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
250,716	Female	24	1	28	1	< 1 Year	No	55,858	152	121	0
151,711	Male	21	1	36	0	< 1 Year	Yes	24,816	160	230	0
135,078	Male	58	1	48	0	1-2 Year	Yes	2,630	112	211	0
287,974	Male	71	1	28	0	1-2 Year	Yes	34,084	23	49	0
140,634	Female	33	1	42	0	1-2 Year	Yes	2,630	156	93	0
4,820	Female	25	1	30	1	< 1 Year	No	24,783	152	84	0
226,181	Male	29	1	41	0	< 1 Year	Yes	31,044	152	282	1
223,893	Female	28	1	34	1	< 1 Year	No	34,606	152	28	0
206,211	Male	55	1	46	0	> 2 Years	Yes	2,630	157	121	0
170,731	Female	22	1	30	1	< 1 Year	No	24,918	160	194	0
3,897	Male	38	1	37	1	> 2 Years	Yes	34,674	26	80	0
355,016	Male	40	1	28	0	1-2 Year	Yes	29,621	26	266	0
309,505	Male	25	1	8	1	< 1 Year	No	83,979	152	212	0
20,897	Female	72	1	8	1	1-2 Year	No	2,630	7	130	0
60,446	Male	26	1	35	1	< 1 Year	No	34,100	152	38	0
9,754	Male	26	1	37	0	< 1 Year	Yes	45,492	152	97	0
330,250	Male	68	1	15	0	> 2 Years	Yes	30,312	124	56	0
450,956	Male	24	1	15	1	< 1 Year	No	2,630	26	208	0
359,834	Female	26	1	36	1	< 1 Year	No	33,834	152	182	0
31,225	Male	45	1	14	0	1-2 Year	Yes	60,879	26	160	0
251,692	Female	62	1	28	1	1-2 Year	No	45,077	152	17	0
166,019	Male	50	1	45	0	1-2 Year	Yes	31,037	156	98	1
362,606	Female	25	1	28	1	< 1 Year	No	27,792	152	110	0
189,766	Female	52	1	28	0	1-2 Year	Yes	57,228	26	107	0
324,217	Male	23	1	40	0	< 1 Year	Yes	32,107	152	51	0
550	Male	27	1	46	1	< 1 Year	No	26,312	152	244	0
231,514	Male	23	1	46	1	< 1 Year	No	32,910	152	101	0
49,290	Female	25	1	41	1	< 1 Year	No	40,147	152	144	0
455,945	Female	27	1	3	1	< 1 Year	No	2,630	152	54	0
78,052	Female	73	1	8	0	1-2 Year	Yes	39,770	124	123	0
370,857	Female	29	1	46	0	< 1 Year	Yes	19,015	152	98	0
184,229	Female	21	1	18	1	< 1 Year	No	29,167	152	225	0
7,868	Female	21	1	3	1	< 1 Year	Yes	39,866	152	111	0
234,945	Male	42	1	28	0	1-2 Year	Yes	35,760	122	180	1
77,014	Female	45	1	30	0	1-2 Year	No	2,630	124	81	0
325,988	Male	64	1	39	0	1-2 Year	Yes	2,630	124	178	1
454,228	Female	42	1	38	0	1-2 Year	Yes	31,765	124	284	1
57,737	Male	47	1	28	0	1-2 Year	Yes	46,739	124	171	0
145,941	Male	49	1	43	0	1-2 Year	Yes	31,381	26	130	1
55,979	Male	58	1	28	0	1-2 Year	Yes	36,470	25	299	0
122,038	Male	25	1	41	1	< 1 Year	No	28,409	152	114	0
484,491	Male	44	1	28	0	1-2 Year	Yes	42,073	124	295	1
98,211	Female	41	1	28	1	1-2 Year	No	35,241	29	123	0
178,530	Male	25	1	37	0	< 1 Year	No	36,358	152	161	0
211,590	Male	23	1	8	0	< 1 Year	Yes	40,254	152	84	0
194,896	Male	58	1	7	0	> 2 Years	Yes	51,431	163	38	0
479,655	Male	25	1	15	1	< 1 Year	No	27,226	152	270	0
102,488	Male	21	1	36	0	< 1 Year	Yes	43,012	160	92	0
309,315	Male	60	1	39	0	1-2 Year	Yes	2,630	156	76	1
320,084	Male	24	1	11	1	< 1 Year	No	30,501	152	72	0
184,343	Male	53	1	8	0	1-2 Year	Yes	49,570	26	45	0
164,004	Male	24	1	46	0	< 1 Year	Yes	24,358	152	25	1
314,014	Male	40	1	0	0	1-2 Year	Yes	2,630	26	38	0
438,782	Female	39	1	41	1	1-2 Year	No	34,397	152	238	0
1,938	Male	23	1	34	0	< 1 Year	Yes	28,781	151	193	0
220,577	Female	22	1	37	1	< 1 Year	No	24,966	152	143	0
212,166	Male	40	1	36	0	1-2 Year	Yes	31,055	124	108	0
63,089	Female	31	1	41	0	< 1 Year	Yes	2,630	156	196	0
248,743	Female	26	1	21	1	< 1 Year	No	36,425	152	207	0
378,356	Male	33	1	28	0	1-2 Year	Yes	27,021	163	66	1
66,414	Male	50	1	23	1	1-2 Year	Yes	2,630	124	38	0
295,303	Female	43	1	50	0	1-2 Year	Yes	34,710	26	297	0
266,493	Male	40	1	23	1	1-2 Year	No	27,043	26	155	0
448,934	Male	58	1	23	1	1-2 Year	No	37,801	160	95	0
498,409	Male	68	1	18	1	1-2 Year	No	40,274	26	69	0
165,031	Male	25	1	28	1	< 1 Year	No	32,283	26	14	0
93,910	Female	36	1	50	0	1-2 Year	Yes	32,886	124	88	1
422,156	Male	35	1	17	0	1-2 Year	Yes	20,538	26	164	1
66,897	Male	50	1	8	0	1-2 Year	Yes	25,415	7	38	0
259,985	Female	54	1	18	0	1-2 Year	Yes	39,501	26	102	0
396,266	Female	27	1	28	1	< 1 Year	No	51,885	152	285	0
237,182	Female	20	1	46	1	< 1 Year	No	38,517	160	194	0
86,613	Female	54	1	33	1	1-2 Year	No	24,269	152	268	0
416,567	Female	29	1	30	1	< 1 Year	No	22,070	152	117	0
274,909	Male	28	1	28	0	< 1 Year	No	2,630	156	76	1
445,888	Female	46	1	41	0	1-2 Year	Yes	48,039	124	250	1
131,984	Male	25	1	15	0	< 1 Year	Yes	38,308	152	264	1
463,813	Male	42	1	46	1	1-2 Year	No	34,705	26	224	0
431,046	Female	43	1	28	0	1-2 Year	Yes	2,630	26	207	1
128,296	Male	23	1	13	1	< 1 Year	No	26,731	152	146	0
455,437	Male	26	1	14	1	< 1 Year	No	29,279	152	45	0
242,320	Female	22	1	41	1	< 1 Year	No	31,840	152	24	0
404,476	Female	24	1	28	1	< 1 Year	No	48,068	152	295	0
401,389	Female	24	1	8	1	< 1 Year	No	36,937	152	127	0
104,225	Female	42	1	41	1	1-2 Year	No	2,630	124	268	0
506,030	Male	37	1	30	0	1-2 Year	Yes	26,976	157	113	1
240,997	Male	39	1	26	1	1-2 Year	Yes	22,381	26	174	0
80,143	Female	21	1	3	1	< 1 Year	No	63,970	160	109	0
365,369	Male	58	1	30	1	1-2 Year	No	29,900	124	119	0
480,256	Female	56	1	28	0	> 2 Years	Yes	59,920	26	81	1
265,809	Female	52	1	2	0	1-2 Year	Yes	31,779	124	162	0
237,836	Female	47	1	35	0	1-2 Year	Yes	23,865	124	88	1
277,511	Male	44	1	41	1	1-2 Year	No	34,353	156	23	0
76,317	Male	28	1	35	1	< 1 Year	No	36,345	122	81	0
238,865	Male	61	1	28	0	> 2 Years	Yes	42,366	122	185	0
205,628	Male	58	1	7	1	1-2 Year	No	2,630	26	24	0
148,634	Female	50	1	28	0	1-2 Year	Yes	44,585	52	181	0
403,716	Male	50	1	6	0	1-2 Year	Yes	41,795	26	179	1
117,436	Male	79	1	33	1	1-2 Year	Yes	2,630	26	91	0
93,834	Female	24	1	26	1	< 1 Year	No	23,421	152	14	0

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