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
87,884	Female	50	1	28	0	1-2 Year	Yes	46,188	124	86	0
190,275	Female	23	1	15	1	< 1 Year	No	31,226	152	223	0
415,853	Female	25	1	28	1	< 1 Year	No	47,703	152	204	0
10,971	Female	71	1	2	0	> 2 Years	Yes	26,533	124	278	0
72,676	Female	55	1	28	0	1-2 Year	Yes	45,102	26	221	1
192,823	Male	24	1	39	1	< 1 Year	No	37,126	151	193	0
128,400	Male	52	1	28	0	1-2 Year	Yes	38,164	26	105	0
95,062	Female	25	1	6	1	< 1 Year	No	31,555	152	103	0
375,780	Male	23	1	50	1	< 1 Year	No	50,757	152	83	0
331,795	Male	33	1	41	0	1-2 Year	Yes	26,674	124	89	0
475,626	Male	46	1	33	0	1-2 Year	Yes	29,419	26	197	1
76,482	Male	51	1	28	1	1-2 Year	No	36,914	124	297	0
67,670	Female	23	1	41	0	< 1 Year	Yes	21,570	152	11	1
14,483	Male	46	1	4	0	1-2 Year	Yes	31,362	26	24	0
432,682	Male	42	1	28	0	1-2 Year	Yes	72,599	26	105	1
283,217	Male	43	1	28	0	1-2 Year	Yes	30,799	26	19	0
135,386	Male	48	1	27	1	1-2 Year	No	28,226	26	255	0
359,753	Female	22	1	45	0	< 1 Year	Yes	31,916	152	285	0
199,186	Male	38	1	11	0	1-2 Year	No	41,878	26	265	1
274,404	Male	21	1	30	0	< 1 Year	Yes	29,674	160	188	0
327,988	Female	67	1	28	0	1-2 Year	No	52,322	26	187	0
116,696	Female	24	1	28	1	< 1 Year	No	53,778	152	136	0
82,547	Male	23	1	8	0	< 1 Year	Yes	60,324	152	75	0
347,864	Female	32	1	9	0	1-2 Year	Yes	28,965	156	154	1
364,457	Female	23	1	36	1	< 1 Year	No	35,042	152	290	0
157,980	Male	22	1	18	1	< 1 Year	No	29,102	152	91	0
44,331	Male	32	1	37	1	< 1 Year	No	39,407	152	13	0
271,490	Female	49	1	47	0	1-2 Year	Yes	36,463	26	101	0
81,502	Female	22	1	45	0	< 1 Year	Yes	33,331	152	24	0
463,497	Female	24	1	46	1	< 1 Year	No	43,815	152	85	0
293,361	Male	49	1	4	0	1-2 Year	Yes	31,492	124	169	1
32,905	Male	23	1	28	0	< 1 Year	Yes	26,564	124	202	0
187,032	Female	23	1	37	0	< 1 Year	Yes	33,697	152	193	0
157,254	Male	26	1	28	1	< 1 Year	No	33,580	152	265	0
53,141	Male	20	1	39	1	< 1 Year	No	45,118	160	155	0
82,995	Male	23	1	28	0	< 1 Year	Yes	54,599	152	165	0
189,720	Male	33	1	30	1	< 1 Year	No	31,439	152	249	0
267,629	Female	78	1	28	1	1-2 Year	No	33,107	122	135	0
373,645	Male	39	1	28	1	1-2 Year	Yes	40,258	26	218	0
165,834	Male	78	1	28	0	1-2 Year	Yes	48,929	122	82	0
76,609	Male	43	1	10	0	> 2 Years	Yes	26,171	157	252	0
488,559	Female	21	1	8	1	< 1 Year	No	27,324	152	237	0
259,674	Male	63	1	28	0	1-2 Year	Yes	63,979	26	175	0
87,433	Female	28	1	8	1	1-2 Year	Yes	2,630	157	274	0
479,897	Male	40	1	28	0	1-2 Year	Yes	2,630	124	48	1
140,326	Male	40	1	28	0	1-2 Year	Yes	44,973	26	153	0
5,264	Female	25	1	28	1	< 1 Year	No	34,172	152	169	0
68,571	Male	55	1	28	0	1-2 Year	Yes	44,484	55	41	1
219,579	Male	21	1	41	1	< 1 Year	Yes	47,620	160	39	0
3,740	Female	27	1	28	0	< 1 Year	Yes	2,630	156	196	0
460,679	Male	47	1	28	0	1-2 Year	Yes	61,035	124	40	1
12,376	Female	21	1	32	1	< 1 Year	No	26,400	160	138	0
235,631	Female	40	1	8	0	1-2 Year	Yes	34,202	26	48	0
228,036	Female	22	1	47	1	< 1 Year	No	24,981	152	191	0
276,519	Female	38	1	28	0	1-2 Year	Yes	2,630	160	89	0
238,211	Female	21	1	32	1	< 1 Year	Yes	43,593	152	188	0
493,981	Female	26	1	46	1	1-2 Year	No	28,477	124	14	0
209,910	Male	36	1	7	1	1-2 Year	No	2,630	124	181	0
229,205	Male	35	1	3	0	1-2 Year	Yes	31,632	154	103	1
309,474	Male	61	1	28	0	> 2 Years	Yes	45,222	26	178	0
44,868	Male	41	1	28	0	1-2 Year	Yes	35,563	26	23	1
303,530	Female	78	1	50	0	1-2 Year	Yes	28,293	30	45	0
286,100	Female	41	1	46	1	1-2 Year	Yes	2,630	26	234	0
144,248	Male	77	1	28	0	1-2 Year	Yes	35,699	26	23	0
66,464	Male	43	1	28	1	1-2 Year	No	2,630	26	116	0
454,150	Female	43	1	8	0	1-2 Year	Yes	32,387	124	150	1
373,514	Male	24	1	11	1	< 1 Year	No	26,914	152	140	0
13,042	Male	46	1	41	1	1-2 Year	No	49,388	124	207	0
277,621	Female	73	1	35	1	1-2 Year	No	29,609	10	24	0
69,021	Male	24	1	3	1	< 1 Year	No	2,630	152	222	0
10,166	Male	51	1	33	1	1-2 Year	No	38,775	42	155	0
318,484	Female	23	1	45	1	< 1 Year	No	19,794	152	210	0
230,571	Female	39	1	0	0	1-2 Year	Yes	2,630	122	223	0
156,482	Male	23	1	28	0	< 1 Year	Yes	32,512	26	287	1
387,817	Male	43	1	28	1	1-2 Year	No	51,156	55	147	0
458,196	Male	45	1	29	0	1-2 Year	Yes	31,780	26	24	1
214,954	Male	66	1	39	0	1-2 Year	Yes	26,810	124	252	0
184,734	Female	34	1	26	1	1-2 Year	No	32,406	160	256	0
137,409	Male	77	1	1	0	1-2 Year	Yes	2,630	26	139	0
332,404	Male	49	1	52	0	1-2 Year	No	36,416	124	109	0
140,436	Female	35	1	28	0	1-2 Year	Yes	39,246	26	68	0
254,397	Male	42	1	28	1	1-2 Year	No	29,023	124	82	0
23,607	Male	44	1	28	0	1-2 Year	Yes	54,155	124	103	0
251,680	Male	24	1	27	0	< 1 Year	Yes	36,029	152	167	1
124,482	Female	52	1	41	0	1-2 Year	Yes	35,145	124	96	1
240,285	Female	25	1	37	0	< 1 Year	Yes	26,875	152	256	0
467,399	Male	69	1	29	1	1-2 Year	No	62,241	26	241	0
337,722	Male	59	1	3	0	> 2 Years	Yes	21,375	124	155	1
88,922	Female	53	1	28	0	1-2 Year	Yes	28,591	26	38	0
143,778	Female	47	1	28	0	1-2 Year	Yes	35,554	26	247	0
116,238	Male	60	1	24	1	1-2 Year	No	36,650	145	137	0
22,239	Female	21	1	30	1	< 1 Year	No	24,847	160	212	0
124,886	Female	26	1	15	1	< 1 Year	No	51,353	152	210	0
480,001	Male	58	1	39	0	> 2 Years	Yes	31,674	26	34	1
36,640	Female	21	1	37	0	< 1 Year	Yes	41,764	160	294	0
379,378	Male	26	1	29	1	< 1 Year	No	26,317	152	214	0
178,678	Male	40	1	28	0	1-2 Year	Yes	46,064	156	131	0
157,968	Male	43	1	33	0	1-2 Year	No	31,384	124	23	0
70,714	Male	60	1	46	0	1-2 Year	Yes	25,746	26	58	0
207,264	Male	72	1	48	0	1-2 Year	Yes	2,630	26	22	1

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