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
495,395
Male
26
1
8
1
< 1 Year
No
37,630
152
191
0
105,022
Male
56
1
28
0
1-2 Year
Yes
35,996
26
88
0
94,919
Female
24
1
29
1
< 1 Year
No
28,585
152
117
0
202,990
Female
24
1
10
0
< 1 Year
Yes
15,568
152
38
0
340,122
Female
26
1
36
1
< 1 Year
No
33,052
151
117
0
61,866
Female
25
1
29
1
< 1 Year
No
78,391
152
163
0
278,457
Male
46
1
28
0
> 2 Years
Yes
45,067
26
179
0
75,592
Male
22
1
47
0
< 1 Year
Yes
34,688
152
29
0
152,676
Female
27
1
9
1
< 1 Year
No
29,301
152
37
0
349,238
Female
40
1
22
0
1-2 Year
Yes
26,868
30
281
0
154,246
Female
43
1
28
0
1-2 Year
No
36,516
155
201
0
337,660
Female
34
1
28
0
1-2 Year
Yes
37,442
124
133
0
2,650
Male
50
1
30
1
1-2 Year
No
2,630
124
36
0
447,253
Female
24
1
11
1
< 1 Year
No
28,232
152
110
0
191,789
Female
26
1
39
1
< 1 Year
No
26,022
152
106
0
231,724
Male
58
1
28
1
1-2 Year
Yes
30,008
25
188
0
151,656
Male
25
1
28
1
< 1 Year
No
26,802
152
237
0
464,347
Male
27
1
28
1
< 1 Year
No
40,708
152
91
0
282,583
Male
48
1
28
1
1-2 Year
No
41,635
26
178
0
284,735
Female
24
1
6
1
< 1 Year
No
34,589
152
296
0
52,975
Female
23
1
46
1
< 1 Year
Yes
33,077
152
76
0
240,026
Male
22
1
8
1
< 1 Year
No
60,994
152
92
0
27,353
Male
36
1
9
1
1-2 Year
No
32,380
152
40
0
227,101
Male
48
1
8
0
1-2 Year
No
33,349
26
57
0
101,976
Female
42
1
25
0
1-2 Year
Yes
24,839
124
106
0
172,812
Female
56
1
14
0
1-2 Year
Yes
41,386
26
88
0
215,130
Male
59
1
28
1
1-2 Year
Yes
40,626
13
261
0
325,760
Male
42
1
29
1
1-2 Year
No
48,779
124
17
0
288,324
Male
38
1
30
0
1-2 Year
Yes
2,630
163
16
0
77,612
Female
41
1
15
0
1-2 Year
Yes
39,539
55
211
0
267,540
Female
31
1
17
0
< 1 Year
Yes
39,834
26
274
0
335,334
Female
20
1
15
1
< 1 Year
No
25,750
160
285
0
230,519
Male
24
1
8
1
< 1 Year
No
34,935
152
99
0
87,882
Male
36
1
28
0
1-2 Year
Yes
28,953
152
33
0
366,495
Female
61
1
28
0
> 2 Years
Yes
2,630
158
248
0
278,803
Female
24
1
37
1
< 1 Year
No
31,975
152
243
0
506,181
Male
68
1
28
1
1-2 Year
No
54,922
122
65
0
363,152
Female
29
1
3
0
< 1 Year
Yes
41,528
26
251
0
190,512
Male
48
1
28
0
1-2 Year
Yes
45,782
124
184
1
456,304
Female
30
1
46
1
< 1 Year
No
22,655
152
218
0
321,885
Male
21
1
28
0
1-2 Year
Yes
52,859
154
92
0
183,398
Male
40
1
37
1
1-2 Year
No
50,806
156
16
0
75,447
Male
24
1
50
1
< 1 Year
No
27,679
152
265
0
232,904
Male
28
1
21
1
< 1 Year
No
38,034
152
196
0
290,865
Female
55
1
28
0
1-2 Year
Yes
41,192
124
107
0
281,204
Female
24
1
28
0
< 1 Year
Yes
36,670
153
73
0
424,912
Male
23
1
41
1
< 1 Year
No
2,630
152
190
0
291,070
Female
23
1
28
1
< 1 Year
No
56,524
152
197
0
226,083
Female
26
1
18
1
< 1 Year
No
29,399
152
27
0
213,106
Female
51
1
45
0
1-2 Year
Yes
30,776
124
292
0
231,566
Male
46
1
28
1
1-2 Year
No
36,516
124
206
0
4,365
Male
61
1
48
0
1-2 Year
Yes
2,630
124
121
0
414,744
Female
40
1
46
1
1-2 Year
No
26,856
152
207
0
131,296
Female
20
1
9
1
< 1 Year
Yes
28,513
160
15
0
188,207
Female
24
1
8
1
< 1 Year
No
33,562
152
92
0
381,729
Female
26
1
6
1
< 1 Year
No
27,683
152
216
0
413,149
Male
39
1
46
1
1-2 Year
No
33,726
124
260
0
216,664
Male
43
1
8
0
1-2 Year
Yes
31,988
124
246
0
329,491
Female
25
1
28
1
< 1 Year
No
58,774
152
127
0
158,338
Male
55
1
28
0
1-2 Year
Yes
23,352
26
64
0
324,011
Female
28
1
35
1
< 1 Year
No
31,088
152
39
0
309,328
Male
40
1
25
1
1-2 Year
No
2,630
152
276
0
5,680
Male
79
1
28
1
1-2 Year
No
34,790
26
47
0
50,672
Female
33
1
28
0
< 1 Year
Yes
45,656
124
280
0
393,310
Female
25
1
30
1
< 1 Year
No
25,504
152
285
0
156,163
Female
24
1
41
1
< 1 Year
No
23,354
152
214
0
362,996
Male
22
1
21
0
< 1 Year
Yes
28,655
152
271
0
355,269
Male
80
1
28
0
1-2 Year
Yes
43,963
25
13
1
172,424
Female
44
1
28
0
1-2 Year
Yes
57,773
44
131
1
436,066
Male
51
1
41
1
1-2 Year
No
42,980
26
31
0
225,763
Female
51
1
28
0
1-2 Year
Yes
39,391
124
115
0
139,502
Female
34
1
50
1
1-2 Year
No
23,790
11
116
0
144,810
Male
29
1
41
1
< 1 Year
No
39,470
152
231
0
325,376
Female
22
1
41
1
< 1 Year
No
26,098
152
256
0
387,097
Male
26
1
50
1
< 1 Year
No
2,630
152
199
0
480,029
Female
36
1
28
0
1-2 Year
Yes
40,228
154
211
1
72,822
Male
47
1
28
0
1-2 Year
Yes
34,272
49
63
1
404,439
Male
41
1
41
1
1-2 Year
No
44,493
12
48
0
257,550
Female
23
1
15
1
< 1 Year
No
23,725
152
289
0
452,326
Male
57
1
28
0
> 2 Years
Yes
41,465
26
47
1
94,418
Male
37
1
28
0
1-2 Year
Yes
63,191
155
202
1
119,325
Male
59
1
8
1
1-2 Year
Yes
49,091
7
248
0
117,377
Female
36
1
8
0
1-2 Year
Yes
2,630
156
20
1
289,083
Male
38
1
8
1
1-2 Year
No
41,832
152
82
0
25,479
Female
22
1
33
1
< 1 Year
No
26,664
152
100
0
192,903
Male
51
1
28
0
1-2 Year
Yes
30,064
29
215
0
78,485
Female
29
1
36
0
< 1 Year
Yes
36,462
26
262
0
348,947
Female
42
1
8
0
1-2 Year
Yes
2,630
152
43
0
382,297
Female
31
1
28
1
< 1 Year
No
92,601
152
266
0
176,474
Male
21
1
13
0
< 1 Year
Yes
32,342
152
130
0
481,193
Male
30
1
28
1
< 1 Year
No
28,375
152
196
0
234,033
Male
41
1
28
0
1-2 Year
Yes
25,162
13
49
0
359,162
Male
47
1
28
1
1-2 Year
No
33,672
124
209
0
331,287
Male
56
1
28
0
1-2 Year
Yes
2,630
124
145
0
341,178
Female
21
1
30
1
< 1 Year
No
20,123
152
88
0
360,213
Male
49
1
11
1
1-2 Year
No
27,993
124
43
0
192,779
Female
28
1
47
1
< 1 Year
No
35,665
152
56
0
373,384
Female
45
1
28
1
1-2 Year
No
34,811
124
294
0
259,489
Female
60
1
28
1
1-2 Year
No
41,559
122
167
0
319,197
Female
27
1
28
0
1-2 Year
No
28,940
154
161
0