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
82,669
Female
23
1
34
1
< 1 Year
No
2,630
152
106
0
410,002
Female
24
1
6
1
< 1 Year
No
28,520
152
233
0
330,850
Female
58
1
28
1
1-2 Year
Yes
42,176
26
102
0
126,481
Male
31
1
6
0
1-2 Year
No
2,630
156
170
1
81,856
Female
24
1
3
1
< 1 Year
No
33,216
152
32
0
241,668
Female
52
1
20
0
> 2 Years
Yes
2,630
157
240
0
90,189
Male
53
1
46
0
1-2 Year
Yes
29,404
124
141
0
473,954
Male
46
1
50
1
1-2 Year
No
38,713
26
61
0
143,535
Male
22
1
46
1
< 1 Year
No
34,835
152
240
0
137,141
Female
66
1
48
0
> 2 Years
Yes
2,630
26
12
0
147,539
Female
35
1
46
0
1-2 Year
Yes
25,518
157
116
0
156,583
Male
31
1
46
0
< 1 Year
Yes
25,106
124
11
1
260,005
Female
40
1
35
0
1-2 Year
Yes
2,630
157
183
0
104,103
Male
52
1
46
1
1-2 Year
No
27,935
26
48
0
248,675
Female
38
1
3
0
1-2 Year
No
23,796
124
139
0
16,811
Male
25
1
36
0
< 1 Year
Yes
2,630
152
44
1
280,670
Male
26
1
28
1
< 1 Year
No
37,278
152
127
0
299,510
Male
69
1
18
1
1-2 Year
No
29,371
26
230
0
226,427
Male
41
1
28
0
> 2 Years
Yes
41,105
13
241
0
417,178
Male
50
1
9
1
1-2 Year
No
22,701
26
57
0
185,976
Male
40
1
29
1
1-2 Year
No
32,090
124
44
0
495,688
Male
49
1
28
1
1-2 Year
No
34,973
26
187
0
258,971
Female
43
1
28
0
1-2 Year
Yes
27,543
61
243
0
218,935
Female
27
1
38
1
< 1 Year
No
2,630
152
146
0
180,552
Female
25
1
15
0
< 1 Year
Yes
34,953
152
211
0
36,141
Female
57
1
46
0
1-2 Year
No
46,493
26
281
0
121,739
Male
43
1
33
0
1-2 Year
Yes
2,630
124
242
1
378,124
Female
36
1
14
0
1-2 Year
No
2,630
156
103
0
115,465
Male
26
1
46
1
< 1 Year
No
26,266
26
165
0
124,006
Male
52
1
44
1
1-2 Year
No
2,630
26
123
0
482,606
Male
23
1
29
1
< 1 Year
No
52,526
152
172
0
379,193
Female
41
1
47
1
1-2 Year
No
27,640
124
215
0
285,615
Male
30
1
28
0
< 1 Year
Yes
36,060
154
171
0
156,171
Male
45
1
28
0
1-2 Year
Yes
32,152
124
108
0
149,932
Female
66
1
28
1
1-2 Year
No
46,272
139
170
0
185,943
Female
49
1
41
0
1-2 Year
No
39,243
26
283
0
161,082
Male
42
1
28
1
1-2 Year
No
26,777
30
206
0
376,750
Female
23
1
10
1
< 1 Year
No
2,630
152
186
0
198,839
Male
70
1
6
0
> 2 Years
Yes
2,630
156
40
0
271,023
Female
61
1
3
1
1-2 Year
No
26,401
152
156
0
155,903
Female
43
1
41
0
1-2 Year
Yes
32,104
26
277
0
288,912
Female
24
1
35
0
< 1 Year
Yes
25,379
152
25
1
342,258
Female
22
1
41
1
< 1 Year
No
33,977
152
157
0
310,560
Female
20
1
31
1
< 1 Year
No
2,630
160
298
0
433,714
Male
26
1
3
1
< 1 Year
No
19,846
152
297
0
334,467
Male
60
1
29
1
1-2 Year
No
37,150
26
200
0
222,630
Male
29
1
3
0
1-2 Year
Yes
2,630
154
26
0
101,523
Female
24
1
30
1
< 1 Year
No
35,122
152
200
0
458,767
Female
21
1
30
1
< 1 Year
No
29,686
152
38
0
356,730
Female
44
1
21
0
1-2 Year
Yes
2,630
124
81
1
79,863
Male
25
1
35
1
< 1 Year
No
31,776
152
200
0
381,994
Male
26
1
11
1
< 1 Year
No
2,630
152
85
0
148,392
Male
61
1
17
1
1-2 Year
No
85,235
26
82
0
398,513
Female
53
1
24
0
1-2 Year
Yes
29,992
124
76
1
256,606
Female
22
1
46
1
< 1 Year
No
17,963
152
85
0
234,385
Male
72
1
28
1
1-2 Year
No
67,433
124
84
0
118,246
Male
44
1
28
0
1-2 Year
Yes
40,739
26
216
1
394,242
Male
49
1
45
1
1-2 Year
No
28,512
26
237
0
316,673
Female
47
1
28
0
1-2 Year
Yes
36,529
124
227
0
398,487
Male
26
1
21
1
< 1 Year
No
29,655
152
21
0
332,537
Female
20
1
30
0
< 1 Year
Yes
2,630
160
193
0
317,075
Male
29
1
30
0
< 1 Year
Yes
39,232
152
161
1
432,872
Female
23
1
17
1
< 1 Year
No
37,546
26
77
0
159,005
Female
25
1
8
1
< 1 Year
No
2,630
26
152
0
115,001
Female
25
1
14
1
< 1 Year
No
2,630
152
85
0
262,045
Female
25
1
16
0
< 1 Year
Yes
2,630
160
283
0
300,334
Male
21
1
30
1
< 1 Year
No
46,932
152
201
0
310,200
Male
31
1
46
0
< 1 Year
Yes
27,059
156
183
1
378,390
Female
23
1
45
1
< 1 Year
No
25,044
152
188
0
311,578
Female
43
1
28
0
1-2 Year
Yes
39,502
124
265
1
122,702
Female
22
1
30
1
< 1 Year
No
24,074
152
134
0
131,078
Male
29
1
29
0
1-2 Year
Yes
26,863
26
32
1
18,607
Male
62
1
28
0
1-2 Year
Yes
25,170
122
223
1
265,580
Female
27
1
41
1
< 1 Year
No
23,891
152
223
0
415,415
Male
37
1
28
0
1-2 Year
Yes
31,750
124
142
1
307,011
Female
41
1
14
0
1-2 Year
Yes
27,753
124
107
0
105,657
Female
23
1
17
0
< 1 Year
Yes
2,630
152
223
0
2,951
Male
33
1
29
0
1-2 Year
Yes
30,187
163
200
0
33,161
Female
74
1
28
0
1-2 Year
Yes
25,020
26
13
0
360,233
Male
31
1
37
1
< 1 Year
No
31,145
152
11
0
307,182
Female
32
1
28
0
< 1 Year
Yes
47,375
124
170
1
134,602
Female
24
1
49
0
< 1 Year
Yes
25,548
151
20
0
412,456
Female
44
1
28
0
1-2 Year
Yes
56,080
124
105
1
254,236
Male
23
1
13
1
< 1 Year
No
24,911
160
77
0
365,505
Female
38
1
47
0
1-2 Year
Yes
29,863
26
107
0
497,061
Female
25
1
10
1
< 1 Year
No
30,176
152
198
0
111,193
Female
72
1
28
0
1-2 Year
Yes
2,630
29
160
0
138,492
Female
69
1
28
0
1-2 Year
Yes
35,428
122
270
0
6,519
Male
63
1
0
0
1-2 Year
Yes
2,630
118
223
0
9,788
Female
41
1
34
0
1-2 Year
Yes
37,070
26
89
0
102,053
Female
27
1
47
1
< 1 Year
No
37,566
152
145
0
22,079
Male
28
1
41
1
< 1 Year
No
34,255
152
191
0
110,956
Female
66
1
28
0
1-2 Year
Yes
30,403
26
169
0
133,377
Male
33
1
48
0
1-2 Year
Yes
2,630
157
218
1
221,164
Female
76
0
6
0
1-2 Year
No
29,216
122
87
0
369,611
Male
72
1
28
0
1-2 Year
Yes
2,630
122
253
0
433,903
Female
41
1
28
0
1-2 Year
Yes
2,630
156
222
1
219,634
Male
67
1
28
0
1-2 Year
Yes
2,630
26
294
1
251,893
Female
25
1
7
1
< 1 Year
No
2,630
152
73
0
80,719
Female
25
1
8
1
< 1 Year
No
38,854
152
218
0