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
164,590
Male
73
1
28
0
> 2 Years
Yes
25,095
26
39
1
233,316
Male
33
1
46
1
< 1 Year
No
2,630
1
227
0
397,736
Female
22
1
9
1
< 1 Year
No
32,737
152
262
0
453,831
Female
25
1
41
1
< 1 Year
No
27,115
152
245
0
462,398
Female
23
1
36
1
< 1 Year
No
30,498
152
100
0
499,550
Female
23
1
46
1
< 1 Year
No
32,746
152
15
0
355,696
Female
23
1
30
1
< 1 Year
No
30,326
152
129
0
154,507
Male
21
1
14
1
< 1 Year
No
2,630
157
155
0
396,966
Female
34
1
28
0
< 1 Year
Yes
69,939
124
44
1
125,371
Female
47
1
19
0
1-2 Year
Yes
2,630
156
172
0
357,236
Female
22
1
28
0
1-2 Year
Yes
55,568
163
144
0
57,615
Male
26
1
6
1
< 1 Year
No
27,486
152
288
0
369,834
Female
40
1
28
1
1-2 Year
No
33,751
124
49
0
473,242
Female
20
1
46
1
< 1 Year
No
28,387
160
133
0
274,696
Female
30
1
28
1
< 1 Year
No
37,187
152
123
0
3,682
Male
26
1
32
1
< 1 Year
No
32,263
152
206
0
231,495
Female
27
1
28
1
< 1 Year
No
29,349
152
125
0
66,653
Male
53
1
11
0
1-2 Year
Yes
31,994
26
252
1
396,942
Male
36
1
28
0
1-2 Year
Yes
35,249
124
227
1
134,678
Male
24
1
41
0
< 1 Year
Yes
44,350
124
26
0
141,486
Male
21
1
11
1
< 1 Year
No
21,164
152
208
0
426,051
Female
23
1
9
1
< 1 Year
No
40,917
152
297
0
494,339
Male
62
1
3
1
1-2 Year
No
44,501
124
39
0
90,077
Male
63
1
28
0
1-2 Year
Yes
34,163
26
259
0
413,892
Male
24
1
41
1
< 1 Year
No
31,219
152
23
0
171,206
Male
33
1
28
0
1-2 Year
Yes
31,422
124
53
0
191,207
Female
21
1
28
1
< 1 Year
No
2,630
152
268
0
219,919
Male
59
1
0
0
1-2 Year
Yes
2,630
26
135
0
70,189
Male
37
1
28
0
> 2 Years
Yes
2,630
26
184
0
325,551
Female
26
1
33
0
1-2 Year
Yes
35,144
124
225
1
46,972
Male
52
1
8
0
1-2 Year
Yes
30,600
26
243
0
379,174
Male
46
1
41
0
1-2 Year
No
23,677
124
180
0
201,013
Female
58
1
28
0
1-2 Year
Yes
42,049
26
123
0
304,058
Male
35
1
28
0
1-2 Year
Yes
51,641
26
227
1
463,600
Male
46
1
15
0
1-2 Year
Yes
21,413
26
72
1
457,968
Male
25
1
50
1
< 1 Year
No
49,061
152
249
0
456,162
Male
31
1
28
0
< 1 Year
Yes
2,630
124
248
1
210,136
Male
24
1
15
1
< 1 Year
No
54,891
152
33
0
130,494
Male
40
1
35
0
1-2 Year
Yes
49,665
124
67
0
452,933
Female
28
1
11
1
< 1 Year
No
36,190
152
248
0
285,413
Female
24
1
50
0
< 1 Year
No
2,630
152
39
0
202,948
Male
30
1
3
0
< 1 Year
Yes
25,309
152
289
1
139,623
Male
44
1
28
0
1-2 Year
Yes
36,195
124
97
0
13,767
Female
23
1
15
0
< 1 Year
Yes
37,134
152
61
0
118,637
Female
28
1
3
0
< 1 Year
Yes
18,711
152
30
1
486,847
Female
26
1
8
1
< 1 Year
No
42,595
152
79
0
197,273
Female
47
1
15
1
1-2 Year
No
32,225
14
128
0
300,467
Male
46
1
29
0
1-2 Year
Yes
37,968
26
228
1
425,706
Female
42
1
7
0
1-2 Year
Yes
39,230
150
189
1
378,004
Male
44
1
28
0
1-2 Year
No
30,226
26
23
0
253,101
Male
47
1
1
0
1-2 Year
Yes
2,630
124
105
0
170,830
Male
48
1
8
0
1-2 Year
Yes
37,847
124
192
0
292,511
Female
36
1
28
0
1-2 Year
Yes
50,937
122
273
1
439,120
Female
25
1
45
1
< 1 Year
No
24,050
152
199
0
84,674
Male
50
1
28
0
1-2 Year
Yes
54,441
3
29
0
397,043
Female
44
1
8
0
1-2 Year
Yes
28,059
26
39
1
378,130
Female
21
1
9
0
< 1 Year
Yes
34,024
152
145
0
121,830
Female
42
1
28
0
1-2 Year
Yes
35,079
124
60
1
397,217
Female
21
1
46
1
< 1 Year
No
23,595
152
129
0
504,505
Male
24
1
8
1
< 1 Year
No
35,515
152
203
0
147,023
Female
43
1
28
0
1-2 Year
Yes
36,997
124
276
0
391,973
Male
49
1
47
1
1-2 Year
No
29,134
124
131
0
222,201
Male
21
1
50
1
< 1 Year
No
32,708
152
299
0
142,443
Female
27
1
18
1
< 1 Year
No
61,783
152
31
0
104,360
Female
25
1
6
1
< 1 Year
No
28,221
151
130
0
46,283
Male
29
1
28
0
< 1 Year
Yes
22,725
160
174
0
129,322
Male
23
1
41
0
< 1 Year
Yes
33,007
124
274
0
105,557
Male
23
1
28
1
< 1 Year
No
34,663
152
131
0
187,312
Male
50
1
28
0
1-2 Year
Yes
58,685
4
104
1
104,380
Female
59
1
46
0
1-2 Year
Yes
2,630
26
277
0
420,929
Male
41
1
37
0
1-2 Year
Yes
24,815
154
132
1
84,271
Female
23
1
37
0
< 1 Year
Yes
22,687
152
80
0
333,913
Female
26
1
26
0
< 1 Year
Yes
27,211
152
239
0
356,944
Male
67
1
8
0
1-2 Year
Yes
42,590
26
42
0
192,076
Male
52
1
50
0
1-2 Year
Yes
33,825
8
194
0
69,678
Male
45
1
28
0
1-2 Year
Yes
34,734
26
60
0
105,586
Female
29
1
14
1
< 1 Year
No
35,662
152
83
0
121,817
Female
49
1
8
0
> 2 Years
Yes
49,985
26
54
0
480,295
Female
35
1
15
1
1-2 Year
No
44,594
152
198
0
177,975
Male
35
1
28
1
1-2 Year
No
95,159
26
75
0
413,089
Female
50
1
28
0
> 2 Years
Yes
43,364
26
223
1
323,143
Female
21
1
5
0
< 1 Year
Yes
29,791
160
116
1
67,871
Male
44
1
28
0
> 2 Years
Yes
45,727
31
150
0
146,918
Female
23
1
46
1
< 1 Year
No
36,701
26
248
0
373,433
Female
47
1
28
0
1-2 Year
Yes
43,921
124
224
1
17,667
Male
21
1
28
0
1-2 Year
Yes
2,630
157
197
0
86,411
Male
40
1
46
0
1-2 Year
No
2,630
124
64
0
77,907
Male
32
1
33
1
< 1 Year
No
41,759
152
279
0
398,225
Female
36
1
13
0
> 2 Years
Yes
27,159
26
13
1
170,814
Female
58
1
8
0
> 2 Years
Yes
34,099
25
140
1
478,527
Female
23
1
28
1
< 1 Year
No
61,825
152
247
0
84,822
Female
24
1
8
1
< 1 Year
No
50,031
160
230
0
448,211
Female
27
1
45
1
< 1 Year
No
34,422
152
13
0
142,834
Male
24
1
32
0
< 1 Year
Yes
33,880
152
20
0
58,692
Male
25
1
37
0
< 1 Year
Yes
30,139
153
163
1
325,691
Female
25
1
30
1
< 1 Year
No
21,828
152
152
0
245,781
Male
24
1
37
1
< 1 Year
No
24,041
152
36
0
112,003
Male
24
1
6
1
< 1 Year
No
35,670
152
130
0
95,248
Male
55
1
46
1
1-2 Year
No
39,775
124
218
0
317,128
Female
23
1
13
1
< 1 Year
No
26,415
26
217
0