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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
342,526 |
Female
| 24 | 1 | 46 | 1 |
< 1 Year
|
No
| 22,582 | 152 | 119 | 0 |
249,783 |
Female
| 42 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 177 | 1 |
332,725 |
Male
| 27 | 1 | 41 | 1 |
< 1 Year
|
No
| 21,136 | 26 | 214 | 0 |
250,245 |
Female
| 31 | 1 | 50 | 0 |
< 1 Year
|
Yes
| 33,353 | 152 | 219 | 0 |
89,338 |
Male
| 23 | 1 | 14 | 1 |
< 1 Year
|
No
| 28,707 | 152 | 157 | 0 |
178,364 |
Male
| 25 | 1 | 6 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 274 | 0 |
275,193 |
Male
| 26 | 1 | 15 | 1 |
< 1 Year
|
No
| 40,024 | 152 | 260 | 0 |
158,718 |
Male
| 22 | 1 | 41 | 0 |
< 1 Year
|
Yes
| 31,315 | 124 | 292 | 0 |
26,396 |
Female
| 74 | 1 | 46 | 0 |
1-2 Year
|
Yes
| 2,630 | 156 | 107 | 0 |
126,331 |
Female
| 27 | 1 | 46 | 1 |
< 1 Year
|
No
| 39,368 | 152 | 243 | 0 |
296,611 |
Male
| 21 | 1 | 28 | 1 |
< 1 Year
|
No
| 2,630 | 160 | 296 | 0 |
22,524 |
Female
| 21 | 1 | 46 | 1 |
< 1 Year
|
No
| 57,419 | 152 | 56 | 0 |
85,692 |
Male
| 68 | 1 | 28 | 1 |
1-2 Year
|
No
| 24,300 | 26 | 172 | 0 |
447,396 |
Male
| 24 | 1 | 28 | 1 |
< 1 Year
|
No
| 26,153 | 152 | 299 | 0 |
423,362 |
Female
| 21 | 1 | 46 | 1 |
< 1 Year
|
No
| 29,293 | 152 | 200 | 0 |
163,188 |
Male
| 52 | 1 | 39 | 1 |
1-2 Year
|
No
| 26,584 | 26 | 179 | 0 |
339,993 |
Male
| 27 | 1 | 3 | 1 |
< 1 Year
|
No
| 19,916 | 152 | 139 | 0 |
170,651 |
Male
| 25 | 1 | 21 | 1 |
< 1 Year
|
No
| 31,531 | 152 | 82 | 0 |
447,800 |
Female
| 33 | 1 | 0 | 1 |
1-2 Year
|
No
| 2,630 | 122 | 15 | 0 |
216,844 |
Female
| 32 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 41,076 | 124 | 242 | 1 |
91,905 |
Female
| 73 | 1 | 3 | 1 |
1-2 Year
|
No
| 25,000 | 124 | 166 | 0 |
230,207 |
Male
| 53 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 49,104 | 124 | 49 | 0 |
334,498 |
Male
| 21 | 1 | 36 | 0 |
< 1 Year
|
Yes
| 39,715 | 160 | 249 | 0 |
272,405 |
Female
| 21 | 1 | 42 | 1 |
< 1 Year
|
No
| 25,917 | 160 | 78 | 0 |
439,617 |
Female
| 47 | 1 | 28 | 1 |
1-2 Year
|
No
| 72,324 | 26 | 153 | 0 |
279,054 |
Male
| 39 | 1 | 8 | 1 |
1-2 Year
|
No
| 48,137 | 26 | 37 | 0 |
368,063 |
Male
| 28 | 1 | 15 | 0 |
< 1 Year
|
Yes
| 32,760 | 152 | 75 | 0 |
180,823 |
Male
| 46 | 1 | 43 | 0 |
1-2 Year
|
Yes
| 35,647 | 124 | 286 | 0 |
440,236 |
Male
| 25 | 1 | 37 | 1 |
< 1 Year
|
No
| 43,113 | 152 | 75 | 0 |
498,469 |
Male
| 42 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 39,233 | 124 | 266 | 1 |
208,472 |
Male
| 27 | 1 | 8 | 0 |
< 1 Year
|
Yes
| 63,570 | 152 | 271 | 0 |
44,373 |
Male
| 49 | 1 | 48 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 279 | 0 |
217,548 |
Male
| 58 | 1 | 48 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 292 | 0 |
142,801 |
Male
| 21 | 1 | 29 | 1 |
< 1 Year
|
No
| 32,386 | 160 | 27 | 0 |
371,009 |
Female
| 63 | 1 | 28 | 1 |
1-2 Year
|
No
| 49,972 | 13 | 264 | 0 |
271,785 |
Male
| 23 | 1 | 25 | 0 |
< 1 Year
|
Yes
| 2,630 | 156 | 71 | 0 |
292,839 |
Female
| 23 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 58,054 | 152 | 178 | 0 |
247,715 |
Female
| 40 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 21,803 | 122 | 223 | 0 |
241,185 |
Female
| 43 | 1 | 28 | 0 |
1-2 Year
|
No
| 25,531 | 124 | 232 | 0 |
316,072 |
Male
| 51 | 1 | 28 | 1 |
1-2 Year
|
No
| 84,912 | 26 | 232 | 0 |
25,453 |
Female
| 25 | 1 | 15 | 1 |
< 1 Year
|
No
| 28,362 | 152 | 211 | 0 |
133,736 |
Female
| 39 | 1 | 28 | 1 |
1-2 Year
|
No
| 44,671 | 26 | 274 | 0 |
124,584 |
Female
| 37 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 28,846 | 26 | 16 | 0 |
228,358 |
Male
| 50 | 1 | 25 | 0 |
1-2 Year
|
Yes
| 28,397 | 26 | 159 | 0 |
115,589 |
Male
| 24 | 1 | 41 | 1 |
< 1 Year
|
No
| 54,108 | 152 | 187 | 0 |
373,229 |
Male
| 55 | 1 | 48 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 194 | 0 |
87,621 |
Male
| 23 | 1 | 18 | 1 |
< 1 Year
|
No
| 23,230 | 152 | 78 | 0 |
365,571 |
Female
| 21 | 1 | 41 | 1 |
< 1 Year
|
No
| 25,820 | 160 | 138 | 0 |
78,704 |
Male
| 73 | 1 | 28 | 1 |
1-2 Year
|
No
| 35,864 | 26 | 217 | 0 |
20,815 |
Male
| 42 | 1 | 15 | 0 |
1-2 Year
|
No
| 2,630 | 152 | 41 | 0 |
32,235 |
Female
| 77 | 1 | 28 | 1 |
1-2 Year
|
No
| 49,116 | 124 | 226 | 0 |
273,921 |
Female
| 23 | 1 | 46 | 1 |
< 1 Year
|
No
| 39,119 | 152 | 231 | 0 |
303,480 |
Female
| 37 | 1 | 18 | 0 |
1-2 Year
|
Yes
| 2,630 | 156 | 184 | 0 |
126,266 |
Male
| 24 | 1 | 15 | 1 |
< 1 Year
|
No
| 33,951 | 152 | 102 | 0 |
15,221 |
Male
| 31 | 1 | 21 | 1 |
< 1 Year
|
No
| 37,841 | 152 | 75 | 0 |
151,706 |
Female
| 25 | 1 | 35 | 1 |
< 1 Year
|
No
| 38,661 | 152 | 172 | 0 |
27,863 |
Female
| 26 | 1 | 23 | 1 |
< 1 Year
|
No
| 32,285 | 152 | 244 | 0 |
338,232 |
Male
| 40 | 1 | 6 | 1 |
1-2 Year
|
No
| 26,011 | 151 | 123 | 0 |
224,442 |
Female
| 21 | 1 | 28 | 1 |
< 1 Year
|
No
| 33,052 | 160 | 210 | 0 |
218,945 |
Female
| 22 | 1 | 30 | 1 |
< 1 Year
|
No
| 48,767 | 152 | 32 | 0 |
147,663 |
Male
| 76 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 36,032 | 26 | 69 | 0 |
287,998 |
Male
| 79 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 39,683 | 26 | 43 | 0 |
280,553 |
Male
| 28 | 1 | 30 | 1 |
< 1 Year
|
No
| 24,315 | 152 | 249 | 0 |
503,485 |
Male
| 61 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 83,757 | 26 | 209 | 1 |
503,398 |
Female
| 35 | 1 | 14 | 0 |
1-2 Year
|
Yes
| 2,630 | 156 | 35 | 1 |
275,232 |
Male
| 60 | 1 | 8 | 1 |
1-2 Year
|
Yes
| 46,212 | 124 | 252 | 0 |
83,078 |
Male
| 25 | 1 | 8 | 1 |
< 1 Year
|
No
| 28,809 | 152 | 34 | 0 |
142,786 |
Female
| 38 | 1 | 28 | 1 |
1-2 Year
|
No
| 2,630 | 122 | 173 | 0 |
100,294 |
Female
| 43 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 43,506 | 26 | 281 | 1 |
85,846 |
Female
| 22 | 1 | 8 | 1 |
< 1 Year
|
No
| 42,100 | 152 | 116 | 0 |
440,801 |
Female
| 25 | 1 | 11 | 1 |
< 1 Year
|
No
| 64,232 | 152 | 155 | 0 |
150,522 |
Female
| 26 | 1 | 3 | 0 |
< 1 Year
|
Yes
| 2,630 | 156 | 48 | 0 |
112,347 |
Female
| 29 | 1 | 11 | 1 |
< 1 Year
|
No
| 33,393 | 152 | 172 | 0 |
28,427 |
Female
| 26 | 1 | 41 | 1 |
< 1 Year
|
No
| 21,331 | 152 | 63 | 0 |
232,732 |
Male
| 26 | 1 | 41 | 0 |
< 1 Year
|
Yes
| 109,292 | 152 | 84 | 0 |
53,251 |
Male
| 36 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 2,630 | 3 | 268 | 0 |
364,775 |
Female
| 28 | 1 | 30 | 1 |
< 1 Year
|
No
| 28,204 | 152 | 221 | 0 |
102,817 |
Female
| 44 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 35,676 | 122 | 74 | 0 |
173,847 |
Male
| 40 | 1 | 40 | 0 |
1-2 Year
|
Yes
| 28,039 | 37 | 262 | 0 |
357,479 |
Male
| 66 | 1 | 8 | 1 |
1-2 Year
|
No
| 51,813 | 26 | 159 | 0 |
383,860 |
Female
| 29 | 1 | 39 | 0 |
1-2 Year
|
Yes
| 32,733 | 26 | 147 | 1 |
352,967 |
Male
| 23 | 1 | 6 | 1 |
< 1 Year
|
No
| 38,997 | 152 | 199 | 0 |
169,498 |
Male
| 58 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 42,955 | 26 | 206 | 0 |
146,430 |
Female
| 35 | 1 | 16 | 0 |
1-2 Year
|
Yes
| 36,023 | 152 | 162 | 1 |
63,527 |
Female
| 34 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 52,893 | 29 | 213 | 0 |
297,635 |
Female
| 22 | 1 | 36 | 1 |
< 1 Year
|
No
| 23,589 | 152 | 99 | 0 |
124,709 |
Male
| 23 | 1 | 8 | 1 |
< 1 Year
|
No
| 24,248 | 152 | 194 | 0 |
479,084 |
Female
| 31 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 27,570 | 154 | 29 | 1 |
314,936 |
Male
| 36 | 1 | 3 | 0 |
1-2 Year
|
Yes
| 29,461 | 129 | 22 | 1 |
360,445 |
Male
| 41 | 1 | 41 | 1 |
1-2 Year
|
No
| 28,148 | 136 | 162 | 0 |
462,905 |
Male
| 22 | 1 | 46 | 1 |
< 1 Year
|
No
| 28,839 | 152 | 265 | 0 |
259,906 |
Male
| 42 | 1 | 20 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 111 | 0 |
96,865 |
Male
| 39 | 1 | 35 | 1 |
1-2 Year
|
No
| 40,729 | 124 | 157 | 0 |
447,719 |
Male
| 24 | 1 | 41 | 0 |
< 1 Year
|
Yes
| 23,687 | 26 | 140 | 1 |
268,159 |
Male
| 52 | 1 | 8 | 0 |
1-2 Year
|
No
| 37,537 | 124 | 261 | 0 |
326,899 |
Male
| 48 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 46,064 | 26 | 10 | 0 |
9,781 |
Male
| 59 | 1 | 50 | 1 |
1-2 Year
|
No
| 2,630 | 8 | 278 | 0 |
155,646 |
Male
| 40 | 1 | 28 | 0 |
1-2 Year
|
No
| 29,786 | 124 | 150 | 0 |
434,838 |
Female
| 45 | 1 | 46 | 1 |
1-2 Year
|
No
| 2,630 | 124 | 148 | 0 |
198,636 |
Female
| 35 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 27,775 | 124 | 35 | 1 |
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