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
398,932
Male
44
1
14
0
> 2 Years
Yes
27,202
26
193
1
228,993
Male
23
1
33
1
< 1 Year
No
33,877
152
158
0
94,752
Male
33
1
28
0
1-2 Year
Yes
2,630
163
177
0
212,005
Male
41
1
28
0
1-2 Year
Yes
33,226
26
193
0
311,519
Male
43
1
28
1
1-2 Year
No
38,051
124
278
0
190,063
Female
24
1
37
0
< 1 Year
Yes
32,838
152
189
0
502,591
Female
35
1
45
1
1-2 Year
No
37,859
152
161
0
330,528
Female
20
1
9
0
< 1 Year
Yes
40,517
160
111
0
435,565
Female
32
1
11
1
< 1 Year
No
22,191
152
21
0
121,396
Male
35
1
48
0
1-2 Year
Yes
2,630
156
203
0
296,110
Female
23
1
50
0
< 1 Year
Yes
37,139
152
249
0
286,360
Male
28
1
28
1
< 1 Year
No
32,125
152
77
0
468,380
Female
21
1
30
1
< 1 Year
No
27,746
160
287
0
455,444
Male
27
1
29
1
< 1 Year
No
28,601
26
56
0
328,887
Female
25
1
47
0
< 1 Year
Yes
2,630
156
297
0
367,688
Male
62
1
28
0
> 2 Years
Yes
2,630
52
156
0
226,246
Female
30
1
50
1
< 1 Year
No
28,443
152
66
0
261,434
Male
23
1
47
1
< 1 Year
No
36,547
152
250
0
267,816
Female
24
1
8
0
< 1 Year
Yes
41,909
152
246
0
367,560
Female
23
1
28
1
< 1 Year
No
39,852
152
116
0
307,870
Female
22
1
27
0
< 1 Year
Yes
2,630
152
80
0
219,646
Male
24
1
27
0
< 1 Year
Yes
24,266
151
288
0
279,905
Female
29
1
3
0
< 1 Year
Yes
2,630
152
117
0
282,786
Male
42
1
33
0
1-2 Year
Yes
26,714
124
261
0
271,206
Female
21
1
35
1
< 1 Year
No
35,012
160
215
0
103,323
Male
48
1
8
0
1-2 Year
Yes
39,298
26
79
0
348,893
Female
63
1
36
0
1-2 Year
Yes
27,984
124
159
0
310,960
Female
41
1
17
1
1-2 Year
No
22,015
124
140
0
123,197
Female
48
1
28
0
1-2 Year
Yes
54,775
26
258
0
195,281
Male
52
1
8
0
1-2 Year
Yes
39,607
7
73
0
40,993
Male
40
1
14
0
1-2 Year
Yes
31,361
124
130
0
305,791
Male
60
1
8
1
1-2 Year
Yes
39,377
124
245
0
475,748
Female
32
1
41
0
1-2 Year
Yes
2,630
156
294
1
15,424
Female
39
1
28
0
1-2 Year
Yes
57,044
124
189
0
209,182
Female
23
1
46
1
< 1 Year
No
44,469
151
151
0
163,149
Female
24
1
15
0
< 1 Year
Yes
28,561
152
78
0
495,636
Female
23
1
13
1
< 1 Year
No
23,312
26
184
0
211,941
Male
50
1
28
0
1-2 Year
Yes
27,684
26
181
0
392,543
Female
25
1
29
1
< 1 Year
No
43,492
152
121
0
181,827
Female
27
1
28
1
< 1 Year
No
52,472
152
284
0
158,000
Female
37
1
8
0
1-2 Year
Yes
44,330
124
180
0
280,696
Female
47
1
46
0
1-2 Year
Yes
2,630
26
191
0
422,333
Male
38
1
41
0
1-2 Year
Yes
2,630
156
186
1
406,119
Female
29
1
11
1
< 1 Year
No
32,036
152
11
0
219,384
Female
65
1
26
0
1-2 Year
Yes
37,180
120
127
0
166,999
Female
51
1
28
1
1-2 Year
No
46,139
26
173
0
76,442
Male
36
1
28
0
1-2 Year
Yes
24,807
23
208
1
286,713
Female
36
1
28
1
1-2 Year
No
44,392
124
13
0
129,683
Male
30
1
28
0
< 1 Year
Yes
36,160
124
247
1
70,922
Female
29
1
9
1
1-2 Year
No
30,078
124
21
0
282,812
Male
49
1
28
0
1-2 Year
Yes
28,727
44
115
0
66,267
Female
53
1
28
0
1-2 Year
No
42,724
55
68
0
122,362
Female
21
1
35
0
< 1 Year
No
2,630
160
233
0
308,751
Male
21
1
33
1
< 1 Year
No
31,531
152
164
0
64,626
Female
30
1
41
1
< 1 Year
No
28,698
152
265
0
422,963
Male
38
1
48
1
1-2 Year
No
2,630
26
70
0
188,074
Male
25
1
47
1
< 1 Year
No
29,216
152
235
0
187,896
Male
53
1
28
0
1-2 Year
Yes
42,229
124
286
0
102,133
Male
30
1
6
1
< 1 Year
No
26,211
152
262
0
278,454
Female
24
1
41
1
< 1 Year
No
24,559
152
239
0
56,731
Female
24
1
6
1
< 1 Year
No
27,994
152
131
0
282,081
Male
69
1
47
0
1-2 Year
Yes
49,910
26
150
0
162,745
Female
20
1
30
0
< 1 Year
No
25,701
160
283
0
29,067
Male
29
1
33
0
1-2 Year
Yes
36,470
163
76
0
236,200
Female
76
1
28
1
1-2 Year
No
56,749
26
165
0
437,653
Female
26
1
30
1
< 1 Year
No
29,742
152
36
0
424,307
Female
59
1
28
1
1-2 Year
No
41,246
152
118
0
150,123
Male
37
1
28
0
1-2 Year
Yes
46,756
124
285
0
39,738
Male
20
1
3
0
1-2 Year
No
2,630
156
129
0
39,744
Male
59
1
15
1
1-2 Year
No
36,104
26
126
0
473,013
Female
21
1
8
1
< 1 Year
No
36,543
160
120
0
308,657
Male
44
1
28
1
1-2 Year
No
37,966
26
276
0
89,576
Female
50
1
20
0
1-2 Year
Yes
2,630
124
281
1
240,265
Female
41
1
39
0
1-2 Year
Yes
2,630
156
49
0
467,273
Female
21
1
3
1
< 1 Year
No
22,909
160
233
0
113,194
Female
23
1
11
1
< 1 Year
No
24,261
152
91
0
354,108
Male
52
1
8
0
1-2 Year
Yes
31,969
26
131
0
7,446
Male
41
1
28
0
1-2 Year
Yes
2,630
124
11
0
363,372
Female
73
1
30
1
1-2 Year
No
42,089
26
26
0
378,110
Male
22
1
13
1
< 1 Year
No
17,355
152
242
0
26,372
Male
70
1
28
0
> 2 Years
Yes
33,028
122
155
0
431,664
Male
27
1
28
1
< 1 Year
No
32,883
152
185
0
30,070
Male
49
1
33
0
1-2 Year
Yes
31,870
154
120
1
261,844
Female
27
1
12
0
< 1 Year
Yes
27,925
152
265
0
191,298
Male
66
1
8
1
1-2 Year
No
39,139
19
102
0
215,547
Female
42
1
3
0
1-2 Year
Yes
20,697
124
282
0
459,558
Female
23
1
46
1
< 1 Year
No
37,651
160
127
0
190,934
Male
72
1
47
0
1-2 Year
Yes
2,630
156
27
0
336,487
Male
78
1
28
1
1-2 Year
No
49,296
26
49
0
285,267
Male
43
1
29
0
1-2 Year
Yes
39,660
124
206
1
116,047
Male
22
1
30
0
< 1 Year
Yes
35,406
152
54
0
334,264
Male
44
1
26
0
1-2 Year
Yes
48,308
26
113
0
168,816
Male
33
1
26
0
1-2 Year
Yes
29,671
22
149
0
337,200
Male
21
1
36
0
< 1 Year
Yes
33,595
152
160
0
242,539
Male
25
1
37
0
< 1 Year
Yes
37,368
151
82
0
189,646
Female
23
1
28
1
< 1 Year
No
36,936
152
78
0
57,536
Male
34
1
8
0
1-2 Year
Yes
35,742
26
258
1
316,374
Male
29
1
28
0
< 1 Year
Yes
43,287
152
77
1
381,888
Female
48
1
28
1
1-2 Year
No
2,630
124
61
0
221,776
Female
43
1
28
1
1-2 Year
No
38,832
26
129
0