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
111,031	Male	46	1	28	1	1-2 Year	No	31,718	26	28	0
243,575	Male	47	1	28	0	1-2 Year	Yes	58,570	26	114	0
302,760	Male	46	1	28	0	1-2 Year	Yes	35,158	124	39	0
368,067	Male	20	1	50	0	< 1 Year	Yes	31,020	160	262	0
192,622	Male	54	1	28	1	1-2 Year	No	41,573	124	206	0
474,764	Male	25	1	47	1	< 1 Year	No	26,944	26	69	0
8,225	Female	55	1	8	0	1-2 Year	Yes	2,630	124	224	0
34,379	Male	41	1	29	0	1-2 Year	No	2,630	156	219	1
39,141	Male	27	1	13	1	< 1 Year	No	19,700	152	224	0
77,199	Male	65	1	7	0	> 2 Years	Yes	51,013	26	287	0
13,205	Male	22	1	36	0	< 1 Year	No	30,839	152	233	0
250,724	Female	27	1	11	1	< 1 Year	No	27,300	160	34	0
354,677	Female	52	1	28	1	1-2 Year	Yes	33,972	26	214	0
139,566	Male	35	1	41	0	1-2 Year	Yes	51,044	152	78	0
20,079	Female	71	1	28	0	1-2 Year	Yes	72,279	122	127	0
48,784	Male	26	1	30	1	< 1 Year	No	29,228	152	217	0
31,119	Male	45	1	28	0	1-2 Year	Yes	45,182	124	293	0
378,675	Female	23	1	41	1	< 1 Year	No	36,186	152	252	0
145,196	Female	44	1	50	0	1-2 Year	Yes	36,998	18	162	0
393,200	Female	50	1	50	1	1-2 Year	No	20,460	26	260	0
294,936	Male	48	1	47	0	1-2 Year	Yes	35,285	26	107	0
127,500	Male	22	1	13	1	< 1 Year	No	37,580	152	154	0
76,634	Male	38	1	15	0	1-2 Year	Yes	2,630	163	140	1
461,637	Female	40	1	8	0	1-2 Year	Yes	41,811	124	25	1
7,059	Male	42	1	49	1	1-2 Year	No	22,716	124	249	0
350,025	Female	60	1	28	1	1-2 Year	No	63,420	122	69	0
99,656	Male	23	1	8	1	< 1 Year	No	35,518	160	237	0
139,529	Male	52	1	8	0	1-2 Year	Yes	42,970	124	172	0
67,444	Male	22	1	43	1	< 1 Year	No	41,956	160	194	0
319,620	Male	49	1	28	0	1-2 Year	Yes	48,143	122	244	0
394,199	Female	51	1	46	0	1-2 Year	Yes	20,149	163	222	1
31,204	Female	23	1	30	1	< 1 Year	No	25,102	152	263	0
365,972	Male	37	1	28	0	1-2 Year	Yes	53,235	122	24	0
85,621	Female	34	1	28	0	1-2 Year	Yes	34,477	111	79	0
41,417	Female	28	1	28	1	< 1 Year	No	33,599	152	187	0
235,878	Female	51	1	36	1	1-2 Year	No	2,630	26	201	0
193,340	Female	24	1	15	1	< 1 Year	No	34,011	152	273	0
163,877	Male	34	1	45	0	1-2 Year	Yes	21,556	26	291	0
213,841	Female	26	1	36	0	< 1 Year	Yes	2,630	152	127	0
162,641	Female	25	1	34	0	< 1 Year	Yes	2,630	152	116	0
178,195	Male	39	1	28	0	> 2 Years	Yes	48,710	55	157	1
41,703	Male	21	1	11	1	< 1 Year	No	33,836	160	106	0
310,485	Female	24	1	37	1	< 1 Year	Yes	33,701	160	68	0
88,579	Male	60	1	28	0	1-2 Year	Yes	2,630	124	121	0
480,379	Female	26	1	28	1	< 1 Year	No	37,603	152	249	0
304,961	Male	36	1	8	0	1-2 Year	Yes	43,161	124	146	0
238,519	Male	20	1	3	0	< 1 Year	No	35,731	160	82	0
188,912	Female	40	1	20	0	> 2 Years	Yes	2,630	154	107	0
176,201	Female	39	1	41	0	1-2 Year	Yes	25,883	26	129	0
266,040	Male	45	1	23	0	1-2 Year	Yes	2,630	124	187	0
307,146	Male	23	1	34	0	< 1 Year	Yes	28,690	152	259	1
175,695	Female	72	1	28	0	1-2 Year	Yes	22,276	26	151	0
168,060	Female	25	1	11	1	< 1 Year	No	2,630	152	268	0
158,866	Male	34	1	3	0	1-2 Year	Yes	23,015	124	205	1
4,018	Female	39	1	8	0	1-2 Year	Yes	2,630	26	283	0
28,297	Female	49	1	28	0	1-2 Year	Yes	38,444	124	190	0
40,533	Female	31	1	15	1	< 1 Year	No	30,971	152	115	0
77,282	Male	62	1	28	0	> 2 Years	Yes	2,630	124	159	0
298,406	Male	54	1	28	0	1-2 Year	Yes	60,521	124	30	1
147,615	Male	46	1	28	0	1-2 Year	Yes	50,204	30	185	1
186,897	Female	67	1	25	1	1-2 Year	No	24,995	124	253	0
5,020	Male	22	1	44	1	< 1 Year	No	16,520	152	226	0
299,809	Male	53	1	28	0	> 2 Years	Yes	55,888	26	85	0
145,087	Male	64	1	9	0	1-2 Year	Yes	33,250	124	216	0
64,800	Male	41	1	28	0	1-2 Year	Yes	53,875	124	294	1
503,817	Female	25	1	11	1	< 1 Year	No	25,895	152	127	0
266,487	Female	25	1	4	1	< 1 Year	No	56,259	151	137	0
176,319	Female	22	1	8	0	< 1 Year	Yes	39,271	152	69	0
255,932	Male	72	1	28	1	1-2 Year	No	38,258	124	210	0
182,331	Female	44	1	3	1	1-2 Year	No	50,239	124	294	0
471,424	Female	62	1	30	1	1-2 Year	No	43,987	152	255	0
65,568	Female	26	1	48	1	< 1 Year	No	2,630	152	100	0
296,204	Female	45	1	28	0	> 2 Years	Yes	30,807	26	190	0
491,418	Male	48	1	28	0	> 2 Years	Yes	45,450	26	165	1
464,321	Male	47	1	28	0	1-2 Year	Yes	53,738	26	126	1
86,326	Male	53	1	45	0	1-2 Year	Yes	57,866	26	294	0
5,674	Male	77	1	41	1	1-2 Year	No	26,521	122	84	0
231,554	Male	59	1	28	0	1-2 Year	Yes	57,993	124	193	0
442,405	Female	40	1	28	0	1-2 Year	Yes	50,550	26	54	1
472,577	Male	45	1	14	0	1-2 Year	Yes	43,779	26	253	1
106,444	Male	31	1	28	0	1-2 Year	Yes	2,630	156	71	0
177,263	Male	54	1	28	1	1-2 Year	Yes	58,270	124	240	0
134,046	Female	32	1	21	1	< 1 Year	No	14,989	152	259	0
343,345	Male	63	1	29	0	1-2 Year	Yes	2,630	124	177	0
216,215	Female	25	1	28	1	< 1 Year	No	34,563	152	39	0
311,610	Male	71	1	28	0	> 2 Years	Yes	50,390	122	298	0
118,619	Male	37	1	21	0	1-2 Year	Yes	21,651	26	202	0
370,472	Male	48	1	8	1	1-2 Year	No	40,097	26	156	0
498,269	Female	31	1	41	1	< 1 Year	No	48,581	152	231	0
235,820	Female	24	1	41	1	< 1 Year	No	28,903	152	22	0
43,820	Male	68	1	47	1	1-2 Year	No	2,630	16	87	0
260,055	Male	64	1	28	0	1-2 Year	Yes	46,683	124	283	0
361,138	Male	48	1	19	1	1-2 Year	No	38,233	26	31	0
96,301	Female	24	1	8	1	< 1 Year	No	27,860	152	121	0
244,942	Male	40	1	46	0	1-2 Year	Yes	2,630	124	60	0
214,413	Female	32	1	25	0	1-2 Year	Yes	24,353	124	182	0
432,667	Male	20	1	3	1	< 1 Year	No	25,065	160	100	0
277,422	Female	31	1	28	0	< 1 Year	Yes	34,547	152	25	1
42,784	Female	38	1	41	0	1-2 Year	Yes	46,792	124	116	0
495,794	Female	23	1	47	1	< 1 Year	No	32,439	152	215	0

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