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
137,571
Male
24
1
28
1
< 1 Year
Yes
48,301
152
96
0
105,343
Male
21
1
40
0
< 1 Year
Yes
34,820
124
217
0
142,463
Male
27
1
28
1
< 1 Year
No
35,267
152
114
0
85,227
Male
45
1
28
0
1-2 Year
No
67,396
26
37
0
212,631
Female
51
1
28
0
1-2 Year
Yes
39,224
157
53
1
181,089
Female
38
1
33
0
1-2 Year
Yes
30,235
154
281
0
166,883
Female
45
1
47
1
1-2 Year
No
40,515
16
140
0
373,778
Male
67
1
8
1
1-2 Year
No
2,630
25
95
0
319,907
Male
52
1
28
0
1-2 Year
Yes
46,545
26
241
1
394,777
Male
24
1
22
1
< 1 Year
No
29,317
151
178
0
366,246
Female
21
1
3
0
< 1 Year
Yes
27,204
160
111
0
411,944
Female
74
1
12
1
1-2 Year
No
26,654
26
155
0
74,378
Male
28
1
36
0
< 1 Year
Yes
26,859
152
238
0
253,846
Female
24
1
15
0
< 1 Year
Yes
37,490
151
146
0
271,779
Male
24
1
15
0
< 1 Year
Yes
33,145
152
24
0
208,386
Female
22
1
7
1
< 1 Year
No
33,604
152
202
0
23,187
Male
28
1
11
1
< 1 Year
No
30,804
152
105
0
453,046
Male
40
1
33
0
1-2 Year
Yes
25,208
124
13
1
201,965
Male
23
1
30
1
< 1 Year
No
27,330
152
93
0
377,102
Male
21
1
15
0
< 1 Year
Yes
43,209
160
208
0
476,465
Male
36
1
38
0
1-2 Year
Yes
33,188
26
59
1
176,009
Female
34
1
46
1
1-2 Year
No
27,180
124
13
0
187,428
Female
24
1
39
0
< 1 Year
Yes
39,669
152
61
0
324,157
Female
78
1
28
1
1-2 Year
No
50,656
26
254
0
373,647
Male
38
1
37
0
1-2 Year
Yes
29,995
152
136
0
75,825
Male
26
1
28
0
1-2 Year
Yes
240,809
156
286
1
405,318
Male
44
1
0
1
1-2 Year
No
2,630
122
253
0
221,992
Male
35
1
46
0
1-2 Year
Yes
2,630
160
214
0
80,236
Male
23
1
21
1
< 1 Year
No
26,935
152
226
0
2,485
Male
40
1
50
0
1-2 Year
Yes
18,559
124
124
0
176,959
Female
55
1
47
0
1-2 Year
Yes
37,008
26
282
0
141,289
Male
55
1
11
1
1-2 Year
No
29,460
26
180
0
285,038
Male
42
1
43
0
1-2 Year
Yes
53,720
124
47
0
147,172
Male
43
1
29
0
1-2 Year
Yes
32,382
124
194
1
42,507
Male
27
1
40
0
1-2 Year
Yes
36,219
26
282
0
126,120
Female
22
1
30
1
< 1 Year
No
30,013
152
78
0
360,170
Female
24
1
15
0
< 1 Year
Yes
38,184
152
40
0
206,839
Male
39
1
28
1
1-2 Year
Yes
28,797
124
144
1
130,277
Male
59
1
28
0
1-2 Year
Yes
56,046
124
275
0
171,251
Female
62
1
28
0
1-2 Year
Yes
2,630
124
28
0
21,968
Female
25
1
41
1
< 1 Year
No
34,660
152
135
0
306,669
Male
43
1
35
0
1-2 Year
Yes
30,589
26
291
0
364,016
Female
24
1
25
1
< 1 Year
No
29,151
152
212
0
198,387
Female
24
1
8
1
< 1 Year
No
22,993
152
146
0
242,346
Female
25
1
9
0
< 1 Year
Yes
24,062
152
87
0
173,647
Female
40
1
27
0
1-2 Year
Yes
2,630
154
216
0
149,109
Female
53
1
41
1
1-2 Year
No
33,424
124
28
0
93,726
Male
22
1
29
1
< 1 Year
No
35,746
152
262
0
499,842
Female
49
1
11
1
1-2 Year
No
29,010
152
128
0
327,888
Male
43
1
28
0
1-2 Year
Yes
85,315
30
140
0
59,901
Female
35
1
36
1
1-2 Year
No
32,280
152
176
0
183,270
Female
33
1
30
1
1-2 Year
No
25,416
122
24
0
344,580
Female
68
1
12
0
1-2 Year
Yes
15,459
26
222
0
243,272
Female
64
1
29
0
1-2 Year
No
2,630
124
98
0
60,490
Male
36
1
8
0
1-2 Year
Yes
36,833
154
104
1
270,528
Female
25
1
18
0
< 1 Year
Yes
28,587
152
72
0
392,528
Male
41
1
28
0
1-2 Year
Yes
29,757
124
66
1
101,571
Female
26
1
41
1
< 1 Year
No
29,617
152
226
0
209,939
Female
41
1
8
0
1-2 Year
Yes
28,945
26
270
0
56,410
Male
66
1
28
0
> 2 Years
Yes
2,630
156
47
0
157,602
Male
58
1
45
0
1-2 Year
Yes
31,368
124
268
1
260,299
Male
34
1
15
0
1-2 Year
Yes
2,630
156
189
0
340,596
Male
40
1
50
1
1-2 Year
No
23,073
157
230
0
356,015
Male
73
1
36
1
1-2 Year
No
37,275
26
86
0
119,840
Female
32
1
33
1
< 1 Year
No
26,799
152
169
0
481,786
Male
60
1
45
1
1-2 Year
No
25,259
124
81
0
122,470
Male
43
1
8
0
1-2 Year
Yes
41,670
154
185
0
378,777
Male
23
1
33
1
< 1 Year
No
33,107
152
125
0
244,290
Male
24
1
15
0
< 1 Year
No
29,791
152
66
0
9,023
Female
44
1
28
1
1-2 Year
No
31,507
26
244
0
217,808
Male
60
1
28
1
1-2 Year
No
38,323
13
257
0
35,350
Male
23
1
12
1
< 1 Year
No
25,796
152
23
0
504,969
Male
28
1
41
1
< 1 Year
No
29,987
152
241
0
373,255
Female
28
1
19
1
< 1 Year
No
2,630
152
195
0
238,285
Male
45
1
8
0
1-2 Year
Yes
40,231
26
263
0
366,049
Male
58
0
8
1
1-2 Year
No
39,599
124
167
0
290,432
Female
42
1
8
1
1-2 Year
No
24,200
7
22
0
154,479
Female
23
1
36
0
< 1 Year
Yes
31,421
152
200
0
383,845
Male
22
1
46
1
< 1 Year
No
28,986
160
293
0
307,840
Female
67
1
28
1
1-2 Year
No
50,263
26
180
0
93,791
Female
25
1
28
0
< 1 Year
Yes
43,412
124
206
0
463,078
Male
42
1
30
1
1-2 Year
No
38,547
26
102
0
388,133
Female
22
1
21
1
< 1 Year
No
41,701
152
95
0
129,996
Male
57
1
28
1
1-2 Year
No
38,280
124
49
0
487,365
Female
45
1
39
0
1-2 Year
Yes
32,100
26
17
1
275,167
Male
22
1
50
1
< 1 Year
No
29,102
152
250
0
363,355
Male
26
1
6
1
< 1 Year
No
28,729
152
234
0
366,479
Female
24
1
12
1
< 1 Year
No
32,192
152
157
0
368,415
Male
51
1
39
0
1-2 Year
Yes
39,077
124
225
0
63,249
Female
20
1
27
0
< 1 Year
Yes
25,727
124
182
0
187,654
Female
24
1
36
1
< 1 Year
No
34,198
152
222
0
126,954
Female
78
1
28
0
1-2 Year
Yes
44,410
26
196
0
468,395
Male
42
1
8
1
1-2 Year
No
33,318
26
29
0
23,451
Female
24
1
41
0
< 1 Year
Yes
37,628
152
103
1
474,900
Male
33
1
47
0
1-2 Year
Yes
30,217
124
45
1
187,081
Female
42
1
36
0
1-2 Year
Yes
34,187
156
274
1
297,288
Female
23
1
41
1
< 1 Year
No
37,872
152
204
0
319,231
Male
28
1
41
1
< 1 Year
No
47,786
152
273
0
287,256
Male
26
1
28
1
< 1 Year
No
33,296
152
45
0
338,560
Female
21
1
29
0
< 1 Year
Yes
38,254
152
165
0