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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
241,618 |
Male
| 70 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 76,646 | 26 | 15 | 0 |
282,261 |
Female
| 21 | 1 | 33 | 0 |
< 1 Year
|
Yes
| 28,743 | 152 | 106 | 0 |
143,377 |
Male
| 26 | 1 | 45 | 1 |
< 1 Year
|
No
| 21,256 | 152 | 257 | 0 |
64,547 |
Male
| 23 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 24,990 | 152 | 269 | 0 |
279,783 |
Female
| 30 | 1 | 28 | 1 |
< 1 Year
|
No
| 42,407 | 152 | 268 | 0 |
476,654 |
Male
| 25 | 1 | 4 | 1 |
< 1 Year
|
No
| 35,019 | 152 | 123 | 0 |
503,149 |
Male
| 23 | 1 | 29 | 1 |
< 1 Year
|
No
| 27,096 | 152 | 54 | 0 |
438,582 |
Male
| 39 | 1 | 21 | 0 |
1-2 Year
|
Yes
| 25,586 | 163 | 253 | 1 |
405,432 |
Male
| 34 | 1 | 36 | 0 |
1-2 Year
|
Yes
| 2,630 | 157 | 131 | 1 |
397,409 |
Female
| 34 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 25,325 | 124 | 61 | 1 |
416,124 |
Male
| 25 | 1 | 11 | 1 |
< 1 Year
|
No
| 29,524 | 160 | 39 | 0 |
423,199 |
Female
| 58 | 1 | 18 | 1 |
1-2 Year
|
No
| 39,613 | 11 | 229 | 0 |
408,812 |
Male
| 50 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 30,812 | 26 | 109 | 1 |
413,938 |
Female
| 51 | 1 | 11 | 0 |
1-2 Year
|
Yes
| 30,152 | 14 | 162 | 1 |
3,284 |
Male
| 22 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 70,574 | 152 | 176 | 0 |
295,800 |
Female
| 22 | 1 | 28 | 1 |
< 1 Year
|
No
| 38,400 | 152 | 188 | 0 |
174,140 |
Male
| 26 | 1 | 36 | 1 |
< 1 Year
|
Yes
| 2,630 | 152 | 200 | 1 |
296,935 |
Female
| 53 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 51,043 | 55 | 153 | 0 |
125,067 |
Male
| 24 | 1 | 41 | 1 |
< 1 Year
|
No
| 58,695 | 152 | 110 | 0 |
307,489 |
Male
| 40 | 1 | 43 | 0 |
1-2 Year
|
Yes
| 36,472 | 124 | 190 | 0 |
121,160 |
Female
| 54 | 1 | 50 | 0 |
1-2 Year
|
Yes
| 36,308 | 26 | 210 | 0 |
345,129 |
Male
| 63 | 1 | 28 | 1 |
1-2 Year
|
No
| 38,567 | 26 | 182 | 0 |
173,737 |
Female
| 51 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 38,857 | 26 | 45 | 1 |
279,777 |
Male
| 22 | 1 | 33 | 1 |
< 1 Year
|
No
| 30,872 | 152 | 83 | 0 |
132,940 |
Male
| 69 | 1 | 15 | 1 |
1-2 Year
|
No
| 28,350 | 26 | 263 | 0 |
89,710 |
Male
| 51 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 45,466 | 26 | 66 | 0 |
468,764 |
Male
| 40 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 198 | 1 |
154,923 |
Female
| 25 | 1 | 7 | 1 |
< 1 Year
|
No
| 45,286 | 152 | 128 | 0 |
294,988 |
Female
| 25 | 1 | 41 | 1 |
< 1 Year
|
No
| 31,954 | 152 | 74 | 0 |
427,454 |
Female
| 21 | 1 | 39 | 1 |
< 1 Year
|
No
| 22,110 | 152 | 97 | 0 |
400,711 |
Female
| 37 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 41,800 | 124 | 161 | 1 |
205,153 |
Female
| 47 | 1 | 8 | 1 |
1-2 Year
|
No
| 25,960 | 124 | 130 | 0 |
23,934 |
Male
| 72 | 1 | 28 | 1 |
1-2 Year
|
No
| 31,170 | 25 | 275 | 0 |
125,722 |
Female
| 22 | 1 | 22 | 1 |
< 1 Year
|
No
| 28,856 | 152 | 13 | 0 |
232,770 |
Female
| 25 | 1 | 3 | 1 |
< 1 Year
|
No
| 24,184 | 152 | 81 | 0 |
304,062 |
Male
| 52 | 1 | 8 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 57 | 0 |
290,499 |
Female
| 31 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 60,152 | 26 | 67 | 0 |
275,187 |
Female
| 23 | 1 | 32 | 1 |
< 1 Year
|
No
| 29,310 | 152 | 25 | 0 |
406,803 |
Female
| 49 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 39,514 | 26 | 56 | 1 |
132,552 |
Male
| 51 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 52 | 1 |
150,057 |
Male
| 25 | 1 | 47 | 0 |
< 1 Year
|
No
| 38,746 | 152 | 250 | 0 |
411,302 |
Female
| 25 | 1 | 10 | 1 |
< 1 Year
|
No
| 24,323 | 152 | 202 | 0 |
154,145 |
Male
| 77 | 1 | 28 | 1 |
1-2 Year
|
No
| 36,150 | 26 | 122 | 0 |
261,360 |
Female
| 21 | 1 | 28 | 1 |
< 1 Year
|
No
| 68,406 | 152 | 127 | 0 |
455,664 |
Male
| 40 | 1 | 7 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 277 | 1 |
142,346 |
Male
| 41 | 1 | 38 | 1 |
1-2 Year
|
No
| 2,630 | 124 | 210 | 0 |
54,778 |
Female
| 43 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 43,435 | 26 | 43 | 0 |
280,236 |
Female
| 30 | 1 | 7 | 0 |
1-2 Year
|
Yes
| 2,630 | 157 | 236 | 0 |
238,066 |
Female
| 80 | 1 | 28 | 1 |
1-2 Year
|
No
| 32,563 | 29 | 155 | 0 |
176,165 |
Male
| 56 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 55,271 | 26 | 209 | 1 |
160,814 |
Female
| 40 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 26,522 | 124 | 23 | 1 |
505,662 |
Male
| 22 | 1 | 9 | 1 |
< 1 Year
|
No
| 32,042 | 26 | 155 | 0 |
130,221 |
Female
| 27 | 1 | 11 | 1 |
< 1 Year
|
No
| 24,896 | 152 | 24 | 0 |
306,235 |
Female
| 48 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 48,013 | 26 | 80 | 1 |
409,236 |
Female
| 50 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 39,740 | 124 | 259 | 1 |
127,930 |
Female
| 22 | 1 | 27 | 1 |
< 1 Year
|
No
| 39,360 | 152 | 80 | 0 |
287,892 |
Male
| 27 | 1 | 36 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 268 | 0 |
133,340 |
Female
| 28 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 2,630 | 158 | 154 | 1 |
277,061 |
Female
| 30 | 1 | 41 | 0 |
< 1 Year
|
Yes
| 37,187 | 124 | 138 | 1 |
101,349 |
Male
| 51 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 39,709 | 124 | 41 | 1 |
377,291 |
Male
| 43 | 1 | 40 | 0 |
> 2 Years
|
Yes
| 30,278 | 26 | 105 | 1 |
159,230 |
Male
| 25 | 1 | 28 | 1 |
< 1 Year
|
No
| 48,995 | 152 | 111 | 0 |
322,944 |
Male
| 43 | 1 | 32 | 0 |
1-2 Year
|
Yes
| 36,696 | 124 | 277 | 1 |
10,438 |
Female
| 23 | 1 | 28 | 1 |
< 1 Year
|
No
| 54,904 | 152 | 182 | 0 |
485,659 |
Male
| 39 | 1 | 25 | 0 |
1-2 Year
|
Yes
| 2,630 | 155 | 96 | 1 |
454,908 |
Male
| 51 | 1 | 26 | 1 |
1-2 Year
|
No
| 27,206 | 22 | 164 | 0 |
122,996 |
Female
| 36 | 1 | 46 | 0 |
1-2 Year
|
Yes
| 22,438 | 124 | 78 | 1 |
137,190 |
Female
| 44 | 1 | 9 | 0 |
1-2 Year
|
Yes
| 39,411 | 124 | 211 | 0 |
58,507 |
Male
| 27 | 1 | 32 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 72 | 0 |
158,498 |
Female
| 27 | 1 | 8 | 1 |
< 1 Year
|
No
| 39,947 | 152 | 261 | 0 |
30,189 |
Female
| 48 | 1 | 7 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 148 | 0 |
39,681 |
Female
| 24 | 1 | 14 | 1 |
< 1 Year
|
No
| 26,950 | 152 | 159 | 0 |
59,069 |
Male
| 58 | 1 | 48 | 1 |
1-2 Year
|
No
| 2,630 | 15 | 128 | 0 |
467,101 |
Female
| 30 | 1 | 2 | 0 |
< 1 Year
|
Yes
| 35,088 | 31 | 258 | 1 |
320,157 |
Female
| 66 | 1 | 41 | 1 |
1-2 Year
|
No
| 48,236 | 124 | 53 | 0 |
30,879 |
Female
| 20 | 1 | 50 | 1 |
< 1 Year
|
No
| 27,411 | 160 | 173 | 0 |
257,062 |
Female
| 23 | 1 | 8 | 1 |
< 1 Year
|
No
| 34,372 | 152 | 55 | 0 |
425,133 |
Male
| 47 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 32,961 | 122 | 70 | 1 |
305,515 |
Male
| 24 | 1 | 28 | 1 |
< 1 Year
|
Yes
| 88,806 | 152 | 196 | 0 |
203,756 |
Female
| 22 | 1 | 15 | 0 |
< 1 Year
|
No
| 2,630 | 160 | 263 | 0 |
312,870 |
Male
| 57 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 39,414 | 26 | 183 | 0 |
290,522 |
Male
| 29 | 1 | 14 | 1 |
< 1 Year
|
No
| 36,018 | 152 | 144 | 0 |
186,641 |
Female
| 26 | 1 | 41 | 1 |
< 1 Year
|
No
| 20,017 | 152 | 22 | 0 |
434,992 |
Male
| 33 | 1 | 41 | 0 |
< 1 Year
|
Yes
| 2,630 | 157 | 67 | 1 |
136,280 |
Male
| 60 | 1 | 28 | 1 |
1-2 Year
|
No
| 28,256 | 124 | 20 | 0 |
63,027 |
Male
| 25 | 1 | 15 | 1 |
< 1 Year
|
No
| 30,953 | 152 | 255 | 0 |
444,103 |
Male
| 42 | 1 | 30 | 0 |
1-2 Year
|
Yes
| 2,630 | 156 | 125 | 1 |
137,122 |
Male
| 32 | 1 | 28 | 1 |
< 1 Year
|
No
| 50,455 | 152 | 215 | 0 |
481,994 |
Female
| 53 | 1 | 8 | 1 |
1-2 Year
|
No
| 35,817 | 152 | 161 | 0 |
284,277 |
Male
| 25 | 1 | 7 | 0 |
< 1 Year
|
No
| 2,630 | 152 | 118 | 0 |
221,804 |
Female
| 22 | 1 | 8 | 0 |
< 1 Year
|
Yes
| 23,758 | 152 | 253 | 0 |
336,462 |
Female
| 23 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 34,720 | 152 | 251 | 0 |
200,311 |
Female
| 24 | 1 | 3 | 1 |
< 1 Year
|
No
| 26,406 | 152 | 199 | 0 |
191,533 |
Female
| 24 | 1 | 28 | 1 |
< 1 Year
|
No
| 59,139 | 152 | 295 | 0 |
230,095 |
Female
| 22 | 1 | 50 | 1 |
< 1 Year
|
No
| 37,337 | 152 | 83 | 0 |
336,788 |
Male
| 62 | 1 | 39 | 0 |
> 2 Years
|
Yes
| 43,976 | 124 | 132 | 0 |
66,154 |
Male
| 24 | 1 | 50 | 1 |
< 1 Year
|
No
| 28,318 | 152 | 68 | 0 |
165,095 |
Female
| 22 | 1 | 3 | 0 |
< 1 Year
|
Yes
| 39,376 | 152 | 252 | 0 |
77,698 |
Female
| 34 | 1 | 35 | 1 |
1-2 Year
|
No
| 25,761 | 124 | 189 | 0 |
125,691 |
Male
| 24 | 1 | 26 | 1 |
< 1 Year
|
No
| 40,778 | 152 | 179 | 0 |
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