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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
252,105 |
Female
| 21 | 1 | 8 | 1 |
< 1 Year
|
No
| 29,251 | 152 | 239 | 0 |
427,880 |
Female
| 26 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 58,932 | 26 | 278 | 1 |
412,554 |
Female
| 38 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 29,805 | 124 | 217 | 1 |
81,928 |
Male
| 28 | 1 | 8 | 1 |
< 1 Year
|
No
| 42,111 | 152 | 202 | 0 |
380,376 |
Male
| 54 | 1 | 3 | 1 |
1-2 Year
|
No
| 26,921 | 26 | 43 | 0 |
270,919 |
Female
| 35 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 33,373 | 154 | 228 | 0 |
3,467 |
Male
| 27 | 1 | 15 | 1 |
< 1 Year
|
No
| 46,383 | 124 | 298 | 0 |
148,172 |
Female
| 41 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 32,515 | 139 | 190 | 1 |
136,034 |
Male
| 66 | 1 | 28 | 0 |
1-2 Year
|
No
| 31,912 | 156 | 23 | 0 |
232,528 |
Male
| 63 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 50,353 | 3 | 46 | 0 |
466,699 |
Female
| 26 | 1 | 50 | 1 |
< 1 Year
|
No
| 22,940 | 152 | 189 | 0 |
145,054 |
Male
| 46 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 51 | 0 |
368,673 |
Male
| 47 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 2,630 | 26 | 115 | 1 |
192,262 |
Male
| 22 | 1 | 30 | 1 |
< 1 Year
|
No
| 20,671 | 152 | 158 | 0 |
40,736 |
Female
| 20 | 1 | 8 | 1 |
< 1 Year
|
No
| 40,420 | 160 | 259 | 0 |
427,904 |
Male
| 34 | 1 | 6 | 0 |
1-2 Year
|
Yes
| 30,391 | 124 | 245 | 1 |
11,812 |
Male
| 27 | 1 | 41 | 1 |
< 1 Year
|
No
| 27,295 | 152 | 201 | 0 |
432,560 |
Female
| 24 | 1 | 7 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 69 | 0 |
111,847 |
Male
| 29 | 1 | 32 | 1 |
< 1 Year
|
No
| 29,479 | 152 | 121 | 0 |
89,778 |
Female
| 23 | 1 | 36 | 1 |
< 1 Year
|
No
| 2,630 | 160 | 30 | 0 |
371,156 |
Female
| 76 | 1 | 28 | 0 |
1-2 Year
|
No
| 41,130 | 26 | 187 | 0 |
385,991 |
Female
| 25 | 1 | 13 | 1 |
< 1 Year
|
No
| 27,612 | 152 | 232 | 0 |
244,821 |
Female
| 42 | 1 | 28 | 1 |
1-2 Year
|
No
| 33,681 | 124 | 252 | 0 |
351,747 |
Female
| 42 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 41,993 | 122 | 60 | 0 |
302,527 |
Male
| 23 | 1 | 30 | 1 |
< 1 Year
|
No
| 54,825 | 152 | 204 | 0 |
100,095 |
Male
| 47 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 44,788 | 124 | 143 | 0 |
363,040 |
Male
| 52 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 49,026 | 116 | 28 | 0 |
141,142 |
Male
| 22 | 1 | 3 | 1 |
< 1 Year
|
Yes
| 33,009 | 152 | 218 | 0 |
239,365 |
Female
| 23 | 1 | 3 | 0 |
< 1 Year
|
Yes
| 25,957 | 26 | 238 | 1 |
77,503 |
Female
| 25 | 1 | 29 | 1 |
< 1 Year
|
No
| 30,479 | 152 | 290 | 0 |
292,936 |
Female
| 45 | 1 | 8 | 1 |
1-2 Year
|
No
| 49,508 | 26 | 172 | 0 |
37,147 |
Female
| 80 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 81,474 | 154 | 127 | 1 |
64,548 |
Male
| 78 | 1 | 41 | 1 |
1-2 Year
|
No
| 30,733 | 26 | 201 | 0 |
72,762 |
Male
| 22 | 1 | 30 | 1 |
< 1 Year
|
No
| 44,613 | 152 | 208 | 0 |
327,593 |
Male
| 52 | 1 | 18 | 0 |
> 2 Years
|
Yes
| 35,111 | 124 | 140 | 0 |
69,689 |
Female
| 36 | 1 | 15 | 0 |
1-2 Year
|
Yes
| 2,630 | 26 | 279 | 0 |
162,570 |
Female
| 26 | 1 | 41 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 121 | 0 |
351,292 |
Male
| 23 | 1 | 9 | 0 |
< 1 Year
|
Yes
| 32,882 | 152 | 131 | 0 |
68,015 |
Male
| 51 | 1 | 8 | 0 |
1-2 Year
|
Yes
| 39,111 | 26 | 126 | 0 |
93,275 |
Female
| 65 | 1 | 27 | 1 |
1-2 Year
|
No
| 28,086 | 26 | 221 | 0 |
239,949 |
Male
| 56 | 1 | 46 | 0 |
1-2 Year
|
Yes
| 51,947 | 122 | 190 | 0 |
248,442 |
Male
| 41 | 1 | 28 | 1 |
1-2 Year
|
Yes
| 42,696 | 26 | 10 | 0 |
9,628 |
Male
| 30 | 1 | 24 | 1 |
< 1 Year
|
No
| 29,310 | 152 | 55 | 0 |
437,859 |
Male
| 37 | 1 | 45 | 0 |
1-2 Year
|
Yes
| 36,913 | 26 | 31 | 1 |
497,417 |
Female
| 22 | 1 | 26 | 1 |
< 1 Year
|
No
| 38,390 | 152 | 257 | 0 |
468,460 |
Male
| 23 | 1 | 12 | 1 |
< 1 Year
|
No
| 44,075 | 152 | 39 | 0 |
363,023 |
Female
| 72 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 39,803 | 26 | 135 | 1 |
112,998 |
Female
| 21 | 1 | 5 | 1 |
< 1 Year
|
Yes
| 2,630 | 160 | 213 | 0 |
131,929 |
Female
| 22 | 1 | 8 | 1 |
< 1 Year
|
No
| 48,373 | 152 | 162 | 0 |
28,383 |
Female
| 23 | 1 | 15 | 1 |
< 1 Year
|
No
| 27,795 | 152 | 123 | 0 |
194,652 |
Female
| 48 | 1 | 45 | 0 |
1-2 Year
|
Yes
| 22,883 | 160 | 156 | 0 |
348,406 |
Male
| 60 | 1 | 33 | 0 |
1-2 Year
|
Yes
| 22,605 | 138 | 228 | 0 |
426,204 |
Male
| 29 | 1 | 8 | 1 |
< 1 Year
|
No
| 43,338 | 160 | 234 | 0 |
39,802 |
Male
| 21 | 1 | 46 | 1 |
< 1 Year
|
No
| 50,231 | 152 | 248 | 0 |
2,301 |
Female
| 52 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 40,868 | 26 | 140 | 0 |
181,650 |
Female
| 23 | 1 | 27 | 1 |
< 1 Year
|
No
| 31,223 | 152 | 229 | 0 |
230,030 |
Female
| 29 | 1 | 50 | 1 |
< 1 Year
|
No
| 42,322 | 152 | 145 | 0 |
301,790 |
Male
| 58 | 1 | 28 | 1 |
1-2 Year
|
No
| 79,986 | 124 | 137 | 0 |
327,291 |
Male
| 64 | 1 | 28 | 0 |
> 2 Years
|
Yes
| 50,222 | 25 | 45 | 1 |
416,161 |
Male
| 43 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 35,847 | 124 | 176 | 1 |
83,806 |
Female
| 24 | 1 | 10 | 1 |
< 1 Year
|
No
| 26,329 | 152 | 148 | 0 |
213,933 |
Female
| 48 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 43,287 | 26 | 187 | 0 |
338,246 |
Male
| 25 | 1 | 36 | 1 |
< 1 Year
|
No
| 25,795 | 152 | 136 | 0 |
246,801 |
Male
| 66 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 46,234 | 26 | 79 | 0 |
203,605 |
Male
| 47 | 1 | 12 | 0 |
1-2 Year
|
No
| 37,358 | 26 | 180 | 0 |
352,892 |
Female
| 25 | 1 | 36 | 1 |
< 1 Year
|
No
| 40,320 | 152 | 121 | 0 |
447,931 |
Male
| 21 | 1 | 28 | 1 |
< 1 Year
|
No
| 26,757 | 160 | 147 | 0 |
142,357 |
Female
| 64 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 60,225 | 122 | 135 | 0 |
321,757 |
Female
| 26 | 1 | 6 | 1 |
< 1 Year
|
No
| 26,053 | 152 | 144 | 0 |
140,579 |
Female
| 30 | 1 | 46 | 0 |
< 1 Year
|
Yes
| 2,630 | 156 | 179 | 0 |
135,294 |
Male
| 49 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 40,713 | 26 | 125 | 0 |
424,689 |
Female
| 28 | 1 | 39 | 0 |
< 1 Year
|
Yes
| 2,630 | 156 | 61 | 1 |
235,733 |
Male
| 44 | 1 | 36 | 0 |
1-2 Year
|
Yes
| 36,254 | 26 | 226 | 0 |
76,935 |
Male
| 42 | 1 | 33 | 0 |
1-2 Year
|
Yes
| 34,119 | 138 | 144 | 0 |
251,702 |
Male
| 21 | 1 | 39 | 1 |
< 1 Year
|
No
| 30,611 | 160 | 153 | 0 |
366,019 |
Female
| 23 | 1 | 8 | 1 |
< 1 Year
|
No
| 41,581 | 152 | 194 | 0 |
92,992 |
Male
| 50 | 0 | 12 | 0 |
1-2 Year
|
Yes
| 2,630 | 26 | 163 | 1 |
332,928 |
Male
| 24 | 1 | 31 | 1 |
< 1 Year
|
No
| 2,630 | 151 | 20 | 0 |
327,442 |
Male
| 66 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 30,853 | 109 | 13 | 1 |
361,654 |
Male
| 41 | 1 | 41 | 0 |
1-2 Year
|
Yes
| 2,630 | 124 | 146 | 0 |
91,477 |
Female
| 48 | 1 | 28 | 1 |
1-2 Year
|
No
| 54,827 | 124 | 143 | 0 |
458,899 |
Male
| 44 | 1 | 18 | 0 |
> 2 Years
|
Yes
| 2,630 | 124 | 186 | 1 |
68,683 |
Male
| 38 | 1 | 28 | 1 |
1-2 Year
|
No
| 36,966 | 124 | 157 | 0 |
344,721 |
Male
| 27 | 1 | 21 | 1 |
< 1 Year
|
No
| 35,309 | 152 | 117 | 0 |
293,833 |
Female
| 55 | 1 | 12 | 1 |
1-2 Year
|
No
| 28,517 | 26 | 171 | 0 |
190,385 |
Female
| 71 | 1 | 31 | 1 |
1-2 Year
|
Yes
| 2,630 | 26 | 178 | 0 |
54,946 |
Male
| 47 | 1 | 4 | 0 |
> 2 Years
|
Yes
| 42,095 | 26 | 150 | 0 |
492,282 |
Female
| 40 | 1 | 28 | 1 |
1-2 Year
|
No
| 31,220 | 26 | 48 | 0 |
227,964 |
Male
| 30 | 1 | 28 | 0 |
< 1 Year
|
Yes
| 30,939 | 121 | 81 | 1 |
98,954 |
Female
| 20 | 1 | 37 | 0 |
< 1 Year
|
Yes
| 28,633 | 160 | 276 | 0 |
294,748 |
Male
| 54 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 35,806 | 26 | 188 | 1 |
350,748 |
Male
| 23 | 1 | 8 | 1 |
< 1 Year
|
No
| 37,064 | 160 | 87 | 0 |
459,783 |
Male
| 25 | 1 | 13 | 1 |
< 1 Year
|
No
| 48,622 | 152 | 25 | 0 |
211,179 |
Male
| 21 | 1 | 2 | 0 |
< 1 Year
|
Yes
| 21,237 | 160 | 143 | 0 |
345,883 |
Male
| 23 | 1 | 36 | 1 |
< 1 Year
|
No
| 35,990 | 152 | 103 | 0 |
289,992 |
Male
| 29 | 1 | 11 | 1 |
< 1 Year
|
No
| 29,572 | 152 | 191 | 0 |
134,216 |
Female
| 70 | 1 | 8 | 1 |
1-2 Year
|
No
| 37,924 | 124 | 142 | 0 |
209,081 |
Male
| 26 | 1 | 25 | 1 |
< 1 Year
|
No
| 2,630 | 152 | 131 | 0 |
37,510 |
Female
| 32 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 55,452 | 55 | 282 | 0 |
106,466 |
Male
| 47 | 1 | 28 | 0 |
1-2 Year
|
Yes
| 49,316 | 124 | 178 | 0 |
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