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
330,294
Male
32
1
18
0
< 1 Year
Yes
27,213
152
244
0
107,927
Female
42
1
11
0
1-2 Year
No
2,630
157
149
1
337,662
Female
60
1
28
1
1-2 Year
No
27,825
26
253
0
308,627
Male
43
1
28
0
1-2 Year
Yes
31,658
26
253
1
234,187
Male
68
1
28
0
> 2 Years
Yes
46,048
26
198
0
447,309
Male
27
1
28
1
< 1 Year
No
46,327
152
22
0
355,452
Female
44
1
8
0
1-2 Year
Yes
34,671
124
49
0
433,516
Female
27
1
8
1
< 1 Year
No
40,661
152
62
0
462,280
Male
45
1
28
0
1-2 Year
Yes
47,070
124
158
1
380,458
Female
46
1
39
0
1-2 Year
No
2,630
124
148
0
307,127
Female
43
1
15
1
1-2 Year
No
28,998
152
28
0
364,712
Male
55
1
41
0
1-2 Year
Yes
44,290
26
12
0
250,715
Male
46
1
28
1
1-2 Year
No
40,252
124
172
0
181,746
Male
45
1
28
0
1-2 Year
Yes
25,545
26
204
1
136,295
Male
21
1
9
0
< 1 Year
No
29,772
160
188
0
310,897
Male
48
1
28
1
1-2 Year
No
39,146
124
89
0
443,775
Female
51
1
28
0
1-2 Year
Yes
38,071
26
48
1
100,948
Male
41
1
30
1
1-2 Year
No
2,630
140
231
0
146,727
Male
31
1
24
0
1-2 Year
Yes
2,630
156
196
0
258,861
Male
26
1
46
1
< 1 Year
No
25,513
152
59
0
231,204
Male
45
1
28
1
1-2 Year
No
38,197
124
88
0
26,310
Female
41
1
28
0
1-2 Year
Yes
42,480
26
16
1
96,119
Female
31
1
50
1
< 1 Year
No
38,635
152
255
0
33,442
Male
66
1
8
0
1-2 Year
Yes
32,423
7
129
1
84,853
Female
25
1
8
0
< 1 Year
Yes
40,764
152
140
0
62,090
Male
53
1
46
1
1-2 Year
No
2,630
26
124
0
389,372
Female
53
1
28
1
1-2 Year
No
55,656
124
118
0
168,749
Male
44
1
26
1
1-2 Year
No
37,203
124
77
0
48,679
Female
30
1
3
0
< 1 Year
Yes
31,074
160
37
0
201,358
Female
23
1
6
1
< 1 Year
No
21,546
152
208
0
105,087
Female
56
1
12
0
> 2 Years
Yes
33,017
26
42
0
354,547
Male
39
1
41
0
1-2 Year
Yes
34,162
124
49
0
10,769
Female
21
1
22
1
< 1 Year
No
32,273
152
88
0
144,438
Male
30
1
41
1
< 1 Year
No
43,019
152
133
0
320,994
Male
71
1
8
0
1-2 Year
Yes
40,646
26
43
0
149,752
Male
54
1
6
1
1-2 Year
No
37,904
160
153
0
183,964
Male
57
1
8
1
1-2 Year
No
39,249
124
181
0
213,225
Female
24
1
15
1
< 1 Year
No
35,501
122
133
0
148,773
Female
34
1
28
0
1-2 Year
Yes
42,830
124
100
0
201,879
Male
23
1
11
1
< 1 Year
No
32,970
152
181
0
415,888
Female
24
1
2
1
< 1 Year
No
30,142
152
243
0
244,296
Male
53
1
8
0
1-2 Year
Yes
33,084
124
159
1
11,514
Male
27
1
28
0
< 1 Year
Yes
27,419
152
295
0
296,347
Female
23
1
10
0
< 1 Year
Yes
26,852
152
227
0
480,178
Male
49
1
28
0
1-2 Year
Yes
81,320
26
262
1
25,588
Female
22
1
39
1
< 1 Year
No
38,333
152
51
0
73,336
Male
23
1
47
1
< 1 Year
No
39,351
152
109
0
358,683
Female
36
1
28
0
1-2 Year
Yes
31,762
122
36
0
298,197
Female
26
1
5
1
< 1 Year
No
25,191
152
248
0
378,717
Male
28
1
46
0
< 1 Year
Yes
37,267
160
119
0
30,440
Male
34
1
30
0
1-2 Year
Yes
13,436
154
270
1
141,839
Male
58
1
28
0
> 2 Years
Yes
2,630
124
248
0
489,932
Female
39
1
28
0
1-2 Year
Yes
28,757
26
60
1
181,039
Male
64
1
7
0
1-2 Year
Yes
31,810
124
232
0
253,356
Male
25
1
28
1
< 1 Year
No
48,512
152
153
0
66,858
Female
26
1
30
0
1-2 Year
No
2,630
124
84
0
24,654
Male
78
1
4
0
1-2 Year
Yes
35,328
124
206
0
181,212
Female
26
1
3
0
< 1 Year
Yes
2,630
160
190
0
125,328
Male
56
1
29
0
1-2 Year
Yes
2,630
157
49
1
416,830
Female
24
1
12
1
< 1 Year
No
20,798
152
33
0
247,387
Male
42
1
28
0
1-2 Year
Yes
46,752
124
30
0
440,526
Female
26
1
35
1
< 1 Year
No
71,842
152
47
0
61,400
Male
41
1
48
0
1-2 Year
Yes
26,207
26
168
1
110,420
Male
29
1
28
1
< 1 Year
No
78,224
152
286
0
320,070
Female
40
1
38
0
1-2 Year
Yes
43,503
124
287
1
330,467
Male
22
1
47
0
< 1 Year
No
28,064
152
208
0
506,621
Male
49
1
28
0
1-2 Year
Yes
34,947
31
51
1
173,084
Male
64
1
39
0
1-2 Year
Yes
65,313
127
124
0
403,995
Male
23
1
8
1
< 1 Year
No
38,030
152
129
0
479,997
Male
20
1
46
1
< 1 Year
No
31,838
160
33
0
172,178
Female
60
1
11
0
1-2 Year
Yes
35,291
30
97
0
338,025
Male
33
1
29
1
< 1 Year
No
25,917
152
270
0
348,042
Male
41
1
28
0
> 2 Years
Yes
33,060
26
47
1
231,756
Female
69
1
8
1
1-2 Year
No
48,705
7
83
0
4,532
Male
21
1
21
1
< 1 Year
No
31,124
152
217
0
239,001
Male
48
1
17
0
1-2 Year
Yes
50,744
26
233
1
241,518
Male
49
1
28
0
> 2 Years
Yes
59,214
124
266
1
100,264
Female
74
1
6
1
1-2 Year
No
41,603
26
203
0
398,862
Male
23
1
14
1
< 1 Year
No
59,692
152
166
0
302,657
Male
24
1
5
0
< 1 Year
No
31,116
152
139
0
41,907
Female
22
1
28
1
1-2 Year
No
27,944
163
170
0
331,194
Male
72
1
28
1
1-2 Year
No
38,807
61
266
0
237,613
Male
50
1
8
1
1-2 Year
No
41,536
26
23
0
355,802
Male
53
1
28
1
1-2 Year
No
25,346
26
99
0
232,010
Male
22
1
15
0
< 1 Year
Yes
28,984
152
201
0
321,020
Female
40
1
15
0
1-2 Year
Yes
27,461
152
71
0
325,976
Female
22
1
7
1
< 1 Year
Yes
37,518
160
197
0
241,495
Male
27
1
2
0
1-2 Year
No
2,630
124
19
0
402,594
Female
24
1
30
1
< 1 Year
No
31,222
152
105
0
365,762
Male
44
1
38
0
1-2 Year
Yes
34,377
25
113
1
98,423
Male
25
1
14
1
< 1 Year
No
25,500
152
282
0
494,414
Male
25
1
48
1
< 1 Year
No
2,630
152
164
0
340,927
Female
23
1
27
1
< 1 Year
No
22,574
152
212
0
132,182
Female
45
1
28
0
1-2 Year
Yes
2,630
124
134
0
99,670
Male
43
1
6
1
1-2 Year
No
29,908
26
230
0
331,009
Male
50
1
9
0
1-2 Year
Yes
22,858
26
260
1
61,359
Male
20
1
10
0
< 1 Year
Yes
32,135
160
90
0
27,534
Female
23
1
24
1
< 1 Year
No
29,570
26
169
0
220,131
Male
24
1
2
1
< 1 Year
No
25,861
152
264
0
193,973
Female
26
1
36
0
< 1 Year
Yes
28,907
152
64
0