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
251,089
Male
32
1
28
1
< 1 Year
No
55,284
152
44
0
411,069
Male
50
1
30
1
1-2 Year
No
27,671
152
221
0
73,031
Female
28
1
28
1
< 1 Year
No
49,378
152
256
0
333,915
Female
28
1
15
0
< 1 Year
No
36,433
152
186
0
239,571
Male
26
1
28
0
< 1 Year
Yes
46,408
156
113
1
358,046
Female
71
1
28
0
1-2 Year
Yes
34,089
122
83
0
157,643
Female
21
1
16
0
< 1 Year
Yes
34,609
160
290
0
136,403
Female
62
1
29
0
1-2 Year
Yes
2,630
26
214
1
198,954
Male
35
1
36
1
1-2 Year
No
2,630
124
218
0
454,793
Female
20
1
36
1
< 1 Year
No
49,968
160
176
0
24,574
Male
39
1
28
1
1-2 Year
No
45,291
152
13
0
10,786
Female
51
1
0
0
1-2 Year
Yes
2,630
26
173
0
256,775
Female
43
1
17
0
1-2 Year
Yes
21,747
26
146
0
315,743
Male
27
1
30
1
< 1 Year
No
28,513
152
80
0
192,135
Male
26
1
13
1
< 1 Year
No
24,167
152
46
0
116,229
Male
23
1
8
1
< 1 Year
No
34,930
152
284
0
296,668
Female
31
1
28
1
1-2 Year
No
29,720
26
195
0
31,160
Male
77
1
28
1
1-2 Year
No
28,231
26
28
0
324,890
Male
21
1
43
1
< 1 Year
No
25,582
152
104
0
349,483
Male
24
1
14
1
< 1 Year
No
30,137
152
225
0
118,002
Female
24
1
36
0
< 1 Year
Yes
33,042
152
234
0
262,962
Male
20
1
12
1
< 1 Year
No
18,022
160
18
0
472,190
Male
61
1
28
0
1-2 Year
Yes
57,968
3
176
1
18,324
Female
28
1
28
1
< 1 Year
No
35,715
152
290
0
261,351
Female
25
1
29
1
1-2 Year
No
31,545
26
205
0
492,897
Female
27
1
41
1
< 1 Year
No
25,738
152
267
0
466,708
Female
31
1
2
0
1-2 Year
Yes
2,630
156
12
1
33,282
Female
44
1
28
0
1-2 Year
Yes
42,537
124
249
0
220,447
Male
38
1
28
0
1-2 Year
Yes
38,615
26
114
0
237,407
Male
51
1
29
0
1-2 Year
Yes
36,313
26
217
1
365,234
Male
20
1
28
0
1-2 Year
Yes
2,630
158
26
0
40,949
Male
55
1
28
0
1-2 Year
Yes
35,604
26
29
1
33,003
Female
37
1
28
0
> 2 Years
Yes
47,333
26
233
0
409,244
Female
44
1
28
0
1-2 Year
Yes
46,506
26
139
1
171,490
Male
57
1
30
1
1-2 Year
No
38,252
26
46
0
250,377
Male
21
1
8
1
< 1 Year
No
54,056
160
189
0
128,115
Male
33
1
35
0
1-2 Year
Yes
31,116
124
297
1
362,963
Male
68
1
28
0
1-2 Year
Yes
31,937
124
125
0
19,017
Male
27
1
28
1
< 1 Year
No
39,974
152
98
0
285,898
Female
40
1
28
0
1-2 Year
Yes
37,488
26
182
1
366,986
Male
23
1
6
1
< 1 Year
No
33,900
152
134
0
286,886
Male
40
1
8
0
1-2 Year
Yes
2,630
26
74
1
32,972
Male
55
1
8
0
1-2 Year
Yes
45,582
124
31
1
295,423
Male
49
1
28
1
1-2 Year
No
2,630
152
243
0
458,605
Female
26
1
11
1
< 1 Year
No
27,312
152
106
0
210,693
Female
44
1
46
0
1-2 Year
Yes
2,630
156
251
0
264,584
Male
36
1
15
1
1-2 Year
No
30,118
152
182
0
150,288
Female
51
1
28
0
1-2 Year
Yes
58,308
122
71
1
97,260
Male
22
1
43
0
< 1 Year
Yes
29,643
152
82
0
258,310
Male
20
1
28
0
< 1 Year
Yes
38,125
160
249
0
338,457
Male
57
1
3
0
1-2 Year
Yes
27,708
26
113
0
161,268
Male
56
1
41
0
1-2 Year
Yes
51,068
26
199
1
41,862
Male
30
1
43
0
1-2 Year
Yes
29,867
124
106
1
447,654
Female
23
1
2
1
< 1 Year
No
27,948
152
195
0
476,930
Female
26
1
9
1
< 1 Year
No
36,296
152
49
0
154,321
Female
25
1
37
1
< 1 Year
No
28,254
152
251
0
429,328
Male
21
1
41
1
< 1 Year
No
39,134
152
23
0
97,065
Female
24
1
47
1
< 1 Year
No
29,088
152
80
0
273,756
Female
37
1
38
0
1-2 Year
Yes
22,572
154
151
1
13,822
Male
34
1
41
0
1-2 Year
Yes
22,256
124
143
0
129,701
Male
35
1
28
0
1-2 Year
Yes
30,196
124
155
1
202,098
Male
26
1
34
1
< 1 Year
No
2,630
152
175
0
15,012
Male
20
1
47
0
< 1 Year
Yes
34,290
160
269
0
32,538
Female
22
1
28
1
< 1 Year
No
41,040
160
32
0
348,697
Male
36
1
21
1
1-2 Year
No
33,623
26
30
0
336,230
Male
44
1
28
0
1-2 Year
Yes
50,659
24
40
0
68,642
Female
28
1
14
0
< 1 Year
Yes
24,777
152
260
0
466,318
Female
25
1
28
1
< 1 Year
No
55,326
152
20
0
261,727
Female
42
1
9
0
1-2 Year
Yes
2,630
26
213
0
304,172
Male
23
1
15
1
< 1 Year
No
23,376
152
230
0
95,312
Female
25
1
41
1
< 1 Year
No
30,707
152
101
0
334,400
Female
56
1
0
1
1-2 Year
No
2,630
122
242
0
89,856
Female
39
1
28
0
1-2 Year
Yes
39,097
23
113
0
178,086
Male
42
1
45
0
1-2 Year
Yes
28,136
26
250
1
418,055
Male
46
1
29
0
1-2 Year
Yes
58,433
124
78
1
493,505
Male
23
1
12
1
< 1 Year
No
16,104
152
143
0
305,131
Male
22
1
47
1
< 1 Year
No
39,422
152
290
0
204,681
Female
79
1
28
0
> 2 Years
Yes
31,973
26
70
0
410,620
Female
46
1
28
0
1-2 Year
Yes
39,284
124
140
1
41,619
Female
22
1
8
1
< 1 Year
No
28,611
152
259
0
388,979
Male
42
1
8
0
1-2 Year
Yes
38,466
7
75
1
363,565
Male
43
1
2
1
1-2 Year
No
21,870
124
73
0
117,218
Female
31
1
46
1
< 1 Year
No
26,759
152
63
0
71,757
Female
23
1
50
0
< 1 Year
Yes
41,056
152
264
0
369,964
Male
34
1
8
0
1-2 Year
Yes
29,058
26
265
0
227,383
Female
25
1
28
0
< 1 Year
Yes
36,432
152
33
0
300,268
Male
24
1
47
0
< 1 Year
Yes
25,156
26
73
0
104,324
Female
42
1
21
1
1-2 Year
No
23,802
152
189
0
40,096
Female
36
1
12
1
1-2 Year
No
2,630
160
205
0
9,570
Male
49
1
33
0
1-2 Year
Yes
32,863
26
299
0
73,879
Male
21
1
8
1
< 1 Year
No
72,285
160
145
0
86,558
Female
64
1
28
1
1-2 Year
No
2,630
26
179
0
493,081
Female
61
1
46
1
1-2 Year
No
44,233
11
297
0
72,090
Male
29
1
41
1
< 1 Year
No
25,601
152
133
0
157,463
Female
50
1
0
0
1-2 Year
Yes
2,630
26
268
0
115,462
Female
23
1
8
1
< 1 Year
No
40,220
151
116
0
155,698
Female
23
1
15
1
< 1 Year
No
29,580
152
258
0
435,602
Female
79
1
28
1
1-2 Year
No
29,537
122
119
0
268,917
Male
46
1
28
0
> 2 Years
Yes
35,043
55
133
1
194,837
Male
68
1
28
0
> 2 Years
Yes
63,855
26
30
0