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
334,617
Female
49
1
33
1
1-2 Year
No
33,600
26
155
0
373,131
Female
53
1
9
0
1-2 Year
Yes
37,754
124
290
0
53,791
Male
61
1
14
0
1-2 Year
Yes
29,219
26
20
0
250,542
Female
24
1
8
1
< 1 Year
No
27,545
152
19
0
2,444
Male
24
1
14
1
< 1 Year
No
35,658
152
105
0
277,641
Female
25
1
14
0
< 1 Year
Yes
20,833
152
30
0
367,635
Female
65
1
28
0
> 2 Years
Yes
30,697
122
286
1
315,722
Female
24
1
28
0
< 1 Year
Yes
60,279
152
238
0
378,525
Female
43
1
41
0
1-2 Year
Yes
40,158
124
143
1
288,954
Female
22
1
12
0
< 1 Year
Yes
26,678
152
268
0
411,935
Female
28
1
11
1
< 1 Year
No
35,199
152
159
0
235,419
Male
26
1
2
0
1-2 Year
Yes
2,630
156
45
1
292,717
Female
35
1
9
0
1-2 Year
Yes
2,630
26
211
0
287,793
Male
56
1
29
0
1-2 Year
Yes
2,630
163
74
0
232,750
Female
48
1
41
1
1-2 Year
Yes
32,469
26
121
0
505,102
Male
20
1
50
1
< 1 Year
No
35,694
160
83
0
347,872
Female
65
1
28
1
1-2 Year
No
40,030
122
257
0
123,891
Male
40
1
40
1
1-2 Year
No
2,630
26
24
0
276,002
Male
60
1
38
0
1-2 Year
Yes
29,205
163
188
1
159,698
Male
55
1
28
1
1-2 Year
No
40,717
124
22
0
452,036
Male
66
1
47
1
1-2 Year
No
37,611
26
209
0
392,100
Female
28
1
28
1
< 1 Year
No
36,293
152
172
0
3,701
Male
26
1
9
1
< 1 Year
No
39,126
152
88
0
325,909
Female
39
1
28
1
1-2 Year
No
2,630
152
229
0
113,292
Male
59
1
43
0
1-2 Year
Yes
34,888
124
222
0
429,261
Male
39
1
46
0
1-2 Year
Yes
30,880
124
204
1
38,601
Male
58
1
28
1
1-2 Year
No
23,257
26
217
0
185,171
Male
41
1
33
0
1-2 Year
Yes
25,962
124
104
1
155,822
Male
50
1
28
0
1-2 Year
Yes
37,776
26
181
0
270,112
Male
23
1
28
1
< 1 Year
No
52,305
151
218
0
448,666
Female
46
1
28
0
1-2 Year
Yes
41,642
124
177
1
324,041
Male
42
1
28
0
1-2 Year
Yes
38,548
124
49
0
188,835
Male
40
1
28
1
1-2 Year
No
28,563
8
267
0
27,231
Female
65
1
28
1
1-2 Year
No
32,028
124
149
0
187,605
Female
25
1
50
0
< 1 Year
Yes
38,094
152
265
0
155,476
Female
56
1
46
1
1-2 Year
No
2,630
26
66
0
320,863
Male
24
1
2
1
< 1 Year
No
26,215
152
241
0
373,309
Male
50
1
46
0
1-2 Year
Yes
2,630
26
219
1
105,147
Male
49
1
28
0
1-2 Year
Yes
43,232
26
276
0
363,401
Male
54
1
3
0
1-2 Year
Yes
27,095
26
166
0
88,959
Male
52
1
48
0
1-2 Year
Yes
2,630
124
278
0
110,853
Male
34
1
4
0
< 1 Year
No
30,112
26
52
0
328,945
Male
44
1
8
1
1-2 Year
No
32,925
124
187
0
356,443
Female
23
1
11
1
< 1 Year
No
26,978
152
160
0
34,816
Male
26
1
41
1
< 1 Year
No
59,631
152
289
0
72,857
Male
68
1
26
0
1-2 Year
Yes
34,658
22
247
1
232,048
Female
20
1
10
0
< 1 Year
Yes
29,946
160
262
0
68,838
Male
50
1
46
0
1-2 Year
Yes
21,184
124
81
0
134,179
Female
51
1
8
0
1-2 Year
Yes
48,438
26
152
0
40,531
Female
21
1
46
1
< 1 Year
Yes
30,472
152
22
0
40,139
Male
45
1
41
0
1-2 Year
Yes
32,015
26
194
0
316,872
Male
55
1
8
0
1-2 Year
Yes
27,202
26
116
0
153,326
Male
23
1
45
1
< 1 Year
No
36,233
152
53
0
155,940
Male
23
1
41
1
< 1 Year
No
24,254
152
31
0
229,543
Female
43
1
8
0
1-2 Year
Yes
34,031
124
74
1
181,218
Female
70
1
48
0
1-2 Year
No
2,630
26
194
0
100,123
Male
63
1
28
0
1-2 Year
Yes
43,938
26
171
1
142,505
Female
22
1
45
1
< 1 Year
No
33,152
152
141
0
171,872
Male
38
1
28
0
1-2 Year
Yes
29,503
22
28
0
36,667
Male
37
1
8
0
1-2 Year
Yes
2,630
156
181
0
139,243
Male
53
1
14
1
1-2 Year
No
30,268
26
238
0
373,339
Male
51
1
28
1
1-2 Year
No
46,904
26
215
0
430,688
Male
55
1
33
1
1-2 Year
No
34,078
26
32
0
410,719
Male
25
1
28
1
< 1 Year
No
77,755
152
251
0
263,393
Male
52
1
36
0
1-2 Year
Yes
29,964
124
287
0
253,662
Female
67
1
40
1
1-2 Year
Yes
2,630
156
19
0
322,992
Female
46
1
28
1
1-2 Year
No
35,262
124
291
0
150,275
Female
27
1
34
1
< 1 Year
No
30,199
152
65
0
2,907
Male
40
1
35
0
1-2 Year
Yes
32,069
10
50
0
62,289
Female
28
1
47
1
< 1 Year
No
31,068
152
281
0
307,473
Female
28
1
41
1
< 1 Year
No
33,309
152
42
0
348,423
Female
66
1
11
0
1-2 Year
Yes
33,263
26
181
0
211,781
Female
45
1
15
0
1-2 Year
No
27,300
124
270
1
117,359
Female
26
1
50
1
< 1 Year
No
25,914
152
134
0
66,898
Male
61
1
48
0
1-2 Year
Yes
2,630
26
185
0
231,901
Female
25
1
11
1
< 1 Year
No
42,576
152
286
0
296,590
Male
32
1
31
0
1-2 Year
Yes
2,630
157
278
0
63,437
Male
22
1
33
1
< 1 Year
No
34,637
152
239
0
55,984
Male
38
1
28
0
1-2 Year
Yes
33,371
124
70
0
154,661
Female
23
1
28
1
< 1 Year
No
38,176
152
208
0
69,885
Female
49
1
46
0
1-2 Year
Yes
2,630
163
57
1
28,107
Female
65
1
28
0
1-2 Year
Yes
46,792
55
259
0
24,038
Female
22
1
8
1
< 1 Year
No
2,630
160
299
0
297,475
Male
61
1
28
1
1-2 Year
No
33,850
26
86
0
336,104
Female
22
1
14
1
< 1 Year
No
18,333
152
236
0
123,608
Male
43
1
8
1
1-2 Year
No
38,787
124
288
0
171,961
Female
24
1
30
1
< 1 Year
No
32,938
152
30
0
335,519
Female
71
1
28
1
1-2 Year
No
39,107
122
186
0
107,557
Female
37
1
28
0
1-2 Year
Yes
35,176
13
146
1
35,728
Female
65
1
28
1
1-2 Year
No
39,954
26
63
0
197,776
Male
51
1
19
0
1-2 Year
Yes
31,817
122
85
0
375,132
Female
27
1
37
1
< 1 Year
No
27,449
152
15
0
285,021
Female
67
1
18
0
1-2 Year
Yes
27,850
131
116
0
278,993
Male
47
1
8
0
1-2 Year
Yes
49,238
26
193
0
311,917
Female
24
1
37
0
< 1 Year
Yes
22,181
152
109
0
132,730
Male
47
1
24
0
1-2 Year
No
20,194
26
257
0
262,876
Male
58
1
28
0
> 2 Years
Yes
38,919
26
190
1
146,380
Male
24
1
9
0
< 1 Year
Yes
42,068
152
134
0
288,299
Female
48
1
10
0
1-2 Year
Yes
29,428
26
29
1
5,054
Male
49
1
41
1
1-2 Year
No
23,599
26
173
0