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
22,253
Female
22
1
6
1
< 1 Year
No
24,345
152
93
0
208,388
Female
77
1
28
0
1-2 Year
Yes
96,941
124
281
0
125,156
Female
23
1
2
1
< 1 Year
No
30,997
152
16
0
443,635
Male
48
1
28
0
1-2 Year
Yes
33,539
26
231
1
114,386
Male
36
1
7
0
1-2 Year
Yes
2,630
154
209
1
163,038
Male
74
1
28
0
1-2 Year
Yes
33,747
26
109
0
328,152
Male
31
1
28
0
< 1 Year
Yes
31,527
152
165
1
438,332
Male
37
1
15
0
1-2 Year
Yes
22,240
124
167
1
366,011
Female
24
1
2
1
< 1 Year
No
30,414
160
169
0
97,672
Male
25
1
11
1
< 1 Year
No
55,537
152
77
0
27,125
Female
23
1
46
1
< 1 Year
No
30,736
152
185
0
287,038
Female
48
1
28
0
> 2 Years
Yes
68,631
124
62
0
213,329
Male
53
1
8
0
1-2 Year
Yes
39,579
26
147
0
77,658
Female
39
1
41
0
1-2 Year
Yes
29,633
124
161
0
318,554
Female
20
1
8
0
< 1 Year
Yes
84,328
160
173
0
4,515
Female
45
1
28
0
1-2 Year
Yes
37,388
26
78
1
258,959
Male
31
1
41
0
1-2 Year
No
45,607
124
134
0
233,755
Male
23
1
1
0
< 1 Year
Yes
2,630
154
127
0
489,332
Male
36
1
11
0
1-2 Year
Yes
26,242
26
221
1
237,929
Female
46
1
18
1
1-2 Year
No
42,727
124
85
0
338,528
Female
23
1
46
1
< 1 Year
No
16,173
152
265
0
242,924
Male
25
1
6
1
< 1 Year
No
23,586
152
252
0
122,812
Male
26
1
28
0
< 1 Year
Yes
2,630
156
180
0
16,799
Male
58
1
8
0
1-2 Year
Yes
25,768
26
296
1
380,243
Male
24
1
46
1
< 1 Year
No
44,209
160
157
0
348,040
Male
44
1
28
0
1-2 Year
Yes
34,339
26
113
1
251,629
Female
49
1
20
0
1-2 Year
Yes
2,630
26
279
0
477,317
Female
51
1
28
0
1-2 Year
Yes
29,831
26
167
1
313,130
Female
24
1
27
0
< 1 Year
Yes
21,501
160
153
0
294,474
Female
74
1
28
0
1-2 Year
Yes
39,775
122
82
0
397,097
Male
54
1
1
1
1-2 Year
No
2,630
113
94
0
142,185
Male
24
1
11
1
< 1 Year
No
33,115
152
131
0
177,681
Male
56
1
22
0
1-2 Year
Yes
2,630
124
32
0
257,055
Male
23
1
8
1
< 1 Year
No
59,168
26
158
0
207,569
Male
45
1
0
0
1-2 Year
No
2,630
122
220
0
297,972
Female
26
1
8
1
< 1 Year
No
26,976
152
132
0
439,196
Male
25
1
28
1
< 1 Year
No
54,510
152
137
0
361,793
Female
46
1
28
0
1-2 Year
Yes
46,914
13
34
1
103,193
Female
25
1
45
1
< 1 Year
No
2,630
152
129
0
352,078
Male
24
1
17
1
< 1 Year
No
2,630
152
266
0
22,815
Female
29
1
28
0
< 1 Year
Yes
2,630
160
251
0
325,495
Male
44
1
41
0
1-2 Year
No
33,760
163
150
0
405,276
Male
38
1
28
0
1-2 Year
Yes
43,512
124
41
1
448,674
Female
32
1
47
1
1-2 Year
No
29,598
16
208
0
213,525
Male
28
1
36
0
< 1 Year
Yes
2,630
160
202
0
196,803
Male
69
1
33
1
1-2 Year
No
31,082
61
149
0
186,915
Female
25
1
40
0
< 1 Year
Yes
25,609
152
103
0
393,722
Female
29
1
28
0
1-2 Year
Yes
26,444
26
75
1
368,538
Male
58
1
28
0
1-2 Year
Yes
46,172
124
172
0
274,734
Male
60
1
7
0
1-2 Year
Yes
2,630
157
214
0
330,639
Male
32
1
28
0
> 2 Years
Yes
52,305
26
135
1
234,438
Female
26
1
28
1
< 1 Year
No
39,079
152
76
0
446,207
Female
24
1
28
1
< 1 Year
No
45,924
152
32
0
321,867
Male
38
1
8
0
1-2 Year
Yes
28,696
124
141
1
59,436
Male
42
1
24
0
1-2 Year
No
26,123
124
159
0
250,138
Female
33
1
28
0
< 1 Year
Yes
57,625
124
183
0
405,173
Male
42
1
50
1
1-2 Year
No
43,791
124
28
0
377,578
Female
79
1
33
1
1-2 Year
No
25,199
124
45
0
196,030
Female
25
1
29
1
< 1 Year
No
22,287
151
186
0
88,843
Male
25
1
28
0
< 1 Year
Yes
33,971
152
166
0
288,936
Male
24
1
29
1
< 1 Year
No
36,843
152
182
0
112,585
Male
38
1
28
0
1-2 Year
Yes
35,779
26
83
0
307,258
Female
30
1
28
1
1-2 Year
No
39,327
26
253
0
52,946
Female
24
1
29
1
< 1 Year
No
32,142
152
51
0
178,281
Female
44
1
8
0
1-2 Year
Yes
27,680
124
258
0
136,518
Female
43
1
28
0
1-2 Year
Yes
42,586
30
211
1
93,595
Female
27
1
15
1
< 1 Year
No
23,431
152
180
0
114,581
Male
54
1
28
1
1-2 Year
No
36,068
55
104
0
407,263
Male
39
1
28
0
1-2 Year
Yes
2,630
124
231
1
255,744
Male
69
1
15
0
1-2 Year
Yes
27,257
26
227
1
119,651
Male
22
1
29
1
< 1 Year
No
32,598
152
215
0
227,648
Female
52
1
28
1
1-2 Year
No
23,042
124
176
0
105,421
Male
60
1
33
0
> 2 Years
Yes
2,630
124
243
0
239,850
Male
39
1
20
0
1-2 Year
Yes
2,630
124
198
0
453,754
Male
33
1
46
0
< 1 Year
Yes
25,246
156
205
1
57,466
Male
37
1
39
1
1-2 Year
No
2,630
124
151
0
277,743
Female
22
1
28
1
< 1 Year
No
25,921
153
91
0
132,548
Male
45
1
28
0
1-2 Year
Yes
31,241
155
210
1
25,206
Female
58
1
28
0
1-2 Year
Yes
33,536
163
90
1
131,119
Male
21
1
22
0
< 1 Year
Yes
27,558
160
27
0
216,459
Female
22
1
15
0
< 1 Year
Yes
42,069
152
79
0
262,164
Female
24
1
46
1
< 1 Year
No
24,346
152
40
0
24,656
Female
31
1
11
1
< 1 Year
No
33,804
152
183
0
367,453
Male
22
1
8
1
< 1 Year
No
67,382
152
95
0
336,183
Female
33
1
0
0
1-2 Year
No
2,630
26
71
0
42,628
Female
75
1
28
1
1-2 Year
No
28,972
122
136
0
171,293
Male
22
1
5
1
< 1 Year
No
30,991
152
257
0
162,238
Male
41
1
46
1
1-2 Year
No
2,630
160
65
0
286,363
Male
64
1
29
0
1-2 Year
Yes
22,654
124
134
0
44,928
Male
23
1
47
0
< 1 Year
Yes
43,707
152
129
0
33,373
Female
48
1
30
1
1-2 Year
No
22,400
152
46
0
221,109
Male
22
1
30
1
< 1 Year
No
28,451
152
116
0
60,223
Female
47
1
14
0
1-2 Year
Yes
35,320
152
100
0
183,743
Female
61
1
46
0
1-2 Year
Yes
29,291
154
284
0
264,257
Male
69
1
28
0
1-2 Year
Yes
32,378
124
25
0
279,958
Male
21
1
38
0
< 1 Year
Yes
26,501
160
27
0
378,509
Female
23
1
35
1
< 1 Year
No
31,452
152
103
0
121,077
Female
21
1
32
0
< 1 Year
Yes
28,372
152
239
0
15,582
Female
46
1
46
0
1-2 Year
Yes
30,195
124
295
1
60,243
Female
24
1
41
1
< 1 Year
No
34,047
152
228
0