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
185,938	Male	22	1	30	0	< 1 Year	Yes	35,455	152	256	1
105,018	Female	22	1	15	1	< 1 Year	No	37,713	152	249	0
432,143	Male	48	1	15	0	1-2 Year	Yes	51,871	26	140	1
28,223	Male	54	1	8	0	1-2 Year	Yes	37,554	26	68	1
219,479	Male	22	1	15	1	< 1 Year	No	30,820	152	269	0
99,988	Male	23	1	8	0	< 1 Year	Yes	39,088	152	32	0
210,823	Female	41	1	28	0	1-2 Year	Yes	38,035	124	122	0
172,509	Female	33	1	28	1	< 1 Year	No	55,152	152	241	0
4,544	Male	46	1	28	0	1-2 Year	Yes	37,023	26	102	1
132,554	Male	30	1	30	1	< 1 Year	No	34,682	152	18	0
75,022	Female	28	1	12	1	< 1 Year	No	23,145	152	269	0
209,338	Male	24	1	6	1	< 1 Year	No	41,598	152	40	0
233,947	Female	75	1	28	1	1-2 Year	Yes	53,754	124	289	0
403,617	Female	26	1	6	1	< 1 Year	No	23,211	152	13	0
97,705	Male	27	1	50	1	< 1 Year	No	34,525	152	168	0
389,973	Female	58	1	52	0	> 2 Years	Yes	33,811	26	93	1
498,809	Female	29	1	46	1	< 1 Year	No	33,778	160	195	0
35,889	Male	25	1	28	1	< 1 Year	No	26,482	152	119	0
323,580	Male	24	1	41	1	< 1 Year	No	31,298	152	270	0
480,826	Female	49	1	28	0	1-2 Year	Yes	43,183	26	137	1
217,479	Male	31	1	10	1	< 1 Year	No	28,035	152	216	0
183,386	Female	40	1	28	1	1-2 Year	No	54,649	124	40	0
442,686	Female	25	1	30	1	< 1 Year	No	49,331	152	135	0
45,506	Male	39	1	28	0	> 2 Years	Yes	38,505	124	94	0
134,614	Male	67	1	0	0	1-2 Year	Yes	2,630	26	238	0
378,987	Female	66	1	28	1	1-2 Year	No	22,389	26	244	0
267,246	Male	60	1	13	0	1-2 Year	Yes	26,909	26	89	0
369,390	Male	76	1	28	1	1-2 Year	No	50,411	13	138	0
373,001	Male	39	1	28	0	1-2 Year	Yes	26,707	124	282	0
337,435	Female	27	1	50	1	< 1 Year	No	40,042	152	56	0
53,149	Female	22	1	37	0	< 1 Year	No	28,451	152	74	0
44,665	Male	26	1	3	1	< 1 Year	No	24,751	152	190	0
73,287	Female	45	1	28	1	1-2 Year	No	34,936	26	128	0
50,197	Male	25	1	21	1	< 1 Year	No	40,979	152	96	0
66,044	Male	71	1	50	0	1-2 Year	Yes	26,883	26	122	0
235,153	Female	51	1	8	0	1-2 Year	Yes	2,630	124	159	0
484,564	Female	45	1	46	0	1-2 Year	Yes	37,723	26	164	1
287,746	Female	53	1	36	0	1-2 Year	Yes	2,630	26	161	0
89,045	Female	41	1	48	0	1-2 Year	Yes	2,630	124	260	1
446,796	Male	44	1	15	0	1-2 Year	Yes	2,630	26	33	1
401,978	Female	30	1	10	0	1-2 Year	Yes	46,516	156	238	1
166,441	Male	25	1	14	1	< 1 Year	No	18,525	152	125	0
91,548	Female	46	1	8	0	1-2 Year	Yes	40,117	124	173	0
255,348	Female	26	1	28	0	1-2 Year	Yes	34,319	154	261	0
78,495	Male	56	1	48	0	1-2 Year	Yes	2,630	124	23	0
450,960	Female	57	1	28	0	> 2 Years	Yes	29,639	26	232	1
309,142	Female	27	1	29	1	< 1 Year	No	2,630	152	144	0
68,701	Male	49	1	21	0	1-2 Year	Yes	31,724	124	146	0
129,977	Female	22	1	8	1	< 1 Year	No	33,470	160	190	0
148,557	Female	46	1	28	0	1-2 Year	Yes	45,392	26	157	1
28,747	Female	23	1	45	0	< 1 Year	Yes	2,630	152	280	0
121,250	Female	47	1	29	0	1-2 Year	Yes	41,618	154	263	1
312,852	Male	52	1	28	1	1-2 Year	No	49,771	26	261	0
359,794	Female	22	1	11	0	< 1 Year	Yes	2,630	160	168	0
129,731	Male	50	1	28	0	1-2 Year	Yes	16,832	122	23	1
411,815	Male	47	1	15	0	1-2 Year	Yes	2,630	124	193	1
294,283	Female	22	1	28	1	< 1 Year	No	32,526	152	92	0
216,627	Female	42	1	50	1	1-2 Year	No	37,021	8	242	0
12,799	Male	39	1	19	0	1-2 Year	Yes	2,630	157	173	1
145,580	Female	28	1	8	1	< 1 Year	No	44,389	152	156	0
257,836	Male	26	1	18	1	< 1 Year	No	28,358	152	36	0
119,515	Male	53	1	28	0	1-2 Year	Yes	51,425	122	219	1
100,133	Female	32	1	2	1	< 1 Year	No	30,794	152	238	0
352,765	Male	23	1	8	0	< 1 Year	Yes	42,306	152	51	0
488,594	Male	46	1	13	0	> 2 Years	Yes	31,831	124	245	1
106,125	Female	33	1	1	0	1-2 Year	Yes	2,630	163	148	1
430,189	Male	22	1	5	1	< 1 Year	No	33,115	152	16	0
394,128	Male	44	1	46	0	1-2 Year	Yes	29,272	124	66	1
385,128	Male	54	1	51	1	1-2 Year	No	106,035	26	151	0
441,880	Female	42	1	35	0	1-2 Year	Yes	29,339	122	215	1
106,708	Male	35	1	9	1	1-2 Year	No	2,630	155	199	0
225,249	Female	27	1	2	1	< 1 Year	No	24,076	160	147	0
379,210	Male	42	1	28	0	> 2 Years	Yes	30,427	26	170	0
270,875	Male	45	1	28	0	1-2 Year	Yes	2,630	29	14	1
419,737	Female	23	1	36	1	< 1 Year	No	36,266	152	14	0
347,599	Female	24	1	15	1	< 1 Year	No	31,660	152	197	0
437,193	Female	35	1	38	0	1-2 Year	Yes	31,551	124	253	1
374,256	Male	64	1	28	0	1-2 Year	Yes	29,167	124	239	0
435,244	Male	37	1	28	0	1-2 Year	Yes	31,376	124	11	1
254,540	Female	60	1	30	1	1-2 Year	No	2,630	124	178	0
4,744	Male	57	1	29	0	1-2 Year	Yes	37,311	26	84	0
409,767	Female	50	1	35	0	1-2 Year	Yes	2,630	26	69	1
195,581	Male	52	1	31	0	> 2 Years	Yes	2,630	122	256	0
409,465	Male	45	1	28	0	1-2 Year	Yes	55,081	26	162	1
417,864	Female	32	1	33	1	< 1 Year	No	34,747	152	265	0
58,850	Female	30	1	2	0	< 1 Year	Yes	24,618	152	211	0
243,841	Female	22	1	8	1	< 1 Year	No	42,604	152	298	0
4,167	Female	34	1	28	0	1-2 Year	Yes	42,128	124	220	0
407,711	Female	24	1	6	1	< 1 Year	No	27,525	152	134	0
450,566	Female	39	1	28	0	1-2 Year	Yes	27,730	124	236	1
273,697	Female	22	1	36	1	< 1 Year	No	36,185	152	81	0
85,130	Female	21	1	2	0	< 1 Year	Yes	24,766	160	76	0
95,983	Male	29	1	28	1	< 1 Year	No	42,325	152	289	0
378,008	Male	60	1	30	1	1-2 Year	Yes	27,004	26	113	0
117,504	Female	79	1	28	0	> 2 Years	Yes	2,630	26	89	0
432,291	Female	24	1	17	1	< 1 Year	No	39,914	152	140	0
14,891	Female	29	1	20	1	< 1 Year	No	2,630	152	168	0
343,503	Female	42	1	28	0	1-2 Year	Yes	37,497	26	231	0
113,032	Male	53	1	43	0	1-2 Year	Yes	34,868	124	83	0
15,457	Male	25	1	35	1	< 1 Year	No	2,630	152	99	1

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