009	0	0	0	0.56	0	0	null	0	1,865,791
3,559,150	575,132	42,108	2	0.613015	0.001874	0.75	0.001905	0	-1	0	1	1	0.000353	0.609866	0.000031	0	0	0	0.25	0	0	null	0	576,617
2,820,731	575,133	21,215	5	0.766496	0.000469	0.5	0.017413	1	-1	1	0	0	0.000265	0.689844	0	0	0	0	0.595	0	0	null	0	485,317
2,129,437	575,134	18,546	4	0.763416	0.001406	0.75	0.022718	1	-1	1	0	1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0	0	null	0	317,149
1,630,411	575,134	14,263	4	0.763416	0.000937	0.5	0.000544	1	-1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.001257	0.00113	0.616852	0.033886	317,160
1,630,411	575,134	33,293	0	0.763416	0.000469	0.875	0.101619	1	-1	-1	-1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.001257	0.00113	0.616852	0.033886	3,017,086
1,458,228	575,134	42,323	0	0.763477	0.000469	0.75	0.000816	0	1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.001273	0.001141	0.618558	0.017017	3,017,087
1,458,228	575,134	12,227	5	0.763477	0.000469	0.875	0.0302	1	1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.001273	0.001141	0.618558	0.017017	358,042
332,504	575,134	23,014	3	0.763485	0.000469	0.5	0.039042	1	1	-1	-1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.000761	0.001166	0.361974	0.016522	317,156
3,426,262	575,134	29,381	4	0.763485	0.000469	0.625	0.018365	0	1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.000976	0.001141	0.474148	0.016582	317,152
3,426,262	575,134	19,931	0	0.763485	0.000469	0.5	0.00068	1	1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.000976	0.001141	0.474148	0.016582	3,017,088
332,504	575,134	10,331	0	0.763485	0.000469	0.875	0.005033	1	-1	-1	-1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.000761	0.001166	0.361974	0.016522	3,017,089
1,250,967	575,134	37,342	3	0.763508	0.000937	0.625	0.055503	1	-1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.000558	0.001174	0.263724	0.016475	317,157
1,250,967	575,134	14,800	0	0.763508	0.000469	0.125	0.000136	1	-1	-1	-1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.000558	0.001174	0.263724	0.016475	3,017,090
835,105	575,134	6,342	0	0.764276	0.000469	0.875	0.013876	1	1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002149	0.001377	0.865161	0.020052	3,017,091
835,105	575,134	26,588	4	0.764276	0.000469	0.625	0.037274	0	-1	0	0	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002149	0.001377	0.865161	0.020052	358,043
2,028,545	575,134	28,827	0	0.839507	0.000469	0.75	0.053054	1	1	0	0	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002116	0.001377	0.851993	0.01783	3,017,092
2,028,545	575,134	6,040	4	0.839507	0.000469	0.875	0.090056	1	1	-1	-1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002116	0.001377	0.851993	0.01783	317,151
2,204,976	575,134	6,788	5	0.83953	0.000469	0.625	0.068426	1	1	1	0	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002082	0.001377	0.838175	0.018183	317,150
1,719,127	575,134	40,620	5	0.83953	0.000937	0.625	0.017004	0	-1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002047	0.001388	0.81797	0.017103	358,041
2,204,976	575,134	30,556	0	0.83953	0.000469	0.25	0.001905	1	-1	0	0	1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002082	0.001377	0.838175	0.018183	3,017,093
1,719,127	575,134	16,908	0	0.83953	0.000469	0.625	0.004625	1	1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002047	0.001388	0.81797	0.017103	3,017,094
1,844,273	575,134	726	5	0.84261	0.000937	0.75	0.087879	1	1	-1	-1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002348	0.0014	0.929471	0.018783	317,159
1,844,273	575,134	12,184	0	0.84261	0.000469	0.5	0.002993	1	-1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002348	0.0014	0.929471	0.018783	3,017,095
1,725,262	575,134	42,866	0	0.914677	0.000469	0.75	0.068426	1	1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002355	0.001416	0.922149	0.018733	3,017,096
2,274,131	575,134	15,680	0	0.914677	0.000469	0.5	0.043804	1	1	0	0	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002361	0.001416	0.924443	0.01852	3,017,097
2,274,131	575,134	6,907	4	0.914677	0.000937	0.625	0.069242	1	-1	0	0	1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002361	0.001416	0.924443	0.01852	358,044
1,725,262	575,134	11,797	4	0.914677	0.000469	0.75	0.028976	1	1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002355	0.001416	0.922149	0.018733	358,039
319,719	575,134	2,078	0	0.914838	0.000469	0.625	0.010883	1	1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.00236	0.001416	0.924337	0.018498	3,017,098
319,719	575,134	13,918	3	0.914838	0.000469	0.875	0.071147	1	1	0	0	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.00236	0.001416	0.924337	0.018498	317,153
1,533,485	575,134	18,224	3	0.914861	0.000937	0.75	0.375595	1	-1	-1	-1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002359	0.001416	0.923861	0.018439	317,154
1,533,485	575,134	30,219	0	0.914861	0.000469	0.625	0.019181	1	-1	0	1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002359	0.001416	0.923861	0.018439	3,017,099
2,919,008	575,134	9,605	4	0.920237	0.000469	0.75	0.330567	1	-1	-1	-1	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002358	0.001416	0.923522	0.018343	358,040
2,919,008	575,134	6,965	0	0.920237	0.000469	0.625	0.000136	0	1	0	0	-1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002358	0.001416	0.923522	0.018343	3,017,100
511,752	575,134	37,658	0	0.920237	0.000469	0.875	0.00857	1	-1	0	0	1	0.063792	0.612194	0.000138	0.000024	0.000022	0.001569	0.735	0.002366	0.001416	0.926576	0.018606	3,017,101
2,746,981	575,135	14,433	5	0.843278	0.000469	0.75	0.000952	1	-1	-1	-1	-1	0.00053	0.765812	0	0	0	0	0.91	0	0	null	0	2,394,432
3,369,432	575,135	5,588	0	0.843286	0.000469	0.5	0.004897	1	-1	1	0	1	0.00053	0.765812	0	0	0	0	0.91	0	0	0.618587	0.000223	3,017,106
3,369,432	575,135	10,312	5	0.843286	0.000469	0.875	0.02884	1	0	1	0	-1	0.00053	0.765812	0	0	0	0	0.91	0	0	0.618587	0.000223	2,394,431
3,179,770	575,136	27,228	5	0.84347	0.000469	0.875	0.287716	1	1	-1	-1	-1	0.000442	0.460157	0	0	0	0.000143	0.925	0	0	null	0	2,221,473
3,586,805	575,136	16,182	0	0.995476	0.000469	0.75	0.065297	1	-1	0	1	-1	0.000442	0.460157	0	0	0	0.000143	0.925	0.000002	0.000001	0.618539	0.001195	3,017,108
3,586,805	575,136	44,168	5	0.995476	0.001874	0.875	0.128146	1	-1	0	1	-1	0.000442	0.460157	0	0	0	0.000143	0.925	0.000002	0.000001	0.618539	0.001195	2,221,472
2,148,615	575,137	37,234	5	0.99616	0.000469	0.75	0.006938	1	-1	0	0	1	0.000177	0.76198	0.000027	0	0	0	0.8225	0	0	null	0	2,641,862
952,704	575,138	37,976	0	0.839423	0.000469	0.625	0.005305	1	1	1	0	-1	0.001502	0.76125	0	0.000005	0	0.000143	0.6725	0	0	null	0	3,017,110
952,704	575,138	43,623	5	0.839423	0.001406	0.75	0.046388	1	-1	1	1	-1	0.001502	0.76125	0	0.000005	0	0.000143	0.6725	0	0	null	0	1,894,751
1,606,096	575,139	30,030	1	0.769699	0.000469	0.75	0.008162	1	-1	0	1	1	0.000442	0.615166	0.000013	0	0	0	0.2	0	0	null	0	2,640,420
1,951,995	575,139	13,228	0	0.920061	0.000469	0.125	0.001088	1	-1	0	0	-1	0.000442	0.615166	0.000013	0	0	0	0.2	0.000002	0.000002	0.618382	0.002022	3,017,112
586,594	575,139	16,695	1	0.920061	0.000469	0.75	0.00721	1	-1	0	1	1	0.000442	0.615166	0.000013	0	0	0	0.2	0.000003	0.000003	0.618216	0.000659	2,640,421
1,951,995	575,139	25,494	1	0.920061	0.000937	0.625	0.00857	1	-1	1	0	-1	0.000442	0.615166	0.000013	0	0	0	0.2	0.000002	0.000002	0.618382	0.002022	2,640,422
1,748,821	575,140	40,544	5	0.996198	0.000469	0.75	0.115767	1	1	0	1	-1	0.001855	0.536195	0.000027	0.000009	0.000013	0	0.3525	0	0	null	0	1,064,536
1,604,909	575,141	22,784	5	0.916343	0.000937	0.75	0.025711	1	1	0	1	-1	0	0.613592	0.000013	0	0	0.000143	0.5275	0	0	null	0	1,007,450
1,610,232	575,142	6,319	0	0.997074	0.000469	0.5	0.018229	1	1	0	1	-1	0	0.765014	0	0	0	0	1	0	0	0.618602	0.000071	3,017,117
1,876,500	575,142	15,961	5	0.997074	0.000469	0.5	0.001632	1	-1	0	0	-1	0	0.765014	0	0	0	0	1	0	0	null	0	943,377
1,610,232	575,142	20,620	5	0.997074	0.000469	0.875	0.028568	1	1	0	1	-1	0	0.765014	0	0	0	0	1	0	0	0.618602	0.000071	943,378
3,106,942	575,143	2,218	5	0.608991	0.001874	0.875	0.006666	1	-1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	null	0	716,780
3,049,010	575,143	977	5	0.608999	0.001874	0.875	0.028976	1	1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.453818	0.000262	749,573
1,615,833	575,143	21,013	5	0.608999	0.000469	0.75	0.011155	1	-1	1	0	0	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.618585	0.000431	716,778
2,708,690	575,143	24,201	0	0.608999	0.000469	0.75	0.012515	1	1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.66121	0.000115	3,017,125
1,615,833	575,143	24,603	0	0.608999	0.000469	0.875	0	1	-1	0	0	1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.618585	0.000431	3,017,119
3,386,831	575,143	25,167	0	0.608999	0.000469	0.875	0.000408	0	0	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.447003	0.000183	3,017,132
2,104,115	575,143	25,503	5	0.608999	0.000937	0.75	0.032377	1	1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.574543	0.000158	716,787
2,821,606	575,143	29,134	3	0.608999	0.000937	0.625	0.011835	1	-1	1	0	0	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.618597	0.000209	716,789
2,821,606	575,143	31,640	0	0.608999	0.000469	0.75	0.000816	1	0	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.618597	0.000209	3,017,120
803,928	575,143	32,138	4	0.608999	0.001406	0.625	0.005169	1	-1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.399257	0.00018	749,572
2,642,561	575,143	35,816	4	0.608999	0.002343	0.5	0.00136	1	-1	0	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.342791	0.000199	749,581
2,642,561	575,143	38,164	0	0.608999	0.000469	0.875	0.017549	1	1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.342791	0.000199	3,017,129
2,005,399	575,143	38,769	0	0.608999	0.000469	0.75	0.007482	0	1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.701456	0.00025	3,017,124
2,736,293	575,143	39,456	0	0.608999	0.000469	0.875	0.000816	1	1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.470093	0.000275	3,017,131
1,143,099	575,143	39,463	0	0.608999	0.000469	0.625	0.006666	1	0	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.346813	0.000195	3,017,128
2,104,115	575,143	39,943	0	0.608999	0.000469	0.5	0.002041	0	-1	-1	-1	1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.574543	0.000158	3,017,121
3,049,010	575,143	40,460	0	0.608999	0.000469	0.75	0.004625	1	-1	0	0	0	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.453818	0.000262	3,017,126
3,386,831	575,143	14,706	4	0.608999	0.00328	0.625	0.006666	0	-1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.447003	0.000183	749,574
1,846,346	575,143	41,618	4	0.608999	0.000469	0.75	0.012243	0	1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.666375	0.000089	716,783
2,005,399	575,143	13,630	4	0.608999	0.000469	0.625	0.003945	0	-1	1	0	1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.701456	0.00025	716,781
2,736,293	575,143	2,037	4	0.608999	0.000469	0.75	0	0	-1	0	0	0	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.470093	0.000275	749,578
692,570	575,143	2,772	0	0.608999	0.000469	0.75	0.006666	1	-1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.338778	0.000115	3,017,130
1,846,346	575,143	3,880	0	0.608999	0.000469	0.75	0.003945	1	1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.666375	0.000089	3,017,123
803,928	575,143	4,980	0	0.608999	0.000469	0.75	0.003265	1	1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.399257	0.00018	3,017,127
2,708,690	575,143	5,607	5	0.608999	0.000937	0.75	0.006802	0	0	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.66121	0.000115	749,569
692,570	575,143	6,300	5	0.608999	0.001406	0.875	0.010475	1	-1	1	0	1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.338778	0.000115	749,579
2,337,280	575,143	6,717	2	0.608999	0.000469	0.75	0.001224	0	-1	1	0	1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.71366	0.000132	716,784
2,337,280	575,143	10,920	0	0.608999	0.000469	0.625	0.002585	1	-1	1	0	1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.71366	0.000132	3,017,122
1,143,099	575,143	9,861	5	0.608999	0.001874	0.75	0.025983	1	-1	1	0	0	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.346813	0.000195	749,576
1,697,084	575,143	22,691	5	0.609075	0.003749	0.875	0.005441	1	1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.463601	0.000335	716,785
1,697,084	575,143	37,484	0	0.609075	0.000469	0.625	0.000272	1	-1	-1	-1	1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.463601	0.000335	3,017,133
290,003	575,143	14,103	0	0.609836	0.000469	0.875	0.104884	1	-1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.451608	0.000173	3,017,134
290,003	575,143	28,418	5	0.609836	0.002812	0.875	0.010203	1	-1	1	0	0	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.451608	0.000173	749,580
2,289,293	575,143	15,005	0	0.60992	0.000469	0.875	0.005714	1	-1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.439764	0.000152	3,017,135
2,289,293	575,143	12,624	4	0.60992	0.001406	0.75	0.005577	1	1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.439764	0.000152	749,575
2,976,322	575,143	16,886	0	0.612063	0.000469	0.75	0.003265	1	1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.513683	0.000033	3,017,138
33,388	575,143	17,881	0	0.612063	0.000469	0.75	0.026527	1	-1	1	0	1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.42807	0.000127	3,017,136
33,388	575,143	18,179	4	0.612063	0.002343	0.75	0.009114	1	1	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.42807	0.000127	716,786
3,116,289	575,143	21,409	4	0.612063	0.00328	0.75	0.016596	1	-1	1	0	0	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.527479	0.000277	716,782
2,976,322	575,143	18,666	4	0.612063	0.002812	0.625	0.003401	0	1	-1	-1	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.513683	0.000033	749,570
3,116,289	575,143	30,774	0	0.612063	0.000469	0.625	0.008026	1	0	1	0	-1	0.002474	0.608991	0	0.000009	0	0.001141	0.7275	0	0	0.527479	0.000277	3,017,137
1,975,135	575,144	9,106	4	0.687371	0.000469	0.875	0.094137	1	1	0	1	-1	0.000618	0.37935	0	0	0	0	0.875	0	0	null	0	681,438
3,525,266	575,144	4,295	5	0.920076	0.000469	0.875	0.028023	1	1	0	1	-1	0.000618	0.37935	0	0	0	0	0.875	0	0	0.618562	0.000686	681,439
3,525,266	575,144	8,909	0	0.920076	0.000469	0.625	0.003401	1	-1	0	0	1	0.000618	0.37935	0	0	0	0	0.875	0	0	0.618562	0.000686	3,017,145

Subsets and Splits