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
218,289
Male
53
1
27
1
1-2 Year
Yes
26,210
26
24
0
171,215
Female
23
1
37
0
< 1 Year
Yes
2,630
151
10
0
460,014
Male
22
1
41
1
< 1 Year
No
33,096
152
79
0
248,476
Male
24
1
8
1
< 1 Year
No
63,198
152
137
0
284,009
Male
22
1
6
1
1-2 Year
No
24,026
124
51
0
19,417
Male
53
1
8
0
1-2 Year
No
60,903
156
94
0
348,937
Male
23
1
29
1
< 1 Year
No
25,415
152
241
0
39,298
Female
28
1
41
1
< 1 Year
No
32,996
152
133
0
216,074
Female
37
1
7
0
1-2 Year
No
2,630
124
228
0
132,920
Female
22
1
10
1
< 1 Year
Yes
2,630
160
146
0
118,086
Female
28
1
27
1
< 1 Year
No
27,370
152
242
0
208,209
Male
28
1
12
1
< 1 Year
No
25,316
152
31
0
454,004
Female
41
1
28
0
1-2 Year
Yes
43,378
26
70
1
224,919
Male
24
1
50
1
< 1 Year
No
34,695
152
135
0
12,492
Male
56
1
7
0
1-2 Year
Yes
2,630
124
113
0
28,546
Male
28
1
10
1
< 1 Year
No
25,651
152
34
0
441,678
Female
22
1
35
1
< 1 Year
No
30,083
152
73
0
303,042
Male
25
1
8
1
< 1 Year
No
37,454
152
51
0
69,965
Female
30
1
28
0
< 1 Year
Yes
36,956
122
84
0
380,847
Female
55
1
28
0
1-2 Year
Yes
33,060
55
106
0
108,251
Female
30
1
2
1
< 1 Year
No
31,317
152
213
0
397,921
Male
27
1
28
1
< 1 Year
No
45,629
152
68
0
165,391
Female
45
1
50
1
1-2 Year
No
43,549
8
23
0
274,408
Male
29
1
10
0
< 1 Year
No
22,941
152
180
0
34,707
Female
22
1
37
0
< 1 Year
Yes
43,858
152
156
0
182,521
Male
22
1
7
1
< 1 Year
No
37,321
152
112
0
251,854
Female
24
1
41
1
< 1 Year
No
35,122
152
100
0
300,924
Female
23
1
41
1
< 1 Year
No
24,307
152
222
0
71,179
Female
25
1
28
0
< 1 Year
Yes
2,630
122
38
0
322,730
Male
60
1
28
0
1-2 Year
Yes
28,324
26
250
0
163,595
Male
24
1
41
0
< 1 Year
Yes
2,630
153
85
0
269,119
Female
43
1
28
0
1-2 Year
Yes
39,369
154
223
1
301,342
Male
57
1
35
0
> 2 Years
Yes
35,594
124
210
1
133,158
Female
54
1
33
1
1-2 Year
No
2,630
138
109
0
89,144
Female
25
1
41
1
< 1 Year
No
24,317
152
243
0
429,963
Male
25
1
41
1
< 1 Year
No
2,630
152
121
0
212,187
Female
68
1
28
0
1-2 Year
Yes
30,831
122
80
0
363,055
Male
47
1
8
1
1-2 Year
No
36,275
26
103
0
56,854
Female
26
1
10
1
< 1 Year
No
18,177
152
209
0
355,868
Male
63
1
28
1
1-2 Year
No
2,630
152
93
0
247,218
Female
27
1
35
1
< 1 Year
No
28,328
152
118
0
477,899
Male
25
1
21
1
< 1 Year
No
2,630
152
81
0
205,333
Female
26
1
28
1
< 1 Year
No
53,376
152
81
0
274,225
Male
25
1
13
0
< 1 Year
Yes
26,028
152
299
0
242,522
Female
21
1
19
1
< 1 Year
No
26,564
152
192
0
225,645
Female
31
1
41
1
< 1 Year
No
29,256
152
127
0
280,550
Male
23
1
30
0
< 1 Year
Yes
38,960
152
148
1
134,003
Male
38
1
28
1
1-2 Year
No
37,341
152
174
0
489,937
Male
42
1
28
0
1-2 Year
Yes
28,238
124
71
1
31,538
Female
29
1
8
1
< 1 Year
No
30,929
152
243
0
2,006
Female
29
1
8
1
< 1 Year
No
41,005
152
202
0
411,066
Male
27
1
33
1
< 1 Year
No
24,927
152
157
0
480,932
Female
36
1
41
0
1-2 Year
Yes
34,609
26
270
1
330,403
Female
22
1
24
0
< 1 Year
Yes
26,305
152
151
0
285,056
Male
38
1
28
0
1-2 Year
Yes
45,823
124
263
0
307,041
Female
26
1
10
1
< 1 Year
No
29,830
152
292
0
448,207
Male
57
1
4
1
1-2 Year
No
30,505
124
225
0
250,001
Female
60
1
8
0
1-2 Year
Yes
29,610
124
63
0
467,415
Female
46
1
33
0
1-2 Year
Yes
44,741
26
288
1
361,255
Female
30
1
28
0
< 1 Year
Yes
46,221
124
258
0
240,470
Male
39
1
28
1
1-2 Year
No
57,806
26
271
0
317,041
Female
54
1
28
0
1-2 Year
Yes
43,301
26
27
0
335,168
Male
37
1
8
1
1-2 Year
Yes
33,944
163
292
0
185,492
Male
45
1
28
0
1-2 Year
Yes
44,182
122
126
1
393,905
Male
45
1
29
0
1-2 Year
Yes
40,901
26
216
1
124,919
Male
29
1
28
0
< 1 Year
Yes
2,630
156
233
0
135,977
Female
41
1
41
1
1-2 Year
No
49,109
26
293
0
148,237
Female
42
1
28
0
1-2 Year
Yes
44,755
25
87
1
233,275
Female
24
1
3
0
< 1 Year
Yes
2,630
152
238
0
347,093
Male
64
1
39
0
1-2 Year
Yes
2,630
26
217
0
97,929
Female
55
1
33
0
1-2 Year
Yes
32,427
152
170
0
60,521
Male
46
1
28
0
1-2 Year
Yes
34,198
124
156
1
452,168
Male
48
1
28
0
1-2 Year
Yes
35,218
26
223
1
100,469
Female
26
1
41
1
< 1 Year
No
45,766
152
248
0
86,458
Male
25
1
17
1
< 1 Year
No
25,774
152
174
0
12,501
Female
22
1
30
1
< 1 Year
No
27,908
152
273
0
149,281
Female
22
1
40
0
< 1 Year
Yes
35,961
152
275
0
259,943
Female
40
1
37
1
1-2 Year
No
33,048
124
264
0
395,935
Female
28
1
30
1
< 1 Year
No
25,493
160
53
0
12,426
Male
54
1
28
0
1-2 Year
Yes
45,918
26
219
0
479,297
Male
53
1
8
0
1-2 Year
Yes
52,646
26
131
1
107,791
Female
42
1
46
0
1-2 Year
Yes
18,694
91
99
0
59,131
Male
25
1
46
1
< 1 Year
No
29,185
152
296
0
266,958
Male
79
1
28
0
1-2 Year
Yes
45,181
124
172
0
363,845
Female
23
1
6
0
< 1 Year
Yes
32,056
152
149
0
329,449
Male
67
1
28
0
1-2 Year
Yes
41,963
26
209
0
94,810
Female
25
1
47
0
< 1 Year
Yes
42,822
152
199
0
264,248
Female
26
1
35
1
< 1 Year
No
2,630
152
143
0
313,331
Male
25
1
21
1
< 1 Year
No
23,230
152
73
0
483,916
Male
59
1
28
1
1-2 Year
No
39,428
52
189
0
408,341
Female
45
1
28
1
1-2 Year
No
41,130
124
35
0
238,521
Female
50
1
8
0
1-2 Year
Yes
28,535
26
67
0
293,715
Female
28
1
45
1
< 1 Year
No
37,815
152
166
0
213,539
Male
42
1
28
1
1-2 Year
No
35,083
124
56
0
272,623
Female
25
1
8
1
< 1 Year
No
61,242
152
251
0
475,245
Female
23
1
46
1
< 1 Year
No
55,723
152
85
0
83,948
Female
27
1
28
1
< 1 Year
No
30,175
152
80
0
283,238
Female
70
1
28
0
1-2 Year
No
47,209
122
292
0
86,996
Female
47
1
21
0
1-2 Year
Yes
29,369
26
131
0
344,061
Male
22
1
11
1
< 1 Year
No
25,452
152
78
0