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
371,849
Male
30
1
9
1
1-2 Year
No
23,999
26
216
0
2,216
Male
23
1
41
1
< 1 Year
No
40,072
152
223
0
268,639
Male
23
1
8
0
< 1 Year
Yes
57,565
152
99
0
495,509
Male
22
1
50
1
< 1 Year
No
44,465
152
119
0
441,415
Male
51
1
35
0
> 2 Years
Yes
2,630
26
144
1
462,658
Female
38
1
50
1
1-2 Year
No
28,774
124
268
0
410,868
Male
52
1
13
1
1-2 Year
No
25,483
124
11
0
307,410
Male
30
1
28
0
< 1 Year
Yes
39,588
124
215
1
396,619
Male
75
1
3
1
1-2 Year
No
34,035
26
261
0
200,129
Female
48
1
28
0
1-2 Year
Yes
26,790
154
58
0
184,688
Male
59
1
28
0
1-2 Year
Yes
25,514
156
94
0
28,307
Male
22
1
30
1
< 1 Year
No
29,214
152
50
0
456,798
Male
40
1
12
1
1-2 Year
No
32,595
152
34
0
244,369
Female
39
1
28
1
1-2 Year
No
25,227
124
168
0
96,318
Male
48
1
5
0
1-2 Year
Yes
24,156
124
104
0
502,985
Female
25
1
34
1
< 1 Year
No
32,069
152
233
0
252,598
Female
63
1
28
1
1-2 Year
No
42,396
26
21
0
200,427
Male
62
1
39
1
1-2 Year
Yes
31,434
26
208
0
14,186
Female
25
1
28
1
< 1 Year
No
35,789
152
14
0
281,016
Male
38
1
28
0
1-2 Year
Yes
34,111
157
195
1
269,526
Female
42
1
28
0
1-2 Year
Yes
37,760
26
198
0
51,434
Female
44
1
28
0
> 2 Years
Yes
43,225
26
235
0
341,586
Male
25
1
28
1
< 1 Year
No
70,410
152
256
0
203,330
Female
23
1
50
0
1-2 Year
Yes
27,380
124
269
0
206,193
Male
60
1
28
0
1-2 Year
Yes
66,862
24
296
0
304,517
Female
26
1
41
1
< 1 Year
No
29,233
152
163
0
101,028
Female
40
1
8
1
1-2 Year
No
21,554
160
72
0
122,963
Male
48
1
46
0
1-2 Year
Yes
35,183
124
223
0
128,512
Female
51
1
47
0
1-2 Year
No
27,490
16
254
0
116,190
Female
30
1
34
1
< 1 Year
No
2,630
152
33
0
199,904
Female
55
1
28
0
1-2 Year
Yes
29,770
55
162
0
502,732
Female
29
1
10
1
< 1 Year
No
28,160
151
13
0
26,746
Female
76
1
28
0
1-2 Year
Yes
32,727
26
96
0
16,273
Male
50
1
8
0
1-2 Year
Yes
24,895
26
192
1
43,813
Male
36
1
16
0
1-2 Year
Yes
27,028
152
279
0
62,669
Male
58
1
4
1
1-2 Year
No
2,630
26
35
0
48,397
Female
40
1
14
1
1-2 Year
Yes
22,193
122
110
0
143,432
Male
24
1
11
1
< 1 Year
No
31,467
152
166
0
486,349
Male
44
1
28
0
1-2 Year
Yes
2,630
157
236
1
256,167
Male
29
1
30
0
< 1 Year
No
23,212
152
221
0
178,538
Male
40
1
27
0
< 1 Year
No
2,630
1
68
0
249,236
Female
27
1
28
1
< 1 Year
No
40,352
152
45
0
357,300
Female
28
1
28
0
1-2 Year
Yes
51,753
124
162
0
254,814
Female
21
1
15
0
< 1 Year
Yes
26,662
152
270
0
100,754
Male
31
1
35
1
< 1 Year
No
36,956
152
49
0
378,032
Male
25
1
6
1
< 1 Year
No
19,955
152
107
0
440,250
Male
22
1
30
1
< 1 Year
No
29,289
152
269
0
353,160
Female
50
1
28
0
1-2 Year
Yes
2,630
124
142
1
197,737
Female
39
1
48
1
1-2 Year
No
2,630
124
223
0
907
Male
44
1
28
0
1-2 Year
Yes
35,482
26
59
0
206,089
Female
33
1
46
0
1-2 Year
Yes
24,061
155
216
1
175,935
Male
49
1
39
0
1-2 Year
Yes
33,064
124
200
0
312,964
Male
46
1
29
0
> 2 Years
Yes
39,116
26
282
1
410,215
Male
42
1
33
1
1-2 Year
No
31,323
35
56
0
175,150
Male
42
1
3
0
1-2 Year
Yes
15,414
124
213
1
367,588
Female
26
1
36
1
< 1 Year
No
40,178
152
74
0
26,805
Male
25
1
45
1
1-2 Year
No
29,284
124
35
0
202,128
Male
33
1
28
1
1-2 Year
No
25,353
156
165
0
470,744
Female
23
1
39
1
< 1 Year
No
30,556
152
163
0
159,796
Male
41
1
11
0
1-2 Year
Yes
2,630
124
248
1
22,835
Male
21
1
15
0
< 1 Year
No
41,437
160
48
0
242,386
Female
39
1
28
0
1-2 Year
No
39,013
26
111
0
17,746
Female
25
1
46
1
< 1 Year
No
23,370
152
252
0
125,061
Male
23
1
8
1
< 1 Year
No
40,949
160
17
0
178,501
Female
59
1
47
0
1-2 Year
Yes
2,630
156
294
0
169,980
Male
27
1
50
1
< 1 Year
No
26,255
152
118
0
405,118
Female
55
1
28
0
> 2 Years
Yes
35,309
26
71
1
211,949
Female
21
1
28
0
< 1 Year
Yes
45,372
152
247
0
91,371
Male
42
1
8
0
1-2 Year
Yes
47,053
26
32
1
137,463
Female
29
1
41
0
< 1 Year
Yes
2,630
152
174
0
194,454
Female
30
1
28
0
< 1 Year
Yes
32,525
152
125
0
162,939
Male
41
1
41
1
1-2 Year
No
37,973
26
176
0
55,513
Female
22
1
6
1
< 1 Year
No
39,011
152
299
0
183,722
Female
25
1
10
1
< 1 Year
No
28,701
152
78
0
493,707
Female
22
1
46
1
< 1 Year
No
26,787
26
200
0
252,266
Female
48
1
28
0
> 2 Years
Yes
35,948
122
245
0
69,909
Female
42
1
33
0
> 2 Years
Yes
36,154
124
123
0
15,465
Male
24
1
28
0
< 1 Year
Yes
34,584
152
36
0
353,192
Female
24
1
41
1
< 1 Year
No
24,074
152
82
0
271,386
Male
50
1
8
0
1-2 Year
Yes
32,688
26
235
0
364,320
Male
59
1
28
0
1-2 Year
No
66,237
124
30
0
307,336
Female
31
1
35
0
1-2 Year
Yes
59,255
154
61
1
275,524
Female
26
1
8
1
< 1 Year
No
33,247
152
133
0
367,743
Male
27
1
11
1
< 1 Year
No
27,363
152
53
0
423,001
Female
23
1
45
1
< 1 Year
No
27,112
152
218
0
304,018
Female
44
1
3
0
1-2 Year
Yes
19,463
26
212
1
115,315
Female
42
1
28
0
1-2 Year
Yes
44,849
124
99
0
302,754
Male
55
1
28
0
1-2 Year
Yes
2,630
156
26
0
266,469
Male
28
1
28
1
< 1 Year
No
30,289
152
275
0
292,539
Male
44
1
14
0
1-2 Year
Yes
35,176
124
214
0
11,038
Female
25
1
3
1
< 1 Year
No
25,123
152
12
0
27,463
Male
24
1
15
1
< 1 Year
No
33,042
152
137
0
487,854
Female
49
1
18
1
1-2 Year
No
31,612
26
187
0
102,902
Female
49
1
46
1
1-2 Year
No
2,630
26
12
0
129,427
Female
27
1
39
1
< 1 Year
No
2,630
152
168
0
438,560
Male
48
1
46
0
1-2 Year
Yes
22,471
124
165
1
323,265
Female
40
1
25
1
1-2 Year
Yes
30,524
152
48
0
332,752
Male
70
1
46
1
1-2 Year
No
28,473
124
235
0
474,483
Male
43
1
28
0
1-2 Year
Yes
37,167
124
122
1
299,689
Male
26
1
17
1
< 1 Year
No
49,941
152
202
0