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
368,687
Female
66
1
28
1
1-2 Year
No
35,845
124
215
0
466,545
Female
47
1
30
1
1-2 Year
No
2,630
26
37
0
45,444
Female
21
1
36
0
< 1 Year
No
2,630
160
256
0
444,003
Male
33
1
11
0
< 1 Year
Yes
30,656
152
149
1
75,368
Male
32
1
33
1
< 1 Year
No
25,551
152
179
0
428,004
Male
73
1
28
1
1-2 Year
No
2,630
26
295
0
452,584
Male
49
1
8
0
1-2 Year
Yes
38,366
26
124
1
339,553
Male
24
1
43
1
< 1 Year
No
23,895
152
113
0
158,394
Male
55
1
14
0
1-2 Year
Yes
25,749
26
298
0
262,211
Female
50
1
28
0
1-2 Year
Yes
76,276
124
278
1
395,979
Male
28
1
28
1
< 1 Year
No
55,041
152
91
0
339,485
Female
48
1
50
0
1-2 Year
No
34,667
124
189
0
491,960
Female
27
1
28
1
< 1 Year
No
31,620
152
23
0
80,781
Female
25
1
10
0
< 1 Year
No
36,884
152
54
0
18,467
Male
46
1
28
0
1-2 Year
Yes
29,069
11
245
0
237,131
Female
36
1
11
0
1-2 Year
Yes
34,178
124
115
0
273,193
Male
63
1
46
0
1-2 Year
No
45,323
92
85
0
33,217
Female
30
1
22
1
< 1 Year
No
27,923
152
34
0
213,581
Female
24
1
41
1
< 1 Year
No
27,715
152
261
0
10,211
Female
23
1
8
1
< 1 Year
No
31,862
151
225
0
55,433
Female
27
1
18
1
< 1 Year
No
32,787
152
61
0
217,543
Male
38
1
28
1
1-2 Year
No
49,773
124
258
0
46,198
Male
48
1
28
0
1-2 Year
Yes
44,856
26
158
1
420,980
Male
21
1
32
1
< 1 Year
No
30,109
152
62
0
239,932
Male
60
1
28
0
1-2 Year
Yes
34,734
124
85
0
353,999
Male
45
1
28
0
1-2 Year
Yes
49,309
26
208
0
222,425
Female
70
1
28
0
1-2 Year
Yes
45,963
26
218
1
75,564
Male
48
1
28
0
1-2 Year
Yes
36,166
26
262
0
11,207
Female
43
1
28
0
1-2 Year
Yes
44,276
52
46
0
79,806
Male
54
1
42
0
1-2 Year
Yes
28,483
26
14
0
275,022
Male
21
1
46
1
< 1 Year
No
23,364
152
146
0
435,660
Female
35
1
21
1
1-2 Year
No
39,364
151
260
0
406,733
Male
45
1
28
0
1-2 Year
Yes
2,630
26
101
1
16,959
Male
22
1
30
1
< 1 Year
No
23,597
152
71
0
431,428
Female
48
1
28
1
1-2 Year
No
27,047
55
43
0
234,600
Female
25
1
33
1
< 1 Year
No
32,344
152
93
0
53,415
Female
77
1
15
1
1-2 Year
No
37,024
124
17
0
337,936
Male
21
1
29
1
< 1 Year
No
27,863
152
244
0
351,949
Female
55
1
46
0
1-2 Year
Yes
46,391
3
92
1
389,533
Male
24
1
36
1
< 1 Year
No
45,599
152
123
0
477,407
Male
32
1
41
0
1-2 Year
Yes
30,015
26
226
1
188,735
Male
27
1
41
1
< 1 Year
No
35,683
152
36
0
408,385
Female
68
1
28
1
1-2 Year
No
50,595
122
27
0
13,927
Male
25
1
28
1
< 1 Year
No
28,515
152
91
0
311,449
Male
25
1
12
1
< 1 Year
No
16,961
152
124
0
166,530
Female
22
1
41
1
< 1 Year
No
28,055
152
239
0
88,064
Male
52
1
45
0
1-2 Year
Yes
2,630
26
123
0
26,027
Female
35
1
36
1
1-2 Year
Yes
2,630
156
18
0
341,759
Female
51
1
28
0
1-2 Year
Yes
51,568
122
100
0
464,784
Female
56
1
33
0
1-2 Year
Yes
2,630
157
104
1
295,532
Male
43
1
19
0
1-2 Year
Yes
2,630
124
211
0
316,917
Male
69
1
28
0
1-2 Year
No
41,802
26
240
0
465,551
Male
49
1
8
0
1-2 Year
Yes
37,048
26
151
1
212,503
Male
43
1
8
1
1-2 Year
No
34,729
124
94
0
431,821
Female
28
1
36
1
< 1 Year
No
32,265
152
240
0
144,986
Male
39
1
10
0
1-2 Year
Yes
2,630
163
248
0
34,354
Male
25
1
45
1
< 1 Year
No
23,311
152
296
0
181,760
Male
22
1
2
0
< 1 Year
Yes
28,737
152
270
0
172,915
Female
39
1
50
1
1-2 Year
No
27,793
8
75
0
479,773
Male
24
1
10
1
< 1 Year
No
29,170
152
111
0
32,550
Male
21
1
36
1
< 1 Year
No
30,542
160
102
0
179,290
Female
25
1
28
1
< 1 Year
No
65,203
152
128
0
405,593
Male
40
1
28
0
1-2 Year
Yes
22,373
124
63
1
364,628
Female
26
1
11
1
< 1 Year
No
29,259
152
172
0
264,635
Female
25
1
28
0
< 1 Year
Yes
45,984
152
133
0
81,554
Female
27
1
31
1
< 1 Year
No
2,630
152
206
0
85,912
Female
20
1
37
0
< 1 Year
Yes
33,245
160
27
0
124,328
Male
48
1
43
0
1-2 Year
Yes
31,315
124
185
0
375,726
Male
76
1
46
0
1-2 Year
Yes
27,296
124
62
0
179,331
Male
66
1
28
1
1-2 Year
No
39,664
26
104
0
293,078
Female
22
1
15
0
< 1 Year
Yes
44,900
152
158
0
140,604
Female
50
1
39
1
1-2 Year
No
2,630
127
80
0
8,006
Male
22
1
37
1
< 1 Year
No
19,631
26
166
0
438,463
Male
60
1
48
1
1-2 Year
No
2,630
15
35
0
370,129
Female
24
1
2
1
< 1 Year
No
32,812
152
247
0
431,924
Male
45
1
28
0
1-2 Year
Yes
41,200
124
171
1
494,106
Male
43
1
13
1
1-2 Year
No
2,630
26
284
0
349,973
Male
26
1
39
1
< 1 Year
No
2,630
160
202
0
337,135
Male
77
1
28
0
1-2 Year
Yes
46,354
122
69
0
39,985
Female
22
1
45
1
< 1 Year
Yes
2,630
160
158
0
407,096
Female
51
1
8
1
1-2 Year
No
2,630
124
271
0
279,833
Male
24
1
11
1
< 1 Year
No
25,221
152
77
0
175,410
Female
26
1
46
1
< 1 Year
No
27,355
152
46
0
105,626
Female
44
1
28
0
1-2 Year
No
65,920
13
92
0
431,460
Female
26
1
32
1
< 1 Year
No
23,423
152
10
0
281,587
Male
23
1
47
0
< 1 Year
Yes
37,864
152
251
0
420,181
Female
25
1
46
1
< 1 Year
No
44,164
152
48
0
346,259
Male
47
1
28
0
1-2 Year
Yes
66,340
26
23
1
354,605
Male
59
1
47
0
1-2 Year
No
31,613
152
290
0
350,268
Female
23
1
30
1
< 1 Year
No
22,847
152
231
0
367,593
Female
26
1
29
1
< 1 Year
No
23,741
152
75
0
507,888
Male
27
1
29
1
< 1 Year
No
34,038
152
51
0
218,739
Female
28
1
28
0
< 1 Year
Yes
39,501
160
28
0
225,303
Female
39
1
28
0
1-2 Year
Yes
43,899
124
102
1
50,762
Female
24
1
13
0
< 1 Year
No
23,720
160
131
0
5,831
Male
23
1
2
1
< 1 Year
No
2,630
152
44
0
109,937
Male
78
1
47
0
1-2 Year
No
24,143
16
263
0
256,609
Female
26
1
28
0
< 1 Year
Yes
2,630
156
132
1
380,624
Female
24
1
21
1
< 1 Year
No
21,316
152
131
0
55,726
Female
22
1
30
1
< 1 Year
No
32,736
152
245
0