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
407,988
Male
58
1
46
1
1-2 Year
No
35,389
124
134
0
371,797
Female
48
1
8
1
1-2 Year
No
2,630
154
166
0
388,871
Male
26
1
41
1
< 1 Year
No
36,428
152
288
0
133,703
Male
57
1
41
0
> 2 Years
Yes
37,758
124
292
0
175,102
Female
26
1
28
1
< 1 Year
No
37,900
152
277
0
93,990
Male
55
1
46
1
1-2 Year
No
25,495
11
130
0
505,749
Male
24
1
13
1
< 1 Year
No
24,708
151
217
0
362,193
Male
62
1
28
1
1-2 Year
No
35,116
26
135
0
439,994
Female
24
1
35
1
< 1 Year
No
28,279
152
49
0
229,733
Female
46
1
35
0
1-2 Year
Yes
33,866
26
239
1
31,156
Male
42
1
46
0
1-2 Year
Yes
45,573
11
224
0
332,462
Male
47
1
11
0
1-2 Year
Yes
35,407
124
57
0
504,185
Female
23
1
30
1
< 1 Year
No
26,795
152
72
0
271,169
Male
21
1
29
1
< 1 Year
No
25,722
152
227
0
126,803
Male
45
1
28
0
1-2 Year
Yes
49,391
26
189
0
188,309
Female
30
1
33
1
< 1 Year
No
34,836
152
216
0
246,422
Female
22
1
30
1
< 1 Year
No
24,798
152
81
0
232,884
Female
23
1
47
1
< 1 Year
No
40,845
152
13
0
287,562
Male
49
1
46
0
1-2 Year
Yes
2,630
156
36
0
211,180
Male
26
1
50
1
< 1 Year
No
41,985
152
179
0
159,811
Male
21
1
46
1
< 1 Year
No
34,109
152
174
0
437,647
Female
43
1
46
0
1-2 Year
Yes
36,917
26
257
1
267,981
Male
45
1
28
1
1-2 Year
No
33,559
124
120
0
65,797
Female
24
1
11
1
< 1 Year
No
20,901
152
249
0
444,026
Female
27
1
28
0
1-2 Year
Yes
34,522
26
20
1
315,548
Male
38
1
41
1
1-2 Year
No
26,486
124
250
0
130,660
Female
54
1
35
1
1-2 Year
No
28,104
124
84
0
282,300
Female
39
1
28
1
1-2 Year
No
40,977
26
288
0
416,791
Female
51
1
3
0
1-2 Year
Yes
26,755
154
238
1
97,402
Male
23
1
41
1
< 1 Year
No
53,782
152
146
0
309,304
Female
66
1
6
0
1-2 Year
Yes
18,355
26
54
0
327,828
Male
71
1
9
0
> 2 Years
Yes
31,068
124
14
0
99,828
Male
26
1
28
1
< 1 Year
No
33,269
152
77
0
322,953
Male
23
1
46
0
< 1 Year
Yes
33,465
26
163
0
226,575
Male
47
1
13
0
1-2 Year
Yes
38,811
26
295
0
237,391
Male
20
1
28
0
1-2 Year
Yes
2,630
156
261
0
364,308
Male
47
1
28
0
1-2 Year
Yes
36,273
26
291
1
321,794
Male
21
1
36
1
< 1 Year
No
50,021
152
203
0
245,837
Female
26
1
11
1
< 1 Year
Yes
2,630
152
55
0
216,676
Male
30
1
28
0
< 1 Year
Yes
34,659
152
128
0
454,584
Male
36
1
27
0
1-2 Year
Yes
2,630
124
124
1
124,230
Male
57
1
28
1
1-2 Year
Yes
41,839
61
227
0
399,207
Male
53
1
15
0
> 2 Years
Yes
33,038
124
93
1
331,677
Male
45
1
28
0
> 2 Years
Yes
36,129
26
84
1
137,848
Male
21
1
8
1
< 1 Year
No
31,387
160
170
0
144,547
Female
21
1
11
0
< 1 Year
Yes
2,630
152
48
0
80,457
Male
33
1
28
0
< 1 Year
Yes
30,390
26
111
1
10,916
Female
23
1
46
1
< 1 Year
No
27,722
152
85
0
71,231
Female
23
1
41
1
< 1 Year
No
37,549
152
285
0
160,177
Female
25
1
10
0
< 1 Year
Yes
23,354
152
68
0
97,011
Male
23
1
46
1
< 1 Year
No
25,660
152
103
0
471,105
Female
26
1
29
1
< 1 Year
No
30,119
152
132
0
341,084
Male
35
1
28
0
1-2 Year
Yes
68,310
124
22
0
348,708
Male
24
1
17
1
< 1 Year
No
31,448
152
24
0
223,344
Male
25
1
47
0
1-2 Year
Yes
39,457
124
42
0
94,527
Female
41
1
8
1
1-2 Year
No
2,630
26
40
0
211,424
Female
38
1
28
0
1-2 Year
Yes
42,171
26
163
1
322,597
Male
39
1
46
0
1-2 Year
Yes
36,077
26
267
1
123,521
Male
23
1
3
1
< 1 Year
No
24,450
152
42
0
85,145
Male
41
1
37
0
1-2 Year
Yes
27,567
124
54
1
279,855
Male
33
1
28
0
1-2 Year
Yes
39,654
122
271
1
191,050
Male
32
1
24
0
1-2 Year
Yes
2,630
157
234
1
484,772
Male
39
1
47
1
1-2 Year
No
21,559
26
69
0
210,734
Male
56
1
28
0
1-2 Year
Yes
45,274
26
47
0
209,986
Male
41
1
28
0
1-2 Year
Yes
44,076
26
213
0
201,280
Male
45
1
28
0
1-2 Year
Yes
39,096
124
180
1
2,446
Female
53
1
8
1
1-2 Year
No
19,461
19
225
0
303,025
Male
25
1
18
1
< 1 Year
No
29,230
152
28
0
34,708
Female
31
1
33
0
< 1 Year
Yes
2,630
152
189
0
118,944
Male
29
1
24
1
1-2 Year
No
17,418
124
127
0
282,979
Female
49
1
28
0
1-2 Year
Yes
48,502
26
84
1
35,853
Female
50
1
28
1
1-2 Year
No
30,287
26
271
0
309,113
Male
41
1
28
0
1-2 Year
Yes
34,312
124
191
0
24,441
Male
22
1
28
1
< 1 Year
No
79,429
152
78
0
392,581
Male
45
1
28
0
1-2 Year
Yes
40,394
124
63
1
441,404
Female
40
1
28
0
1-2 Year
Yes
49,405
13
241
1
427,065
Female
27
1
29
1
< 1 Year
No
24,948
152
63
0
383,603
Male
65
1
46
1
1-2 Year
No
2,630
122
150
0
372,490
Male
22
1
41
0
< 1 Year
Yes
29,493
152
269
0
239,463
Female
27
1
45
1
< 1 Year
No
21,972
152
272
0
138,000
Male
23
1
9
0
< 1 Year
Yes
37,555
26
291
0
481,393
Female
38
1
28
0
> 2 Years
Yes
28,924
124
293
1
77,881
Female
56
1
28
0
1-2 Year
Yes
27,397
26
269
0
101,275
Female
21
1
28
0
< 1 Year
Yes
31,807
124
278
0
213,371
Male
38
1
28
0
1-2 Year
Yes
30,998
26
131
0
186,197
Male
24
1
29
1
< 1 Year
No
36,268
152
207
0
420,894
Male
56
1
28
0
> 2 Years
Yes
34,165
124
109
1
376,310
Male
39
1
36
1
1-2 Year
No
31,792
26
262
0
315,769
Male
23
1
27
0
< 1 Year
Yes
27,621
152
212
0
5,927
Male
23
1
47
1
< 1 Year
No
34,283
152
231
0
126,209
Female
25
1
2
0
< 1 Year
Yes
30,215
152
11
0
126,136
Male
27
1
9
0
< 1 Year
Yes
29,180
152
228
0
64,846
Female
22
1
8
0
< 1 Year
Yes
43,597
152
107
0
35,000
Female
33
1
8
0
< 1 Year
Yes
27,575
152
63
0
14,954
Male
48
1
14
0
1-2 Year
Yes
24,715
124
198
0
343,018
Male
64
1
24
0
1-2 Year
No
25,638
122
287
0
262,534
Male
27
1
30
1
< 1 Year
No
25,111
152
184
0
40,266
Female
25
1
29
1
< 1 Year
No
26,600
152
247
0
77,587
Male
22
1
3
1
< 1 Year
No
38,337
160
74
0
65,843
Male
23
1
36
1
< 1 Year
No
18,218
152
62
0