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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
306,104 |
Male
| 43 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 30,925 | 122 | 173 | 1 |
353,905 |
Female
| 49 | 1 | 16 | 0 |
1-2 Year
|
Yes
| 37,045 | 124 | 56 | 1 |
243,148 |
Female
| 27 | 1 | 36 | 0 |
< 1 Year
|
No
| 27,576 | 152 | 78 | 0 |
147,258 |
Male
| 24 | 1 | 8 | 1 |
< 1 Year
|
No
| 54,962 | 152 | 26 | 0 |
448,521 |
Female
| 66 | 1 | 8 | 1 |
1-2 Year
|
No
| 35,915 | 26 | 72 | 0 |
52,755 |
Male
| 46 | 1 | 2 | 0 |
1-2 Year
|
Yes
| 2,630 | 156 | 264 | 0 |
204,284 |
Female
| 27 | 1 | 21 | 0 |
< 1 Year
|
Yes
| 32,493 | 152 | 274 | 1 |
223,953 |
Male
| 46 | 1 | 41 | 1 |
1-2 Year
|
No
| 44,211 | 124 | 101 | 0 |
93,231 |
Female
| 39 | 1 | 35 | 0 |
1-2 Year
|
Yes
| 20,868 | 124 | 161 | 1 |
118,853 |
Male
| 41 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 52,347 | 26 | 56 | 0 |
55,427 |
Male
| 27 | 1 | 8 | 1 |
< 1 Year
|
No
| 42,269 | 153 | 151 | 0 |
135,865 |
Male
| 30 | 1 | 37 | 0 |
< 1 Year
|
Yes
| 25,727 | 152 | 104 | 0 |
240,525 |
Male
| 30 | 1 | 24 | 0 |
< 1 Year
|
No
| 31,343 | 152 | 283 | 0 |
280,303 |
Male
| 24 | 1 | 29 | 1 |
< 1 Year
|
No
| 2,630 | 151 | 179 | 0 |
356,610 |
Female
| 25 | 1 | 8 | 1 |
< 1 Year
|
No
| 44,186 | 152 | 264 | 0 |
333,043 |
Male
| 60 | 1 | 41 | 1 |
1-2 Year
|
Yes
| 32,757 | 26 | 235 | 0 |
192,302 |
Male
| 24 | 1 | 8 | 1 |
< 1 Year
|
No
| 50,048 | 152 | 145 | 0 |
212,468 |
Male
| 48 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 27,214 | 124 | 140 | 0 |
161,104 |
Male
| 48 | 1 | 48 | 0 |
1-2 Year
|
Yes
| 2,630 | 156 | 207 | 0 |
331,760 |
Female
| 21 | 1 | 35 | 1 |
< 1 Year
|
No
| 23,111 | 160 | 243 | 0 |
250,730 |
Male
| 26 | 1 | 18 | 1 |
< 1 Year
|
No
| 31,929 | 152 | 154 | 0 |
442,998 |
Female
| 27 | 1 | 45 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 71 | 0 |
83,431 |
Male
| 27 | 1 | 47 | 1 |
< 1 Year
|
No
| 29,864 | 152 | 48 | 0 |
219,895 |
Female
| 78 | 1 | 39 | 1 |
1-2 Year
|
No
| 29,574 | 26 | 187 | 0 |
117,126 |
Female
| 24 | 1 | 50 | 0 |
< 1 Year
|
No
| 41,123 | 152 | 127 | 0 |
474,205 |
Male
| 38 | 1 | 30 | 1 |
1-2 Year
|
No
| 25,218 | 152 | 104 | 0 |
196,473 |
Female
| 25 | 1 | 29 | 1 |
< 1 Year
|
No
| 27,912 | 152 | 161 | 0 |
438,625 |
Male
| 42 | 1 | 28 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 180 | 0 |
169,150 |
Male
| 22 | 1 | 30 | 1 |
< 1 Year
|
No
| 31,821 | 152 | 76 | 0 |
348,969 |
Female
| 35 | 1 | 9 | 1 |
1-2 Year
|
No
| 24,752 | 124 | 181 | 0 |
103,232 |
Female
| 39 | 1 | 22 | 0 |
1-2 Year
|
Yes
| 87,386 | 30 | 73 | 0 |
16,416 |
Male
| 29 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 2,630 | 157 | 197 | 0 |
13,623 |
Female
| 20 | 1 | 46 | 0 |
< 1 Year
|
Yes
| 28,134 | 160 | 104 | 0 |
346,397 |
Male
| 37 | 1 | 50 | 0 |
1-2 Year
|
Yes
| 22,595 | 124 | 66 | 0 |
124,622 |
Female
| 25 | 1 | 39 | 1 |
< 1 Year
|
No
| 29,545 | 152 | 280 | 0 |
282,365 |
Male
| 43 | 1 | 21 | 0 |
1-2 Year
|
Yes
| 2,630 | 156 | 187 | 0 |
153,181 |
Female
| 39 | 1 | 28 | 1 |
1-2 Year
|
No
| 42,596 | 124 | 195 | 0 |
194,226 |
Male
| 68 | 1 | 46 | 0 |
1-2 Year
|
Yes
| 34,839 | 26 | 29 | 0 |
342,710 |
Male
| 25 | 1 | 3 | 1 |
< 1 Year
|
No
| 21,703 | 160 | 108 | 0 |
80,618 |
Female
| 74 | 1 | 46 | 1 |
1-2 Year
|
Yes
| 28,095 | 30 | 267 | 0 |
20,069 |
Male
| 55 | 1 | 27 | 0 |
1-2 Year
|
Yes
| 2,630 | 26 | 16 | 0 |
23,010 |
Female
| 24 | 1 | 41 | 1 |
< 1 Year
|
No
| 22,463 | 152 | 261 | 0 |
326,746 |
Male
| 25 | 1 | 16 | 0 |
< 1 Year
|
Yes
| 29,229 | 152 | 239 | 0 |
115,257 |
Male
| 49 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 43,240 | 26 | 62 | 1 |
4,130 |
Male
| 21 | 1 | 11 | 1 |
< 1 Year
|
No
| 24,782 | 152 | 212 | 0 |
381,763 |
Female
| 22 | 1 | 11 | 1 |
< 1 Year
|
No
| 26,158 | 152 | 289 | 0 |
77,685 |
Male
| 51 | 1 | 3 | 0 |
1-2 Year
|
Yes
| 35,326 | 124 | 59 | 0 |
225,691 |
Male
| 24 | 1 | 41 | 1 |
< 1 Year
|
No
| 25,171 | 152 | 166 | 0 |
119,124 |
Male
| 28 | 1 | 49 | 0 |
< 1 Year
|
Yes
| 21,700 | 26 | 97 | 0 |
476,526 |
Male
| 23 | 1 | 43 | 1 |
< 1 Year
|
No
| 34,785 | 152 | 66 | 0 |
345,846 |
Female
| 23 | 1 | 41 | 1 |
< 1 Year
|
No
| 26,251 | 152 | 50 | 0 |
174,841 |
Female
| 68 | 1 | 29 | 1 |
1-2 Year
|
No
| 21,075 | 26 | 148 | 0 |
195,435 |
Male
| 55 | 1 | 28 | 1 |
1-2 Year
|
No
| 41,746 | 61 | 90 | 0 |
73,223 |
Male
| 38 | 1 | 3 | 0 |
1-2 Year
|
Yes
| 26,879 | 124 | 267 | 0 |
281,005 |
Female
| 50 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 25,365 | 157 | 189 | 0 |
482,652 |
Male
| 58 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 56,683 | 26 | 248 | 1 |
192,350 |
Male
| 37 | 1 | 0 | 0 |
1-2 Year
|
No
| 2,630 | 163 | 21 | 0 |
69,322 |
Female
| 22 | 1 | 15 | 1 |
< 1 Year
|
No
| 30,191 | 160 | 273 | 0 |
51,818 |
Male
| 22 | 1 | 8 | 1 |
< 1 Year
|
No
| 35,753 | 160 | 229 | 0 |
82,958 |
Male
| 40 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 26,866 | 154 | 151 | 1 |
286,537 |
Male
| 26 | 1 | 19 | 0 |
< 1 Year
|
Yes
| 30,425 | 152 | 155 | 0 |
346,896 |
Male
| 32 | 1 | 21 | 0 |
< 1 Year
|
Yes
| 26,051 | 152 | 75 | 0 |
349,796 |
Female
| 21 | 1 | 45 | 0 |
< 1 Year
|
Yes
| 35,041 | 160 | 235 | 0 |
52,192 |
Male
| 42 | 1 | 50 | 0 |
1-2 Year
|
Yes
| 24,816 | 154 | 49 | 1 |
297,754 |
Male
| 24 | 1 | 9 | 1 |
< 1 Year
|
No
| 38,290 | 152 | 17 | 0 |
52,461 |
Male
| 41 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 51,409 | 26 | 94 | 0 |
121,757 |
Male
| 61 | 1 | 24 | 0 |
1-2 Year
|
Yes
| 35,054 | 154 | 34 | 0 |
194,866 |
Male
| 25 | 1 | 37 | 1 |
< 1 Year
|
No
| 28,377 | 152 | 45 | 0 |
188,621 |
Male
| 46 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 55,477 | 124 | 260 | 0 |
216,787 |
Male
| 23 | 1 | 41 | 1 |
< 1 Year
|
No
| 22,601 | 26 | 90 | 0 |
439,545 |
Female
| 24 | 1 | 47 | 1 |
< 1 Year
|
No
| 24,070 | 152 | 141 | 0 |
359,125 |
Male
| 22 | 1 | 12 | 0 |
< 1 Year
|
Yes
| 34,774 | 152 | 165 | 0 |
61,439 |
Female
| 23 | 1 | 6 | 1 |
< 1 Year
|
No
| 28,580 | 152 | 19 | 0 |
304,278 |
Female
| 24 | 1 | 4 | 1 |
< 1 Year
|
No
| 23,633 | 152 | 37 | 0 |
439,389 |
Male
| 24 | 1 | 8 | 1 |
< 1 Year
|
No
| 30,245 | 152 | 183 | 0 |
470,422 |
Female
| 26 | 1 | 30 | 1 |
< 1 Year
|
No
| 40,305 | 152 | 58 | 0 |
218,812 |
Female
| 24 | 1 | 41 | 1 |
< 1 Year
|
No
| 31,858 | 152 | 272 | 0 |
360,635 |
Female
| 28 | 1 | 30 | 1 |
< 1 Year
|
No
| 29,202 | 152 | 229 | 0 |
316,835 |
Female
| 22 | 1 | 39 | 0 |
1-2 Year
|
Yes
| 29,783 | 124 | 39 | 0 |
170,328 |
Female
| 23 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 27,066 | 26 | 277 | 0 |
10,822 |
Female
| 77 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 30,015 | 26 | 25 | 0 |
42,528 |
Male
| 48 | 1 | 36 | 0 |
1-2 Year
|
Yes
| 30,085 | 26 | 22 | 1 |
482,887 |
Female
| 29 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 43,612 | 154 | 11 | 1 |
347,718 |
Male
| 33 | 1 | 35 | 1 |
< 1 Year
|
No
| 39,049 | 152 | 27 | 0 |
256,811 |
Male
| 25 | 1 | 41 | 0 |
< 1 Year
|
No
| 49,878 | 152 | 250 | 0 |
129,895 |
Female
| 40 | 1 | 16 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 225 | 0 |
218,760 |
Male
| 52 | 1 | 26 | 1 |
1-2 Year
|
No
| 26,383 | 26 | 100 | 0 |
305,957 |
Female
| 27 | 1 | 3 | 0 |
< 1 Year
|
Yes
| 21,401 | 152 | 221 | 0 |
175,192 |
Female
| 49 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 32,210 | 124 | 55 | 1 |
278,215 |
Male
| 20 | 1 | 36 | 0 |
< 1 Year
|
Yes
| 38,153 | 160 | 241 | 0 |
102,294 |
Male
| 43 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 336,395 | 26 | 201 | 1 |
182,290 |
Female
| 25 | 1 | 32 | 1 |
< 1 Year
|
No
| 28,846 | 152 | 165 | 0 |
193,538 |
Female
| 23 | 1 | 11 | 1 |
< 1 Year
|
No
| 24,112 | 152 | 244 | 0 |
258,893 |
Female
| 21 | 1 | 15 | 0 |
< 1 Year
|
Yes
| 29,583 | 152 | 274 | 0 |
75,522 |
Male
| 31 | 1 | 46 | 1 |
< 1 Year
|
No
| 2,630 | 160 | 76 | 0 |
102,044 |
Female
| 21 | 1 | 33 | 0 |
< 1 Year
|
No
| 2,630 | 160 | 30 | 0 |
88,547 |
Female
| 67 | 1 | 28 | 1 |
1-2 Year
|
No
| 49,157 | 26 | 128 | 0 |
183,657 |
Female
| 22 | 1 | 36 | 0 |
< 1 Year
|
Yes
| 41,429 | 152 | 266 | 0 |
169,958 |
Male
| 61 | 1 | 17 | 1 |
1-2 Year
|
No
| 41,767 | 124 | 58 | 0 |
209,897 |
Female
| 24 | 1 | 50 | 1 |
< 1 Year
|
No
| 31,909 | 152 | 28 | 0 |
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