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
174,900
Female
23
1
30
1
< 1 Year
No
25,349
152
145
0
37,239
Female
62
1
28
0
> 2 Years
Yes
2,630
26
126
1
152,857
Female
45
1
17
0
1-2 Year
Yes
24,583
124
33
1
186,881
Female
21
1
15
1
< 1 Year
No
2,630
26
247
0
92,168
Male
52
1
28
0
1-2 Year
Yes
26,679
26
137
1
495,192
Male
46
1
28
0
1-2 Year
Yes
59,598
26
14
1
339,961
Male
54
1
14
0
> 2 Years
Yes
28,086
124
257
1
175,206
Male
57
1
28
0
1-2 Year
Yes
2,630
26
72
1
184,994
Female
30
1
8
0
< 1 Year
Yes
2,630
26
293
1
31,038
Male
54
1
46
0
1-2 Year
Yes
2,630
91
273
1
168,470
Male
74
1
7
0
1-2 Year
Yes
27,115
124
104
1
25,597
Male
46
1
8
0
1-2 Year
Yes
32,918
124
151
1
318,166
Female
38
1
7
0
1-2 Year
Yes
2,630
124
179
1
41,109
Female
42
1
28
1
1-2 Year
No
42,141
124
64
0
370,896
Female
22
1
46
1
< 1 Year
No
33,270
160
106
0
399,704
Male
22
1
29
1
< 1 Year
No
27,002
152
262
0
73,562
Female
50
1
28
1
1-2 Year
No
35,577
124
103
0
431,921
Male
21
1
2
1
< 1 Year
No
27,847
160
218
0
488,535
Male
67
1
18
1
1-2 Year
No
40,270
124
122
0
498,298
Male
48
1
28
0
1-2 Year
Yes
2,630
124
27
1
277,776
Male
44
1
28
0
1-2 Year
Yes
26,794
26
141
0
33,893
Male
48
1
18
1
1-2 Year
No
29,229
124
253
0
457,059
Male
23
1
8
1
< 1 Year
No
41,213
152
108
0
213,747
Male
65
1
28
0
1-2 Year
Yes
55,608
122
145
0
182,034
Female
21
1
41
0
< 1 Year
Yes
34,918
160
32
0
139,906
Female
45
1
11
0
1-2 Year
Yes
2,630
26
29
1
479,209
Male
40
1
23
0
> 2 Years
Yes
24,030
26
121
1
129,408
Male
33
1
28
0
1-2 Year
No
41,363
26
223
0
52,672
Male
60
1
3
0
1-2 Year
No
25,088
26
148
0
216,621
Male
40
1
6
1
1-2 Year
Yes
25,254
26
278
0
178,977
Male
47
1
28
0
1-2 Year
Yes
42,327
13
116
1
4,286
Female
48
1
28
0
1-2 Year
Yes
56,532
26
159
0
4,847
Female
22
1
25
1
< 1 Year
No
26,028
152
78
0
438,639
Female
31
1
7
1
< 1 Year
No
29,584
152
93
0
311,041
Male
78
1
28
0
1-2 Year
Yes
52,341
25
257
0
209,610
Male
42
1
48
0
1-2 Year
Yes
2,630
26
275
0
40,317
Male
44
1
28
0
1-2 Year
Yes
2,630
23
51
0
350,799
Female
35
1
8
0
1-2 Year
Yes
2,630
7
85
1
457,511
Male
47
1
28
1
1-2 Year
No
44,849
124
168
0
285,022
Male
54
1
28
0
1-2 Year
Yes
30,039
124
172
1
316,650
Male
40
1
11
0
1-2 Year
Yes
25,376
163
142
0
376,544
Male
47
1
28
0
> 2 Years
Yes
73,424
26
145
1
42,386
Female
40
1
28
1
1-2 Year
Yes
41,294
122
60
0
357,543
Male
22
1
47
1
< 1 Year
No
30,498
152
28
0
142,686
Female
44
1
48
0
1-2 Year
Yes
2,630
26
63
1
67,969
Male
30
1
28
0
< 1 Year
Yes
46,508
154
28
0
251,841
Male
71
1
28
0
1-2 Year
Yes
31,633
26
103
0
51,913
Female
22
1
15
1
< 1 Year
No
33,144
152
77
0
64,672
Male
39
1
22
0
1-2 Year
Yes
2,630
124
59
0
481,178
Male
79
1
28
1
1-2 Year
No
2,630
25
124
0
323,883
Female
37
1
50
1
1-2 Year
No
42,822
8
272
0
354,723
Male
23
1
10
1
< 1 Year
No
26,462
152
275
0
313,150
Female
20
1
8
0
< 1 Year
Yes
43,342
160
169
0
448,286
Male
23
1
25
1
< 1 Year
No
2,630
160
78
0
392,151
Female
25
1
11
1
< 1 Year
No
26,362
152
123
0
71,749
Male
38
1
12
0
1-2 Year
Yes
2,630
156
179
0
289,872
Female
48
1
28
1
1-2 Year
No
36,260
52
40
0
112,775
Female
21
1
46
1
< 1 Year
No
28,201
160
143
0
118,638
Male
32
1
13
1
< 1 Year
No
23,505
152
43
0
106,593
Female
22
1
29
1
< 1 Year
No
43,135
152
169
0
483,084
Female
28
1
28
0
< 1 Year
Yes
25,326
163
184
1
308,496
Female
32
1
27
1
< 1 Year
No
2,630
160
214
0
201,161
Female
23
1
43
0
< 1 Year
Yes
53,443
152
228
0
140,161
Female
27
1
14
1
< 1 Year
No
25,426
152
162
0
40,616
Male
24
1
43
1
< 1 Year
No
53,733
152
86
0
46,797
Male
55
1
28
0
1-2 Year
Yes
40,088
11
244
0
117,438
Female
48
1
28
0
1-2 Year
Yes
42,903
26
283
0
220,764
Male
25
1
14
1
< 1 Year
No
26,410
152
23
0
114,010
Male
26
1
36
0
< 1 Year
No
34,763
152
64
0
245,164
Male
33
1
41
0
< 1 Year
Yes
27,725
124
221
0
84,190
Female
21
1
2
1
< 1 Year
No
25,728
152
223
0
290,841
Male
31
1
3
0
< 1 Year
Yes
35,103
154
31
1
454,037
Female
43
1
28
1
1-2 Year
No
38,787
26
285
0
417,401
Female
26
1
29
1
< 1 Year
No
39,460
152
65
0
237,976
Female
76
1
28
0
> 2 Years
Yes
72,315
124
27
0
354,266
Male
24
1
37
1
< 1 Year
No
35,592
152
189
0
91,807
Female
30
1
37
0
1-2 Year
Yes
34,948
124
197
0
217,394
Female
24
1
28
0
< 1 Year
Yes
57,486
124
242
0
351,308
Male
23
1
8
0
< 1 Year
No
38,878
152
223
0
198,121
Male
23
1
8
1
< 1 Year
No
37,889
160
79
0
394,385
Female
23
1
33
1
< 1 Year
No
22,287
152
196
0
246,775
Male
23
1
14
1
< 1 Year
No
36,993
152
255
0
460,038
Male
22
1
28
1
< 1 Year
No
49,539
152
263
0
446,792
Female
48
1
28
0
1-2 Year
Yes
39,413
26
114
1
308,449
Male
49
1
28
1
1-2 Year
No
44,278
26
129
0
372,982
Male
24
1
41
1
< 1 Year
No
111,257
152
116
0
495,529
Male
25
1
46
1
< 1 Year
No
19,114
160
26
0
276,934
Female
25
1
28
0
< 1 Year
Yes
30,889
152
56
1
269,513
Male
64
1
28
0
1-2 Year
Yes
31,450
124
119
0
266,096
Female
54
1
39
0
1-2 Year
Yes
28,945
26
252
0
284,135
Male
24
1
8
0
< 1 Year
Yes
30,468
152
125
0
360,442
Male
27
1
30
1
< 1 Year
No
32,568
152
135
0
340,612
Male
52
1
0
1
1-2 Year
No
2,630
26
263
0
289,884
Male
43
1
13
0
1-2 Year
Yes
28,167
124
205
0
67,695
Male
50
1
28
0
1-2 Year
Yes
47,885
26
217
1
152,876
Male
45
1
15
0
1-2 Year
Yes
39,314
26
13
0
267,770
Female
44
1
28
0
> 2 Years
Yes
24,424
26
160
0
127,298
Male
23
1
30
1
< 1 Year
No
28,850
152
293
0
116,816
Male
21
1
46
0
< 1 Year
Yes
29,600
152
135
0
60,391
Female
46
1
28
0
1-2 Year
Yes
54,570
26
76
1