Split (1)

train · 10k rows

ID int64 101 1,000k	AGE stringclasses 4 values	GENDER stringclasses 2 values	RACE stringclasses 2 values	DRIVING_EXPERIENCE stringclasses 4 values	EDUCATION stringclasses 3 values	INCOME stringclasses 4 values	CREDIT_SCORE float64 0.05 0.96 ⌀	VEHICLE_OWNERSHIP float64 0 1	VEHICLE_YEAR stringclasses 2 values	MARRIED float64 0 1	CHILDREN float64 0 1	POSTAL_CODE int64 10.2k 92.1k	ANNUAL_MILEAGE float64 2k 22k ⌀	VEHICLE_TYPE stringclasses 2 values	SPEEDING_VIOLATIONS int64 0 22	DUIS int64 0 6	PAST_ACCIDENTS int64 0 15	OUTCOME float64 0 1
569,520	65+	female	majority	0-9y	high school	upper class	0.629027	1	after 2015	0	1	10,238	12,000	sedan	0	0	0	0
750,365	16-25	male	majority	0-9y	none	poverty	0.357757	0	before 2015	0	0	10,238	16,000	sedan	0	0	0	1
199,901	16-25	female	majority	0-9y	high school	working class	0.493146	1	before 2015	0	0	10,238	11,000	sedan	0	0	0	0
478,866	16-25	male	majority	0-9y	university	working class	0.206013	1	before 2015	0	1	32,765	11,000	sedan	0	0	0	0
731,664	26-39	male	majority	10-19y	none	working class	0.388366	1	before 2015	0	0	32,765	12,000	sedan	2	0	1	1
877,557	40-64	female	majority	20-29y	high school	upper class	0.619127	1	after 2015	0	1	10,238	13,000	sedan	3	0	3	0
930,134	65+	male	majority	30y+	high school	upper class	0.492944	0	after 2015	1	1	10,238	13,000	sedan	7	0	3	0
461,006	26-39	female	majority	0-9y	university	working class	0.468689	0	after 2015	0	1	10,238	14,000	sedan	0	0	0	1
68,366	40-64	female	majority	20-29y	university	working class	0.521815	0	before 2015	1	0	10,238	13,000	sedan	0	0	0	0
445,911	40-64	female	majority	0-9y	high school	upper class	0.561531	1	before 2015	0	1	32,765	11,000	sedan	0	0	0	1
275,820	65+	male	majority	30y+	high school	upper class	0.620361	1	after 2015	1	1	10,238	10,000	sedan	6	2	7	0
521,399	65+	female	majority	30y+	high school	upper class	0.729831	1	after 2015	1	0	32,765	12,000	sedan	4	0	0	0
429,728	40-64	male	majority	20-29y	high school	upper class	0.637045	1	before 2015	1	1	10,238	8,000	sedan	4	1	2	0
569,640	16-25	female	majority	0-9y	university	upper class	0.59126	1	before 2015	0	1	10,238	null	sedan	0	0	0	0
980,181	26-39	male	majority	10-19y	high school	middle class	0.461568	1	before 2015	1	1	10,238	12,000	sedan	0	2	1	0
906,223	26-39	female	majority	0-9y	high school	upper class	0.762798	0	after 2015	1	0	10,238	null	sedan	0	0	0	0
517,747	65+	male	majority	30y+	university	upper class	0.796175	1	before 2015	1	1	32,765	null	sedan	10	2	1	0
24,851	16-25	male	majority	0-9y	none	poverty	null	0	before 2015	1	0	32,765	12,000	sedan	0	0	0	1
104,086	26-39	female	majority	0-9y	university	upper class	0.680594	1	before 2015	0	1	32,765	null	sedan	0	0	0	1
240,658	16-25	female	majority	0-9y	high school	working class	0.417714	1	before 2015	0	1	10,238	18,000	sedan	0	0	0	1
484,399	16-25	female	majority	0-9y	high school	working class	0.409514	0	before 2015	0	0	10,238	17,000	sedan	0	0	0	1
912,828	16-25	male	majority	0-9y	high school	middle class	0.55326	1	after 2015	1	1	32,765	8,000	sedan	0	0	0	1
892,754	40-64	male	majority	20-29y	none	poverty	0.33095	1	before 2015	1	1	10,238	13,000	sedan	3	1	1	0
217	16-25	male	majority	0-9y	none	poverty	null	0	before 2015	0	0	10,238	17,000	sedan	0	0	0	0
633,896	65+	male	majority	30y+	high school	upper class	0.500631	1	before 2015	1	1	32,765	7,000	sedan	13	2	3	0
193,110	26-39	female	majority	10-19y	university	middle class	0.55197	1	before 2015	1	0	10,238	14,000	sports car	0	0	0	0
98,515	40-64	male	majority	10-19y	high school	middle class	0.626996	1	before 2015	0	0	10,238	13,000	sedan	1	1	0	0
165,623	26-39	male	majority	10-19y	none	poverty	0.294797	1	before 2015	1	0	10,238	15,000	sedan	0	0	1	0
493,590	26-39	male	majority	10-19y	university	middle class	0.55195	0	after 2015	0	0	10,238	17,000	sedan	0	0	1	0
389,792	65+	male	majority	0-9y	university	upper class	0.64982	1	after 2015	1	1	32,765	9,000	sedan	0	0	0	1
642,614	40-64	male	majority	20-29y	high school	middle class	0.521804	1	after 2015	1	1	92,101	7,000	sedan	2	0	1	0
951,465	65+	female	majority	30y+	university	upper class	0.701268	1	before 2015	1	1	10,238	10,000	sedan	3	1	1	0
496,987	16-25	male	majority	0-9y	none	poverty	0.171244	1	before 2015	1	1	10,238	9,000	sedan	0	0	0	0
732,437	16-25	male	majority	0-9y	none	poverty	0.318442	1	before 2015	0	1	32,765	10,000	sedan	0	0	0	1
146,897	26-39	female	majority	0-9y	high school	middle class	0.604684	1	before 2015	1	1	21,217	11,000	sedan	0	0	0	1
316,173	16-25	male	majority	0-9y	university	working class	0.504995	0	after 2015	0	0	32,765	8,000	sedan	0	0	0	1
9,013	26-39	male	majority	10-19y	high school	working class	0.625147	1	before 2015	0	1	10,238	17,000	sedan	3	0	2	0
511,757	40-64	female	majority	10-19y	none	middle class	null	1	before 2015	1	1	10,238	11,000	sedan	2	0	1	0
429,947	65+	male	majority	30y+	university	upper class	null	0	after 2015	0	1	10,238	12,000	sports car	6	0	5	0
485,660	40-64	male	majority	10-19y	university	upper class	0.578131	1	before 2015	0	1	92,101	14,000	sedan	1	0	1	0
80,496	65+	male	majority	30y+	high school	upper class	0.705454	1	before 2015	1	1	10,238	10,000	sedan	5	1	3	0
478,336	40-64	male	majority	20-29y	university	upper class	0.659525	1	after 2015	0	1	10,238	16,000	sedan	4	0	2	0
10,843	40-64	male	majority	20-29y	university	upper class	0.587384	0	after 2015	1	1	32,765	9,000	sedan	10	2	0	0
397,446	16-25	male	majority	0-9y	none	poverty	0.406482	0	before 2015	0	0	10,238	16,000	sedan	0	0	0	1
101,678	26-39	female	majority	10-19y	high school	poverty	0.285747	0	before 2015	0	1	10,238	13,000	sedan	1	0	0	1
231,661	40-64	male	majority	20-29y	high school	middle class	0.502285	0	before 2015	0	0	10,238	14,000	sports car	3	0	4	0
173,782	65+	male	majority	20-29y	high school	upper class	0.625626	1	after 2015	1	1	10,238	7,000	sedan	7	0	5	0
921,097	40-64	female	majority	20-29y	university	upper class	null	1	after 2015	1	1	92,101	11,000	sedan	3	0	2	0
98,839	26-39	female	minority	10-19y	university	working class	0.393153	1	before 2015	0	1	32,765	12,000	sedan	1	0	0	0
105,372	26-39	female	minority	10-19y	none	working class	0.50395	0	before 2015	0	1	10,238	14,000	sedan	1	0	0	0
888,828	40-64	male	majority	20-29y	university	upper class	0.658627	1	before 2015	1	0	10,238	14,000	sedan	3	0	2	0
37,454	26-39	female	majority	0-9y	high school	working class	0.524146	0	before 2015	0	0	10,238	17,000	sedan	0	0	0	1
370,044	65+	male	majority	20-29y	university	upper class	0.553101	0	after 2015	1	1	32,765	7,000	sedan	9	0	1	0
768,282	16-25	female	majority	0-9y	university	working class	0.447551	0	before 2015	1	1	10,238	8,000	sedan	0	0	0	1
738,729	16-25	female	majority	0-9y	none	working class	0.510733	1	before 2015	1	1	10,238	7,000	sedan	0	0	0	1
437,535	26-39	female	majority	10-19y	high school	middle class	null	1	after 2015	1	0	10,238	15,000	sedan	0	0	0	0
329,536	16-25	female	majority	0-9y	high school	poverty	0.461374	0	before 2015	0	0	32,765	9,000	sedan	0	0	0	1
328,531	40-64	female	majority	20-29y	university	middle class	0.387557	0	after 2015	0	1	32,765	12,000	sedan	2	0	1	0
123,941	40-64	female	majority	20-29y	university	middle class	0.570157	1	after 2015	1	1	10,238	null	sedan	0	0	0	0
131,881	26-39	male	majority	10-19y	university	working class	0.550125	1	before 2015	0	0	10,238	16,000	sedan	0	1	0	0
839,572	40-64	male	majority	20-29y	high school	working class	0.452944	0	before 2015	1	1	10,238	12,000	sedan	3	0	1	0
171,578	26-39	male	majority	10-19y	university	upper class	null	1	before 2015	1	1	10,238	8,000	sedan	2	0	1	0
589,757	40-64	female	majority	20-29y	high school	upper class	0.535274	1	before 2015	1	1	92,101	7,000	sedan	2	0	0	0
336,859	16-25	female	majority	0-9y	university	middle class	0.614736	1	before 2015	0	1	10,238	15,000	sedan	0	0	0	1
788,111	40-64	female	minority	20-29y	high school	poverty	0.454447	1	before 2015	1	1	10,238	null	sedan	1	0	1	0
407,453	40-64	female	majority	0-9y	university	upper class	0.613741	1	before 2015	0	0	10,238	null	sedan	0	0	0	0
367,026	40-64	female	minority	10-19y	high school	working class	0.532661	1	before 2015	1	1	10,238	11,000	sedan	0	0	0	0
334,687	40-64	female	minority	0-9y	university	middle class	0.427729	1	before 2015	0	0	10,238	15,000	sedan	0	0	0	1
623,367	65+	male	majority	20-29y	university	upper class	0.685946	1	before 2015	1	1	32,765	5,000	sedan	4	1	4	0
688,440	65+	male	majority	10-19y	university	upper class	0.693612	1	before 2015	1	1	10,238	10,000	sedan	2	0	0	0
547,974	65+	male	majority	20-29y	high school	upper class	0.597991	0	before 2015	1	1	10,238	12,000	sedan	2	1	7	1
989,064	26-39	male	majority	0-9y	none	poverty	0.330819	0	after 2015	1	1	10,238	12,000	sedan	0	0	0	1
422,816	40-64	male	majority	20-29y	high school	working class	null	1	before 2015	0	0	10,238	12,000	sedan	5	0	7	0
307,408	26-39	female	minority	10-19y	none	working class	null	1	before 2015	0	1	10,238	9,000	sedan	2	0	0	0
675,898	16-25	male	majority	0-9y	high school	middle class	0.508304	1	before 2015	0	1	10,238	16,000	sedan	0	0	0	0
480,452	26-39	female	majority	0-9y	university	upper class	0.764133	1	before 2015	1	1	10,238	12,000	sedan	0	0	0	0
93,199	40-64	female	majority	0-9y	university	middle class	0.477517	1	after 2015	1	1	10,238	14,000	sedan	0	0	0	0
125,802	40-64	female	majority	20-29y	university	upper class	0.681233	1	before 2015	1	1	10,238	10,000	sedan	0	0	1	0
616,663	40-64	male	majority	0-9y	university	upper class	0.467156	1	after 2015	0	0	10,238	16,000	sedan	0	0	0	0
423,497	16-25	female	majority	0-9y	high school	working class	0.394163	1	before 2015	0	0	10,238	16,000	sedan	0	0	0	1
492,837	40-64	female	majority	10-19y	university	upper class	0.661061	1	after 2015	1	1	10,238	14,000	sedan	0	0	0	0
422,563	40-64	male	majority	20-29y	university	upper class	0.665188	0	before 2015	0	1	10,238	14,000	sedan	2	0	1	0
185,231	16-25	female	majority	0-9y	high school	middle class	0.56077	1	before 2015	0	1	10,238	11,000	sedan	0	0	0	0
949,152	26-39	female	majority	10-19y	university	upper class	0.745433	0	after 2015	0	0	32,765	9,000	sedan	0	0	0	0
859,453	26-39	male	majority	10-19y	university	middle class	0.532574	1	before 2015	1	1	10,238	13,000	sedan	1	0	2	0
466,578	26-39	female	majority	10-19y	high school	middle class	0.526747	1	after 2015	0	1	10,238	14,000	sedan	0	0	0	0
998,214	16-25	female	minority	0-9y	none	poverty	0.412452	0	before 2015	0	0	10,238	14,000	sedan	0	0	0	1
828,462	40-64	male	majority	20-29y	high school	working class	0.387107	0	before 2015	0	1	10,238	16,000	sedan	0	0	6	0
511,837	65+	male	majority	10-19y	high school	middle class	0.549994	1	before 2015	1	1	32,765	9,000	sedan	3	1	1	0
554,995	16-25	male	majority	0-9y	university	upper class	0.585342	1	before 2015	1	1	10,238	12,000	sports car	0	0	0	1
680,717	65+	male	majority	30y+	none	middle class	0.59874	1	before 2015	1	1	10,238	14,000	sedan	6	1	3	0
978,021	40-64	male	majority	20-29y	university	upper class	0.602656	1	after 2015	1	1	10,238	7,000	sedan	4	0	6	0
509,815	26-39	female	majority	0-9y	high school	working class	0.511457	1	after 2015	1	1	32,765	null	sedan	0	0	0	0
6,676	40-64	female	majority	20-29y	high school	upper class	0.558659	0	before 2015	0	1	10,238	15,000	sedan	3	0	2	0
362,280	40-64	male	majority	10-19y	high school	working class	0.628407	0	before 2015	0	0	10,238	13,000	sedan	0	0	0	1
883,018	40-64	male	majority	0-9y	high school	working class	0.50579	1	before 2015	0	1	10,238	13,000	sedan	0	0	0	0
889,355	26-39	female	majority	10-19y	university	upper class	0.726818	1	before 2015	1	1	10,238	15,000	sedan	2	0	0	0
198,273	65+	male	majority	20-29y	university	upper class	0.690442	1	after 2015	1	1	32,765	9,000	sedan	8	0	2	0
197,763	40-64	male	majority	20-29y	university	upper class	0.479677	0	after 2015	1	0	10,238	14,000	sedan	1	0	2	0
55,670	26-39	male	majority	10-19y	university	upper class	null	1	after 2015	1	1	10,238	11,000	sedan	3	1	0	0

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