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
125,934	Female	22	1	6	1	< 1 Year	No	29,785	152	121	0
321,950	Male	38	1	15	1	1-2 Year	No	2,630	156	11	0
253,059	Male	22	1	30	1	< 1 Year	No	36,832	152	164	0
90,165	Female	46	1	28	0	1-2 Year	Yes	46,213	26	175	0
234,923	Male	67	1	39	1	1-2 Year	No	33,439	26	103	0
282,680	Female	61	1	8	1	1-2 Year	No	30,105	124	142	0
32,147	Female	21	1	24	0	< 1 Year	Yes	19,888	160	198	0
19,244	Female	25	1	35	1	< 1 Year	No	24,027	152	222	0
35,787	Female	45	1	46	0	> 2 Years	Yes	33,781	26	47	0
191,729	Female	25	1	28	0	< 1 Year	Yes	22,494	152	261	0
311,834	Female	29	1	8	1	< 1 Year	No	32,936	152	40	0
150,130	Male	85	1	48	0	1-2 Year	Yes	2,630	124	37	0
20,395	Female	23	1	46	1	< 1 Year	No	34,993	152	64	0
476,225	Male	23	1	30	1	< 1 Year	No	31,193	152	63	0
194,590	Male	54	1	28	0	1-2 Year	Yes	84,241	26	84	1
462,650	Female	22	1	34	1	< 1 Year	No	31,129	152	218	0
92,676	Male	63	1	50	1	1-2 Year	No	2,630	30	285	0
118,372	Female	23	1	46	1	< 1 Year	No	31,210	152	256	0
48,177	Female	39	1	2	0	1-2 Year	No	33,864	152	24	0
444,147	Female	32	1	30	1	< 1 Year	No	23,293	151	62	0
110,192	Female	44	1	28	0	1-2 Year	Yes	27,167	26	296	0
169,873	Male	42	1	28	0	1-2 Year	Yes	49,556	31	131	0
123,489	Male	60	1	28	0	1-2 Year	Yes	42,466	26	229	0
6,347	Male	39	1	28	1	1-2 Year	No	59,606	122	216	0
448,961	Female	43	1	11	0	1-2 Year	Yes	31,275	12	117	1
285,626	Male	62	1	27	0	1-2 Year	Yes	2,630	156	212	0
145,932	Female	21	1	2	0	< 1 Year	Yes	2,630	160	165	0
295,108	Male	49	1	28	0	> 2 Years	Yes	51,213	26	286	1
343,973	Female	36	1	12	0	1-2 Year	No	28,912	154	158	0
42,949	Male	48	1	28	0	1-2 Year	Yes	27,593	124	189	1
346,881	Male	61	1	36	0	1-2 Year	Yes	2,630	156	83	0
265,446	Male	44	1	28	0	> 2 Years	Yes	39,911	26	75	1
356,209	Female	48	1	28	0	> 2 Years	Yes	41,094	122	77	0
325,330	Male	61	1	28	0	1-2 Year	Yes	47,381	124	252	1
352,614	Male	52	1	8	1	1-2 Year	No	33,207	124	216	0
292,339	Female	25	1	8	0	< 1 Year	Yes	47,168	152	66	0
224,503	Female	46	1	28	0	1-2 Year	Yes	29,227	25	234	0
29,129	Female	36	1	9	0	1-2 Year	Yes	38,639	31	256	1
109,249	Male	54	1	19	0	1-2 Year	Yes	2,630	124	257	0
135,292	Male	49	1	10	1	1-2 Year	No	20,493	26	299	0
43,265	Male	59	1	28	0	> 2 Years	Yes	44,702	124	254	1
168,976	Male	40	1	28	0	1-2 Year	Yes	47,842	124	284	0
200,764	Male	75	1	28	1	1-2 Year	No	44,261	26	42	0
163,786	Female	29	1	27	0	< 1 Year	Yes	2,630	160	44	0
44,201	Female	43	1	29	1	1-2 Year	No	24,279	124	146	0
328,081	Male	60	1	28	0	1-2 Year	Yes	55,498	26	168	1
158,568	Female	24	1	48	0	< 1 Year	No	2,630	152	161	0
12,871	Female	24	1	21	0	< 1 Year	No	2,630	152	189	0
201,899	Female	51	1	30	0	1-2 Year	No	2,630	152	28	0
444,010	Male	37	1	28	0	1-2 Year	Yes	69,646	124	142	1
165,161	Male	23	1	30	1	< 1 Year	No	30,303	152	134	0
342,985	Male	53	1	28	1	1-2 Year	No	30,298	26	196	0
299,669	Male	27	1	50	1	< 1 Year	No	2,630	152	256	0
474,893	Male	44	1	41	0	1-2 Year	Yes	56,868	12	38	1
345,250	Male	54	1	47	1	1-2 Year	No	52,563	124	214	0
507,686	Male	41	1	8	1	1-2 Year	No	2,630	26	247	0
166,111	Male	26	1	16	1	< 1 Year	No	33,476	152	110	0
48,035	Male	39	1	30	0	1-2 Year	Yes	24,205	124	125	0
470,196	Male	36	1	46	1	1-2 Year	No	2,630	152	30	0
387,866	Female	26	1	2	1	< 1 Year	No	27,819	152	113	0
426,716	Male	43	1	28	0	1-2 Year	Yes	27,726	26	122	1
418,660	Female	39	1	28	0	1-2 Year	Yes	2,630	157	106	1
142,908	Male	24	1	15	0	< 1 Year	No	46,198	152	242	0
469,266	Female	22	1	28	1	1-2 Year	No	39,687	163	19	0
312,293	Female	25	1	29	1	< 1 Year	No	31,767	152	231	0
129,455	Female	64	1	28	0	1-2 Year	Yes	50,252	122	263	0
161,106	Male	32	1	28	0	> 2 Years	Yes	40,291	124	37	1
350,431	Female	73	1	28	0	1-2 Year	Yes	38,408	26	222	0
207,298	Female	23	1	10	0	< 1 Year	No	22,317	151	68	0
228,575	Male	28	1	50	1	< 1 Year	No	20,270	152	34	0
265,137	Male	20	1	22	0	< 1 Year	Yes	34,481	160	154	0
164,545	Male	25	1	8	1	< 1 Year	No	46,004	152	153	0
359,857	Female	52	1	32	0	1-2 Year	Yes	32,163	26	149	0
147,542	Female	48	1	11	0	1-2 Year	Yes	27,062	124	45	1
113,558	Female	47	1	8	1	1-2 Year	No	36,564	155	139	0
473,077	Female	28	1	3	0	< 1 Year	Yes	32,434	124	79	1
25,025	Female	35	1	49	0	1-2 Year	No	31,012	152	11	0
114,037	Female	21	1	46	1	< 1 Year	No	29,975	152	23	0
282,993	Female	41	1	28	0	1-2 Year	Yes	63,610	122	141	0
35,275	Male	36	1	28	0	1-2 Year	Yes	47,696	122	96	0
361,189	Male	44	1	28	0	1-2 Year	Yes	51,478	26	89	0
83,023	Male	63	1	28	0	> 2 Years	Yes	32,024	26	33	1
500,747	Male	34	1	28	0	1-2 Year	Yes	36,365	124	88	1
425,760	Male	80	1	31	1	1-2 Year	No	2,630	124	240	0
266,162	Female	29	1	10	1	< 1 Year	No	26,700	152	14	0
349,770	Male	49	1	28	1	1-2 Year	No	37,338	124	176	0
486,781	Male	21	1	41	1	< 1 Year	No	36,797	152	121	0
77,961	Female	45	1	46	0	1-2 Year	Yes	44,205	156	243	1
163,501	Male	53	1	23	0	1-2 Year	Yes	2,630	157	124	0
50,100	Male	35	1	0	1	1-2 Year	No	2,630	152	261	0
43,996	Male	42	1	6	1	1-2 Year	No	30,127	124	171	0
346,409	Male	33	1	33	1	< 1 Year	No	32,294	152	62	0
378,631	Male	51	1	19	0	1-2 Year	Yes	2,630	157	91	0
14,051	Female	48	1	28	0	1-2 Year	Yes	32,218	26	183	1
134,751	Male	25	1	45	0	< 1 Year	Yes	109,865	152	170	0
96,755	Female	76	1	28	1	1-2 Year	No	57,707	26	287	0
2,693	Male	51	1	29	1	1-2 Year	Yes	2,630	26	187	0
182,326	Male	43	1	28	1	1-2 Year	No	28,273	26	60	0
255,418	Male	48	1	37	0	1-2 Year	Yes	33,894	124	259	1
21,445	Female	36	1	28	0	1-2 Year	Yes	37,144	26	190	1

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