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
92,917	Female	23	1	28	0	< 1 Year	Yes	2,630	156	291	0
40,123	Male	57	1	30	1	1-2 Year	No	26,814	152	178	0
361,891	Male	42	1	28	0	1-2 Year	Yes	37,436	124	260	1
54,398	Male	28	1	9	1	< 1 Year	No	32,741	152	166	0
303,844	Female	36	1	39	1	1-2 Year	No	2,630	160	294	0
381,334	Male	30	1	6	1	< 1 Year	No	28,558	152	47	0
181,640	Male	55	1	10	0	1-2 Year	Yes	2,630	156	108	0
420,892	Male	67	1	13	1	1-2 Year	No	28,315	26	124	0
69,994	Female	38	1	41	1	1-2 Year	No	42,666	122	139	0
301,366	Male	51	1	3	1	1-2 Year	No	2,630	157	36	0
114,344	Male	39	1	8	1	1-2 Year	Yes	37,971	26	95	0
420,195	Female	44	1	28	0	1-2 Year	Yes	30,152	124	250	1
442,519	Male	41	1	46	1	1-2 Year	No	73,038	11	104	0
417,237	Female	24	1	15	1	< 1 Year	No	22,800	26	149	0
57,608	Female	22	1	15	1	< 1 Year	No	27,236	160	186	0
61,434	Female	21	1	10	1	< 1 Year	No	2,630	152	170	0
345,525	Male	37	1	50	0	1-2 Year	Yes	31,704	157	239	0
345,624	Female	41	1	45	0	1-2 Year	Yes	36,984	26	166	0
224,902	Female	53	1	28	0	> 2 Years	Yes	36,652	26	39	1
331,578	Male	36	1	28	0	1-2 Year	Yes	34,771	124	217	1
94,198	Female	21	1	8	1	< 1 Year	Yes	35,929	152	216	0
389,882	Female	46	1	28	0	1-2 Year	Yes	49,634	155	60	1
155,773	Female	37	1	28	0	1-2 Year	Yes	40,723	26	273	0
194,414	Female	29	1	28	1	< 1 Year	No	35,931	152	89	0
375,369	Male	59	1	47	1	1-2 Year	Yes	37,742	124	101	0
419,379	Male	22	1	11	1	< 1 Year	No	23,397	152	63	0
492,277	Female	24	1	25	1	< 1 Year	No	28,017	152	150	0
344,966	Female	74	1	28	0	> 2 Years	Yes	64,580	26	240	0
283,140	Female	37	1	28	1	1-2 Year	No	75,133	124	27	0
17,524	Male	32	1	47	0	1-2 Year	Yes	2,630	157	260	0
351,223	Male	31	1	11	0	< 1 Year	Yes	2,630	163	217	0
226,036	Male	43	1	28	0	1-2 Year	Yes	25,824	124	213	1
160,248	Male	23	1	30	1	< 1 Year	No	32,019	152	222	0
269,240	Male	21	1	6	0	< 1 Year	No	26,292	152	226	1
436,894	Male	51	1	21	1	1-2 Year	No	2,630	26	268	0
122,990	Male	57	1	28	1	1-2 Year	No	37,344	122	269	0
3,238	Male	49	1	8	0	1-2 Year	Yes	49,632	26	255	1
245,453	Female	50	1	28	0	1-2 Year	Yes	47,005	29	86	0
355,742	Female	21	1	28	1	< 1 Year	No	31,424	152	118	0
405,826	Male	75	1	28	1	1-2 Year	No	41,596	60	72	0
1,956	Female	20	1	13	0	< 1 Year	Yes	31,260	160	99	0
92,072	Female	26	1	27	0	< 1 Year	Yes	2,630	152	114	0
325,902	Male	45	1	28	1	1-2 Year	No	55,391	124	189	0
207,357	Female	22	1	15	0	< 1 Year	Yes	25,944	152	215	0
281,776	Male	48	1	8	1	1-2 Year	No	33,094	150	188	0
348,099	Female	32	1	8	1	1-2 Year	No	41,798	26	118	0
59,508	Male	25	1	29	1	< 1 Year	No	39,833	152	88	0
438,517	Female	25	1	35	1	< 1 Year	No	30,168	152	69	0
14,088	Female	25	1	17	0	< 1 Year	Yes	33,831	152	177	0
133,451	Male	47	1	30	0	1-2 Year	Yes	37,224	26	225	0
209,163	Female	25	1	28	1	< 1 Year	No	2,630	26	112	0
133,292	Female	37	1	15	0	1-2 Year	Yes	31,616	152	247	1
197,353	Female	39	1	28	1	1-2 Year	No	26,027	124	237	0
41,067	Female	24	1	44	1	< 1 Year	No	2,630	152	206	0
499,721	Female	42	1	29	0	> 2 Years	Yes	60,242	124	47	1
15,937	Female	72	1	38	0	> 2 Years	Yes	23,702	124	175	1
185,951	Male	27	1	1	1	< 1 Year	No	2,630	152	75	0
294,732	Male	38	1	24	0	1-2 Year	No	2,630	156	11	0
37,307	Female	69	1	50	1	1-2 Year	No	28,920	18	185	0
185,547	Male	24	1	13	1	< 1 Year	No	34,154	152	215	0
106,690	Female	65	1	8	1	1-2 Year	No	36,035	26	24	0
462,491	Male	37	1	6	0	1-2 Year	Yes	27,294	122	65	1
346,027	Male	53	1	8	1	1-2 Year	No	55,961	26	276	0
78,440	Female	21	1	33	1	< 1 Year	No	46,193	152	273	0
147,488	Male	61	1	8	0	1-2 Year	Yes	26,149	4	189	1
89,449	Female	24	1	37	0	< 1 Year	No	27,190	152	142	0
218,395	Female	42	1	28	0	1-2 Year	Yes	49,084	26	102	1
237,896	Male	61	1	28	0	> 2 Years	Yes	40,817	26	49	1
376,627	Male	23	1	15	0	< 1 Year	Yes	48,842	152	197	0
507,279	Female	49	1	28	0	1-2 Year	Yes	45,242	26	138	1
294,676	Female	24	1	13	1	< 1 Year	No	2,630	152	200	0
474,566	Female	26	1	36	1	< 1 Year	No	29,504	152	87	0
176,466	Male	57	1	28	0	1-2 Year	Yes	37,213	122	106	0
396,328	Male	41	1	8	0	1-2 Year	Yes	27,934	154	62	1
229,861	Male	24	1	32	0	< 1 Year	Yes	30,962	152	286	0
366,256	Female	23	1	24	0	< 1 Year	No	23,146	152	127	0
77,501	Female	35	1	28	1	1-2 Year	No	23,304	26	268	0
45,592	Male	26	1	46	0	1-2 Year	Yes	2,630	26	258	0
299,064	Male	42	1	28	0	1-2 Year	No	33,254	26	31	0
366,616	Female	24	1	28	1	< 1 Year	No	38,901	152	33	0
311,832	Male	41	1	0	1	1-2 Year	No	2,630	124	221	0
81,541	Female	22	1	15	1	< 1 Year	No	61,358	152	97	0
149,410	Male	80	1	28	0	1-2 Year	Yes	62,091	13	297	0
442,532	Male	49	1	28	0	1-2 Year	Yes	33,229	124	28	1
357,636	Male	56	1	46	0	1-2 Year	Yes	42,238	26	174	0
215,715	Female	26	1	41	0	< 1 Year	Yes	41,209	152	215	0
112,656	Female	59	1	33	1	1-2 Year	No	35,124	124	96	0
393,712	Male	52	1	46	0	1-2 Year	Yes	21,597	26	168	1
429,654	Male	29	1	50	1	< 1 Year	No	33,871	152	77	0
160,039	Female	24	1	10	1	< 1 Year	Yes	24,944	152	113	0
222,283	Female	44	1	46	0	1-2 Year	Yes	30,600	26	174	0
381,245	Male	61	1	46	1	1-2 Year	No	37,953	26	55	0
6,986	Female	25	1	21	1	< 1 Year	No	27,206	152	232	0
311,446	Female	26	1	44	1	< 1 Year	No	28,049	152	10	0
22,382	Male	25	1	11	1	< 1 Year	No	34,440	152	13	0
60,731	Female	20	1	30	0	< 1 Year	Yes	56,830	160	297	0
403,555	Male	66	1	50	1	1-2 Year	No	26,294	8	186	0
302,776	Male	48	1	18	1	1-2 Year	No	30,961	124	188	0
216,148	Female	38	1	28	1	1-2 Year	No	31,215	152	276	0
357,764	Male	66	1	28	0	> 2 Years	Yes	49,811	163	145	0

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