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
293,387
Male
27
1
15
1
< 1 Year
No
50,405
152
33
0
339,479
Female
23
1
46
0
< 1 Year
Yes
33,137
26
58
0
202,149
Male
61
1
46
1
1-2 Year
No
32,460
26
295
0
204,719
Female
34
1
36
1
1-2 Year
No
35,782
152
26
0
173,434
Female
39
1
32
0
1-2 Year
Yes
30,844
156
256
0
263,694
Male
40
1
28
0
1-2 Year
No
45,164
122
103
0
123,935
Male
56
1
33
1
1-2 Year
Yes
2,630
124
136
0
377,359
Male
50
1
8
0
> 2 Years
Yes
41,645
26
220
1
331,635
Male
43
1
34
0
1-2 Year
Yes
37,185
26
52
1
486,352
Female
50
1
28
0
> 2 Years
Yes
34,745
155
241
1
206,291
Male
28
1
37
0
< 1 Year
Yes
31,760
160
81
0
418,010
Female
30
1
8
1
< 1 Year
No
34,585
160
148
0
458,697
Male
20
1
11
1
< 1 Year
No
25,807
160
296
0
41,894
Female
29
1
8
1
< 1 Year
No
53,641
152
200
0
432,876
Female
21
1
10
1
< 1 Year
No
25,773
160
91
0
36,780
Female
22
1
37
1
< 1 Year
No
2,630
152
146
0
288,779
Male
26
1
50
1
< 1 Year
No
38,853
152
274
0
108,044
Male
24
1
23
1
< 1 Year
No
38,590
152
264
0
398,309
Female
21
1
11
1
< 1 Year
No
28,346
152
40
0
299,978
Male
53
1
28
0
1-2 Year
Yes
31,991
124
106
1
303,794
Male
60
1
6
0
1-2 Year
No
2,630
156
123
0
443,087
Female
38
1
28
0
1-2 Year
Yes
30,295
124
188
1
31,979
Male
32
1
8
0
1-2 Year
Yes
2,630
26
124
1
196,878
Male
39
1
37
1
1-2 Year
No
2,630
160
182
0
323,458
Male
32
1
8
0
1-2 Year
Yes
2,630
156
83
0
10,690
Male
21
1
17
1
< 1 Year
No
25,635
152
214
0
331,068
Male
65
1
28
0
> 2 Years
Yes
51,964
25
75
1
14,893
Male
52
1
11
1
1-2 Year
No
34,621
124
279
0
135,235
Male
28
1
8
1
< 1 Year
No
45,317
156
115
0
283,783
Female
49
1
6
1
1-2 Year
No
44,081
26
194
0
359,500
Male
38
1
28
0
1-2 Year
Yes
45,250
26
229
0
27,757
Male
45
1
28
0
1-2 Year
Yes
48,188
124
109
1
272,203
Male
24
1
2
0
< 1 Year
No
22,537
152
285
0
65,050
Male
69
1
23
0
1-2 Year
Yes
32,356
26
120
0
332,381
Male
27
1
35
1
< 1 Year
No
23,508
152
63
0
480,190
Male
24
1
50
1
< 1 Year
No
35,824
152
275
0
5,822
Female
65
1
46
0
1-2 Year
Yes
51,680
26
55
0
365,330
Female
49
1
46
0
1-2 Year
Yes
43,497
11
146
0
174,882
Female
42
1
28
0
1-2 Year
Yes
2,630
124
215
1
60,096
Male
32
1
28
0
< 1 Year
Yes
28,489
124
25
0
501,939
Male
27
1
44
1
< 1 Year
No
30,277
152
275
0
297,723
Male
76
1
20
0
> 2 Years
Yes
2,630
124
255
0
31,277
Female
22
1
43
1
< 1 Year
No
2,630
152
60
0
373,305
Female
24
1
8
1
< 1 Year
No
43,950
151
145
0
288,789
Female
38
1
28
0
1-2 Year
Yes
27,240
23
130
0
379,531
Female
55
1
28
1
1-2 Year
No
48,221
26
36
0
267,988
Male
26
1
8
0
< 1 Year
No
30,548
152
258
0
447,584
Male
25
1
36
1
< 1 Year
No
28,024
160
39
0
56,515
Male
64
1
28
0
1-2 Year
Yes
27,368
124
287
0
343,238
Male
35
1
30
0
1-2 Year
Yes
41,757
124
90
0
334,911
Female
23
1
41
1
< 1 Year
No
42,652
152
91
0
106,341
Male
72
1
47
1
1-2 Year
No
26,169
16
291
0
261,961
Female
52
1
28
1
1-2 Year
No
60,112
26
229
0
361,437
Male
44
1
46
0
1-2 Year
Yes
34,487
124
166
1
20,463
Female
39
1
11
0
1-2 Year
Yes
2,630
157
85
1
62,226
Female
33
1
11
0
1-2 Year
Yes
35,200
124
142
0
286,154
Male
51
1
13
0
1-2 Year
Yes
34,459
124
182
1
51,307
Female
28
1
21
1
< 1 Year
No
17,643
152
178
0
308,223
Male
50
1
41
1
1-2 Year
No
33,248
124
210
0
99,716
Male
72
1
8
0
1-2 Year
Yes
2,630
26
247
0
87,329
Female
78
1
46
0
1-2 Year
No
45,008
11
68
0
24,810
Male
65
1
11
0
1-2 Year
Yes
40,962
26
68
0
233,580
Male
34
1
8
1
1-2 Year
No
64,051
124
62
0
218,410
Male
25
1
33
1
< 1 Year
No
23,429
152
114
0
142,519
Male
46
1
28
0
1-2 Year
Yes
28,660
26
260
0
221,574
Female
47
1
50
0
1-2 Year
Yes
36,831
152
106
0
37,673
Male
77
1
42
0
1-2 Year
No
38,753
124
270
0
39,875
Male
33
1
28
0
1-2 Year
Yes
25,256
156
170
0
294,640
Male
21
1
43
0
< 1 Year
Yes
24,508
152
144
0
179,579
Male
49
1
11
0
1-2 Year
Yes
39,900
26
73
0
206,460
Female
51
1
7
0
1-2 Year
Yes
2,630
26
215
0
464,217
Male
27
1
28
1
< 1 Year
No
30,440
152
100
0
309,920
Male
46
1
47
0
1-2 Year
Yes
30,771
124
48
0
460,017
Male
54
1
33
0
1-2 Year
Yes
49,369
26
276
1
19,871
Female
26
1
8
1
< 1 Year
No
68,613
152
120
0
197,831
Female
28
1
33
1
< 1 Year
No
28,978
152
209
0
185,781
Female
44
1
28
0
> 2 Years
Yes
78,264
55
29
0
315,380
Male
44
1
33
0
> 2 Years
Yes
33,470
124
75
0
443,119
Female
21
1
32
1
< 1 Year
No
32,894
160
287
0
485,279
Male
58
1
28
0
> 2 Years
Yes
31,679
26
98
1
173,812
Female
34
1
19
0
1-2 Year
Yes
37,931
124
23
1
229,285
Male
49
1
28
0
1-2 Year
Yes
50,289
124
238
1
47,315
Female
39
1
28
0
1-2 Year
Yes
2,630
26
157
1
35,420
Male
26
1
28
0
< 1 Year
Yes
55,157
26
213
0
43,322
Male
53
1
8
0
1-2 Year
Yes
32,413
25
242
1
44,155
Male
60
1
28
1
1-2 Year
No
42,882
13
54
0
359,185
Female
36
1
28
0
1-2 Year
Yes
2,630
26
283
1
99,049
Female
35
1
28
0
1-2 Year
Yes
46,705
122
10
0
272,131
Female
41
1
28
0
1-2 Year
Yes
52,290
124
182
0
349,098
Male
41
1
21
0
1-2 Year
Yes
2,630
124
191
0
200,364
Male
67
1
28
0
1-2 Year
Yes
61,216
26
196
0
250,232
Female
25
1
18
1
< 1 Year
No
36,410
152
149
0
241,758
Male
41
1
46
0
> 2 Years
Yes
39,027
26
218
1
242,031
Female
45
1
28
1
1-2 Year
No
29,150
124
183
0
42,762
Female
22
1
36
1
< 1 Year
No
37,892
152
277
0
9,561
Female
53
1
11
0
1-2 Year
Yes
41,701
26
290
0
200,162
Female
23
1
15
0
< 1 Year
Yes
39,664
152
143
0
233,142
Male
27
1
21
0
1-2 Year
Yes
2,630
156
194
0
87,422
Male
56
1
39
1
1-2 Year
No
44,136
124
43
0
77,285
Female
21
1
44
1
< 1 Year
No
36,442
160
199
0