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
322,358
Male
24
1
15
0
< 1 Year
Yes
28,183
152
167
0
257,223
Male
42
1
28
0
1-2 Year
Yes
30,785
26
176
0
46,256
Male
50
1
20
1
1-2 Year
No
2,630
133
81
0
8,615
Female
28
1
26
0
< 1 Year
Yes
2,630
152
163
0
438,627
Female
28
1
28
0
< 1 Year
Yes
34,246
26
261
1
218,696
Male
63
1
46
1
1-2 Year
No
32,707
122
13
0
243,410
Female
22
1
28
1
< 1 Year
No
36,646
160
88
0
16,935
Male
28
1
8
1
< 1 Year
No
37,573
152
80
0
28,530
Female
65
1
28
0
> 2 Years
Yes
33,280
25
124
0
234,825
Female
21
1
30
1
< 1 Year
No
26,226
152
63
0
185,614
Male
52
1
28
0
1-2 Year
Yes
33,071
124
149
0
214,164
Female
41
1
9
1
1-2 Year
No
26,831
61
50
0
143,573
Male
58
1
7
0
1-2 Year
Yes
2,630
124
11
0
267,250
Male
40
1
28
0
1-2 Year
No
43,764
124
149
0
95,146
Male
23
1
47
1
< 1 Year
No
24,807
152
124
0
13,381
Male
43
1
45
0
1-2 Year
Yes
32,052
60
231
1
158,357
Male
28
1
8
1
< 1 Year
No
44,130
152
78
0
478,201
Male
45
1
11
0
1-2 Year
Yes
30,286
124
288
1
466,993
Male
26
1
8
1
< 1 Year
No
41,625
152
205
0
407,858
Male
25
1
8
1
< 1 Year
No
37,631
160
82
0
325,757
Male
46
1
47
0
1-2 Year
Yes
2,630
124
212
0
120,220
Female
20
1
13
0
< 1 Year
Yes
22,007
160
297
0
36,178
Female
23
1
8
0
< 1 Year
No
31,409
152
78
0
458,916
Male
21
1
50
1
< 1 Year
No
36,755
152
158
0
472,309
Female
22
1
26
1
< 1 Year
No
33,673
153
27
0
240,058
Male
63
1
8
0
1-2 Year
Yes
77,866
152
34
0
105,321
Male
44
1
28
1
1-2 Year
Yes
67,525
124
136
0
485,542
Male
74
1
20
1
1-2 Year
Yes
2,630
26
72
0
188,063
Male
51
1
28
0
> 2 Years
Yes
52,453
124
121
1
451,783
Male
22
1
8
1
< 1 Year
No
50,789
152
121
0
96,354
Female
23
1
28
1
< 1 Year
No
35,344
152
298
0
71,887
Female
21
1
50
1
< 1 Year
No
39,631
152
11
0
192,439
Female
22
1
24
0
< 1 Year
Yes
29,939
152
31
0
487,106
Male
46
1
28
0
1-2 Year
Yes
34,651
124
140
1
316,946
Male
25
1
8
1
< 1 Year
No
42,586
152
197
0
401,927
Female
28
1
30
1
< 1 Year
No
28,265
152
296
0
119,902
Female
28
1
28
0
1-2 Year
Yes
43,749
26
146
0
44,938
Female
66
1
33
1
1-2 Year
No
31,189
152
217
0
486,570
Female
27
1
15
1
< 1 Year
No
34,068
152
125
0
134,332
Female
21
1
35
1
< 1 Year
No
49,632
160
96
0
253,140
Female
46
1
28
0
1-2 Year
Yes
50,208
26
203
0
93,439
Female
25
1
37
1
< 1 Year
No
50,195
152
41
0
14,033
Male
32
1
11
1
1-2 Year
No
23,858
26
66
0
161,476
Female
48
1
28
0
> 2 Years
Yes
44,232
26
222
1
111,722
Male
74
1
28
1
1-2 Year
No
26,894
26
138
0
361,671
Male
22
1
10
1
< 1 Year
No
21,214
152
147
0
132,890
Female
27
1
11
1
< 1 Year
No
29,593
152
219
0
374,341
Male
48
1
35
0
1-2 Year
Yes
2,630
156
14
0
172,188
Female
41
1
28
1
1-2 Year
No
43,006
26
194
0
294,219
Female
68
1
28
0
1-2 Year
Yes
2,630
26
278
0
498,042
Female
52
1
28
0
1-2 Year
Yes
53,469
26
105
1
469,701
Male
35
1
43
0
> 2 Years
Yes
38,683
124
252
1
319,476
Male
43
1
28
0
1-2 Year
Yes
34,625
26
222
1
463,788
Female
36
1
47
0
1-2 Year
Yes
47,968
26
187
1
28,116
Male
67
1
28
0
> 2 Years
Yes
55,511
26
38
0
10,299
Female
42
1
28
1
1-2 Year
No
33,021
26
224
0
272,259
Male
41
1
14
0
1-2 Year
Yes
2,630
124
298
0
200,969
Female
29
1
29
1
< 1 Year
No
23,047
152
168
0
113,342
Female
24
1
15
0
< 1 Year
No
33,157
152
269
0
16,854
Female
28
1
47
0
< 1 Year
No
25,307
151
273
0
95,526
Male
73
1
28
0
1-2 Year
Yes
2,630
156
108
0
441,895
Male
20
1
22
1
< 1 Year
No
2,630
158
133
0
205,275
Female
21
1
3
0
< 1 Year
No
28,902
160
185
0
160,020
Female
30
1
6
0
< 1 Year
Yes
42,513
152
286
0
3,685
Male
41
1
36
0
1-2 Year
No
2,630
124
13
0
49,310
Female
61
1
28
0
1-2 Year
Yes
45,190
124
241
0
17,616
Male
35
1
28
0
1-2 Year
No
2,630
26
150
0
3,486
Male
62
1
15
0
1-2 Year
Yes
2,630
26
126
1
247,753
Female
24
1
28
1
< 1 Year
No
33,187
152
63
0
179,655
Male
44
1
28
0
1-2 Year
Yes
39,094
13
212
0
471,451
Female
25
1
18
1
< 1 Year
No
18,631
152
54
0
166,640
Male
72
1
50
0
1-2 Year
Yes
2,630
160
36
0
367,496
Male
20
1
10
0
< 1 Year
Yes
2,630
160
230
0
116,250
Male
62
1
31
0
1-2 Year
Yes
2,630
124
268
0
212,791
Male
23
1
41
1
< 1 Year
No
34,190
152
192
0
84,407
Male
49
1
28
1
1-2 Year
No
91,882
124
153
0
376,818
Male
45
1
3
0
1-2 Year
Yes
22,900
124
18
1
80,602
Male
43
1
28
0
1-2 Year
No
42,855
124
297
0
103,408
Female
49
1
28
0
1-2 Year
Yes
44,161
26
155
0
351,645
Female
50
1
28
0
1-2 Year
Yes
67,832
26
40
1
226,258
Female
33
1
10
1
< 1 Year
No
30,555
152
230
0
23,347
Female
25
1
35
1
< 1 Year
No
25,534
152
209
0
296,178
Female
29
1
28
0
< 1 Year
Yes
2,630
124
159
1
6,103
Male
41
1
28
0
1-2 Year
Yes
35,416
26
290
1
379,606
Male
24
1
10
1
< 1 Year
No
19,778
152
147
0
22,054
Female
37
1
28
1
1-2 Year
No
31,687
24
100
0
322,824
Female
43
1
28
0
1-2 Year
Yes
61,724
26
217
1
373,529
Female
21
1
28
0
1-2 Year
No
2,630
158
245
0
155,879
Female
22
1
41
1
< 1 Year
No
37,920
152
54
0
326,415
Male
35
1
28
0
1-2 Year
Yes
31,059
26
147
1
480,702
Male
24
1
10
1
< 1 Year
No
30,946
152
111
0
499,302
Male
25
1
30
1
< 1 Year
No
2,630
152
230
0
385,898
Female
24
1
29
1
< 1 Year
No
23,811
152
174
0
479,202
Male
23
1
3
1
< 1 Year
No
40,831
152
20
0
251,283
Male
73
1
48
0
1-2 Year
Yes
2,630
15
32
0
117,277
Male
42
1
18
1
1-2 Year
No
2,630
124
13
0
11,659
Female
45
1
29
0
1-2 Year
Yes
53,858
124
276
0
175,178
Female
22
1
22
0
< 1 Year
No
24,282
152
217
0
53,469
Female
24
1
8
1
< 1 Year
No
28,305
152
215
0
44,428
Female
37
1
28
0
1-2 Year
Yes
29,796
124
13
0