Split (2)

train · 382k rows

id int64	Gender string	Age int64	Driving_License int64	Region_Code float64	Previously_Insured int64	Vehicle_Age string	Vehicle_Damage string	Annual_Premium float64	Policy_Sales_Channel float64	Vintage int64	Response int64
304,849	Male	22	1	36	0	< 1 Year	Yes	55,723	160	75	0
72,350	Male	23	1	33	1	< 1 Year	No	29,174	152	232	0
328,493	Female	41	1	46	1	1-2 Year	No	26,392	124	33	0
16,921	Female	60	1	28	0	1-2 Year	Yes	48,068	124	208	0
48,773	Female	23	1	12	0	< 1 Year	No	26,565	152	138	0
185,875	Female	20	1	36	0	< 1 Year	Yes	2,630	160	112	0
111,570	Female	28	1	8	1	1-2 Year	Yes	48,124	154	52	0
10,170	Male	59	1	8	0	1-2 Year	Yes	41,634	122	133	1
121,934	Female	28	1	28	1	< 1 Year	No	58,961	152	62	0
255,277	Male	41	1	17	1	1-2 Year	Yes	2,630	26	270	0
94,900	Female	53	1	29	0	1-2 Year	Yes	34,395	26	252	1
403,487	Female	32	1	7	0	1-2 Year	Yes	33,820	26	122	1
68,623	Male	33	1	37	0	1-2 Year	Yes	24,334	156	268	0
10,811	Male	38	1	28	0	1-2 Year	Yes	55,808	124	185	1
34,374	Male	42	1	46	0	1-2 Year	Yes	23,350	157	18	1
316,991	Female	24	1	35	1	< 1 Year	No	55,320	152	73	0
242,899	Male	22	1	50	0	1-2 Year	Yes	2,630	157	52	0
92,104	Male	66	1	29	0	1-2 Year	Yes	33,808	26	85	0
129,407	Male	23	1	39	1	< 1 Year	No	41,227	152	272	0
301,017	Female	37	1	30	1	1-2 Year	No	25,988	152	84	0
289,172	Male	71	1	8	1	1-2 Year	No	39,135	124	115	0
380,910	Male	52	1	29	0	1-2 Year	Yes	22,367	26	40	1
400,790	Male	30	1	28	0	1-2 Year	Yes	25,191	124	142	1
353,817	Female	44	1	8	1	1-2 Year	No	25,939	124	82	0
33,002	Male	26	1	26	1	< 1 Year	No	33,088	152	182	0
356,296	Male	26	1	39	0	< 1 Year	Yes	29,573	152	42	0
472,916	Male	64	1	46	0	> 2 Years	Yes	53,085	26	234	1
226,858	Female	35	1	28	0	1-2 Year	Yes	74,807	122	200	0
334,451	Male	72	1	39	1	1-2 Year	No	2,630	60	190	0
320,032	Male	81	1	28	1	1-2 Year	No	40,931	124	229	0
204,216	Male	42	1	28	1	1-2 Year	No	42,796	26	127	0
291,736	Female	59	1	16	1	1-2 Year	No	2,630	152	228	0
27,949	Male	45	1	28	0	1-2 Year	Yes	45,000	124	58	0
332,185	Female	50	1	28	0	1-2 Year	Yes	46,622	124	132	0
235,982	Male	65	1	28	0	1-2 Year	Yes	26,778	154	176	1
435,199	Female	73	1	28	1	1-2 Year	No	39,037	26	244	0
174,265	Female	24	1	28	1	< 1 Year	No	29,124	152	23	0
206,234	Female	45	1	38	0	1-2 Year	Yes	2,630	124	242	0
36,423	Male	29	1	47	1	< 1 Year	No	35,751	152	135	0
181,829	Male	52	1	41	1	1-2 Year	No	34,667	12	76	0
356,266	Male	58	1	28	0	1-2 Year	Yes	65,334	26	133	0
298,438	Female	27	1	41	0	< 1 Year	Yes	27,666	152	87	1
5,108	Male	33	1	41	1	< 1 Year	No	25,850	152	228	0
23,150	Male	48	1	33	0	1-2 Year	Yes	32,038	124	36	0
307,756	Male	48	1	50	0	1-2 Year	No	21,037	26	142	0
372,438	Male	26	1	8	1	< 1 Year	No	51,572	152	113	0
229,289	Male	24	1	10	1	< 1 Year	No	33,780	152	144	0
501,904	Female	24	1	8	1	< 1 Year	No	39,694	152	73	0
38,722	Female	79	1	2	1	1-2 Year	No	29,539	152	100	0
20,534	Male	50	1	48	0	1-2 Year	Yes	2,630	26	86	0
325,201	Female	25	1	28	1	< 1 Year	No	39,288	152	74	0
332,048	Female	28	1	4	1	< 1 Year	No	34,307	152	49	0
10,276	Female	41	1	4	0	1-2 Year	Yes	33,911	26	274	1
303,578	Male	23	1	11	1	< 1 Year	No	23,677	152	131	0
335,474	Male	61	1	46	0	1-2 Year	Yes	28,990	26	25	1
368,052	Female	23	1	15	0	< 1 Year	Yes	29,984	152	100	1
165,923	Male	20	1	28	1	1-2 Year	No	47,283	124	117	0
334,481	Female	27	1	15	1	< 1 Year	No	2,630	152	181	0
159,115	Male	74	1	15	0	1-2 Year	Yes	34,260	14	222	0
127,271	Male	23	1	39	0	< 1 Year	No	2,630	152	298	0
121,288	Male	24	1	7	1	< 1 Year	No	2,630	152	292	0
370,844	Female	51	1	8	0	1-2 Year	Yes	48,282	26	15	0
478,404	Female	32	1	15	1	1-2 Year	No	30,890	124	70	0
195,177	Male	22	1	46	1	< 1 Year	No	38,443	152	38	0
80,377	Female	28	1	28	0	1-2 Year	Yes	2,630	26	69	0
435,342	Male	54	1	28	0	> 2 Years	Yes	49,675	26	120	1
21,705	Male	22	1	30	1	< 1 Year	No	23,899	152	288	0
65,053	Male	35	1	46	0	1-2 Year	Yes	27,249	124	241	1
84,434	Male	62	1	28	0	1-2 Year	Yes	27,463	26	90	0
341,963	Female	21	1	15	0	< 1 Year	Yes	28,058	152	102	0
2,980	Female	66	1	28	0	1-2 Year	Yes	54,295	26	278	0
443,801	Female	27	1	12	1	< 1 Year	No	2,630	152	154	0
493,758	Male	35	1	8	0	1-2 Year	Yes	40,768	26	160	1
323,716	Female	43	1	29	1	1-2 Year	Yes	2,630	157	140	0
361,356	Male	31	1	8	1	< 1 Year	No	67,397	160	15	0
476,419	Male	52	1	28	1	1-2 Year	No	30,718	124	241	0
368,575	Male	23	1	47	0	< 1 Year	Yes	40,467	152	193	0
95,591	Male	30	1	10	1	< 1 Year	No	33,604	152	46	0
4,712	Male	40	1	36	0	1-2 Year	Yes	2,630	124	146	1
227,315	Male	22	1	30	1	< 1 Year	No	30,304	152	15	0
252,894	Male	50	1	10	1	1-2 Year	No	2,630	160	255	0
199,183	Female	25	1	27	0	< 1 Year	No	22,229	152	92	0
439,800	Female	47	1	41	0	1-2 Year	Yes	2,630	156	206	1
243,953	Male	28	1	41	0	< 1 Year	Yes	2,630	160	49	0
184,980	Female	25	1	37	0	< 1 Year	Yes	22,058	152	116	0
202,894	Male	61	1	28	0	1-2 Year	Yes	39,080	125	215	0
364,927	Male	38	1	30	0	1-2 Year	Yes	2,630	157	110	0
135,124	Male	55	1	30	0	1-2 Year	No	28,667	152	262	1
323,557	Female	36	1	8	0	1-2 Year	Yes	2,630	156	136	0
281,744	Female	42	1	28	1	1-2 Year	No	2,630	124	153	0
92,967	Male	57	1	28	0	1-2 Year	Yes	2,630	26	278	1
140,484	Male	40	1	48	0	1-2 Year	Yes	2,630	26	142	1
111,221	Female	24	1	46	1	< 1 Year	No	33,583	152	267	0
209,682	Male	35	1	41	0	1-2 Year	Yes	25,169	154	189	1
280,207	Female	26	1	28	0	< 1 Year	Yes	27,639	152	244	0
154,690	Female	23	1	27	0	< 1 Year	No	49,718	152	148	0
109,769	Male	38	1	46	1	1-2 Year	No	20,979	160	42	0
329,293	Male	24	1	15	0	< 1 Year	No	25,875	152	154	0
218,532	Male	54	1	3	1	1-2 Year	No	28,363	26	37	0
352,216	Female	29	1	36	1	< 1 Year	No	34,791	152	187	0

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