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
51,548
Female
42
1
13
0
1-2 Year
Yes
26,747
124
74
0
467,558
Male
24
1
28
1
< 1 Year
No
58,305
152
253
0
348,920
Male
36
1
8
1
1-2 Year
No
34,684
124
298
0
162,049
Female
23
1
15
0
< 1 Year
No
37,766
26
112
0
104,434
Male
23
1
15
1
< 1 Year
No
27,078
151
29
0
169,456
Female
23
1
46
1
< 1 Year
No
25,624
26
23
0
507,365
Male
73
1
28
1
1-2 Year
No
58,792
124
165
0
9,861
Male
43
1
29
0
1-2 Year
Yes
36,887
26
258
1
93,368
Male
22
1
33
0
< 1 Year
Yes
2,630
152
271
0
64,641
Female
22
1
6
1
< 1 Year
No
29,456
152
51
0
381,049
Male
22
1
36
1
< 1 Year
No
36,720
152
26
0
33,854
Female
72
1
28
0
1-2 Year
Yes
38,304
26
81
0
130,716
Female
25
1
8
0
< 1 Year
No
2,630
152
270
0
318,343
Male
28
1
37
1
< 1 Year
No
23,562
152
129
0
163,407
Female
26
1
46
0
< 1 Year
Yes
28,123
154
52
0
323,531
Male
42
1
1
1
1-2 Year
No
2,630
124
234
0
258,886
Female
34
1
28
0
1-2 Year
Yes
33,191
152
48
0
38,436
Male
50
1
0
1
1-2 Year
No
2,630
26
39
0
216,948
Female
24
1
15
0
< 1 Year
No
28,174
152
26
0
432,453
Male
56
1
28
0
> 2 Years
Yes
2,630
26
199
1
368,981
Female
80
1
28
0
1-2 Year
Yes
45,368
26
245
0
483,550
Female
29
1
14
1
< 1 Year
No
2,630
124
239
0
31,244
Female
62
1
7
0
1-2 Year
Yes
2,630
154
248
0
278,632
Female
42
1
39
0
1-2 Year
Yes
26,749
157
33
1
25,186
Male
69
1
28
1
1-2 Year
No
50,586
26
266
0
240,108
Female
47
1
18
0
1-2 Year
Yes
32,993
124
99
0
282,483
Female
32
1
28
0
< 1 Year
Yes
63,765
26
197
1
21,429
Male
25
1
50
0
< 1 Year
Yes
42,578
152
91
0
116,316
Male
43
1
28
0
1-2 Year
Yes
45,696
147
138
0
506,857
Female
49
1
28
0
> 2 Years
Yes
58,808
26
88
1
315,360
Male
30
1
39
0
1-2 Year
Yes
2,630
157
57
0
429,673
Female
48
1
28
1
1-2 Year
No
2,630
124
51
0
59,520
Female
28
1
29
1
< 1 Year
No
45,095
152
74
0
2,921
Male
25
1
30
1
< 1 Year
No
44,025
152
275
0
119,837
Female
26
1
41
1
< 1 Year
No
66,329
152
108
0
422,368
Female
28
1
41
1
< 1 Year
No
36,695
152
70
0
115,251
Female
23
1
40
0
< 1 Year
Yes
24,863
151
120
0
28,657
Male
44
1
46
0
1-2 Year
Yes
44,595
124
128
0
132,592
Female
24
1
15
0
< 1 Year
Yes
38,115
152
129
0
85,498
Female
27
1
50
1
< 1 Year
No
30,538
152
218
0
248,041
Female
24
1
8
1
< 1 Year
No
37,612
152
30
0
163,257
Male
25
1
9
1
< 1 Year
No
28,510
152
252
0
146,170
Male
59
1
29
0
1-2 Year
Yes
2,630
157
118
0
349,407
Female
23
1
3
1
< 1 Year
No
22,229
152
256
0
323,208
Female
30
1
28
0
< 1 Year
Yes
2,630
124
231
0
460,834
Female
48
1
28
0
1-2 Year
Yes
39,079
26
280
1
202,363
Male
35
1
29
0
1-2 Year
Yes
41,020
152
265
0
255,184
Female
39
1
45
0
1-2 Year
Yes
26,545
124
239
0
240,825
Male
48
1
28
0
1-2 Year
Yes
2,630
156
127
0
194,261
Female
28
1
18
1
< 1 Year
No
30,144
152
191
0
65,592
Male
25
1
41
1
< 1 Year
No
22,557
152
167
0
345,795
Female
21
1
15
0
< 1 Year
Yes
37,862
160
10
0
322,801
Female
23
1
11
1
< 1 Year
No
44,690
152
38
0
152,008
Female
22
1
30
1
< 1 Year
No
30,407
152
205
0
502,952
Male
34
1
36
0
1-2 Year
Yes
2,630
156
176
1
262,462
Female
23
1
32
1
< 1 Year
Yes
31,138
152
224
0
344,967
Female
24
1
30
1
< 1 Year
No
23,078
160
243
0
305,211
Male
47
1
8
1
1-2 Year
No
66,504
7
16
0
195,329
Male
50
1
28
1
1-2 Year
No
36,163
26
276
0
123,838
Male
43
1
2
0
1-2 Year
Yes
27,614
124
107
1
5,162
Male
46
1
6
0
1-2 Year
Yes
23,753
163
133
1
443,802
Male
23
1
8
1
< 1 Year
No
39,893
152
164
0
298,582
Male
24
1
8
0
< 1 Year
Yes
40,351
152
267
0
477,153
Female
47
1
46
1
1-2 Year
No
2,630
124
262
0
468,585
Female
22
1
46
1
< 1 Year
No
22,694
152
169
0
286,893
Male
46
1
28
0
1-2 Year
Yes
47,521
26
141
1
128,215
Female
24
1
15
1
< 1 Year
No
25,340
152
45
0
70,302
Female
23
1
32
1
< 1 Year
No
26,762
152
84
0
439,415
Female
32
1
28
0
< 1 Year
Yes
32,523
154
251
1
406,008
Female
22
1
28
1
< 1 Year
No
58,985
152
293
0
450,297
Female
24
1
38
1
< 1 Year
No
35,459
152
41
0
61,074
Male
37
1
23
0
1-2 Year
Yes
2,630
156
91
0
211,084
Male
24
1
28
1
< 1 Year
No
51,094
152
217
0
38,597
Male
45
1
7
0
1-2 Year
No
45,056
124
62
0
6,254
Female
71
1
28
0
1-2 Year
No
58,270
122
190
0
61,163
Female
62
1
18
1
1-2 Year
No
27,338
131
221
0
358,919
Female
39
1
3
0
1-2 Year
Yes
28,944
155
124
0
52,721
Female
40
1
8
0
1-2 Year
Yes
46,314
7
117
0
445,809
Male
24
1
28
1
< 1 Year
No
47,363
152
35
0
158,675
Male
30
1
36
1
< 1 Year
No
31,182
151
216
0
286,891
Female
26
1
11
1
< 1 Year
No
22,011
152
103
0
231,675
Female
21
1
8
1
< 1 Year
No
47,516
160
76
0
95,795
Male
49
1
0
1
1-2 Year
No
2,630
26
279
0
174,368
Female
27
1
8
0
< 1 Year
Yes
31,861
152
179
1
31,768
Male
56
1
28
0
1-2 Year
Yes
33,377
55
286
0
131,807
Female
80
1
28
0
1-2 Year
Yes
28,649
26
141
0
328,280
Male
25
1
28
0
< 1 Year
Yes
41,222
152
225
1
210,125
Female
24
1
29
1
< 1 Year
No
29,621
152
227
0
113,994
Male
23
1
46
1
< 1 Year
No
22,827
160
212
0
83,846
Male
58
1
28
0
1-2 Year
Yes
40,126
26
229
0
162,140
Male
63
1
28
1
1-2 Year
No
32,598
26
168
0
376,483
Female
23
1
27
0
< 1 Year
Yes
28,310
160
174
0
255,233
Female
56
1
28
0
1-2 Year
Yes
42,344
124
174
1
181,865
Male
35
1
28
0
1-2 Year
Yes
38,089
124
177
0
29,118
Female
29
1
7
1
< 1 Year
No
34,291
152
254
0
283,057
Male
36
1
28
0
1-2 Year
Yes
35,954
124
16
0
31,146
Male
23
1
29
1
< 1 Year
No
30,208
152
240
0
296,384
Female
79
1
40
0
> 2 Years
Yes
36,662
26
141
0
64,604
Female
28
1
28
0
< 1 Year
Yes
67,408
26
220
0
329,645
Male
39
1
28
0
1-2 Year
Yes
34,652
26
156
0