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
190,320
Male
37
1
41
0
< 1 Year
Yes
39,046
124
252
1
216,798
Female
52
1
39
0
1-2 Year
Yes
2,630
124
246
0
162,898
Female
78
1
28
1
1-2 Year
No
57,994
26
89
0
265,608
Female
46
1
28
0
1-2 Year
Yes
49,443
124
222
0
265,216
Female
51
1
28
0
1-2 Year
Yes
33,372
124
34
1
434,685
Male
48
1
35
1
1-2 Year
No
27,441
10
220
0
472,088
Female
28
1
12
0
1-2 Year
Yes
28,831
124
146
1
376,664
Female
60
1
28
0
1-2 Year
Yes
52,009
26
160
0
93,701
Female
65
1
11
1
1-2 Year
No
2,630
120
113
0
338,749
Female
23
1
8
1
< 1 Year
No
24,822
152
258
0
278,178
Male
71
1
28
1
1-2 Year
No
56,666
122
43
0
119,737
Male
24
1
9
1
< 1 Year
No
34,564
152
213
0
310,644
Male
32
1
46
0
1-2 Year
Yes
24,492
26
251
0
340,413
Female
21
1
37
0
< 1 Year
Yes
26,131
160
294
0
286,331
Male
73
1
35
1
1-2 Year
No
42,954
152
61
0
257,154
Male
64
1
8
0
1-2 Year
Yes
52,620
26
295
1
107,492
Female
25
1
12
0
< 1 Year
Yes
2,630
160
286
0
22,582
Male
37
1
28
1
1-2 Year
No
58,488
26
240
0
295,833
Male
52
1
28
0
1-2 Year
Yes
33,350
26
282
0
96,066
Female
50
1
41
1
1-2 Year
No
42,012
12
233
0
114,362
Female
23
1
8
0
< 1 Year
Yes
35,479
152
224
0
17,711
Male
44
0
48
0
1-2 Year
Yes
2,630
124
30
0
341,864
Female
51
1
28
0
1-2 Year
Yes
55,659
26
269
1
105,429
Male
24
1
33
1
< 1 Year
No
2,630
160
182
0
345,542
Male
51
1
28
1
1-2 Year
No
38,059
124
86
0
180,357
Female
65
1
27
1
1-2 Year
No
26,404
124
203
0
208,860
Female
67
1
41
1
1-2 Year
No
33,256
26
212
0
213,243
Male
40
1
28
1
1-2 Year
Yes
46,740
26
40
0
230,447
Male
59
1
2
1
1-2 Year
No
17,581
26
94
0
331,471
Female
42
1
36
1
1-2 Year
No
44,400
152
40
0
321,434
Male
60
1
33
0
1-2 Year
No
34,797
124
240
0
128,706
Female
21
1
40
0
< 1 Year
Yes
35,438
160
280
0
168,068
Male
43
1
39
0
1-2 Year
Yes
2,630
156
271
0
58,171
Male
43
1
28
0
1-2 Year
Yes
55,450
25
26
0
363,415
Female
64
1
28
0
1-2 Year
Yes
41,473
124
25
0
233,935
Male
66
1
33
1
1-2 Year
No
36,008
124
265
0
293,521
Female
26
1
14
1
< 1 Year
No
27,091
152
153
0
69,629
Male
78
1
8
0
1-2 Year
Yes
31,480
124
15
0
94,249
Female
28
1
11
1
< 1 Year
No
2,630
152
280
0
358,188
Male
31
1
8
0
1-2 Year
No
70,480
124
277
0
136,624
Male
64
1
28
0
1-2 Year
Yes
43,661
122
98
0
150,340
Female
22
1
21
1
< 1 Year
No
22,706
152
219
0
378,204
Male
43
1
28
0
1-2 Year
Yes
39,732
52
43
1
322,555
Female
24
1
28
1
< 1 Year
No
25,652
160
65
0
281,018
Male
24
1
6
1
< 1 Year
No
39,890
152
257
0
398,892
Female
54
1
28
0
1-2 Year
Yes
31,817
26
213
1
349,138
Male
57
1
12
0
1-2 Year
Yes
27,426
157
229
1
34,079
Female
53
1
46
0
1-2 Year
Yes
2,630
156
167
1
25,725
Male
63
1
28
0
< 1 Year
Yes
34,944
124
244
0
135,350
Female
31
1
37
1
< 1 Year
No
27,760
152
137
0
356,116
Male
31
1
47
1
< 1 Year
No
43,972
152
210
0
18,466
Female
24
1
50
0
< 1 Year
Yes
35,117
152
53
0
184,387
Female
22
1
13
1
< 1 Year
No
25,720
152
46
0
215,040
Male
42
1
28
0
1-2 Year
Yes
31,488
61
13
1
314,409
Male
43
1
46
0
1-2 Year
Yes
28,058
26
280
0
288,799
Female
56
1
28
1
1-2 Year
No
291,169
26
94
0
101,280
Female
41
1
28
1
1-2 Year
No
32,811
156
263
0
374,917
Female
25
1
7
1
< 1 Year
No
53,378
152
243
0
76,407
Male
53
1
28
0
1-2 Year
No
51,221
122
221
0
78,941
Female
38
1
28
0
> 2 Years
Yes
39,582
124
209
1
3,174
Female
40
1
50
0
1-2 Year
Yes
23,052
26
186
0
65,344
Female
21
1
39
1
< 1 Year
No
46,317
152
167
0
425,138
Female
24
1
41
1
< 1 Year
No
47,080
152
73
0
41,882
Male
29
1
43
1
< 1 Year
No
21,098
152
39
0
504,656
Male
20
1
44
1
< 1 Year
No
40,786
160
36
0
496,291
Female
27
1
14
1
< 1 Year
No
19,015
152
172
0
336,695
Female
33
1
28
0
< 1 Year
Yes
2,630
152
67
0
276,528
Male
43
1
46
0
1-2 Year
Yes
27,731
4
203
1
126,930
Male
64
1
41
0
> 2 Years
Yes
97,823
26
255
0
451,434
Male
78
1
26
1
1-2 Year
No
37,359
22
130
0
8,498
Male
53
1
28
0
> 2 Years
Yes
33,762
39
67
0
408,892
Female
47
1
15
0
> 2 Years
Yes
31,504
124
155
1
19,366
Male
26
1
29
0
< 1 Year
Yes
25,126
154
63
1
8,511
Male
23
1
50
0
< 1 Year
No
22,573
152
15
0
385,574
Female
21
1
36
1
< 1 Year
No
32,430
152
250
0
19,770
Female
59
1
28
0
> 2 Years
Yes
54,224
3
299
0
371,476
Female
35
1
36
1
1-2 Year
No
32,572
152
184
0
328,238
Male
28
1
8
1
< 1 Year
No
40,944
152
180
0
422,567
Male
25
1
28
1
< 1 Year
No
32,229
152
240
0
117,069
Female
23
1
8
1
< 1 Year
No
23,239
160
147
0
364,268
Male
24
1
11
1
< 1 Year
No
29,079
152
52
0
283,166
Female
65
1
46
0
1-2 Year
Yes
26,284
124
173
0
55,492
Female
25
1
35
1
< 1 Year
No
31,318
152
288
0
416,606
Male
22
1
8
1
< 1 Year
No
29,431
160
237
0
241,413
Male
70
1
8
0
1-2 Year
Yes
2,630
124
124
0
324,920
Female
22
1
17
1
< 1 Year
No
36,244
152
279
0
351,814
Male
43
1
2
0
1-2 Year
Yes
30,661
26
79
0
480,021
Male
77
1
46
1
1-2 Year
No
24,210
26
206
0
469,711
Female
63
1
28
1
1-2 Year
No
32,805
26
154
0
412,871
Male
33
1
28
1
1-2 Year
No
64,669
8
265
0
347,482
Female
26
1
30
1
< 1 Year
No
37,823
152
219
0
46,886
Female
22
1
28
0
< 1 Year
Yes
48,147
26
226
0
488,536
Female
53
1
28
0
> 2 Years
Yes
30,209
31
292
1
93,867
Male
48
1
18
0
1-2 Year
Yes
24,199
124
286
0
239,314
Female
64
1
21
0
1-2 Year
Yes
35,640
26
246
0
50,522
Male
66
1
33
1
1-2 Year
No
31,623
26
265
0
198,821
Male
26
1
17
1
< 1 Year
No
41,385
152
66
0
234,198
Male
29
1
30
1
< 1 Year
No
2,630
152
185
0
171,911
Female
22
1
30
1
< 1 Year
No
20,919
152
116
0
183,731
Female
50
1
28
0
1-2 Year
Yes
46,134
124
217
0