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
357,733	Male	23	1	28	1	1-2 Year	Yes	41,075	26	152	0
346,298	Male	47	1	40	0	> 2 Years	Yes	39,206	26	247	0
189,715	Female	23	1	21	1	< 1 Year	No	2,630	152	253	0
457,918	Male	69	1	50	1	1-2 Year	No	34,314	8	253	0
470,455	Female	31	1	28	0	< 1 Year	Yes	29,975	124	184	1
161,836	Female	41	1	40	0	1-2 Year	Yes	30,039	124	211	0
435,104	Male	51	1	28	1	1-2 Year	No	24,912	124	192	0
261,780	Male	25	1	28	0	< 1 Year	Yes	47,651	124	57	0
143,490	Female	40	1	46	0	1-2 Year	Yes	54,712	11	123	0
154,087	Male	64	1	48	1	1-2 Year	No	2,630	22	275	0
43,110	Female	81	1	28	0	1-2 Year	Yes	45,350	26	137	0
9,493	Male	23	1	47	0	< 1 Year	No	43,674	26	299	0
376,905	Male	24	1	8	1	< 1 Year	No	66,795	152	240	0
427,368	Female	41	1	28	0	1-2 Year	Yes	54,775	124	254	1
55,758	Female	24	1	41	0	< 1 Year	Yes	36,661	152	268	0
352,497	Female	44	1	43	0	1-2 Year	Yes	35,096	156	280	1
171,585	Male	41	1	28	0	1-2 Year	Yes	33,057	163	188	0
284,694	Male	43	1	35	0	1-2 Year	Yes	29,339	122	192	1
296,449	Female	62	1	28	1	1-2 Year	No	35,359	26	278	0
218,412	Female	28	1	13	0	< 1 Year	Yes	23,008	152	196	0
330,155	Male	46	1	8	0	1-2 Year	Yes	52,803	26	240	0
122,946	Female	24	1	50	1	< 1 Year	No	46,000	152	87	0
302,196	Female	45	1	7	1	1-2 Year	No	35,045	124	97	0
299,436	Female	34	1	28	0	1-2 Year	Yes	39,539	26	264	0
232,360	Male	46	1	48	0	1-2 Year	Yes	2,630	14	233	0
209,172	Female	21	1	30	0	1-2 Year	Yes	32,578	124	100	0
428,179	Female	23	1	6	1	< 1 Year	No	18,483	152	117	0
192,263	Female	64	1	28	0	1-2 Year	Yes	25,685	152	196	0
247,731	Male	41	1	28	0	1-2 Year	Yes	73,939	124	20	0
170,014	Female	25	1	50	1	< 1 Year	No	26,239	152	130	0
138,163	Female	24	1	27	1	< 1 Year	No	24,252	151	132	0
283,509	Female	26	1	8	1	< 1 Year	No	38,139	152	122	0
98,051	Male	45	1	46	0	1-2 Year	Yes	2,630	124	273	0
329,006	Female	28	1	5	1	< 1 Year	No	66,505	152	209	0
221,945	Female	72	1	3	1	1-2 Year	No	2,630	124	292	0
117,511	Male	50	1	46	0	1-2 Year	No	24,610	124	239	0
335,242	Female	55	1	29	0	1-2 Year	Yes	25,618	124	86	0
274,336	Female	49	1	41	0	1-2 Year	Yes	45,679	12	218	0
434,177	Male	45	1	28	0	1-2 Year	Yes	51,172	124	71	1
80,225	Male	51	1	8	0	1-2 Year	No	57,348	124	197	0
32,285	Male	21	1	15	0	< 1 Year	Yes	34,245	163	234	0
67,887	Male	58	1	28	0	1-2 Year	Yes	24,363	26	107	0
90,664	Female	22	1	6	1	< 1 Year	No	23,220	152	51	0
396,941	Female	64	1	28	1	1-2 Year	No	42,931	124	197	0
443,340	Male	36	1	7	0	1-2 Year	Yes	2,630	157	92	1
99,232	Female	32	1	27	0	1-2 Year	Yes	2,630	156	45	0
211,644	Female	30	1	8	0	1-2 Year	Yes	2,630	156	234	0
56,426	Male	50	1	28	0	1-2 Year	Yes	36,079	26	250	1
356,890	Male	24	1	29	1	< 1 Year	No	33,249	152	52	0
14,887	Female	60	1	12	1	1-2 Year	No	2,630	124	10	0
302,998	Male	24	1	46	1	< 1 Year	No	22,450	160	296	0
429,578	Female	22	1	37	1	< 1 Year	No	24,436	160	14	0
2,090	Male	42	1	33	0	1-2 Year	Yes	29,684	124	10	1
507,950	Female	20	1	36	1	< 1 Year	No	2,630	160	113	0
449,584	Female	39	1	28	1	1-2 Year	No	50,216	124	267	0
409,129	Female	25	1	47	1	< 1 Year	No	28,429	152	66	0
181,472	Female	76	1	48	0	> 2 Years	Yes	2,630	124	165	0
494,538	Male	26	1	23	0	1-2 Year	Yes	2,630	156	286	1
333,164	Male	39	1	3	0	1-2 Year	Yes	2,630	156	181	0
52,578	Male	32	1	28	1	1-2 Year	No	57,555	124	186	0
112,224	Male	27	1	30	1	< 1 Year	No	15,890	152	46	0
81,469	Female	24	1	46	1	< 1 Year	No	22,948	152	95	0
12,177	Female	80	1	28	0	1-2 Year	Yes	45,343	139	270	0
358,889	Female	26	1	11	1	< 1 Year	No	2,630	152	236	0
379,696	Female	26	1	3	1	< 1 Year	No	23,198	152	10	0
89,265	Female	27	1	11	1	< 1 Year	No	27,786	152	246	0
503,162	Male	25	1	37	1	< 1 Year	No	27,720	152	215	0
242,096	Female	26	1	50	1	< 1 Year	No	33,818	152	61	0
132,753	Male	27	1	30	0	< 1 Year	Yes	2,630	152	271	0
341,657	Female	44	1	15	0	1-2 Year	Yes	2,630	157	39	0
40,855	Male	28	1	37	0	< 1 Year	Yes	36,073	152	175	0
27,970	Male	25	1	28	1	< 1 Year	No	99,851	152	269	0
146,251	Female	56	1	28	0	1-2 Year	Yes	59,801	29	27	0
451,426	Female	23	1	42	1	< 1 Year	No	40,449	151	148	0
171,364	Male	22	1	25	1	< 1 Year	No	49,109	152	76	0
191,401	Female	23	1	6	1	< 1 Year	No	15,677	151	40	0
408,207	Male	34	1	29	0	1-2 Year	Yes	38,010	35	136	1
242,194	Female	33	1	23	0	< 1 Year	Yes	31,442	26	201	1
343,631	Male	35	1	8	0	1-2 Year	Yes	36,318	152	102	1
414,641	Male	23	1	8	1	< 1 Year	No	42,841	152	34	0
427,894	Female	47	1	3	0	1-2 Year	Yes	21,059	26	150	1
135,222	Male	51	1	28	0	> 2 Years	Yes	40,524	26	119	0
368,024	Female	25	1	2	1	< 1 Year	No	32,481	152	154	0
280,846	Female	52	1	8	0	1-2 Year	Yes	38,710	124	38	0
461,456	Male	35	1	30	1	1-2 Year	No	29,984	124	67	0
374,978	Male	70	1	28	0	> 2 Years	Yes	2,630	26	113	0
378,219	Female	24	1	41	1	< 1 Year	No	41,652	152	103	0
341,121	Male	56	1	15	1	1-2 Year	No	36,873	14	27	0
446,337	Male	28	1	9	1	< 1 Year	No	27,398	152	109	0
50,366	Male	68	1	9	0	1-2 Year	Yes	31,372	26	23	0
142,842	Male	24	1	26	1	< 1 Year	No	33,332	152	71	0
156,413	Male	24	1	50	1	< 1 Year	No	44,600	152	39	0
98,549	Male	37	1	5	1	1-2 Year	No	28,949	151	105	0
291,968	Male	23	1	30	1	< 1 Year	Yes	32,986	152	37	0
373,839	Female	22	1	10	1	< 1 Year	No	27,028	152	263	0
25,295	Male	22	1	47	0	< 1 Year	Yes	24,143	152	113	0
181,663	Male	38	1	3	1	1-2 Year	No	22,173	124	257	0
152,308	Female	24	1	46	1	< 1 Year	No	60,665	152	298	0
499,313	Female	23	1	13	1	< 1 Year	No	30,354	152	243	0
273,829	Male	52	1	18	0	1-2 Year	Yes	35,789	124	77	0

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