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
216,892
Male
24
1
8
0
< 1 Year
Yes
2,630
152
146
0
36,089
Male
46
1
40
0
1-2 Year
Yes
2,630
156
114
1
169,049
Female
25
1
35
0
< 1 Year
No
32,919
152
101
0
302,220
Male
42
1
28
1
1-2 Year
No
54,656
122
80
0
401,042
Female
30
1
36
1
< 1 Year
No
23,019
152
44
0
471,919
Male
43
1
27
0
1-2 Year
Yes
26,412
124
234
1
157,565
Female
32
1
28
0
< 1 Year
Yes
33,705
124
223
0
366,187
Female
21
1
46
0
< 1 Year
No
34,346
160
43
0
231,317
Male
23
1
47
1
< 1 Year
No
35,977
152
254
0
247,290
Male
78
1
28
1
1-2 Year
No
36,833
124
220
0
489,255
Female
40
1
28
0
1-2 Year
Yes
65,663
26
233
1
422,897
Male
32
1
11
1
< 1 Year
No
2,630
160
230
0
67,632
Male
47
1
28
0
1-2 Year
Yes
43,901
26
20
1
108,064
Male
21
1
8
1
< 1 Year
No
67,377
160
77
0
288,153
Female
24
1
18
1
< 1 Year
No
30,728
152
172
0
194,395
Male
29
1
15
1
< 1 Year
No
31,345
152
183
0
99,046
Female
31
1
13
0
< 1 Year
Yes
31,029
152
140
0
428,151
Male
24
1
29
1
< 1 Year
No
21,892
152
109
0
299,788
Female
24
1
8
1
< 1 Year
No
52,510
152
198
0
103,145
Male
44
1
30
0
1-2 Year
Yes
24,572
26
141
1
218,618
Male
24
1
29
1
< 1 Year
No
41,554
152
241
0
214,400
Female
26
1
15
1
< 1 Year
No
39,652
151
213
0
283,318
Female
42
1
28
1
1-2 Year
No
28,141
26
266
0
311,243
Female
28
1
46
0
< 1 Year
Yes
2,630
156
100
0
128,621
Male
25
1
50
1
< 1 Year
No
35,154
152
188
0
92,761
Female
47
1
28
0
1-2 Year
Yes
71,033
26
138
1
158,324
Male
77
1
28
0
1-2 Year
Yes
44,968
124
193
0
350,496
Male
53
1
35
0
1-2 Year
Yes
23,809
124
171
0
70,938
Male
68
1
8
0
1-2 Year
Yes
33,686
26
23
1
262,266
Female
21
1
36
0
< 1 Year
Yes
31,090
152
146
0
364,026
Female
39
1
28
0
1-2 Year
No
38,973
155
68
0
54,572
Female
37
1
28
1
1-2 Year
No
40,347
152
240
0
436,883
Male
31
1
47
1
1-2 Year
No
33,905
124
206
0
269,452
Female
54
1
26
1
1-2 Year
No
37,497
22
51
0
435,458
Male
30
1
30
1
< 1 Year
No
32,715
152
78
0
270,790
Male
54
1
37
0
1-2 Year
Yes
39,051
124
60
0
456,328
Male
38
1
47
0
1-2 Year
Yes
2,630
156
259
1
130,667
Male
60
1
35
0
1-2 Year
Yes
42,636
10
135
0
171,114
Female
42
1
28
1
1-2 Year
No
29,382
124
264
0
27,523
Female
27
1
28
1
< 1 Year
No
29,743
152
88
0
443,734
Male
60
1
3
1
1-2 Year
No
21,501
26
262
0
95,182
Female
45
1
30
0
1-2 Year
Yes
38,428
140
278
1
461,375
Male
59
1
2
1
1-2 Year
No
36,728
26
293
0
12,574
Male
77
1
28
0
1-2 Year
Yes
66,524
124
10
0
205,176
Female
40
1
28
0
1-2 Year
Yes
46,918
26
78
0
489,446
Female
32
1
41
0
< 1 Year
Yes
31,571
124
190
1
326,849
Female
78
1
28
0
1-2 Year
Yes
42,981
26
61
0
387,437
Female
44
1
28
0
1-2 Year
Yes
43,797
26
188
1
247,592
Female
52
1
28
0
1-2 Year
Yes
2,630
122
94
0
81,907
Male
45
1
28
0
1-2 Year
Yes
41,476
122
86
0
427,891
Male
26
1
37
1
< 1 Year
No
2,630
152
149
0
342,380
Male
70
1
28
0
> 2 Years
Yes
37,262
122
287
0
99,649
Male
57
1
41
0
1-2 Year
Yes
34,041
124
108
0
289,392
Male
41
1
43
0
1-2 Year
Yes
37,044
26
133
0
66,882
Female
25
1
46
0
< 1 Year
Yes
2,630
152
126
0
304,565
Male
54
1
28
0
1-2 Year
Yes
29,947
124
174
0
504,745
Male
44
1
3
0
1-2 Year
Yes
2,630
124
254
1
165,083
Female
25
1
28
1
< 1 Year
No
44,330
152
125
0
193,955
Female
30
1
17
1
< 1 Year
No
2,630
152
289
0
303,479
Male
59
1
14
0
> 2 Years
Yes
33,295
124
71
1
276,950
Male
30
1
41
1
< 1 Year
No
2,630
152
105
0
139,012
Male
40
1
28
0
1-2 Year
Yes
49,045
26
224
0
346,379
Female
24
1
50
0
< 1 Year
Yes
37,193
152
90
0
327,933
Male
43
1
15
0
1-2 Year
Yes
2,630
124
262
1
475,837
Female
79
1
28
1
1-2 Year
No
39,440
26
229
0
383,545
Male
45
1
8
0
1-2 Year
Yes
37,744
26
274
1
279,073
Female
59
1
28
0
1-2 Year
Yes
38,139
26
294
0
92,513
Female
46
1
47
0
1-2 Year
Yes
39,971
26
46
0
209,083
Female
23
1
8
0
< 1 Year
No
29,311
152
174
0
216,908
Female
23
1
8
1
< 1 Year
No
34,894
152
298
0
425,089
Male
25
1
35
1
< 1 Year
No
2,630
160
131
0
81,691
Female
41
1
8
0
1-2 Year
Yes
41,588
19
216
0
116,740
Male
48
1
28
1
1-2 Year
Yes
24,630
124
56
0
366,079
Female
21
1
13
1
< 1 Year
No
25,742
152
230
0
17,910
Male
23
1
25
1
< 1 Year
No
28,766
152
13
0
310,753
Female
63
1
45
0
1-2 Year
No
33,613
124
152
0
441,802
Female
24
1
10
1
< 1 Year
No
25,804
152
13
0
27,436
Male
50
1
28
0
1-2 Year
Yes
2,630
124
152
0
140,736
Female
25
1
21
1
< 1 Year
No
41,090
152
289
0
23,336
Male
43
1
8
1
1-2 Year
No
2,630
26
148
0
162,517
Female
49
1
28
0
1-2 Year
Yes
38,349
124
85
0
440,732
Female
47
1
28
1
1-2 Year
No
41,214
61
260
0
183,550
Male
21
1
36
0
< 1 Year
Yes
34,994
160
67
0
165,623
Male
64
1
28
0
1-2 Year
Yes
26,446
26
298
1
159,023
Male
23
1
9
1
< 1 Year
No
28,497
152
185
0
43,216
Male
24
1
36
0
< 1 Year
Yes
37,183
152
137
0
10,847
Male
24
1
24
1
< 1 Year
No
29,845
152
159
0
329,311
Female
24
1
14
0
< 1 Year
Yes
2,630
152
263
0
333,186
Male
58
1
28
0
> 2 Years
Yes
34,479
26
148
0
330,778
Female
21
1
8
0
< 1 Year
Yes
34,148
160
273
0
209,616
Female
27
1
11
1
< 1 Year
No
27,188
152
112
0
133,722
Female
24
1
44
1
< 1 Year
No
30,499
152
59
0
214,047
Male
22
1
6
0
< 1 Year
Yes
53,643
152
92
0
483,627
Female
42
1
8
0
> 2 Years
Yes
76,079
124
169
1
367,039
Male
31
1
28
1
1-2 Year
Yes
37,349
154
295
0
138,400
Female
23
1
1
1
< 1 Year
No
2,630
152
11
0
362,459
Female
25
1
41
1
< 1 Year
No
29,329
152
203
0
231,867
Male
68
1
36
1
1-2 Year
No
45,564
30
112
0
246,534
Female
51
1
41
0
1-2 Year
Yes
30,539
26
254
1
37,260
Male
24
1
13
1
< 1 Year
No
26,519
152
198
0