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
293,700	Male	54	1	28	0	1-2 Year	Yes	2,630	156	275	0
122,257	Female	34	1	8	1	1-2 Year	No	36,303	26	211	0
1,475	Female	21	1	46	0	< 1 Year	Yes	32,801	160	65	0
482,286	Male	22	1	30	1	< 1 Year	No	31,737	152	178	0
129,827	Female	27	1	41	0	< 1 Year	Yes	2,630	160	211	0
135,993	Male	61	1	4	0	1-2 Year	Yes	28,490	163	107	0
98,567	Male	23	1	36	0	< 1 Year	Yes	21,443	152	38	0
122,986	Male	29	1	43	1	< 1 Year	No	2,630	152	196	0
113,302	Male	21	1	36	0	< 1 Year	No	31,823	152	96	0
373,411	Male	39	1	28	0	> 2 Years	Yes	26,430	122	123	1
262,828	Male	43	1	31	0	1-2 Year	Yes	2,630	156	56	1
400,297	Male	37	1	8	1	1-2 Year	No	2,630	124	238	0
417,354	Female	42	1	3	0	1-2 Year	Yes	18,254	124	73	1
150,769	Male	27	1	36	1	< 1 Year	No	27,585	152	188	0
9,451	Male	22	1	37	0	1-2 Year	Yes	33,339	124	269	0
292,516	Male	32	1	28	0	< 1 Year	Yes	50,062	122	21	0
417,743	Female	67	1	28	1	1-2 Year	No	43,058	26	38	0
227,200	Male	49	1	8	1	1-2 Year	No	46,631	124	48	0
79,579	Female	30	1	3	0	1-2 Year	Yes	2,630	124	220	0
145,158	Male	47	1	47	1	1-2 Year	No	28,397	26	137	0
98,603	Female	37	1	18	0	1-2 Year	No	24,220	124	127	1
3	Male	47	1	28	0	> 2 Years	Yes	38,294	26	27	1
460,142	Female	41	1	13	0	1-2 Year	Yes	17,822	157	107	1
305,576	Male	41	1	28	0	1-2 Year	Yes	2,630	122	126	0
452,324	Female	35	1	46	1	1-2 Year	No	20,238	152	261	0
299,966	Male	21	1	36	0	< 1 Year	No	35,677	152	66	0
264,265	Male	47	1	8	0	1-2 Year	Yes	30,433	152	47	1
312,981	Male	44	1	28	0	1-2 Year	Yes	27,280	139	84	0
81,214	Male	26	1	28	1	< 1 Year	No	33,137	152	281	0
288,298	Male	46	0	29	0	1-2 Year	Yes	40,502	124	79	0
188,029	Female	35	1	28	0	1-2 Year	Yes	24,561	26	182	0
8,083	Male	29	1	8	0	< 1 Year	Yes	61,757	124	255	0
101,835	Female	44	1	29	0	1-2 Year	Yes	34,544	124	189	0
128,640	Female	57	1	8	0	> 2 Years	Yes	28,414	7	295	1
468,048	Male	53	1	14	0	1-2 Year	Yes	24,208	26	137	1
288,258	Male	49	1	28	0	1-2 Year	Yes	43,708	26	227	0
175,340	Male	49	1	41	0	1-2 Year	Yes	29,471	26	99	0
318,373	Female	48	1	46	0	1-2 Year	No	25,008	91	13	0
236,868	Male	22	1	47	1	< 1 Year	No	38,905	152	48	0
41,838	Female	70	1	24	1	1-2 Year	No	24,179	124	288	0
154,134	Female	39	1	28	0	1-2 Year	Yes	30,824	13	147	0
124,349	Female	37	1	46	0	1-2 Year	Yes	31,453	122	176	0
468,361	Male	47	1	15	0	1-2 Year	Yes	40,161	26	78	1
106,979	Male	58	1	28	1	1-2 Year	No	52,124	26	195	0
192,328	Female	29	1	3	0	< 1 Year	Yes	30,594	156	120	1
168,502	Female	23	1	17	0	< 1 Year	No	2,630	152	82	0
488,514	Male	25	1	41	1	< 1 Year	No	37,126	151	19	0
148,657	Male	72	1	21	1	1-2 Year	No	51,525	124	215	0
51,956	Male	38	1	29	0	1-2 Year	No	23,130	124	75	0
193,258	Female	50	1	28	1	1-2 Year	No	2,630	52	75	0
262,023	Female	25	1	6	1	< 1 Year	No	25,209	152	251	0
377,606	Male	39	1	15	1	1-2 Year	No	25,252	124	186	0
244,796	Male	23	1	37	1	< 1 Year	No	34,573	152	56	0
111,437	Female	22	1	25	1	< 1 Year	No	36,192	152	168	0
316,139	Male	23	1	21	0	< 1 Year	Yes	27,720	152	89	1
172,243	Male	45	1	3	0	1-2 Year	Yes	29,525	154	291	0
177,904	Female	22	1	30	0	< 1 Year	Yes	31,399	152	17	0
414,412	Female	26	1	28	1	< 1 Year	No	54,030	152	297	0
57,508	Female	36	1	2	1	1-2 Year	No	28,223	124	289	0
498,264	Male	29	1	45	0	< 1 Year	Yes	2,630	156	84	1
185,493	Female	22	1	8	0	< 1 Year	No	53,712	152	274	0
199,335	Male	23	1	36	0	< 1 Year	Yes	30,272	152	45	0
296,489	Female	46	1	46	1	1-2 Year	No	24,341	124	217	0
426,686	Male	58	1	38	1	1-2 Year	No	40,117	124	217	0
95,651	Male	44	1	50	0	1-2 Year	Yes	33,118	26	193	1
294,077	Female	41	1	28	1	1-2 Year	No	2,630	124	35	0
64,885	Female	34	1	17	0	1-2 Year	Yes	2,630	156	206	0
312,546	Male	72	1	28	1	1-2 Year	No	55,886	26	12	0
112,510	Male	45	1	41	1	1-2 Year	No	31,589	26	243	0
99,793	Female	32	1	36	1	< 1 Year	No	2,630	160	293	0
300,638	Male	50	1	28	1	1-2 Year	No	36,948	160	150	0
146,291	Male	54	1	18	0	1-2 Year	Yes	41,132	31	77	0
72,831	Female	58	1	15	1	1-2 Year	No	2,630	14	77	0
175,245	Female	23	1	11	1	< 1 Year	No	27,206	152	180	0
314,797	Male	58	1	42	0	1-2 Year	Yes	32,511	124	30	0
100,451	Male	44	1	47	0	1-2 Year	Yes	2,630	124	179	0
318,087	Male	24	1	18	0	1-2 Year	No	2,630	124	27	0
24,423	Female	24	1	24	1	< 1 Year	No	22,083	152	185	0
389,356	Female	32	1	3	1	1-2 Year	No	22,963	26	136	0
35,540	Female	26	1	21	1	< 1 Year	No	37,248	152	291	0
93,751	Female	25	1	41	1	< 1 Year	No	23,459	152	129	0
245,343	Female	60	1	8	0	1-2 Year	No	35,587	26	49	0
150,510	Female	57	1	33	0	1-2 Year	Yes	33,032	26	213	0
82,053	Male	27	1	8	1	< 1 Year	No	36,757	152	41	0
199,605	Male	35	1	29	0	1-2 Year	Yes	2,630	156	201	0
45,426	Female	35	1	28	0	1-2 Year	Yes	38,412	124	231	0
433,495	Male	61	1	18	1	1-2 Year	No	28,841	26	121	0
292,712	Female	80	1	26	0	1-2 Year	Yes	28,419	120	258	0
437	Male	29	1	8	0	< 1 Year	Yes	42,992	124	241	0
112,179	Female	48	1	46	1	1-2 Year	No	26,734	26	147	0
68,202	Female	41	1	41	0	1-2 Year	No	41,319	124	90	0
95,328	Male	41	1	8	1	1-2 Year	No	2,630	124	105	0
9,910	Male	25	1	3	0	< 1 Year	No	2,630	152	171	0
412,993	Female	46	1	15	0	1-2 Year	Yes	29,359	124	292	1
283,336	Female	42	1	3	0	1-2 Year	Yes	22,735	26	233	0
35,818	Female	24	1	29	1	< 1 Year	No	30,117	152	235	0
470,348	Female	21	1	47	1	< 1 Year	No	35,090	160	77	0
306,882	Female	23	1	3	0	< 1 Year	Yes	2,630	153	83	0
456,722	Female	25	1	47	1	< 1 Year	No	45,375	124	107	0
13,379	Female	47	1	48	0	1-2 Year	Yes	2,630	124	118	0

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