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
376,564
Female
28
1
36
1
< 1 Year
No
2,630
26
273
0
136,010
Male
50
1
28
0
1-2 Year
Yes
41,271
154
248
1
297,835
Male
69
1
41
0
1-2 Year
Yes
25,078
12
296
0
215,396
Male
26
1
33
1
< 1 Year
No
30,161
152
210
0
283,016
Male
71
1
20
0
1-2 Year
Yes
2,630
26
224
0
166,944
Male
43
1
28
0
1-2 Year
Yes
44,095
124
114
0
255,455
Male
72
1
28
0
> 2 Years
Yes
32,664
122
13
1
172,981
Male
22
1
32
1
< 1 Year
No
29,820
152
82
0
45,425
Female
24
1
45
1
< 1 Year
No
30,405
152
57
0
82,890
Male
48
1
28
0
1-2 Year
Yes
29,834
26
245
0
346,985
Female
20
1
3
0
< 1 Year
Yes
2,630
160
30
0
24,557
Male
25
1
36
1
< 1 Year
No
36,732
152
132
0
193,053
Female
22
1
18
1
< 1 Year
No
33,374
152
250
0
34,623
Male
69
1
46
0
1-2 Year
Yes
67,557
11
111
0
29,257
Female
74
1
28
0
1-2 Year
Yes
27,441
26
174
0
327,588
Female
49
1
48
0
1-2 Year
Yes
2,630
26
277
1
372,540
Male
22
1
30
1
< 1 Year
No
37,339
152
151
0
261,270
Male
36
1
28
1
1-2 Year
No
2,630
124
241
0
51,407
Male
21
1
17
0
< 1 Year
Yes
26,072
160
108
0
22,243
Female
27
1
46
1
< 1 Year
No
35,033
152
189
0
15,963
Female
27
1
28
1
< 1 Year
Yes
47,724
156
183
0
175,275
Male
24
1
26
0
< 1 Year
Yes
38,582
26
224
0
120,878
Male
45
1
28
0
1-2 Year
Yes
48,356
47
197
0
277,980
Male
28
1
5
1
< 1 Year
No
2,630
152
225
0
88,646
Male
54
1
8
1
1-2 Year
No
55,158
26
267
0
242,880
Male
45
1
6
0
1-2 Year
Yes
35,420
124
289
0
48,613
Female
46
1
32
1
1-2 Year
No
21,474
124
110
0
128,378
Female
23
1
8
1
< 1 Year
No
43,935
152
61
0
38,035
Male
45
1
36
1
1-2 Year
No
29,795
154
112
0
142,392
Female
21
1
50
0
< 1 Year
No
45,836
152
230
0
25,067
Female
28
1
28
1
< 1 Year
No
23,680
152
278
0
171,349
Male
53
1
14
1
1-2 Year
Yes
26,852
26
104
0
70,201
Male
22
1
8
0
< 1 Year
Yes
30,623
152
195
0
131,413
Female
48
1
8
0
1-2 Year
Yes
48,296
26
230
0
274,590
Female
38
1
39
1
1-2 Year
Yes
20,600
26
148
0
147,686
Male
25
1
8
1
< 1 Year
No
47,545
152
134
0
191,652
Female
68
1
26
0
1-2 Year
Yes
36,890
22
114
0
348,953
Male
20
1
46
1
< 1 Year
No
33,126
160
12
0
343,660
Female
24
1
47
1
< 1 Year
No
35,922
152
255
0
27,086
Male
51
1
30
0
1-2 Year
Yes
48,190
124
217
0
11,453
Female
54
1
28
0
1-2 Year
Yes
52,341
26
174
0
10,130
Male
42
1
35
0
1-2 Year
Yes
49,720
124
108
1
167,741
Male
61
1
41
0
1-2 Year
Yes
25,837
4
246
1
68,650
Male
24
1
6
1
< 1 Year
No
25,013
152
225
0
150,513
Male
49
1
15
0
1-2 Year
Yes
37,083
14
206
1
89,250
Female
25
1
35
1
< 1 Year
No
27,334
152
57
0
87,199
Male
36
1
29
0
1-2 Year
Yes
47,562
135
35
0
352,534
Female
24
1
2
1
< 1 Year
No
34,188
152
273
0
9,071
Male
61
1
28
0
1-2 Year
No
53,227
122
210
0
343,161
Male
23
1
4
0
1-2 Year
Yes
31,466
26
22
0
329,757
Male
22
1
28
0
< 1 Year
Yes
20,497
124
82
1
144,206
Female
49
1
28
0
1-2 Year
Yes
27,596
26
199
1
320,254
Male
45
1
28
1
1-2 Year
No
35,116
26
81
0
192,895
Male
23
1
38
1
< 1 Year
No
59,065
152
243
0
323,493
Female
42
1
28
0
1-2 Year
Yes
49,520
124
213
0
50,898
Female
38
1
9
0
1-2 Year
Yes
33,613
124
57
0
432,712
Female
26
1
29
1
< 1 Year
No
30,880
152
35
0
3,801
Female
29
1
35
0
< 1 Year
Yes
2,630
160
253
0
501,762
Male
20
1
46
1
< 1 Year
No
27,181
160
278
0
370,190
Male
72
1
3
0
1-2 Year
Yes
29,899
26
223
0
256,986
Male
57
1
28
0
> 2 Years
Yes
53,186
124
194
0
302,820
Male
23
1
8
0
< 1 Year
Yes
26,586
152
245
1
109,040
Male
51
1
8
0
1-2 Year
No
28,463
26
103
0
380,368
Male
45
1
10
0
1-2 Year
Yes
2,630
26
18
1
148,058
Female
23
1
15
0
< 1 Year
Yes
2,630
152
223
0
296,937
Male
24
1
46
1
< 1 Year
No
48,024
26
94
0
36,619
Male
56
1
37
1
1-2 Year
No
2,630
128
296
0
353,499
Female
22
1
15
0
< 1 Year
Yes
28,740
152
224
0
278,406
Female
24
1
11
1
< 1 Year
No
22,682
152
144
0
155,511
Male
71
1
28
0
1-2 Year
Yes
52,212
26
53
0
148,952
Male
68
1
33
0
1-2 Year
Yes
2,630
26
284
0
410,725
Male
41
1
7
0
1-2 Year
Yes
2,630
26
78
1
427,228
Male
22
1
28
1
< 1 Year
No
52,470
152
295
0
98,972
Male
45
1
28
0
1-2 Year
No
31,161
13
109
0
132,395
Female
28
1
41
0
1-2 Year
No
22,894
156
136
0
352,842
Male
74
1
28
0
> 2 Years
Yes
67,107
26
18
0
150,482
Male
20
1
39
0
< 1 Year
Yes
2,630
157
248
0
318,311
Female
33
1
28
0
1-2 Year
Yes
38,819
124
233
1
431,560
Female
43
1
28
0
1-2 Year
Yes
39,536
26
293
1
198,450
Male
25
1
28
1
< 1 Year
No
40,542
152
223
0
101,008
Male
27
1
30
1
< 1 Year
No
58,228
152
100
0
300,156
Male
44
1
33
0
1-2 Year
Yes
28,605
124
139
0
494,320
Female
29
1
21
1
< 1 Year
No
22,169
152
260
0
402,146
Female
60
1
46
1
1-2 Year
No
2,630
124
34
0
470,234
Male
29
1
11
1
< 1 Year
No
28,952
152
187
0
350,728
Female
24
1
28
1
< 1 Year
No
43,256
152
185
0
26,737
Female
24
1
32
0
< 1 Year
Yes
28,852
152
136
0
338
Male
23
1
18
1
< 1 Year
No
35,970
26
16
0
360,827
Female
22
1
37
0
< 1 Year
Yes
40,308
124
245
0
161,345
Male
26
1
8
1
< 1 Year
No
28,525
160
189
0
29,937
Male
79
1
47
1
1-2 Year
No
2,630
113
210
0
12,264
Male
40
1
28
0
1-2 Year
Yes
2,630
26
19
1
140,980
Male
66
1
28
1
1-2 Year
No
29,885
26
67
0
81,457
Male
57
1
23
0
1-2 Year
Yes
35,735
26
207
0
15,909
Female
43
1
28
0
1-2 Year
Yes
25,901
26
153
0
34,041
Female
44
1
46
0
1-2 Year
No
32,357
152
120
0
449,350
Female
24
1
14
1
< 1 Year
No
45,131
152
174
0
199,778
Female
27
1
28
1
< 1 Year
No
57,744
152
173
0
466,816
Female
37
1
6
0
1-2 Year
Yes
28,141
157
74
1
314,262
Female
25
1
41
1
< 1 Year
No
34,913
152
51
0