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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
14,677 |
Male
| 49 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 34,063 | 26 | 149 | 1 |
367,935 |
Male
| 65 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 57,949 | 124 | 128 | 1 |
93,087 |
Female
| 25 | 1 | 11 | 1 |
< 1 Year
|
No
| 43,960 | 152 | 248 | 0 |
417,934 |
Male
| 54 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 39,688 | 26 | 260 | 1 |
294,864 |
Female
| 45 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 42,776 | 124 | 287 | 0 |
134,535 |
Female
| 67 | 1 | 7 | 1 |
1-2 Year
|
No
| 2,630 | 26 | 286 | 0 |
304,833 |
Male
| 42 | 1 | 8 | 1 |
1-2 Year
|
No
| 45,263 | 26 | 271 | 0 |
134,727 |
Male
| 23 | 1 | 30 | 1 |
< 1 Year
|
No
| 35,383 | 152 | 76 | 0 |
17,165 |
Male
| 47 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 29,471 | 124 | 151 | 1 |
363,566 |
Male
| 22 | 1 | 21 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 190 | 0 |
226,378 |
Male
| 30 | 1 | 50 | 1 |
< 1 Year
|
No
| 27,790 | 152 | 253 | 0 |
157,765 |
Male
| 54 | 1 | 28 | 1 |
1-2 Year
|
Yes
| 39,309 | 122 | 258 | 0 |
251,955 |
Female
| 42 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 61,003 | 122 | 57 | 0 |
219,031 |
Male
| 41 | 1 | 28 | 1 |
1-2 Year
|
No
| 39,343 | 124 | 143 | 0 |
122,195 |
Male
| 34 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 45,855 | 152 | 116 | 0 |
22,284 |
Male
| 46 | 1 | 47 | 1 |
1-2 Year
|
No
| 34,165 | 124 | 195 | 0 |
418,030 |
Male
| 45 | 1 | 50 | 0 |
1-2 Year
|
Yes
| 2,630 | 163 | 236 | 1 |
471,743 |
Male
| 27 | 1 | 8 | 1 |
< 1 Year
|
No
| 41,353 | 152 | 40 | 0 |
19,381 |
Female
| 28 | 1 | 28 | 1 |
< 1 Year
|
No
| 73,196 | 152 | 123 | 0 |
314,588 |
Female
| 22 | 1 | 15 | 0 |
< 1 Year
|
No
| 28,678 | 152 | 242 | 0 |
196,696 |
Male
| 31 | 1 | 35 | 1 |
< 1 Year
|
No
| 35,678 | 152 | 200 | 0 |
187,206 |
Female
| 22 | 1 | 30 | 0 |
< 1 Year
|
Yes
| 26,327 | 152 | 192 | 0 |
242,577 |
Male
| 45 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 80,896 | 124 | 34 | 0 |
274,046 |
Male
| 34 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 34,463 | 152 | 73 | 0 |
474,471 |
Male
| 21 | 1 | 12 | 1 |
< 1 Year
|
No
| 30,795 | 160 | 264 | 0 |
241,357 |
Male
| 49 | 1 | 46 | 1 |
1-2 Year
|
No
| 26,821 | 26 | 44 | 0 |
427,131 |
Female
| 46 | 1 | 50 | 1 |
1-2 Year
|
No
| 23,208 | 124 | 129 | 0 |
253,949 |
Male
| 46 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 72,955 | 26 | 277 | 0 |
83,914 |
Male
| 44 | 1 | 25 | 1 |
1-2 Year
|
No
| 22,829 | 124 | 74 | 0 |
270,277 |
Male
| 28 | 1 | 41 | 1 |
< 1 Year
|
No
| 47,847 | 152 | 96 | 0 |
359,493 |
Female
| 24 | 1 | 8 | 0 |
< 1 Year
|
No
| 41,563 | 152 | 18 | 0 |
121,026 |
Male
| 74 | 1 | 50 | 1 |
1-2 Year
|
No
| 38,697 | 18 | 126 | 0 |
45,099 |
Female
| 42 | 1 | 46 | 1 |
1-2 Year
|
No
| 44,293 | 11 | 248 | 0 |
268,576 |
Female
| 61 | 1 | 48 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 214 | 0 |
184,928 |
Male
| 24 | 1 | 36 | 0 |
< 1 Year
|
No
| 46,885 | 152 | 298 | 0 |
27,722 |
Male
| 21 | 1 | 50 | 0 |
< 1 Year
|
Yes
| 27,850 | 160 | 59 | 0 |
359,725 |
Female
| 25 | 1 | 13 | 1 |
< 1 Year
|
No
| 22,504 | 152 | 266 | 0 |
135,493 |
Female
| 63 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 2,630 | 23 | 124 | 0 |
356,222 |
Male
| 27 | 1 | 50 | 1 |
< 1 Year
|
No
| 34,987 | 152 | 274 | 0 |
465,128 |
Female
| 25 | 1 | 28 | 1 |
< 1 Year
|
No
| 2,630 | 160 | 124 | 0 |
131,241 |
Male
| 41 | 1 | 29 | 0 |
1-2 Year
|
Yes
| 37,462 | 156 | 36 | 1 |
195,817 |
Female
| 25 | 1 | 17 | 1 |
< 1 Year
|
No
| 39,913 | 152 | 168 | 0 |
291,025 |
Female
| 33 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 48,108 | 122 | 276 | 0 |
368,222 |
Female
| 31 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 2,630 | 156 | 242 | 0 |
310,855 |
Male
| 44 | 1 | 11 | 0 |
1-2 Year
|
Yes
| 29,466 | 26 | 189 | 1 |
460,041 |
Female
| 45 | 1 | 33 | 0 |
1-2 Year
|
Yes
| 33,854 | 155 | 88 | 1 |
75,529 |
Male
| 50 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 40,797 | 124 | 15 | 0 |
116,887 |
Female
| 23 | 1 | 8 | 1 |
< 1 Year
|
No
| 27,440 | 152 | 58 | 0 |
497,307 |
Female
| 48 | 1 | 36 | 1 |
1-2 Year
|
No
| 41,848 | 124 | 204 | 0 |
457,393 |
Male
| 60 | 1 | 28 | 1 |
1-2 Year
|
No
| 42,194 | 124 | 145 | 0 |
391,684 |
Male
| 46 | 1 | 46 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 294 | 1 |
279,063 |
Male
| 23 | 1 | 8 | 0 |
< 1 Year
|
Yes
| 27,913 | 152 | 47 | 1 |
88,793 |
Female
| 20 | 1 | 44 | 0 |
< 1 Year
|
Yes
| 26,096 | 160 | 200 | 0 |
487,522 |
Male
| 57 | 1 | 24 | 1 |
1-2 Year
|
No
| 2,630 | 124 | 198 | 0 |
65,301 |
Male
| 47 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 31,116 | 124 | 153 | 0 |
135,761 |
Female
| 21 | 1 | 46 | 1 |
< 1 Year
|
No
| 40,032 | 160 | 116 | 0 |
7,464 |
Male
| 21 | 1 | 36 | 1 |
< 1 Year
|
No
| 26,709 | 160 | 286 | 0 |
160,592 |
Female
| 68 | 1 | 40 | 1 |
1-2 Year
|
No
| 36,543 | 26 | 70 | 0 |
226,630 |
Male
| 41 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 56,168 | 26 | 177 | 0 |
371,450 |
Female
| 22 | 1 | 47 | 0 |
< 1 Year
|
Yes
| 33,614 | 26 | 110 | 0 |
16,535 |
Male
| 29 | 1 | 41 | 1 |
1-2 Year
|
No
| 28,080 | 124 | 78 | 0 |
226,076 |
Male
| 38 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 30,701 | 26 | 209 | 1 |
332,508 |
Female
| 38 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 38,608 | 124 | 225 | 0 |
56,593 |
Male
| 54 | 1 | 2 | 0 |
1-2 Year
|
Yes
| 40,947 | 154 | 238 | 0 |
142,937 |
Female
| 37 | 1 | 3 | 1 |
1-2 Year
|
No
| 2,630 | 160 | 26 | 0 |
203,026 |
Male
| 41 | 1 | 27 | 1 |
1-2 Year
|
No
| 23,951 | 124 | 208 | 0 |
106,320 |
Female
| 20 | 1 | 15 | 0 |
< 1 Year
|
Yes
| 26,228 | 160 | 47 | 0 |
71,265 |
Male
| 50 | 1 | 36 | 0 |
1-2 Year
|
Yes
| 30,776 | 26 | 256 | 0 |
180,960 |
Male
| 21 | 1 | 46 | 1 |
< 1 Year
|
No
| 27,875 | 160 | 219 | 0 |
334,870 |
Male
| 31 | 1 | 37 | 0 |
< 1 Year
|
No
| 2,630 | 152 | 210 | 0 |
49,441 |
Male
| 25 | 1 | 3 | 0 |
< 1 Year
|
Yes
| 29,448 | 152 | 283 | 0 |
154,381 |
Female
| 53 | 1 | 28 | 1 |
1-2 Year
|
No
| 49,622 | 26 | 89 | 0 |
236,982 |
Male
| 34 | 1 | 18 | 0 |
1-2 Year
|
Yes
| 29,016 | 154 | 251 | 0 |
180,341 |
Male
| 21 | 1 | 36 | 1 |
< 1 Year
|
No
| 21,328 | 152 | 95 | 0 |
160,826 |
Female
| 52 | 1 | 6 | 0 |
1-2 Year
|
Yes
| 2,630 | 156 | 196 | 0 |
113,223 |
Female
| 21 | 1 | 32 | 1 |
< 1 Year
|
No
| 29,388 | 160 | 31 | 0 |
346,303 |
Female
| 36 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 47,141 | 26 | 228 | 0 |
266,128 |
Male
| 63 | 1 | 25 | 0 |
> 2 Years
|
Yes
| 27,754 | 26 | 151 | 1 |
268,709 |
Male
| 35 | 1 | 48 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 170 | 0 |
432,899 |
Female
| 23 | 1 | 15 | 1 |
< 1 Year
|
No
| 35,694 | 152 | 101 | 0 |
245,712 |
Male
| 23 | 1 | 29 | 1 |
< 1 Year
|
No
| 25,301 | 26 | 172 | 0 |
413,709 |
Male
| 45 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 2,630 | 154 | 50 | 1 |
242,588 |
Male
| 21 | 1 | 15 | 1 |
< 1 Year
|
No
| 24,530 | 160 | 256 | 0 |
44,651 |
Female
| 25 | 1 | 46 | 0 |
< 1 Year
|
Yes
| 23,508 | 152 | 246 | 0 |
311,430 |
Female
| 46 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 27,435 | 53 | 31 | 0 |
154,387 |
Female
| 42 | 1 | 37 | 1 |
1-2 Year
|
No
| 25,634 | 152 | 60 | 0 |
67,866 |
Male
| 25 | 1 | 49 | 0 |
< 1 Year
|
Yes
| 19,144 | 152 | 40 | 0 |
29,497 |
Female
| 75 | 1 | 49 | 0 |
1-2 Year
|
Yes
| 21,126 | 124 | 39 | 0 |
404,712 |
Male
| 39 | 1 | 21 | 0 |
1-2 Year
|
Yes
| 2,630 | 26 | 84 | 1 |
44,449 |
Female
| 29 | 1 | 25 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 220 | 0 |
380,632 |
Male
| 72 | 1 | 8 | 1 |
1-2 Year
|
No
| 2,630 | 7 | 224 | 0 |
140,661 |
Male
| 23 | 1 | 11 | 1 |
< 1 Year
|
No
| 30,716 | 152 | 290 | 0 |
24,165 |
Female
| 39 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 39,641 | 122 | 177 | 1 |
369,134 |
Male
| 39 | 1 | 19 | 1 |
1-2 Year
|
No
| 27,251 | 124 | 163 | 0 |
89,595 |
Female
| 20 | 1 | 13 | 0 |
< 1 Year
|
Yes
| 19,365 | 160 | 214 | 0 |
389,097 |
Male
| 51 | 1 | 28 | 1 |
1-2 Year
|
No
| 45,199 | 26 | 69 | 0 |
393,870 |
Female
| 53 | 1 | 26 | 1 |
1-2 Year
|
No
| 25,211 | 4 | 214 | 0 |
202,252 |
Female
| 36 | 1 | 45 | 1 |
1-2 Year
|
No
| 2,630 | 124 | 36 | 0 |
10,445 |
Male
| 22 | 1 | 36 | 1 |
< 1 Year
|
No
| 28,648 | 152 | 141 | 0 |
192,201 |
Male
| 43 | 1 | 28 | 1 |
1-2 Year
|
No
| 33,536 | 124 | 75 | 0 |
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