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
131,555	Male	21	1	28	0	< 1 Year	Yes	48,137	160	278	0
319,278	Male	34	1	28	0	1-2 Year	Yes	46,812	26	206	1
62,973	Male	28	1	37	0	< 1 Year	Yes	40,391	152	285	0
78,563	Male	26	1	8	1	< 1 Year	No	29,183	152	54	0
368,418	Male	57	1	28	0	1-2 Year	Yes	59,663	26	263	0
72,299	Male	48	1	28	1	1-2 Year	No	48,021	124	148	0
337,942	Female	20	1	43	1	< 1 Year	No	29,352	160	289	0
292,692	Male	59	1	29	1	1-2 Year	No	57,436	124	76	0
462,075	Male	21	1	30	1	< 1 Year	Yes	37,027	160	247	0
70,312	Male	40	1	28	1	1-2 Year	No	25,681	26	115	0
78,508	Male	52	1	19	0	1-2 Year	Yes	2,630	26	49	0
423,790	Male	37	1	8	1	1-2 Year	No	29,062	152	244	0
286,677	Male	49	1	46	1	1-2 Year	No	2,630	124	268	0
343,382	Female	41	1	8	0	1-2 Year	No	2,630	26	184	0
347,789	Male	67	1	37	1	1-2 Year	Yes	29,706	124	227	0
26,252	Female	26	1	11	0	< 1 Year	Yes	24,904	152	116	0
29,057	Female	59	1	24	0	1-2 Year	Yes	2,630	156	218	0
197,897	Male	27	1	30	1	< 1 Year	No	2,630	151	144	0
74,391	Female	20	1	15	0	< 1 Year	Yes	32,642	160	161	0
42,859	Female	26	1	39	1	< 1 Year	No	2,630	160	261	0
62,699	Female	25	1	36	1	< 1 Year	No	33,988	152	128	0
287,248	Female	24	1	6	1	< 1 Year	No	30,987	152	226	0
386,535	Female	42	1	28	0	1-2 Year	Yes	52,163	26	134	1
137,337	Female	23	1	44	1	< 1 Year	No	2,630	152	35	0
92,823	Male	38	1	46	0	1-2 Year	Yes	36,000	156	76	1
397,477	Female	22	1	50	1	< 1 Year	No	41,516	152	232	0
139,965	Male	59	1	8	1	1-2 Year	Yes	38,402	26	170	0
478,108	Female	22	1	21	1	< 1 Year	No	2,630	152	294	0
110,090	Male	41	1	28	0	1-2 Year	No	24,197	124	227	0
156,368	Female	29	1	35	1	< 1 Year	No	34,043	152	163	0
89,845	Female	35	1	45	1	1-2 Year	No	28,116	124	75	0
102,300	Male	49	1	7	0	1-2 Year	Yes	37,558	26	175	0
26,650	Female	57	1	28	0	> 2 Years	Yes	44,320	26	65	1
146,978	Male	25	1	35	1	< 1 Year	No	45,396	152	151	0
75,168	Male	76	1	24	0	1-2 Year	Yes	39,564	26	187	0
34,572	Female	26	1	17	1	< 1 Year	No	22,947	160	18	0
66,261	Female	60	1	28	1	1-2 Year	No	30,277	124	261	0
458,250	Female	23	1	30	1	< 1 Year	No	24,967	152	76	0
75,899	Male	22	1	2	1	< 1 Year	No	26,168	152	225	0
285,381	Female	41	1	28	0	> 2 Years	Yes	66,526	26	236	1
136,787	Male	24	1	15	0	< 1 Year	No	38,043	152	69	0
196,278	Female	52	1	28	0	1-2 Year	No	50,296	125	91	0
338,070	Male	69	1	36	0	1-2 Year	Yes	39,756	26	241	0
51,223	Female	65	1	7	1	1-2 Year	No	2,630	26	22	0
148,430	Male	26	1	45	1	< 1 Year	No	25,520	152	193	0
314,230	Male	46	1	28	0	1-2 Year	Yes	32,239	124	166	1
57,852	Female	38	1	15	1	1-2 Year	No	28,580	124	120	0
364,945	Female	69	1	29	1	1-2 Year	No	2,630	160	145	0
399,392	Male	45	1	3	0	1-2 Year	Yes	32,684	124	81	1
274,009	Male	53	1	28	0	1-2 Year	Yes	27,610	124	113	0
20,402	Female	33	1	28	0	1-2 Year	Yes	35,716	122	291	0
76,244	Female	24	1	30	1	< 1 Year	No	31,023	152	103	0
266,518	Male	51	1	48	0	1-2 Year	Yes	2,630	103	175	1
20,910	Female	23	1	46	1	< 1 Year	No	30,905	152	45	0
281,093	Female	27	1	28	0	< 1 Year	No	35,029	152	256	0
328,496	Male	49	1	36	0	1-2 Year	Yes	44,281	124	133	0
286,759	Male	60	1	28	0	1-2 Year	Yes	26,063	124	269	0
11,588	Female	21	1	26	0	< 1 Year	Yes	26,279	152	84	0
262,643	Female	24	1	46	0	< 1 Year	Yes	32,365	152	199	0
357,353	Female	26	1	28	1	< 1 Year	No	41,488	152	18	0
450,955	Female	56	1	13	1	1-2 Year	No	2,630	152	67	0
391,881	Female	23	1	37	1	< 1 Year	No	41,623	152	181	0
249,958	Male	38	1	3	1	1-2 Year	Yes	2,630	26	176	0
195,631	Female	53	1	39	0	1-2 Year	Yes	27,830	26	222	0
227,919	Male	78	1	46	0	> 2 Years	Yes	44,449	11	81	0
249,313	Female	33	1	33	1	1-2 Year	No	35,681	124	109	0
193,083	Male	43	1	8	1	1-2 Year	No	82,753	26	85	0
96,127	Female	23	1	13	1	< 1 Year	No	31,234	151	260	0
169,344	Female	33	1	15	1	< 1 Year	No	41,396	152	144	0
160,300	Male	28	1	28	1	1-2 Year	No	26,203	26	222	0
151,107	Male	61	1	28	0	1-2 Year	Yes	42,692	124	223	0
178,500	Male	23	1	41	1	< 1 Year	No	42,547	151	40	0
409,597	Female	47	1	46	0	1-2 Year	Yes	30,707	26	183	1
148,501	Female	43	1	1	0	1-2 Year	Yes	2,630	124	187	0
89,024	Male	38	1	18	0	1-2 Year	Yes	24,434	156	299	0
291,698	Female	71	1	28	0	1-2 Year	No	28,166	122	71	0
17,382	Male	23	1	8	1	< 1 Year	No	2,630	152	254	0
122,182	Male	24	1	29	1	< 1 Year	No	23,378	152	235	0
144,631	Female	20	1	2	0	< 1 Year	Yes	31,705	160	177	0
355,103	Male	38	1	28	0	1-2 Year	Yes	42,919	26	21	1
180,686	Male	40	1	28	0	1-2 Year	Yes	27,925	124	267	0
64,881	Female	24	1	9	0	< 1 Year	No	30,560	152	297	0
195,279	Female	43	1	28	1	1-2 Year	Yes	2,630	157	107	0
432,122	Female	42	1	13	0	1-2 Year	Yes	35,412	124	161	1
18,117	Male	78	1	28	0	1-2 Year	Yes	30,204	26	203	0
112,068	Female	22	1	46	1	< 1 Year	No	35,363	152	213	0
125,074	Female	51	1	28	0	1-2 Year	Yes	45,294	26	22	0
286,825	Male	23	1	46	1	< 1 Year	No	33,945	152	68	0
176,312	Female	29	1	47	0	< 1 Year	Yes	38,885	152	99	0
167,634	Male	67	1	2	1	1-2 Year	No	2,630	124	132	0
286,006	Male	20	1	41	0	1-2 Year	Yes	2,630	157	292	0
146,681	Male	24	1	29	0	< 1 Year	Yes	26,886	152	243	0
215,290	Female	38	1	11	1	1-2 Year	No	28,135	156	270	1
13,075	Male	25	1	3	1	< 1 Year	No	35,752	160	139	0
217,628	Female	22	1	8	1	< 1 Year	No	41,242	152	264	0
19,977	Female	42	1	11	0	1-2 Year	Yes	37,122	124	228	1
306,713	Female	26	1	30	1	< 1 Year	No	37,716	152	48	0
430,044	Female	36	1	3	1	1-2 Year	No	22,290	152	130	0
494,995	Female	60	1	28	1	1-2 Year	No	45,042	26	157	0
287,353	Male	21	1	47	1	< 1 Year	No	45,396	160	138	0

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