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
392,856
Female
25
1
41
1
< 1 Year
No
29,690
152
188
0
434,013
Female
46
1
28
0
1-2 Year
Yes
28,753
26
176
1
346,358
Female
27
1
21
1
< 1 Year
No
26,973
152
274
0
77,784
Female
53
1
28
1
1-2 Year
No
27,235
26
25
0
109,410
Female
67
1
41
0
1-2 Year
Yes
2,630
157
15
0
437,666
Male
21
1
3
1
< 1 Year
No
28,824
160
162
0
44,283
Female
23
1
46
1
< 1 Year
No
35,579
152
198
0
377,491
Male
61
1
28
0
1-2 Year
Yes
51,425
26
56
0
473,232
Female
36
1
28
0
1-2 Year
Yes
40,233
124
148
1
63,921
Male
60
1
50
1
1-2 Year
No
49,119
8
298
0
315,157
Male
50
1
8
0
1-2 Year
Yes
51,258
26
231
0
76,205
Male
23
1
28
1
< 1 Year
No
48,396
152
126
0
294,124
Female
23
1
46
1
< 1 Year
No
32,754
151
57
0
246,045
Male
59
1
28
0
1-2 Year
Yes
53,769
52
285
0
355,102
Male
42
1
13
0
1-2 Year
Yes
20,534
26
276
0
309,532
Female
24
1
30
1
< 1 Year
No
21,050
152
48
0
164,478
Male
23
1
8
0
< 1 Year
Yes
36,152
152
284
0
228,919
Female
42
1
30
1
1-2 Year
No
28,654
26
41
0
88,040
Female
67
1
29
0
1-2 Year
Yes
61,667
26
107
1
354,500
Male
39
1
48
1
1-2 Year
No
2,630
122
63
0
89,941
Male
37
1
33
0
1-2 Year
Yes
2,630
156
132
0
419,963
Male
55
1
18
0
1-2 Year
Yes
35,001
26
126
1
327,837
Female
25
1
13
1
< 1 Year
No
19,816
152
53
0
232,061
Male
48
1
0
0
1-2 Year
Yes
2,630
122
151
0
324,451
Female
24
1
47
1
< 1 Year
No
2,630
152
242
0
256,761
Male
51
1
43
0
1-2 Year
Yes
26,741
124
95
0
133,850
Female
35
1
36
1
1-2 Year
No
35,150
151
87
0
354,648
Female
35
1
3
0
> 2 Years
Yes
2,630
26
249
0
56,637
Female
22
1
15
0
< 1 Year
Yes
36,074
152
44
0
433,278
Male
49
1
45
0
1-2 Year
Yes
34,449
26
90
1
342,265
Female
25
1
21
1
< 1 Year
No
24,202
152
78
0
479,797
Male
44
1
28
0
1-2 Year
Yes
40,531
26
286
1
273,815
Male
31
1
41
0
1-2 Year
Yes
30,237
124
184
1
193,443
Male
26
1
6
0
< 1 Year
Yes
42,849
152
248
0
372,808
Male
37
1
8
1
1-2 Year
No
30,787
124
21
0
6,710
Male
26
1
15
1
< 1 Year
No
26,268
152
29
0
229,734
Female
27
1
8
1
< 1 Year
No
45,394
152
244
0
65,078
Female
24
1
3
0
< 1 Year
Yes
23,608
26
120
1
165,075
Male
50
1
28
0
> 2 Years
Yes
62,797
26
31
0
50,261
Female
80
1
28
0
1-2 Year
Yes
39,111
26
196
0
325,034
Female
25
1
28
1
< 1 Year
No
54,263
152
233
0
484,906
Female
43
1
47
1
1-2 Year
No
29,666
26
195
0
255,391
Male
25
1
3
1
< 1 Year
No
55,397
152
277
0
168,951
Male
48
1
46
0
1-2 Year
Yes
45,516
26
85
1
43,647
Male
58
1
43
1
1-2 Year
No
25,923
25
30
0
266,070
Male
41
1
39
1
1-2 Year
No
38,066
124
259
0
429,067
Female
56
1
28
1
1-2 Year
No
65,984
26
93
0
19,319
Female
22
1
40
1
< 1 Year
No
29,456
152
144
0
492,543
Male
45
1
8
0
1-2 Year
Yes
44,908
25
291
1
160,695
Female
38
1
46
0
1-2 Year
Yes
30,459
156
173
1
21,110
Male
38
1
35
0
1-2 Year
Yes
33,418
124
42
0
450,696
Male
48
1
28
0
1-2 Year
Yes
37,769
26
30
1
324,706
Female
48
1
30
0
1-2 Year
Yes
30,526
26
249
0
239,602
Male
28
1
41
1
< 1 Year
No
29,373
152
298
0
203,583
Male
54
1
38
0
1-2 Year
Yes
24,732
26
210
0
323,313
Male
31
1
28
0
1-2 Year
Yes
37,560
154
286
1
285,903
Male
42
1
28
1
1-2 Year
No
35,341
124
249
0
25,117
Male
27
1
3
0
< 1 Year
Yes
28,616
152
268
0
390,314
Female
36
1
30
0
1-2 Year
Yes
45,902
26
60
1
124,881
Female
23
1
41
1
< 1 Year
No
28,641
152
58
0
280,798
Female
25
1
2
1
< 1 Year
No
41,492
152
153
0
249,741
Female
76
1
3
0
1-2 Year
Yes
21,458
124
154
0
168,129
Male
78
1
28
0
> 2 Years
Yes
68,526
26
289
1
157,907
Female
21
1
28
0
< 1 Year
Yes
27,776
152
178
0
311,561
Female
23
1
28
0
< 1 Year
Yes
32,069
26
298
0
216,763
Female
22
1
41
1
< 1 Year
No
23,183
152
36
0
353,442
Male
45
1
8
0
1-2 Year
Yes
51,182
124
235
0
113,008
Female
22
1
49
0
< 1 Year
No
2,630
152
167
0
87,006
Male
23
1
8
1
< 1 Year
No
32,386
152
149
0
320,941
Female
26
1
41
1
< 1 Year
No
41,479
152
184
0
219,027
Male
23
1
36
0
< 1 Year
Yes
43,412
152
274
1
273,238
Male
40
1
46
0
1-2 Year
Yes
35,145
93
123
0
8,550
Male
42
1
28
0
1-2 Year
No
41,649
26
19
0
31,530
Female
80
1
50
1
1-2 Year
No
25,387
65
263
0
113,854
Male
65
1
28
1
1-2 Year
No
31,935
26
153
0
57,454
Female
26
1
28
1
< 1 Year
No
40,001
152
93
0
263,078
Female
23
1
7
1
< 1 Year
No
49,232
151
203
0
498,934
Female
25
1
33
1
< 1 Year
No
35,365
152
35
0
496,577
Female
25
1
37
1
< 1 Year
No
40,951
152
32
0
504,706
Male
53
1
43
1
1-2 Year
No
32,952
26
59
0
300,289
Female
26
1
41
1
< 1 Year
No
21,552
152
134
0
348,554
Female
67
1
28
0
1-2 Year
Yes
2,630
124
62
1
92,246
Female
32
1
15
0
< 1 Year
No
38,373
152
162
0
288,434
Female
22
1
33
1
< 1 Year
No
33,032
152
217
0
240,579
Female
35
1
25
0
1-2 Year
No
23,129
152
115
0
406,696
Female
54
1
28
0
1-2 Year
Yes
36,139
26
292
1
11,139
Female
69
1
3
0
1-2 Year
Yes
27,681
124
158
0
185,698
Female
26
1
41
1
< 1 Year
No
27,876
152
156
0
365,201
Female
23
1
30
1
< 1 Year
No
24,745
152
183
0
492,434
Male
24
1
15
1
< 1 Year
No
35,812
152
164
0
453,848
Female
39
1
8
0
1-2 Year
Yes
36,191
7
136
1
20,773
Male
23
1
29
1
< 1 Year
No
28,018
152
145
0
377,596
Male
21
1
46
1
< 1 Year
No
27,657
152
230
0
483,259
Female
37
1
41
1
1-2 Year
No
18,277
26
98
0
173,927
Male
50
1
8
1
1-2 Year
No
2,630
124
185
0
354,599
Female
29
1
11
1
< 1 Year
No
21,357
152
177
0
445,300
Female
21
1
11
1
< 1 Year
No
28,722
160
52
0
342,542
Male
47
1
8
0
1-2 Year
Yes
2,630
157
141
0
310,999
Female
42
1
35
0
1-2 Year
Yes
20,846
154
66
0
106,152
Male
27
1
28
0
< 1 Year
No
57,550
152
59
1