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
22,535	Male	39	1	28	0	1-2 Year	Yes	41,404	26	176	1
169,021	Male	41	1	28	1	1-2 Year	No	25,142	26	277	0
254,178	Male	55	1	29	1	1-2 Year	No	40,307	26	125	0
283,404	Male	23	1	50	1	< 1 Year	No	56,027	152	254	0
87,940	Female	53	1	28	1	1-2 Year	No	42,771	124	19	0
93,251	Male	24	1	11	0	< 1 Year	Yes	34,214	152	135	1
226,505	Female	27	1	41	1	< 1 Year	No	41,632	152	136	0
150,187	Male	72	1	47	0	> 2 Years	Yes	31,349	154	195	0
353,653	Female	46	1	8	0	1-2 Year	No	2,630	156	102	0
120,992	Female	22	1	41	0	< 1 Year	Yes	37,719	152	210	0
234,310	Male	60	1	28	0	1-2 Year	Yes	46,238	26	147	1
181,927	Female	25	1	41	1	< 1 Year	No	30,623	152	176	0
44,157	Male	52	1	28	0	1-2 Year	Yes	2,630	26	148	1
344,538	Male	23	1	41	1	< 1 Year	No	67,965	152	25	0
344,599	Male	30	1	37	1	< 1 Year	No	35,406	152	153	0
291,554	Male	68	1	28	1	1-2 Year	No	39,816	124	195	0
3,151	Male	31	1	15	1	< 1 Year	No	33,620	152	66	0
89,532	Male	23	1	46	1	< 1 Year	No	30,340	152	134	0
70,533	Female	58	1	28	0	1-2 Year	Yes	22,054	122	112	1
108,362	Female	23	1	28	1	< 1 Year	No	31,486	151	250	0
31,207	Male	45	1	28	0	1-2 Year	Yes	33,559	26	21	0
258,804	Female	28	1	18	0	< 1 Year	No	45,449	152	106	1
89,411	Male	53	1	46	1	1-2 Year	Yes	39,915	26	158	0
64,198	Female	26	1	41	1	< 1 Year	No	33,399	152	192	0
303,971	Female	25	1	46	1	< 1 Year	No	28,783	152	130	0
404,353	Male	31	1	15	1	< 1 Year	No	19,915	152	127	0
374,097	Male	59	1	28	0	> 2 Years	Yes	2,630	157	168	0
359,209	Male	54	1	38	1	1-2 Year	No	28,304	26	16	0
417,720	Female	20	1	12	1	< 1 Year	No	2,630	160	243	0
215,086	Male	41	1	10	0	1-2 Year	Yes	31,643	124	228	0
354,234	Male	27	1	3	0	< 1 Year	Yes	2,630	152	31	0
35,729	Male	58	1	3	0	1-2 Year	Yes	31,991	124	177	0
475,141	Male	56	1	28	0	1-2 Year	Yes	45,668	155	88	1
281,560	Male	35	1	28	0	1-2 Year	Yes	21,546	122	40	0
321,352	Male	49	1	50	1	1-2 Year	Yes	35,137	124	75	0
151,412	Female	32	1	41	1	< 1 Year	No	23,653	152	198	0
224,144	Female	44	1	28	0	1-2 Year	Yes	52,138	26	292	1
272,703	Male	25	1	41	1	< 1 Year	No	26,846	152	204	0
365,936	Female	24	1	50	1	< 1 Year	No	29,524	151	154	0
142,654	Female	75	1	28	0	1-2 Year	Yes	100,806	26	177	1
38,034	Male	47	1	28	0	1-2 Year	Yes	62,829	26	13	0
165,193	Male	41	1	41	0	> 2 Years	Yes	48,179	163	84	0
58,084	Female	25	1	6	0	< 1 Year	Yes	35,573	152	178	0
436,783	Male	24	1	33	1	< 1 Year	No	48,721	152	287	0
340,926	Female	57	1	8	0	1-2 Year	Yes	66,176	3	44	0
379,352	Male	37	1	28	0	1-2 Year	Yes	39,187	124	271	0
420,836	Male	29	1	46	1	< 1 Year	No	36,836	160	292	0
147,094	Male	43	1	28	0	1-2 Year	Yes	36,556	124	43	0
74,799	Male	23	1	36	1	< 1 Year	No	20,576	152	61	0
433,369	Female	47	1	46	1	1-2 Year	No	27,453	26	199	0
310,102	Female	53	1	28	1	1-2 Year	No	56,769	55	41	0
343,431	Female	33	1	46	1	1-2 Year	No	31,173	124	151	0
488,829	Female	43	1	28	1	1-2 Year	No	2,630	124	107	0
63,335	Female	74	1	33	1	1-2 Year	No	30,949	124	128	0
204,774	Female	21	1	28	1	< 1 Year	No	2,630	160	122	0
119,377	Female	67	1	28	1	1-2 Year	No	29,684	124	161	0
282,563	Male	56	1	36	0	1-2 Year	Yes	39,902	26	113	0
76,495	Female	26	1	12	1	< 1 Year	No	29,139	152	184	0
309,444	Male	34	1	41	0	1-2 Year	Yes	22,709	26	124	0
171,229	Male	43	1	46	1	1-2 Year	No	2,630	157	231	0
47,713	Male	33	1	8	0	1-2 Year	Yes	92,928	154	294	1
187,820	Female	27	1	28	0	< 1 Year	Yes	50,126	122	189	0
149,552	Female	23	1	14	1	< 1 Year	No	25,777	151	258	0
147,517	Female	27	1	45	1	< 1 Year	Yes	2,630	152	144	0
439,398	Male	21	1	41	1	< 1 Year	No	29,684	152	103	0
396,364	Female	33	1	8	1	< 1 Year	No	25,396	152	89	0
404,137	Male	72	1	46	1	1-2 Year	No	73,038	11	42	0
225,833	Male	46	1	11	0	1-2 Year	Yes	25,054	26	71	1
5,548	Male	22	1	27	1	< 1 Year	No	2,630	152	173	0
25,612	Female	25	1	29	1	< 1 Year	No	2,630	152	117	0
179,019	Male	52	1	28	1	1-2 Year	Yes	50,189	26	116	0
306,512	Female	25	1	11	1	< 1 Year	No	21,369	152	40	0
448,506	Female	30	1	50	1	< 1 Year	No	2,630	152	65	0
319,740	Male	76	1	28	0	1-2 Year	Yes	45,248	26	78	0
468,715	Male	21	1	30	1	< 1 Year	No	24,372	152	118	0
265,846	Male	78	1	46	0	1-2 Year	No	2,630	26	163	0
137,051	Male	70	1	41	0	1-2 Year	Yes	35,848	124	54	0
201,574	Female	48	1	28	0	> 2 Years	Yes	41,880	26	209	0
274,666	Female	42	1	28	0	> 2 Years	Yes	2,630	60	36	0
109,613	Female	70	1	28	0	1-2 Year	Yes	2,630	124	284	0
340,678	Female	24	1	41	1	< 1 Year	Yes	23,303	152	27	0
461,709	Male	62	1	18	1	1-2 Year	No	33,016	26	281	0
192,956	Female	29	1	8	1	< 1 Year	No	58,743	152	190	0
183,464	Male	23	1	50	1	< 1 Year	No	29,631	152	10	0
209,736	Male	21	1	35	0	< 1 Year	Yes	38,772	160	64	0
387,672	Male	58	1	50	1	1-2 Year	No	38,322	124	149	0
134,694	Female	22	1	36	1	< 1 Year	No	33,619	160	109	0
122,124	Female	24	1	15	1	< 1 Year	No	37,338	151	184	0
192,562	Female	38	1	46	0	1-2 Year	Yes	35,273	157	230	0
219,682	Male	27	1	29	1	< 1 Year	No	2,630	152	238	0
44,495	Female	38	1	33	1	1-2 Year	No	2,630	152	242	0
479,201	Male	42	1	28	0	1-2 Year	Yes	45,154	25	109	1
125,835	Male	24	1	36	1	< 1 Year	No	50,221	152	184	0
16,097	Male	40	1	28	1	1-2 Year	No	34,143	26	35	0
124,861	Male	41	1	39	1	1-2 Year	No	45,813	157	196	0
305,341	Female	31	1	15	1	< 1 Year	No	40,524	152	112	0
487,339	Male	39	1	8	0	1-2 Year	Yes	31,328	124	165	1
146,516	Male	77	1	8	1	1-2 Year	No	47,019	26	225	0
351,837	Female	33	1	33	1	< 1 Year	No	34,197	152	221	0
468,119	Male	48	1	46	0	1-2 Year	Yes	36,346	26	168	1

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