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
151,540	Female	26	1	28	0	< 1 Year	Yes	47,234	152	256	0
419,219	Female	45	1	45	0	1-2 Year	Yes	31,313	26	221	1
358,241	Male	46	1	18	0	1-2 Year	No	25,319	122	170	0
85,997	Male	30	1	46	1	1-2 Year	No	19,583	124	199	0
136,717	Male	78	1	19	0	> 2 Years	Yes	2,630	156	10	0
16,907	Male	56	1	50	1	1-2 Year	No	35,735	26	79	0
214,482	Male	64	1	46	0	1-2 Year	Yes	25,858	11	39	0
174,430	Male	47	1	37	0	1-2 Year	Yes	47,259	124	283	1
20,021	Male	22	1	5	0	< 1 Year	Yes	27,960	152	149	0
212,897	Female	23	1	15	1	< 1 Year	No	29,288	152	76	0
427,551	Female	25	1	15	1	< 1 Year	No	43,496	152	262	0
99,543	Female	73	1	28	1	1-2 Year	No	45,572	26	238	0
386,720	Male	21	1	43	1	< 1 Year	No	43,833	152	189	0
490,773	Male	27	1	28	1	< 1 Year	No	31,285	152	274	0
251,615	Male	74	1	28	0	> 2 Years	Yes	51,267	26	138	1
19,642	Male	20	1	46	1	< 1 Year	No	39,433	160	269	0
40,083	Male	33	1	28	0	1-2 Year	No	2,630	156	238	0
23,366	Male	21	1	6	0	< 1 Year	Yes	27,771	152	182	0
316,158	Male	32	1	0	1	< 1 Year	No	2,630	152	156	0
247,477	Male	36	1	47	1	1-2 Year	No	14,181	154	145	0
138,488	Male	21	1	8	1	< 1 Year	No	30,966	160	288	0
498,328	Female	23	1	15	1	< 1 Year	No	37,909	152	245	0
347,889	Female	52	1	28	0	1-2 Year	Yes	38,497	124	155	0
424,241	Female	36	1	28	0	1-2 Year	Yes	36,218	124	124	1
202,036	Female	21	1	26	0	< 1 Year	Yes	26,379	160	261	0
412,515	Male	67	1	19	1	1-2 Year	No	35,548	26	62	0
170,022	Female	24	1	47	1	< 1 Year	No	33,601	152	28	0
118,972	Male	27	1	6	1	< 1 Year	No	26,514	152	73	0
5,804	Male	27	1	28	1	< 1 Year	No	48,243	152	133	0
280,113	Male	77	1	13	0	> 2 Years	Yes	29,267	124	287	1
384,998	Male	42	1	28	0	1-2 Year	Yes	42,779	26	288	1
178,772	Male	42	1	34	0	> 2 Years	Yes	29,181	26	150	0
98,221	Male	48	1	15	0	1-2 Year	Yes	42,836	25	13	1
88,565	Female	23	1	8	1	< 1 Year	No	100,377	152	164	0
354,439	Female	48	1	28	1	1-2 Year	No	39,276	26	150	0
421,209	Male	45	1	28	0	1-2 Year	Yes	33,373	150	90	1
58,638	Female	45	1	48	0	1-2 Year	Yes	2,630	124	282	0
108,216	Male	55	1	28	0	1-2 Year	Yes	35,221	124	122	0
243,250	Male	27	1	7	1	< 1 Year	No	42,480	152	129	0
279,582	Male	60	1	28	0	> 2 Years	Yes	66,427	26	21	0
40,672	Female	22	1	3	1	< 1 Year	No	23,789	152	94	0
268,687	Female	41	1	12	0	1-2 Year	Yes	2,630	124	53	0
155,335	Female	22	1	30	1	< 1 Year	No	27,823	152	120	0
106,463	Male	55	1	15	0	1-2 Year	Yes	2,630	157	154	0
365,850	Female	21	1	28	1	< 1 Year	No	28,756	152	192	0
86,932	Female	43	1	28	1	1-2 Year	No	37,328	124	91	0
320,144	Female	22	1	6	0	< 1 Year	Yes	26,033	152	118	0
92,785	Male	24	1	33	1	< 1 Year	No	49,306	152	43	0
307,367	Male	56	1	47	0	1-2 Year	Yes	41,035	16	158	0
138,113	Female	43	1	12	0	1-2 Year	Yes	26,344	124	129	0
227,113	Female	24	1	29	0	< 1 Year	Yes	37,437	152	119	0
306,475	Male	29	1	28	0	1-2 Year	Yes	2,630	157	126	0
219,256	Male	39	1	28	0	1-2 Year	No	38,583	125	222	0
356,672	Female	44	1	38	0	1-2 Year	Yes	31,682	124	146	1
282,027	Female	22	1	32	0	< 1 Year	Yes	24,556	152	255	0
217,673	Male	68	1	28	0	1-2 Year	Yes	48,155	120	270	0
27,234	Female	52	1	18	1	1-2 Year	No	42,753	122	93	0
420,343	Male	23	1	29	1	< 1 Year	No	19,217	152	163	0
146,272	Female	21	1	41	1	< 1 Year	No	34,253	160	286	0
77,678	Male	26	1	28	0	< 1 Year	Yes	50,460	156	155	1
326,470	Male	27	1	7	0	1-2 Year	Yes	2,630	157	215	0
221,176	Female	25	1	41	1	< 1 Year	No	23,176	152	159	0
263,604	Male	32	1	29	0	1-2 Year	Yes	23,950	154	27	0
292,805	Female	38	1	22	0	1-2 Year	Yes	23,716	124	94	0
248,258	Male	62	1	28	0	1-2 Year	Yes	34,698	26	145	0
103,763	Male	44	1	15	0	> 2 Years	Yes	39,531	124	70	0
4,394	Female	25	1	8	0	< 1 Year	Yes	29,896	152	25	0
470,699	Male	71	1	28	1	1-2 Year	No	35,182	122	97	0
23,696	Male	26	1	41	1	< 1 Year	No	37,504	152	80	0
259,582	Male	31	1	28	0	< 1 Year	No	37,527	152	222	0
70,934	Female	57	1	28	0	1-2 Year	Yes	33,744	26	134	0
151,367	Female	42	1	11	0	1-2 Year	Yes	31,817	124	122	0
424,277	Male	72	1	28	1	1-2 Year	No	34,332	26	270	0
73,791	Male	33	1	3	0	1-2 Year	Yes	32,175	155	193	0
181,293	Male	60	1	47	0	1-2 Year	Yes	45,105	124	95	0
46,800	Male	20	1	29	1	< 1 Year	No	2,630	160	194	0
192,698	Female	33	1	41	1	< 1 Year	No	37,407	26	280	0
447,009	Female	35	1	11	0	1-2 Year	Yes	29,957	124	272	1
305,099	Male	29	1	46	1	< 1 Year	No	29,601	152	200	0
55,946	Female	39	1	28	0	1-2 Year	Yes	53,850	24	222	1
159,434	Female	22	1	6	1	< 1 Year	No	31,541	152	249	0
317,492	Male	25	1	28	0	< 1 Year	Yes	45,600	152	243	0
340,079	Male	74	1	36	1	1-2 Year	No	33,948	124	175	0
148,731	Male	27	1	17	1	< 1 Year	No	31,785	152	92	0
191,315	Male	46	1	35	0	1-2 Year	Yes	26,233	124	47	0
219,490	Male	23	1	11	1	< 1 Year	No	27,437	152	216	0
235,443	Male	27	1	41	1	< 1 Year	No	32,699	152	279	0
193,962	Female	23	1	32	1	< 1 Year	No	15,126	152	18	0
25,368	Female	21	1	11	1	< 1 Year	No	26,195	152	175	0
51,604	Male	22	1	30	1	< 1 Year	No	33,286	152	270	0
330,746	Male	22	1	8	0	< 1 Year	Yes	42,974	152	222	0
73,380	Male	53	1	50	1	1-2 Year	No	23,032	152	161	0
320,489	Male	23	1	28	1	< 1 Year	No	40,892	152	139	0
307,310	Female	66	1	28	0	1-2 Year	Yes	24,932	124	131	0
171,868	Female	24	1	36	1	< 1 Year	No	58,059	152	130	0
57,001	Male	41	1	29	0	1-2 Year	Yes	21,141	152	171	0
276,362	Female	52	1	50	0	1-2 Year	Yes	39,244	65	94	0
112,941	Male	28	1	28	1	< 1 Year	No	38,439	152	269	0
333,167	Male	24	1	28	1	< 1 Year	No	31,959	152	147	0
19,564	Female	58	1	28	0	> 2 Years	Yes	50,988	26	245	0

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