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
33,873
Male
62
1
28
1
1-2 Year
No
47,946
124
47
0
322,798
Female
27
1
21
1
< 1 Year
No
21,742
152
226
0
131,644
Female
26
1
30
1
< 1 Year
No
24,967
152
97
0
74,744
Male
67
1
50
1
1-2 Year
No
35,247
18
108
0
18,699
Male
44
1
15
1
1-2 Year
No
27,285
124
127
0
172,207
Female
29
1
23
1
< 1 Year
No
29,744
152
139
0
124,684
Female
22
1
46
1
< 1 Year
No
19,313
152
157
0
388,821
Male
43
1
28
0
1-2 Year
Yes
42,009
26
166
1
186,646
Male
22
1
28
0
< 1 Year
Yes
49,379
154
129
0
31,401
Male
49
1
11
0
1-2 Year
Yes
22,559
22
184
1
214,097
Female
37
1
36
0
1-2 Year
Yes
2,630
26
99
0
129,791
Male
42
1
28
0
1-2 Year
Yes
60,559
29
64
0
24,536
Male
22
1
30
1
< 1 Year
No
34,623
152
139
0
1,484
Female
24
1
39
1
< 1 Year
No
29,911
152
107
0
461,566
Male
65
1
24
1
1-2 Year
No
27,399
122
141
0
246,713
Female
32
1
45
1
1-2 Year
No
26,491
154
282
0
245,028
Female
58
1
9
0
1-2 Year
Yes
40,183
152
64
0
301,443
Female
47
1
28
0
1-2 Year
Yes
33,747
124
239
0
121,285
Female
25
1
27
0
< 1 Year
Yes
27,929
152
90
1
399,240
Male
44
1
28
0
1-2 Year
Yes
26,574
163
144
1
299,020
Male
68
1
33
1
1-2 Year
No
32,585
124
272
0
273,611
Male
22
1
2
1
< 1 Year
No
21,216
160
104
0
108,577
Female
46
1
28
0
1-2 Year
Yes
38,607
24
64
1
453,332
Female
25
1
46
1
< 1 Year
No
22,958
152
84
0
193,245
Male
40
1
50
0
1-2 Year
Yes
20,377
154
57
1
40,958
Female
37
1
28
0
1-2 Year
Yes
40,501
122
164
0
98,858
Female
22
1
30
1
< 1 Year
No
33,902
152
270
0
108,444
Male
32
1
11
0
1-2 Year
No
17,510
26
200
0
354,693
Female
21
1
8
1
< 1 Year
No
46,344
160
109
0
265,089
Male
46
1
28
1
1-2 Year
No
30,580
26
144
0
338,793
Female
45
1
28
0
1-2 Year
Yes
37,259
122
41
0
296,179
Female
45
1
45
0
1-2 Year
Yes
44,569
25
205
0
32,709
Female
35
1
41
0
1-2 Year
Yes
2,630
160
192
0
308,543
Male
39
1
4
1
1-2 Year
No
31,753
26
65
0
433,434
Male
58
1
46
1
1-2 Year
No
38,648
124
116
0
330,599
Male
48
1
28
0
1-2 Year
Yes
2,630
157
234
0
298,480
Female
57
1
28
0
1-2 Year
No
26,902
26
78
0
83,266
Female
46
1
48
1
1-2 Year
No
2,630
124
209
0
172,141
Male
50
1
50
0
1-2 Year
Yes
52,453
30
195
0
75,058
Male
21
1
41
1
< 1 Year
No
34,331
156
264
0
63,538
Male
24
1
9
1
< 1 Year
No
37,034
152
228
0
107,357
Male
47
1
28
0
> 2 Years
Yes
2,630
124
265
1
352,772
Male
64
1
29
0
1-2 Year
Yes
30,129
26
52
0
388,022
Male
39
1
28
0
1-2 Year
Yes
42,270
26
299
1
330,488
Male
23
1
41
1
< 1 Year
No
26,075
26
34
0
96,573
Female
46
1
28
0
1-2 Year
Yes
41,860
26
180
0
46,766
Female
30
1
47
0
< 1 Year
Yes
36,445
152
122
0
131,094
Male
74
1
43
0
1-2 Year
No
28,171
124
97
0
440,575
Male
39
1
32
0
1-2 Year
Yes
2,630
26
108
1
396,860
Female
31
1
32
1
< 1 Year
No
2,630
152
229
0
180,482
Female
23
1
41
1
< 1 Year
No
32,294
152
20
0
432,490
Male
35
1
28
0
1-2 Year
Yes
46,896
124
263
1
228,193
Male
29
1
8
1
< 1 Year
No
31,516
152
120
0
317,155
Female
25
1
29
1
< 1 Year
No
29,752
151
27
0
124,095
Female
32
1
41
0
< 1 Year
Yes
22,929
124
187
1
318,212
Male
20
1
43
1
< 1 Year
No
26,422
160
181
0
366,097
Male
24
1
28
1
< 1 Year
No
50,273
152
18
0
336,064
Male
51
1
18
0
1-2 Year
Yes
35,327
124
197
0
313,796
Male
55
1
3
1
1-2 Year
No
26,420
26
35
0
424,032
Male
80
1
3
1
1-2 Year
No
23,933
26
247
0
164,881
Female
25
1
8
1
< 1 Year
No
47,210
152
145
0
86,912
Male
47
1
28
1
1-2 Year
No
24,519
122
165
0
377,638
Male
59
1
28
0
> 2 Years
Yes
2,630
54
230
0
278,268
Male
40
1
28
0
> 2 Years
Yes
50,978
26
128
0
73,710
Male
50
1
21
0
1-2 Year
Yes
30,107
26
288
0
71,236
Male
21
1
3
1
< 1 Year
No
20,685
160
280
0
11,690
Male
27
1
28
0
< 1 Year
Yes
35,469
152
176
0
384,489
Female
34
1
8
1
1-2 Year
No
28,720
152
69
0
498,470
Male
42
1
47
1
1-2 Year
No
29,301
16
171
0
169,768
Female
50
1
0
1
1-2 Year
No
2,630
45
195
0
464,864
Female
22
1
8
1
< 1 Year
No
33,862
152
211
0
494,822
Female
22
1
11
1
< 1 Year
No
30,984
152
30
0
432,115
Female
25
1
30
1
< 1 Year
No
22,099
152
213
0
130,437
Female
20
1
17
1
< 1 Year
No
48,557
160
203
0
364,147
Male
33
1
23
0
< 1 Year
Yes
2,630
152
217
1
299,215
Male
48
1
41
0
1-2 Year
Yes
41,657
26
60
0
4,689
Male
29
1
28
1
< 1 Year
No
29,254
152
223
0
56,572
Male
23
1
28
0
< 1 Year
Yes
68,724
152
233
0
134,228
Male
58
1
46
0
1-2 Year
Yes
50,085
26
299
1
81,981
Female
21
1
10
1
< 1 Year
No
33,186
152
39
0
118,615
Male
33
1
28
1
1-2 Year
No
29,619
26
29
0
10,986
Male
24
1
3
0
< 1 Year
Yes
22,188
152
99
0
34,351
Female
25
1
39
0
< 1 Year
Yes
26,157
152
208
0
285,145
Female
24
1
41
1
< 1 Year
No
52,705
152
10
0
467,058
Male
44
1
28
1
1-2 Year
No
37,684
26
201
0
455,469
Female
34
1
9
1
1-2 Year
No
2,630
152
291
0
154,652
Male
20
1
47
0
< 1 Year
Yes
36,175
160
59
0
432,896
Male
37
1
28
0
1-2 Year
Yes
40,377
26
260
1
234,020
Female
24
1
14
1
< 1 Year
No
35,101
152
93
0
299,905
Male
42
1
28
0
1-2 Year
Yes
38,651
122
189
0
12,760
Male
26
1
46
0
< 1 Year
Yes
27,633
152
243
0
466,983
Male
40
1
10
1
1-2 Year
No
2,630
152
125
0
380,018
Male
54
1
28
0
1-2 Year
Yes
53,941
26
243
1
115,009
Male
21
1
27
1
< 1 Year
Yes
2,630
160
78
0
239,653
Male
39
1
15
0
1-2 Year
Yes
25,594
156
176
0
189,183
Male
24
1
41
1
< 1 Year
No
57,670
152
285
0
270,069
Female
78
1
37
0
1-2 Year
Yes
38,723
26
299
1
257,099
Female
52
1
39
1
1-2 Year
No
30,023
124
284
0
102,247
Male
22
1
9
0
< 1 Year
Yes
30,245
152
142
0
453,104
Male
41
1
9
1
1-2 Year
No
35,499
26
196
0