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
373,175
Female
21
1
33
1
< 1 Year
No
30,324
152
158
0
362,651
Female
75
1
28
1
1-2 Year
No
45,217
16
270
0
129,476
Female
23
1
35
1
< 1 Year
No
30,436
152
212
0
485,155
Female
51
1
28
0
1-2 Year
Yes
44,640
26
231
1
359,772
Male
50
1
43
0
1-2 Year
Yes
2,630
156
34
1
149,857
Male
43
1
41
0
1-2 Year
Yes
23,968
124
29
1
266,093
Female
23
1
11
1
< 1 Year
No
28,154
152
45
0
126,346
Male
49
1
29
0
1-2 Year
No
36,054
124
219
0
105,608
Female
40
1
28
0
1-2 Year
Yes
35,946
26
268
0
118,725
Male
22
1
46
0
< 1 Year
No
24,186
152
21
0
121,339
Male
59
1
28
0
1-2 Year
Yes
2,630
124
232
0
100,543
Male
21
1
6
1
< 1 Year
No
27,144
152
236
0
234,219
Female
60
1
28
0
> 2 Years
Yes
58,170
122
297
1
443,127
Female
50
1
28
0
1-2 Year
Yes
51,472
26
219
1
188,273
Male
26
1
3
1
1-2 Year
No
17,445
124
65
0
57,956
Male
48
1
28
0
1-2 Year
Yes
30,565
26
178
0
263,506
Male
28
1
21
1
< 1 Year
No
29,242
152
283
0
437,148
Male
36
1
21
0
1-2 Year
Yes
32,162
124
293
1
440,121
Male
24
1
36
1
< 1 Year
No
33,878
152
180
0
476,272
Male
58
1
28
0
1-2 Year
Yes
38,287
26
98
1
29,028
Female
67
1
28
1
1-2 Year
No
23,073
124
39
0
21,750
Female
28
1
50
1
< 1 Year
No
32,402
152
166
0
148,948
Female
22
1
29
1
< 1 Year
No
44,027
152
265
0
85,969
Male
24
1
50
1
< 1 Year
No
50,827
152
175
0
29,115
Female
67
1
41
1
< 1 Year
No
2,630
1
172
0
411,452
Female
33
1
15
1
< 1 Year
No
33,032
152
280
0
29,411
Male
23
1
28
0
< 1 Year
Yes
41,119
152
233
1
333,116
Female
40
1
28
0
1-2 Year
Yes
30,854
26
173
1
286,177
Male
45
1
28
1
1-2 Year
No
29,794
26
260
0
429,281
Male
27
1
21
1
< 1 Year
No
28,113
152
135
0
388,747
Female
54
1
46
1
1-2 Year
No
32,948
11
82
0
443,822
Female
36
1
28
0
1-2 Year
Yes
38,670
26
215
1
191,392
Female
28
1
8
1
< 1 Year
No
2,630
152
11
0
448,400
Female
36
1
28
0
1-2 Year
Yes
35,733
26
38
1
156,269
Female
38
1
28
0
1-2 Year
Yes
57,221
122
20
0
231,581
Male
63
1
30
1
1-2 Year
No
38,609
26
19
0
433,085
Male
45
1
28
0
1-2 Year
Yes
53,633
26
21
1
302,303
Female
56
1
28
1
1-2 Year
No
69,856
26
293
0
439,296
Female
36
1
26
0
1-2 Year
Yes
38,904
26
173
1
408,299
Male
48
1
28
0
1-2 Year
Yes
42,649
122
175
1
281,400
Male
26
1
41
0
< 1 Year
Yes
44,926
152
245
0
170,047
Female
47
1
28
0
> 2 Years
Yes
26,771
13
45
0
495,110
Male
26
1
8
1
< 1 Year
No
38,584
152
68
0
278,485
Male
30
1
28
0
< 1 Year
Yes
33,636
154
32
0
244,282
Male
35
1
7
0
1-2 Year
Yes
2,630
124
146
1
141,490
Female
23
1
12
1
< 1 Year
No
33,450
152
265
0
359,425
Female
46
1
33
1
1-2 Year
No
34,471
26
21
0
261,251
Female
49
1
15
0
1-2 Year
Yes
27,278
152
153
0
248,769
Male
43
1
28
0
> 2 Years
Yes
42,324
147
55
0
171,368
Male
50
1
18
0
1-2 Year
Yes
30,681
26
192
0
72,754
Male
40
1
35
0
1-2 Year
Yes
27,406
124
229
1
251,227
Female
34
1
21
1
1-2 Year
No
2,630
152
28
0
376,125
Female
39
1
28
0
> 2 Years
Yes
48,967
124
26
1
407,050
Female
42
1
28
0
> 2 Years
Yes
44,997
26
147
1
232,124
Female
63
1
50
1
1-2 Year
No
33,174
8
278
0
198,272
Male
30
1
28
1
< 1 Year
No
24,897
152
202
0
496,763
Female
35
1
35
0
1-2 Year
Yes
52,918
154
164
1
294,753
Female
22
1
46
1
< 1 Year
No
25,574
152
60
0
268,445
Female
23
1
8
0
< 1 Year
Yes
33,121
26
224
0
109,851
Female
60
1
47
0
< 1 Year
No
2,630
1
156
0
199,313
Female
63
1
28
0
> 2 Years
Yes
34,750
124
24
0
33,877
Male
31
1
3
1
1-2 Year
No
28,577
24
47
0
259,733
Male
39
1
8
0
1-2 Year
Yes
21,320
124
208
0
235,787
Female
71
1
46
0
1-2 Year
Yes
52,700
26
277
0
498,714
Female
22
1
13
1
< 1 Year
No
15,728
152
12
0
452,393
Male
23
1
8
1
< 1 Year
No
31,603
152
276
0
13,571
Male
49
1
28
0
> 2 Years
Yes
35,682
124
172
0
499,797
Male
39
1
32
0
1-2 Year
Yes
27,778
124
221
1
371,826
Female
37
1
21
1
1-2 Year
No
28,652
26
155
0
227,892
Male
25
1
28
1
< 1 Year
No
38,664
152
246
0
165,288
Female
20
1
47
0
< 1 Year
Yes
32,667
160
83
0
207,745
Male
76
1
28
0
1-2 Year
Yes
39,394
13
160
0
299,640
Female
35
1
18
1
1-2 Year
No
24,265
152
54
0
233,137
Male
27
1
2
1
< 1 Year
No
36,742
152
28
0
154,211
Female
22
1
19
1
< 1 Year
No
29,965
152
63
0
213,357
Male
22
1
37
0
< 1 Year
No
2,630
152
241
0
88,277
Male
21
1
46
1
< 1 Year
No
35,901
160
50
0
152,624
Female
22
1
41
1
< 1 Year
No
34,764
152
251
0
9,939
Female
43
1
8
1
1-2 Year
No
42,329
124
14
0
322,174
Male
66
1
28
1
1-2 Year
No
44,817
26
237
0
114,993
Male
44
1
28
0
1-2 Year
No
35,032
26
176
0
226,622
Female
51
1
28
1
1-2 Year
No
57,749
124
287
0
304,285
Male
69
1
33
0
1-2 Year
Yes
32,665
26
70
0
459,563
Male
23
1
32
1
< 1 Year
No
35,008
152
120
0
457,961
Male
57
1
28
0
1-2 Year
Yes
2,630
26
98
1
426,451
Male
23
1
8
1
< 1 Year
No
45,539
152
96
0
106,269
Male
23
1
30
0
< 1 Year
Yes
28,177
152
260
0
223,257
Female
25
1
28
1
< 1 Year
No
33,981
152
58
0
244,434
Female
22
1
14
1
< 1 Year
No
23,408
152
15
0
499,038
Female
49
1
3
0
1-2 Year
Yes
23,920
124
76
1
96,359
Female
32
1
10
0
1-2 Year
Yes
2,630
156
236
0
361,054
Female
23
1
45
1
< 1 Year
No
19,784
151
109
0
212,566
Female
53
1
8
1
1-2 Year
No
34,899
26
299
0
184,367
Male
47
1
28
0
1-2 Year
Yes
48,490
52
147
0
203,889
Male
39
1
46
0
1-2 Year
Yes
23,364
21
190
0
85,959
Female
77
1
28
0
1-2 Year
Yes
60,595
26
259
0
161,753
Female
41
1
29
0
1-2 Year
Yes
29,890
26
289
0
31,561
Female
44
1
4
0
1-2 Year
Yes
25,992
55
224
0
255,938
Female
25
1
19
1
< 1 Year
No
2,630
152
133
0
48,455
Male
55
1
28
0
1-2 Year
Yes
46,305
26
30
0