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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
167,647 |
Male
| 22 | 1 | 7 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 16 | 0 |
17,163 |
Male
| 42 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 43,327 | 26 | 135 | 0 |
32,023 |
Female
| 66 | 1 | 33 | 0 |
1-2 Year
|
Yes
| 35,841 | 124 | 253 | 0 |
87,447 |
Female
| 22 | 1 | 33 | 0 |
< 1 Year
|
No
| 27,645 | 152 | 69 | 0 |
501,933 |
Male
| 28 | 1 | 46 | 1 |
< 1 Year
|
No
| 29,023 | 152 | 211 | 0 |
295,775 |
Female
| 25 | 1 | 25 | 1 |
< 1 Year
|
No
| 27,954 | 152 | 23 | 0 |
71,711 |
Male
| 51 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 2,630 | 26 | 209 | 0 |
331,781 |
Male
| 38 | 1 | 28 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 51 | 0 |
290,704 |
Female
| 45 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 55,873 | 124 | 262 | 0 |
344,792 |
Male
| 42 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 27,801 | 122 | 217 | 1 |
31,460 |
Male
| 25 | 1 | 8 | 1 |
< 1 Year
|
No
| 63,623 | 152 | 73 | 0 |
389,010 |
Female
| 26 | 1 | 8 | 1 |
< 1 Year
|
No
| 47,665 | 152 | 12 | 0 |
441,774 |
Male
| 33 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 25,434 | 122 | 165 | 1 |
56,976 |
Male
| 25 | 1 | 28 | 1 |
< 1 Year
|
No
| 40,044 | 152 | 34 | 0 |
441,575 |
Male
| 42 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 38,347 | 124 | 263 | 1 |
453,047 |
Male
| 45 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 33,303 | 26 | 155 | 1 |
184,321 |
Female
| 76 | 1 | 28 | 0 |
> 2 Years
|
No
| 2,630 | 158 | 151 | 0 |
30,715 |
Male
| 23 | 1 | 28 | 1 |
< 1 Year
|
No
| 30,649 | 152 | 176 | 0 |
6,798 |
Male
| 49 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 35,887 | 26 | 177 | 0 |
288,067 |
Male
| 22 | 1 | 39 | 1 |
< 1 Year
|
No
| 28,333 | 152 | 240 | 0 |
44,332 |
Female
| 22 | 1 | 13 | 1 |
< 1 Year
|
No
| 26,066 | 152 | 44 | 0 |
472,735 |
Male
| 38 | 1 | 46 | 0 |
1-2 Year
|
Yes
| 2,630 | 157 | 256 | 1 |
319,884 |
Male
| 52 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 40,987 | 26 | 254 | 0 |
411,459 |
Female
| 24 | 1 | 14 | 1 |
< 1 Year
|
No
| 38,566 | 152 | 279 | 0 |
99,311 |
Male
| 21 | 1 | 36 | 0 |
< 1 Year
|
Yes
| 23,450 | 152 | 293 | 0 |
360,266 |
Female
| 22 | 1 | 3 | 0 |
< 1 Year
|
Yes
| 2,630 | 124 | 252 | 0 |
250,234 |
Female
| 23 | 1 | 36 | 1 |
< 1 Year
|
No
| 25,410 | 152 | 42 | 0 |
350,394 |
Female
| 48 | 1 | 36 | 1 |
1-2 Year
|
No
| 45,493 | 124 | 270 | 0 |
142,916 |
Male
| 35 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 30,238 | 124 | 271 | 0 |
103,117 |
Female
| 26 | 1 | 43 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 30 | 0 |
186,037 |
Male
| 23 | 1 | 41 | 0 |
< 1 Year
|
Yes
| 2,630 | 156 | 247 | 0 |
86,788 |
Male
| 22 | 1 | 33 | 1 |
< 1 Year
|
No
| 29,537 | 152 | 143 | 0 |
88,327 |
Male
| 36 | 1 | 28 | 1 |
1-2 Year
|
No
| 45,967 | 26 | 248 | 0 |
435,850 |
Female
| 21 | 1 | 36 | 1 |
< 1 Year
|
No
| 40,320 | 160 | 69 | 0 |
320,539 |
Female
| 35 | 1 | 45 | 0 |
1-2 Year
|
Yes
| 24,145 | 124 | 267 | 0 |
295,732 |
Female
| 44 | 1 | 28 | 1 |
1-2 Year
|
No
| 32,827 | 26 | 109 | 0 |
167,171 |
Male
| 60 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 40,293 | 26 | 68 | 1 |
317,813 |
Female
| 24 | 1 | 46 | 1 |
< 1 Year
|
No
| 24,096 | 152 | 255 | 0 |
48,952 |
Male
| 57 | 1 | 28 | 1 |
1-2 Year
|
No
| 53,124 | 124 | 38 | 0 |
366,070 |
Male
| 56 | 1 | 48 | 0 |
> 2 Years
|
Yes
| 2,630 | 26 | 224 | 0 |
222,479 |
Male
| 73 | 1 | 39 | 1 |
1-2 Year
|
Yes
| 27,807 | 26 | 236 | 0 |
210,876 |
Male
| 54 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 32,534 | 124 | 74 | 1 |
51,556 |
Male
| 42 | 1 | 28 | 1 |
1-2 Year
|
No
| 26,171 | 124 | 202 | 0 |
408,376 |
Male
| 50 | 1 | 11 | 1 |
1-2 Year
|
No
| 41,593 | 122 | 21 | 0 |
187,427 |
Female
| 72 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 44,851 | 152 | 287 | 0 |
373,877 |
Female
| 58 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 66,455 | 124 | 161 | 0 |
26,244 |
Male
| 23 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 2,630 | 158 | 92 | 0 |
186,429 |
Male
| 41 | 1 | 11 | 0 |
1-2 Year
|
Yes
| 31,153 | 124 | 181 | 1 |
6,468 |
Male
| 27 | 1 | 30 | 0 |
1-2 Year
|
Yes
| 23,251 | 124 | 255 | 0 |
303,609 |
Male
| 22 | 1 | 8 | 0 |
< 1 Year
|
No
| 65,167 | 152 | 14 | 0 |
54,431 |
Female
| 48 | 1 | 28 | 0 |
1-2 Year
|
No
| 75,958 | 26 | 275 | 0 |
264,880 |
Female
| 22 | 1 | 8 | 1 |
< 1 Year
|
No
| 36,467 | 152 | 22 | 0 |
97,857 |
Female
| 28 | 1 | 41 | 1 |
< 1 Year
|
No
| 52,959 | 160 | 209 | 0 |
488,976 |
Male
| 48 | 1 | 15 | 0 |
1-2 Year
|
Yes
| 28,775 | 124 | 275 | 1 |
431,933 |
Female
| 24 | 1 | 6 | 1 |
< 1 Year
|
No
| 23,135 | 152 | 271 | 0 |
52,024 |
Male
| 61 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 42,830 | 26 | 188 | 0 |
428,787 |
Male
| 59 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 37,313 | 157 | 47 | 1 |
410,225 |
Female
| 29 | 1 | 50 | 1 |
< 1 Year
|
No
| 24,742 | 152 | 95 | 0 |
28,493 |
Female
| 29 | 1 | 38 | 0 |
< 1 Year
|
Yes
| 30,046 | 152 | 38 | 0 |
227,374 |
Female
| 42 | 1 | 19 | 0 |
1-2 Year
|
Yes
| 22,361 | 124 | 224 | 1 |
431,683 |
Female
| 23 | 1 | 34 | 1 |
< 1 Year
|
No
| 33,338 | 26 | 49 | 0 |
433,733 |
Male
| 73 | 1 | 28 | 1 |
1-2 Year
|
No
| 37,088 | 122 | 77 | 0 |
139,782 |
Male
| 24 | 1 | 39 | 1 |
< 1 Year
|
No
| 30,187 | 152 | 123 | 0 |
65,176 |
Male
| 64 | 1 | 28 | 0 |
1-2 Year
|
No
| 2,630 | 122 | 254 | 0 |
277,905 |
Male
| 52 | 1 | 28 | 1 |
1-2 Year
|
No
| 27,844 | 26 | 225 | 0 |
324,131 |
Male
| 23 | 1 | 22 | 1 |
< 1 Year
|
No
| 29,735 | 152 | 98 | 0 |
54,187 |
Female
| 23 | 1 | 15 | 1 |
< 1 Year
|
Yes
| 24,542 | 152 | 96 | 0 |
173,937 |
Male
| 37 | 1 | 29 | 0 |
1-2 Year
|
No
| 27,229 | 124 | 187 | 0 |
11,442 |
Male
| 46 | 1 | 35 | 1 |
1-2 Year
|
No
| 21,005 | 124 | 204 | 0 |
261,291 |
Female
| 26 | 1 | 36 | 1 |
< 1 Year
|
No
| 29,605 | 152 | 282 | 0 |
379,426 |
Female
| 25 | 1 | 12 | 1 |
< 1 Year
|
No
| 28,438 | 152 | 79 | 0 |
398,645 |
Female
| 45 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 35,682 | 124 | 292 | 1 |
306,285 |
Female
| 31 | 1 | 30 | 1 |
< 1 Year
|
No
| 38,005 | 152 | 254 | 0 |
6,194 |
Male
| 68 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 27,861 | 26 | 136 | 0 |
125,194 |
Male
| 36 | 1 | 3 | 0 |
1-2 Year
|
Yes
| 19,222 | 152 | 119 | 0 |
285,032 |
Female
| 22 | 1 | 37 | 0 |
< 1 Year
|
No
| 29,805 | 152 | 209 | 0 |
38,551 |
Male
| 39 | 1 | 4 | 0 |
1-2 Year
|
Yes
| 33,522 | 124 | 290 | 1 |
35,311 |
Female
| 24 | 1 | 3 | 1 |
< 1 Year
|
No
| 25,475 | 152 | 128 | 0 |
247,681 |
Male
| 23 | 1 | 10 | 1 |
< 1 Year
|
No
| 30,945 | 152 | 168 | 0 |
425,139 |
Male
| 48 | 1 | 28 | 1 |
1-2 Year
|
No
| 35,079 | 24 | 51 | 0 |
70,641 |
Male
| 49 | 1 | 4 | 0 |
1-2 Year
|
Yes
| 29,363 | 124 | 167 | 1 |
503,663 |
Female
| 26 | 1 | 35 | 1 |
< 1 Year
|
No
| 29,843 | 152 | 199 | 0 |
40,582 |
Male
| 26 | 1 | 41 | 1 |
< 1 Year
|
No
| 20,159 | 152 | 96 | 0 |
315,986 |
Male
| 63 | 1 | 28 | 1 |
1-2 Year
|
No
| 37,020 | 124 | 253 | 0 |
471,980 |
Male
| 24 | 1 | 10 | 1 |
< 1 Year
|
No
| 29,763 | 152 | 288 | 0 |
419,823 |
Female
| 22 | 1 | 8 | 1 |
< 1 Year
|
No
| 44,053 | 152 | 272 | 0 |
178,663 |
Female
| 25 | 1 | 15 | 1 |
< 1 Year
|
No
| 42,908 | 152 | 281 | 0 |
37,710 |
Male
| 46 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 31,712 | 26 | 27 | 0 |
396,109 |
Male
| 28 | 1 | 6 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 296 | 0 |
131,215 |
Female
| 23 | 1 | 40 | 0 |
< 1 Year
|
Yes
| 29,266 | 152 | 39 | 0 |
177,006 |
Male
| 40 | 1 | 28 | 1 |
1-2 Year
|
No
| 53,537 | 124 | 170 | 0 |
324,397 |
Female
| 42 | 1 | 24 | 0 |
1-2 Year
|
Yes
| 40,342 | 26 | 213 | 1 |
77,008 |
Female
| 37 | 1 | 30 | 1 |
1-2 Year
|
No
| 24,572 | 152 | 250 | 0 |
245,364 |
Female
| 30 | 1 | 41 | 1 |
< 1 Year
|
No
| 30,181 | 152 | 116 | 0 |
180,580 |
Female
| 62 | 1 | 38 | 1 |
1-2 Year
|
No
| 34,578 | 26 | 114 | 0 |
277,104 |
Female
| 40 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 16,941 | 157 | 102 | 0 |
107,785 |
Female
| 23 | 1 | 3 | 0 |
< 1 Year
|
No
| 2,630 | 160 | 281 | 0 |
259,427 |
Female
| 24 | 1 | 28 | 1 |
< 1 Year
|
No
| 37,444 | 153 | 237 | 0 |
6,420 |
Male
| 22 | 1 | 10 | 1 |
< 1 Year
|
No
| 23,937 | 152 | 166 | 0 |
306,816 |
Female
| 69 | 1 | 43 | 1 |
1-2 Year
|
No
| 2,630 | 160 | 155 | 0 |
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