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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
246,140 |
Male
| 55 | 1 | 11 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 178 | 0 |
10,814 |
Male
| 20 | 1 | 47 | 0 |
< 1 Year
|
Yes
| 36,196 | 160 | 74 | 0 |
246,241 |
Female
| 37 | 1 | 28 | 1 |
1-2 Year
|
No
| 31,116 | 60 | 255 | 0 |
136,721 |
Female
| 23 | 1 | 41 | 1 |
< 1 Year
|
No
| 22,385 | 153 | 36 | 0 |
463,852 |
Male
| 24 | 1 | 24 | 1 |
< 1 Year
|
No
| 47,065 | 152 | 298 | 0 |
262,308 |
Female
| 42 | 1 | 4 | 0 |
1-2 Year
|
Yes
| 28,541 | 163 | 123 | 1 |
123,517 |
Male
| 65 | 1 | 28 | 1 |
1-2 Year
|
No
| 62,755 | 26 | 188 | 0 |
159,928 |
Female
| 23 | 1 | 15 | 1 |
< 1 Year
|
Yes
| 36,281 | 152 | 158 | 0 |
120,081 |
Male
| 38 | 1 | 28 | 0 |
1-2 Year
|
No
| 64,452 | 122 | 280 | 0 |
46,473 |
Male
| 46 | 1 | 18 | 0 |
1-2 Year
|
Yes
| 29,253 | 124 | 264 | 0 |
143,021 |
Male
| 69 | 1 | 3 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 270 | 0 |
370,810 |
Male
| 42 | 1 | 41 | 1 |
1-2 Year
|
No
| 23,610 | 152 | 149 | 0 |
107,813 |
Female
| 41 | 1 | 28 | 1 |
1-2 Year
|
No
| 39,384 | 152 | 20 | 0 |
87,811 |
Male
| 62 | 1 | 28 | 0 |
1-2 Year
|
No
| 46,385 | 26 | 274 | 0 |
325,945 |
Female
| 24 | 1 | 11 | 1 |
< 1 Year
|
No
| 15,483 | 152 | 132 | 0 |
275,251 |
Female
| 43 | 1 | 46 | 0 |
1-2 Year
|
Yes
| 29,296 | 124 | 174 | 0 |
422,847 |
Male
| 34 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 33,342 | 124 | 225 | 1 |
93,315 |
Male
| 25 | 1 | 13 | 1 |
< 1 Year
|
No
| 26,854 | 152 | 92 | 0 |
35,511 |
Male
| 38 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 27,587 | 150 | 293 | 0 |
503,898 |
Male
| 32 | 1 | 29 | 1 |
< 1 Year
|
No
| 38,058 | 152 | 228 | 0 |
37,747 |
Female
| 25 | 1 | 27 | 0 |
< 1 Year
|
No
| 26,520 | 152 | 112 | 0 |
56,912 |
Male
| 40 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 24,888 | 26 | 203 | 0 |
271,204 |
Male
| 21 | 1 | 8 | 1 |
< 1 Year
|
No
| 39,645 | 160 | 262 | 0 |
427,518 |
Female
| 32 | 1 | 6 | 1 |
< 1 Year
|
No
| 24,135 | 152 | 133 | 0 |
93,370 |
Female
| 40 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 28,290 | 124 | 46 | 0 |
254,832 |
Female
| 60 | 1 | 20 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 273 | 0 |
66,022 |
Female
| 52 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 39,711 | 26 | 59 | 1 |
68,066 |
Male
| 45 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 36,167 | 124 | 127 | 1 |
165,158 |
Male
| 38 | 1 | 28 | 0 |
1-2 Year
|
No
| 24,856 | 26 | 165 | 0 |
320,894 |
Male
| 69 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 69,856 | 124 | 285 | 1 |
311,005 |
Male
| 41 | 1 | 18 | 0 |
> 2 Years
|
Yes
| 30,476 | 124 | 33 | 0 |
52,868 |
Male
| 38 | 1 | 28 | 1 |
1-2 Year
|
No
| 34,730 | 124 | 179 | 0 |
162,223 |
Male
| 28 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 40,421 | 152 | 78 | 0 |
313,145 |
Male
| 50 | 1 | 46 | 0 |
1-2 Year
|
Yes
| 53,355 | 26 | 180 | 0 |
372,157 |
Male
| 33 | 1 | 3 | 1 |
1-2 Year
|
No
| 21,877 | 124 | 114 | 0 |
395,119 |
Female
| 71 | 1 | 28 | 1 |
1-2 Year
|
No
| 55,118 | 26 | 232 | 0 |
308,948 |
Male
| 49 | 1 | 29 | 1 |
1-2 Year
|
No
| 30,478 | 26 | 172 | 0 |
106,181 |
Female
| 40 | 1 | 41 | 1 |
1-2 Year
|
No
| 28,698 | 124 | 16 | 0 |
439,392 |
Female
| 25 | 1 | 36 | 1 |
< 1 Year
|
No
| 27,701 | 152 | 239 | 0 |
191,084 |
Male
| 41 | 1 | 35 | 1 |
1-2 Year
|
Yes
| 29,325 | 124 | 148 | 0 |
327,307 |
Female
| 27 | 1 | 29 | 1 |
< 1 Year
|
No
| 52,296 | 152 | 143 | 0 |
178,540 |
Male
| 69 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 29,720 | 12 | 49 | 0 |
144,717 |
Male
| 44 | 1 | 25 | 1 |
1-2 Year
|
No
| 2,630 | 30 | 90 | 0 |
219,258 |
Female
| 27 | 1 | 17 | 1 |
< 1 Year
|
No
| 44,020 | 152 | 142 | 0 |
356,901 |
Male
| 39 | 1 | 50 | 1 |
1-2 Year
|
No
| 32,640 | 30 | 116 | 0 |
102,662 |
Male
| 28 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 44,070 | 156 | 194 | 1 |
21,748 |
Male
| 54 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 40,421 | 124 | 36 | 0 |
102,898 |
Female
| 24 | 1 | 10 | 1 |
< 1 Year
|
No
| 35,869 | 152 | 174 | 0 |
35,419 |
Male
| 40 | 1 | 18 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 255 | 0 |
219,455 |
Male
| 25 | 1 | 8 | 1 |
< 1 Year
|
No
| 40,865 | 152 | 256 | 0 |
54,006 |
Male
| 34 | 1 | 3 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 154 | 0 |
59,717 |
Male
| 44 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 30,448 | 61 | 172 | 0 |
498,843 |
Female
| 56 | 1 | 28 | 1 |
1-2 Year
|
No
| 53,055 | 122 | 250 | 0 |
386,118 |
Female
| 25 | 1 | 41 | 1 |
< 1 Year
|
No
| 28,624 | 152 | 75 | 0 |
48,242 |
Male
| 24 | 1 | 37 | 0 |
< 1 Year
|
Yes
| 38,633 | 152 | 132 | 0 |
169,424 |
Female
| 36 | 1 | 48 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 216 | 1 |
286,650 |
Male
| 50 | 1 | 28 | 0 |
1-2 Year
|
No
| 2,630 | 156 | 33 | 0 |
15,335 |
Female
| 21 | 1 | 36 | 0 |
< 1 Year
|
Yes
| 30,019 | 152 | 254 | 0 |
41,252 |
Male
| 64 | 1 | 28 | 1 |
1-2 Year
|
No
| 27,958 | 122 | 56 | 0 |
174,808 |
Male
| 42 | 1 | 37 | 1 |
1-2 Year
|
No
| 32,761 | 26 | 24 | 0 |
256,857 |
Male
| 24 | 1 | 45 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 73 | 0 |
134,765 |
Female
| 27 | 1 | 8 | 0 |
< 1 Year
|
Yes
| 29,201 | 152 | 61 | 0 |
465,596 |
Male
| 22 | 1 | 41 | 1 |
< 1 Year
|
No
| 53,705 | 152 | 74 | 0 |
313,262 |
Male
| 45 | 1 | 50 | 0 |
1-2 Year
|
Yes
| 49,919 | 124 | 215 | 0 |
370,071 |
Female
| 22 | 1 | 46 | 1 |
< 1 Year
|
No
| 26,704 | 152 | 214 | 0 |
262,619 |
Male
| 22 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 2,630 | 160 | 98 | 0 |
132,238 |
Female
| 24 | 1 | 29 | 1 |
< 1 Year
|
No
| 30,442 | 152 | 203 | 0 |
208,515 |
Male
| 40 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 50,877 | 122 | 140 | 0 |
439,258 |
Female
| 24 | 1 | 14 | 1 |
< 1 Year
|
No
| 32,596 | 152 | 122 | 0 |
385,307 |
Female
| 28 | 1 | 15 | 1 |
< 1 Year
|
No
| 23,601 | 152 | 79 | 0 |
78,452 |
Male
| 49 | 1 | 8 | 1 |
1-2 Year
|
No
| 34,817 | 7 | 265 | 0 |
165,819 |
Female
| 42 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 37,219 | 124 | 78 | 0 |
50,673 |
Female
| 32 | 1 | 11 | 1 |
< 1 Year
|
No
| 38,671 | 152 | 187 | 0 |
374,430 |
Female
| 57 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 39,001 | 26 | 286 | 0 |
67,853 |
Female
| 32 | 1 | 35 | 1 |
< 1 Year
|
No
| 30,512 | 152 | 128 | 0 |
470,079 |
Male
| 48 | 1 | 28 | 1 |
1-2 Year
|
No
| 48,718 | 26 | 268 | 0 |
105,014 |
Female
| 21 | 1 | 47 | 0 |
< 1 Year
|
Yes
| 38,249 | 152 | 171 | 0 |
210,495 |
Female
| 21 | 1 | 30 | 0 |
< 1 Year
|
No
| 19,798 | 160 | 209 | 0 |
35,024 |
Male
| 23 | 1 | 36 | 0 |
< 1 Year
|
Yes
| 2,630 | 160 | 19 | 0 |
138,263 |
Female
| 25 | 1 | 6 | 1 |
< 1 Year
|
No
| 29,237 | 152 | 281 | 0 |
30,343 |
Male
| 35 | 1 | 38 | 0 |
1-2 Year
|
Yes
| 32,620 | 156 | 248 | 1 |
332,873 |
Male
| 22 | 1 | 11 | 1 |
< 1 Year
|
No
| 27,939 | 152 | 234 | 0 |
303,984 |
Male
| 55 | 1 | 29 | 0 |
1-2 Year
|
Yes
| 63,606 | 26 | 244 | 1 |
363,585 |
Male
| 42 | 1 | 28 | 1 |
1-2 Year
|
No
| 28,535 | 124 | 108 | 0 |
339,875 |
Male
| 25 | 1 | 37 | 0 |
< 1 Year
|
No
| 34,174 | 152 | 148 | 0 |
143,812 |
Female
| 53 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 37,444 | 157 | 166 | 0 |
274,759 |
Female
| 21 | 1 | 2 | 1 |
< 1 Year
|
No
| 28,823 | 152 | 282 | 0 |
43,254 |
Male
| 48 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 38,775 | 124 | 124 | 0 |
207,847 |
Female
| 52 | 1 | 29 | 0 |
1-2 Year
|
Yes
| 59,414 | 26 | 90 | 0 |
455,663 |
Female
| 21 | 1 | 41 | 1 |
< 1 Year
|
No
| 24,263 | 152 | 178 | 0 |
38,592 |
Female
| 42 | 1 | 47 | 0 |
1-2 Year
|
Yes
| 36,891 | 26 | 194 | 1 |
302,399 |
Female
| 43 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 28,492 | 124 | 291 | 1 |
338,469 |
Female
| 25 | 1 | 28 | 1 |
1-2 Year
|
No
| 23,300 | 122 | 232 | 0 |
22,814 |
Female
| 20 | 1 | 47 | 0 |
< 1 Year
|
Yes
| 37,623 | 160 | 103 | 0 |
30,905 |
Female
| 45 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 51,460 | 26 | 100 | 1 |
167,372 |
Male
| 59 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 29,096 | 26 | 210 | 0 |
504,779 |
Male
| 39 | 1 | 5 | 0 |
1-2 Year
|
Yes
| 2,630 | 26 | 283 | 1 |
288,032 |
Male
| 36 | 1 | 8 | 1 |
1-2 Year
|
No
| 2,630 | 157 | 204 | 0 |
23,254 |
Female
| 43 | 1 | 27 | 0 |
1-2 Year
|
No
| 23,413 | 152 | 32 | 0 |
381,753 |
Female
| 25 | 1 | 21 | 1 |
< 1 Year
|
No
| 29,244 | 152 | 60 | 0 |
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