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
436,751	Male	24	1	41	1	< 1 Year	No	23,315	152	225	0
395,948	Male	58	1	46	0	> 2 Years	Yes	30,674	26	208	1
379,249	Male	24	1	11	1	< 1 Year	No	2,630	152	162	0
193,072	Male	49	1	23	0	1-2 Year	Yes	2,630	156	25	0
472,835	Male	40	1	33	0	1-2 Year	Yes	23,681	124	133	1
149,307	Female	27	1	15	0	< 1 Year	No	27,351	152	10	0
154,187	Male	24	1	46	1	< 1 Year	No	30,173	160	91	0
341,651	Female	75	1	41	0	1-2 Year	Yes	42,761	152	110	0
427,285	Female	27	1	32	1	< 1 Year	No	41,913	151	206	0
236,087	Male	23	1	29	1	< 1 Year	No	28,228	152	290	0
81,915	Male	37	1	18	1	1-2 Year	No	17,079	152	78	0
279,939	Female	68	1	35	0	> 2 Years	Yes	43,227	124	175	0
37,846	Female	40	1	28	0	1-2 Year	Yes	41,698	55	213	1
193,918	Female	38	1	33	0	1-2 Year	Yes	24,693	124	22	0
313,051	Male	28	1	44	1	< 1 Year	No	34,949	152	98	0
321,620	Female	44	1	41	1	1-2 Year	No	2,630	26	241	0
273,455	Female	47	1	28	0	1-2 Year	Yes	40,429	26	89	1
141,898	Male	22	1	46	1	< 1 Year	No	24,017	152	67	0
275,735	Female	34	1	30	0	1-2 Year	No	39,176	140	35	0
16,013	Female	78	1	8	1	1-2 Year	No	71,086	124	126	0
232,818	Female	23	1	30	1	< 1 Year	No	25,460	152	150	0
148,938	Male	68	1	35	0	> 2 Years	Yes	34,836	26	243	0
172,927	Female	26	1	35	1	< 1 Year	No	44,616	152	244	0
365,339	Female	25	1	47	0	< 1 Year	Yes	2,630	152	241	0
259,810	Female	22	1	46	1	< 1 Year	No	21,647	160	49	0
468,790	Male	52	1	45	0	> 2 Years	Yes	32,033	124	223	1
192,717	Female	21	1	13	1	< 1 Year	No	36,742	152	127	0
238,819	Female	23	1	37	1	< 1 Year	No	30,675	152	58	0
68,264	Male	22	1	27	1	< 1 Year	No	31,858	26	190	0
66,760	Female	34	1	28	1	1-2 Year	No	47,814	151	203	0
259,192	Female	22	1	26	1	< 1 Year	No	2,630	152	145	0
372,247	Female	43	1	28	0	1-2 Year	Yes	31,961	26	272	0
172,738	Female	41	1	28	0	1-2 Year	Yes	42,547	26	108	0
308,305	Female	22	1	43	1	< 1 Year	No	35,267	152	298	0
17,323	Female	24	1	15	0	< 1 Year	Yes	34,124	152	196	0
92,307	Female	21	1	47	0	< 1 Year	Yes	31,964	160	288	0
321,609	Male	25	1	15	1	< 1 Year	No	46,841	151	211	0
262,495	Female	31	1	13	0	< 1 Year	Yes	31,151	152	114	0
222,593	Male	51	1	50	0	1-2 Year	Yes	34,972	52	142	0
20,806	Female	33	1	3	1	< 1 Year	No	2,630	152	117	0
375,487	Male	26	1	33	1	< 1 Year	No	37,651	152	261	0
283,939	Female	32	1	13	1	< 1 Year	No	12,947	160	84	0
38,695	Female	26	1	14	1	< 1 Year	No	18,509	152	108	0
107,756	Female	45	1	35	1	1-2 Year	No	25,237	124	54	0
225,929	Male	23	1	41	0	< 1 Year	Yes	63,879	152	185	1
51,785	Female	23	1	3	0	< 1 Year	Yes	26,983	152	171	0
369,309	Male	60	1	19	0	1-2 Year	Yes	23,344	26	42	1
247,257	Female	31	1	30	0	1-2 Year	Yes	27,018	124	204	1
369,516	Female	24	1	46	1	< 1 Year	No	26,441	152	58	0
349,331	Female	41	1	33	0	1-2 Year	Yes	45,200	124	162	0
133,346	Female	34	1	25	0	1-2 Year	Yes	29,666	122	85	0
126,644	Male	43	1	45	0	1-2 Year	Yes	37,590	152	102	0
444,139	Female	22	1	8	1	< 1 Year	No	37,760	160	63	0
112,423	Female	43	1	50	1	1-2 Year	No	2,630	124	208	0
199,741	Female	36	1	6	0	1-2 Year	Yes	2,630	156	168	0
428,074	Male	40	1	29	1	1-2 Year	No	2,630	26	238	0
89,740	Female	76	1	41	1	1-2 Year	No	59,853	26	269	0
379,098	Male	37	1	28	0	1-2 Year	Yes	36,413	124	223	0
490,556	Female	25	1	8	1	< 1 Year	No	35,831	152	115	0
240,069	Male	39	1	28	0	1-2 Year	Yes	55,999	124	114	0
237,573	Female	23	1	10	1	< 1 Year	No	27,755	152	101	0
364,352	Female	23	1	29	1	< 1 Year	No	55,918	152	261	0
74,127	Female	23	1	3	1	< 1 Year	No	22,882	152	98	0
119,707	Male	44	1	28	1	1-2 Year	No	30,137	124	259	0
39,898	Female	22	1	13	1	< 1 Year	Yes	20,851	26	278	0
359,606	Female	31	1	3	1	< 1 Year	No	21,341	152	188	0
348,204	Male	70	1	28	0	1-2 Year	Yes	2,630	124	28	0
70,038	Male	36	1	39	0	1-2 Year	Yes	37,190	124	152	1
198,812	Male	40	1	41	0	1-2 Year	Yes	2,630	124	20	1
310,979	Male	25	1	37	1	< 1 Year	No	32,561	152	107	0
468,765	Male	30	1	30	0	1-2 Year	Yes	22,227	124	163	1
98,410	Female	43	1	28	0	1-2 Year	Yes	37,343	124	148	1
353,185	Male	23	1	31	1	< 1 Year	No	2,630	152	172	0
111,651	Female	21	1	46	1	< 1 Year	No	23,854	160	269	0
437,301	Female	21	1	35	1	< 1 Year	No	40,295	160	165	0
297,138	Male	46	1	52	0	1-2 Year	Yes	2,630	26	168	0
134,114	Male	36	1	43	0	1-2 Year	Yes	31,093	26	266	0
403,531	Female	22	1	25	1	< 1 Year	No	27,935	152	53	0
138,438	Female	54	1	50	1	1-2 Year	No	49,003	124	59	0
59,387	Male	67	1	40	0	1-2 Year	Yes	32,332	157	16	1
357,310	Male	50	1	19	0	1-2 Year	Yes	36,780	26	120	0
144,229	Female	23	1	46	1	< 1 Year	No	27,218	160	211	0
318,615	Male	23	1	32	0	< 1 Year	No	2,630	152	282	0
172,550	Female	41	1	28	0	< 1 Year	No	2,630	1	28	0
228,641	Male	22	1	34	0	< 1 Year	No	31,094	152	46	0
97,041	Male	31	1	10	0	< 1 Year	Yes	39,117	152	176	0
293,357	Male	24	1	8	0	< 1 Year	Yes	37,644	160	238	0
305,404	Male	41	1	28	0	1-2 Year	Yes	30,207	26	250	0
322,861	Female	38	1	28	0	> 2 Years	Yes	76,960	24	136	0
374,043	Female	24	1	46	1	< 1 Year	No	31,106	152	293	0
221,772	Male	47	1	7	0	1-2 Year	Yes	49,579	26	261	1
53,204	Female	40	1	11	0	1-2 Year	Yes	2,630	124	52	0
258,654	Female	28	1	47	0	< 1 Year	Yes	23,164	152	258	0
239,195	Male	26	1	8	1	< 1 Year	No	28,799	152	228	0
388,177	Male	66	1	41	1	1-2 Year	No	43,679	152	174	0
307,912	Female	22	1	46	1	< 1 Year	No	18,295	152	84	0
324,256	Female	48	1	28	0	> 2 Years	Yes	41,326	55	174	1
53,405	Female	48	1	28	1	1-2 Year	No	2,630	122	72	0
390,164	Female	67	1	28	1	1-2 Year	No	45,264	26	99	0
484,354	Female	31	1	33	1	< 1 Year	No	32,927	152	135	0

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