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
185,938
Male
22
1
30
0
< 1 Year
Yes
35,455
152
256
1
105,018
Female
22
1
15
1
< 1 Year
No
37,713
152
249
0
432,143
Male
48
1
15
0
1-2 Year
Yes
51,871
26
140
1
28,223
Male
54
1
8
0
1-2 Year
Yes
37,554
26
68
1
219,479
Male
22
1
15
1
< 1 Year
No
30,820
152
269
0
99,988
Male
23
1
8
0
< 1 Year
Yes
39,088
152
32
0
210,823
Female
41
1
28
0
1-2 Year
Yes
38,035
124
122
0
172,509
Female
33
1
28
1
< 1 Year
No
55,152
152
241
0
4,544
Male
46
1
28
0
1-2 Year
Yes
37,023
26
102
1
132,554
Male
30
1
30
1
< 1 Year
No
34,682
152
18
0
75,022
Female
28
1
12
1
< 1 Year
No
23,145
152
269
0
209,338
Male
24
1
6
1
< 1 Year
No
41,598
152
40
0
233,947
Female
75
1
28
1
1-2 Year
Yes
53,754
124
289
0
403,617
Female
26
1
6
1
< 1 Year
No
23,211
152
13
0
97,705
Male
27
1
50
1
< 1 Year
No
34,525
152
168
0
389,973
Female
58
1
52
0
> 2 Years
Yes
33,811
26
93
1
498,809
Female
29
1
46
1
< 1 Year
No
33,778
160
195
0
35,889
Male
25
1
28
1
< 1 Year
No
26,482
152
119
0
323,580
Male
24
1
41
1
< 1 Year
No
31,298
152
270
0
480,826
Female
49
1
28
0
1-2 Year
Yes
43,183
26
137
1
217,479
Male
31
1
10
1
< 1 Year
No
28,035
152
216
0
183,386
Female
40
1
28
1
1-2 Year
No
54,649
124
40
0
442,686
Female
25
1
30
1
< 1 Year
No
49,331
152
135
0
45,506
Male
39
1
28
0
> 2 Years
Yes
38,505
124
94
0
134,614
Male
67
1
0
0
1-2 Year
Yes
2,630
26
238
0
378,987
Female
66
1
28
1
1-2 Year
No
22,389
26
244
0
267,246
Male
60
1
13
0
1-2 Year
Yes
26,909
26
89
0
369,390
Male
76
1
28
1
1-2 Year
No
50,411
13
138
0
373,001
Male
39
1
28
0
1-2 Year
Yes
26,707
124
282
0
337,435
Female
27
1
50
1
< 1 Year
No
40,042
152
56
0
53,149
Female
22
1
37
0
< 1 Year
No
28,451
152
74
0
44,665
Male
26
1
3
1
< 1 Year
No
24,751
152
190
0
73,287
Female
45
1
28
1
1-2 Year
No
34,936
26
128
0
50,197
Male
25
1
21
1
< 1 Year
No
40,979
152
96
0
66,044
Male
71
1
50
0
1-2 Year
Yes
26,883
26
122
0
235,153
Female
51
1
8
0
1-2 Year
Yes
2,630
124
159
0
484,564
Female
45
1
46
0
1-2 Year
Yes
37,723
26
164
1
287,746
Female
53
1
36
0
1-2 Year
Yes
2,630
26
161
0
89,045
Female
41
1
48
0
1-2 Year
Yes
2,630
124
260
1
446,796
Male
44
1
15
0
1-2 Year
Yes
2,630
26
33
1
401,978
Female
30
1
10
0
1-2 Year
Yes
46,516
156
238
1
166,441
Male
25
1
14
1
< 1 Year
No
18,525
152
125
0
91,548
Female
46
1
8
0
1-2 Year
Yes
40,117
124
173
0
255,348
Female
26
1
28
0
1-2 Year
Yes
34,319
154
261
0
78,495
Male
56
1
48
0
1-2 Year
Yes
2,630
124
23
0
450,960
Female
57
1
28
0
> 2 Years
Yes
29,639
26
232
1
309,142
Female
27
1
29
1
< 1 Year
No
2,630
152
144
0
68,701
Male
49
1
21
0
1-2 Year
Yes
31,724
124
146
0
129,977
Female
22
1
8
1
< 1 Year
No
33,470
160
190
0
148,557
Female
46
1
28
0
1-2 Year
Yes
45,392
26
157
1
28,747
Female
23
1
45
0
< 1 Year
Yes
2,630
152
280
0
121,250
Female
47
1
29
0
1-2 Year
Yes
41,618
154
263
1
312,852
Male
52
1
28
1
1-2 Year
No
49,771
26
261
0
359,794
Female
22
1
11
0
< 1 Year
Yes
2,630
160
168
0
129,731
Male
50
1
28
0
1-2 Year
Yes
16,832
122
23
1
411,815
Male
47
1
15
0
1-2 Year
Yes
2,630
124
193
1
294,283
Female
22
1
28
1
< 1 Year
No
32,526
152
92
0
216,627
Female
42
1
50
1
1-2 Year
No
37,021
8
242
0
12,799
Male
39
1
19
0
1-2 Year
Yes
2,630
157
173
1
145,580
Female
28
1
8
1
< 1 Year
No
44,389
152
156
0
257,836
Male
26
1
18
1
< 1 Year
No
28,358
152
36
0
119,515
Male
53
1
28
0
1-2 Year
Yes
51,425
122
219
1
100,133
Female
32
1
2
1
< 1 Year
No
30,794
152
238
0
352,765
Male
23
1
8
0
< 1 Year
Yes
42,306
152
51
0
488,594
Male
46
1
13
0
> 2 Years
Yes
31,831
124
245
1
106,125
Female
33
1
1
0
1-2 Year
Yes
2,630
163
148
1
430,189
Male
22
1
5
1
< 1 Year
No
33,115
152
16
0
394,128
Male
44
1
46
0
1-2 Year
Yes
29,272
124
66
1
385,128
Male
54
1
51
1
1-2 Year
No
106,035
26
151
0
441,880
Female
42
1
35
0
1-2 Year
Yes
29,339
122
215
1
106,708
Male
35
1
9
1
1-2 Year
No
2,630
155
199
0
225,249
Female
27
1
2
1
< 1 Year
No
24,076
160
147
0
379,210
Male
42
1
28
0
> 2 Years
Yes
30,427
26
170
0
270,875
Male
45
1
28
0
1-2 Year
Yes
2,630
29
14
1
419,737
Female
23
1
36
1
< 1 Year
No
36,266
152
14
0
347,599
Female
24
1
15
1
< 1 Year
No
31,660
152
197
0
437,193
Female
35
1
38
0
1-2 Year
Yes
31,551
124
253
1
374,256
Male
64
1
28
0
1-2 Year
Yes
29,167
124
239
0
435,244
Male
37
1
28
0
1-2 Year
Yes
31,376
124
11
1
254,540
Female
60
1
30
1
1-2 Year
No
2,630
124
178
0
4,744
Male
57
1
29
0
1-2 Year
Yes
37,311
26
84
0
409,767
Female
50
1
35
0
1-2 Year
Yes
2,630
26
69
1
195,581
Male
52
1
31
0
> 2 Years
Yes
2,630
122
256
0
409,465
Male
45
1
28
0
1-2 Year
Yes
55,081
26
162
1
417,864
Female
32
1
33
1
< 1 Year
No
34,747
152
265
0
58,850
Female
30
1
2
0
< 1 Year
Yes
24,618
152
211
0
243,841
Female
22
1
8
1
< 1 Year
No
42,604
152
298
0
4,167
Female
34
1
28
0
1-2 Year
Yes
42,128
124
220
0
407,711
Female
24
1
6
1
< 1 Year
No
27,525
152
134
0
450,566
Female
39
1
28
0
1-2 Year
Yes
27,730
124
236
1
273,697
Female
22
1
36
1
< 1 Year
No
36,185
152
81
0
85,130
Female
21
1
2
0
< 1 Year
Yes
24,766
160
76
0
95,983
Male
29
1
28
1
< 1 Year
No
42,325
152
289
0
378,008
Male
60
1
30
1
1-2 Year
Yes
27,004
26
113
0
117,504
Female
79
1
28
0
> 2 Years
Yes
2,630
26
89
0
432,291
Female
24
1
17
1
< 1 Year
No
39,914
152
140
0
14,891
Female
29
1
20
1
< 1 Year
No
2,630
152
168
0
343,503
Female
42
1
28
0
1-2 Year
Yes
37,497
26
231
0
113,032
Male
53
1
43
0
1-2 Year
Yes
34,868
124
83
0
15,457
Male
25
1
35
1
< 1 Year
No
2,630
152
99
1