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
158,283	Male	52	1	28	0	1-2 Year	Yes	26,100	26	248	0
326,596	Male	37	1	28	1	1-2 Year	No	37,655	122	241	0
344,066	Male	28	1	29	1	< 1 Year	No	30,369	152	294	0
191,250	Male	27	1	12	1	< 1 Year	No	28,219	152	232	0
127,328	Male	23	1	41	1	< 1 Year	No	24,700	152	211	0
427,964	Female	26	1	41	1	< 1 Year	No	40,670	152	56	0
365,740	Male	41	1	28	0	1-2 Year	Yes	35,762	122	48	1
505,511	Male	46	1	8	0	1-2 Year	Yes	36,084	26	162	1
314,705	Female	26	1	18	1	< 1 Year	No	2,630	152	22	0
316,914	Female	50	1	30	1	1-2 Year	No	25,702	124	243	0
127,993	Male	41	1	28	1	1-2 Year	No	43,765	124	207	0
108,426	Male	47	1	19	0	1-2 Year	Yes	41,973	124	42	0
86,508	Female	45	1	28	0	1-2 Year	Yes	46,759	124	72	0
69,555	Male	26	1	28	0	< 1 Year	Yes	31,448	152	54	0
255,869	Male	61	1	15	0	1-2 Year	No	42,048	26	22	0
217,278	Male	22	1	50	0	< 1 Year	Yes	32,022	152	147	0
313,567	Female	24	1	14	1	< 1 Year	Yes	24,708	152	275	0
199,116	Female	22	1	8	0	< 1 Year	Yes	51,406	152	177	0
362,705	Male	23	1	15	0	< 1 Year	No	32,868	152	70	0
227,064	Female	49	1	8	1	1-2 Year	No	2,630	124	61	0
205,786	Male	22	1	41	1	< 1 Year	No	51,919	152	65	0
163,562	Male	56	1	7	1	1-2 Year	Yes	2,630	124	296	0
451,663	Female	24	1	3	1	< 1 Year	No	2,630	152	160	0
5,552	Female	64	1	26	0	1-2 Year	No	42,565	120	113	0
26,902	Male	27	1	29	0	1-2 Year	Yes	25,615	156	216	0
253,473	Male	51	1	30	1	1-2 Year	No	18,969	124	33	0
502,809	Male	21	1	36	1	< 1 Year	No	36,221	152	178	0
343,699	Male	49	1	46	0	1-2 Year	Yes	26,796	157	27	0
85,608	Male	30	1	29	0	1-2 Year	Yes	2,630	156	40	1
223,955	Male	71	1	28	0	1-2 Year	Yes	2,630	157	119	0
369,420	Male	47	1	35	0	1-2 Year	Yes	31,315	124	130	0
70,774	Male	57	1	45	0	1-2 Year	Yes	24,912	26	41	1
6,835	Male	26	1	37	1	< 1 Year	No	28,684	152	260	0
124,923	Female	23	1	41	1	< 1 Year	No	23,498	152	11	0
269,524	Female	32	1	11	0	< 1 Year	Yes	36,069	120	196	1
195,783	Male	74	1	8	0	1-2 Year	Yes	54,011	124	242	1
434,091	Female	23	1	8	1	< 1 Year	No	36,721	152	112	0
159,848	Male	25	1	28	1	< 1 Year	No	60,350	152	252	0
152,565	Male	21	1	36	0	< 1 Year	Yes	60,418	160	46	0
366,987	Female	21	1	6	1	< 1 Year	No	26,768	152	112	0
457,707	Male	46	1	28	0	1-2 Year	Yes	2,630	124	22	1
365,576	Female	46	1	8	0	1-2 Year	Yes	2,630	124	15	0
351,367	Male	23	1	50	1	< 1 Year	No	26,153	152	87	0
186,384	Male	32	1	39	0	1-2 Year	Yes	27,731	154	179	0
120,050	Male	49	1	8	0	1-2 Year	Yes	49,584	7	152	1
65,682	Male	50	1	3	0	1-2 Year	Yes	21,732	26	30	0
121,517	Male	62	1	3	1	1-2 Year	No	2,630	26	97	0
266,546	Male	48	1	41	1	1-2 Year	No	2,630	152	212	0
13,879	Male	23	1	14	1	< 1 Year	No	36,399	152	151	0
308,184	Male	42	1	30	0	1-2 Year	Yes	31,223	163	115	0
146,428	Female	30	1	11	1	< 1 Year	No	28,557	152	228	0
25,468	Female	41	1	46	0	1-2 Year	Yes	26,219	124	72	0
459,082	Female	24	1	6	1	< 1 Year	No	22,226	152	258	0
371,244	Male	80	1	28	0	1-2 Year	Yes	2,630	124	55	0
176,656	Female	45	1	28	0	1-2 Year	Yes	37,595	26	86	1
42,542	Female	23	1	8	1	< 1 Year	No	45,438	152	146	0
85,431	Male	49	1	47	1	1-2 Year	No	37,359	124	180	0
411,582	Female	29	1	28	0	< 1 Year	Yes	50,329	155	163	1
97,823	Male	51	1	47	0	> 2 Years	Yes	28,554	124	156	0
149,508	Male	28	1	41	0	< 1 Year	Yes	22,707	152	57	0
271,764	Female	47	1	7	1	1-2 Year	No	30,544	122	285	0
293,372	Male	23	1	47	1	< 1 Year	Yes	2,630	26	119	0
203,697	Male	36	1	28	1	1-2 Year	No	51,820	124	59	0
492,621	Female	40	1	8	0	1-2 Year	Yes	47,779	31	90	1
113,284	Male	42	1	29	0	1-2 Year	No	30,900	26	222	0
482,019	Female	35	1	24	0	1-2 Year	Yes	28,237	156	202	1
207,432	Female	23	1	9	0	< 1 Year	Yes	42,532	152	167	0
275,051	Male	46	1	28	0	1-2 Year	Yes	36,486	31	95	1
379,965	Male	46	1	41	0	1-2 Year	Yes	33,963	150	183	0
502,934	Female	31	1	3	0	< 1 Year	Yes	2,630	156	68	1
126,244	Male	47	1	28	0	1-2 Year	Yes	45,822	26	285	0
309,097	Male	68	1	17	1	1-2 Year	No	32,981	26	268	0
257,295	Male	41	1	39	0	1-2 Year	Yes	2,630	124	18	0
236,477	Male	67	1	15	1	1-2 Year	No	26,785	124	71	0
493,609	Female	26	1	47	1	< 1 Year	No	31,918	152	142	0
79,559	Male	42	1	46	1	1-2 Year	No	39,100	26	26	0
118,439	Female	25	1	6	1	< 1 Year	No	24,850	152	232	0
322,541	Female	23	1	36	0	< 1 Year	Yes	38,766	151	58	0
11,379	Female	63	1	50	1	1-2 Year	No	49,073	8	108	0
38,186	Male	57	1	28	0	1-2 Year	Yes	42,682	13	160	1
276,577	Male	59	1	28	0	1-2 Year	No	25,758	60	121	0
186,914	Male	26	1	45	1	< 1 Year	No	26,266	152	277	0
255,935	Male	30	1	36	1	< 1 Year	No	36,971	152	82	0
356,840	Female	44	1	28	0	1-2 Year	Yes	53,348	124	25	1
318,067	Male	62	1	8	1	1-2 Year	Yes	37,204	26	67	0
288,882	Male	21	1	5	0	< 1 Year	Yes	2,630	160	237	0
120,206	Female	23	1	15	1	< 1 Year	No	30,672	152	157	0
148,548	Female	22	1	36	1	< 1 Year	No	26,170	152	154	0
273,061	Male	65	1	3	0	1-2 Year	Yes	20,179	124	252	1
273,378	Male	66	1	8	0	1-2 Year	Yes	26,200	124	79	0
268,657	Female	29	1	8	1	< 1 Year	No	33,553	152	78	0
259,676	Female	69	1	28	1	1-2 Year	No	30,250	124	204	0
340,417	Male	41	1	28	0	1-2 Year	Yes	30,105	124	10	0
237,455	Female	41	1	8	1	1-2 Year	No	43,348	152	57	0
177,969	Male	73	1	50	1	1-2 Year	Yes	30,582	26	109	0
250,614	Male	50	1	41	0	1-2 Year	Yes	49,659	12	29	1
288,640	Male	36	1	29	0	1-2 Year	Yes	37,875	163	159	1
83,242	Male	41	1	28	0	> 2 Years	Yes	52,820	26	256	0
264,238	Male	49	1	28	0	1-2 Year	Yes	39,577	26	145	1
144,224	Female	44	1	40	0	1-2 Year	Yes	33,797	124	141	0

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