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
327,489
Female
25
1
28
1
< 1 Year
No
38,526
152
51
0
253,107
Female
24
1
36
1
< 1 Year
No
38,033
152
88
0
163,432
Female
40
1
15
1
1-2 Year
No
24,077
152
101
0
381,655
Female
21
1
50
1
< 1 Year
No
40,034
152
24
0
398,045
Female
47
1
28
0
1-2 Year
Yes
31,308
26
110
1
40,771
Male
32
1
41
0
1-2 Year
Yes
32,429
26
10
1
362,448
Female
47
1
11
0
1-2 Year
Yes
42,766
26
227
0
249,731
Male
21
1
28
0
< 1 Year
Yes
27,585
152
63
0
245,928
Female
57
1
41
0
1-2 Year
Yes
40,557
12
125
0
73,032
Male
48
1
28
1
1-2 Year
No
47,842
26
270
0
90,195
Female
25
1
46
1
< 1 Year
No
28,073
152
94
0
317,723
Male
24
1
43
1
1-2 Year
No
27,489
124
69
0
278,208
Male
72
1
48
0
1-2 Year
No
2,630
15
199
0
291,823
Male
57
1
28
0
1-2 Year
No
2,630
26
152
0
376,453
Male
55
1
41
1
1-2 Year
Yes
25,706
26
153
0
383,724
Female
26
1
30
1
< 1 Year
No
23,353
152
25
0
271,637
Female
24
1
10
1
< 1 Year
No
30,845
152
246
0
335,415
Male
24
1
27
1
< 1 Year
No
26,679
152
37
0
315,343
Female
56
1
48
1
1-2 Year
No
2,630
26
76
0
336,643
Male
44
1
15
0
1-2 Year
Yes
26,425
163
208
0
51,754
Female
48
1
28
0
1-2 Year
Yes
45,817
26
62
0
485,223
Male
65
1
28
1
1-2 Year
No
29,448
26
157
0
442,137
Male
22
1
46
1
< 1 Year
No
27,723
152
204
0
61,154
Male
70
1
3
1
1-2 Year
No
20,396
26
178
0
76,581
Female
37
1
39
1
1-2 Year
No
35,079
124
40
0
260,233
Male
49
1
23
1
1-2 Year
No
29,402
26
22
0
55,354
Female
72
1
29
0
1-2 Year
Yes
41,284
26
183
1
61,382
Male
47
1
28
1
1-2 Year
No
44,229
124
16
0
315,484
Female
65
1
28
0
1-2 Year
Yes
35,590
122
214
1
489,603
Male
28
1
8
1
< 1 Year
No
43,320
26
273
0
129,704
Male
75
1
40
1
1-2 Year
No
2,630
26
87
0
378,733
Female
39
1
8
0
1-2 Year
Yes
2,630
157
221
1
214,064
Male
40
1
28
0
1-2 Year
Yes
35,551
124
178
1
298,478
Male
64
1
28
0
1-2 Year
Yes
38,723
26
287
1
242,582
Male
29
1
28
0
1-2 Year
Yes
2,630
156
114
0
444,682
Female
25
1
27
1
< 1 Year
No
26,007
152
187
0
374,085
Male
21
1
34
0
< 1 Year
Yes
27,755
152
234
0
46,573
Female
33
1
30
1
< 1 Year
No
26,870
152
32
0
20,827
Male
49
1
14
0
> 2 Years
Yes
40,166
26
62
0
91,921
Male
65
1
46
0
1-2 Year
Yes
26,248
26
257
0
213,975
Male
25
1
35
1
< 1 Year
No
36,206
152
131
0
207,201
Male
38
1
29
1
1-2 Year
No
37,633
26
218
0
117,399
Female
24
1
3
0
< 1 Year
Yes
41,762
152
276
1
282,473
Male
20
1
8
1
< 1 Year
No
45,878
160
184
0
307,929
Female
27
1
46
1
< 1 Year
No
24,955
152
104
0
391,374
Female
49
1
50
1
1-2 Year
No
34,542
8
11
0
115,260
Male
37
1
28
0
1-2 Year
Yes
31,862
124
227
0
296,025
Female
22
1
37
0
< 1 Year
Yes
33,968
152
100
0
307,091
Male
23
1
36
0
< 1 Year
Yes
44,645
152
29
0
136,462
Female
24
1
6
0
< 1 Year
Yes
31,205
152
107
0
369,952
Female
21
1
37
0
< 1 Year
No
20,619
160
126
0
250,085
Male
57
1
28
0
1-2 Year
No
44,493
55
254
0
355,051
Female
21
1
50
1
< 1 Year
No
42,118
160
205
0
55,296
Female
30
1
8
0
1-2 Year
Yes
2,630
156
208
1
60,445
Male
46
1
30
0
1-2 Year
Yes
40,038
124
270
0
186,945
Male
44
1
28
0
> 2 Years
Yes
47,313
26
131
0
280,224
Male
44
1
46
1
1-2 Year
No
27,377
124
212
0
304,379
Female
21
1
28
0
< 1 Year
Yes
38,401
124
178
0
123,507
Male
24
1
26
0
< 1 Year
Yes
40,862
152
107
0
321,635
Male
24
1
9
0
< 1 Year
Yes
28,367
152
64
0
88,209
Female
49
1
29
1
1-2 Year
No
28,096
26
194
0
507,818
Female
44
1
28
0
1-2 Year
Yes
48,440
124
133
1
349,365
Male
39
1
50
1
1-2 Year
No
22,726
124
104
0
298,934
Male
27
1
35
1
< 1 Year
No
28,201
152
180
0
394,035
Female
25
1
28
1
< 1 Year
No
2,630
153
133
0
402,219
Male
47
1
46
0
1-2 Year
Yes
43,135
124
269
1
158,072
Male
28
1
29
0
< 1 Year
Yes
38,844
124
70
1
1,357
Male
48
1
3
0
1-2 Year
Yes
37,412
26
180
1
135,608
Male
60
1
28
1
1-2 Year
No
49,932
26
126
0
214,269
Male
28
1
35
1
< 1 Year
No
41,229
152
255
0
444,648
Female
23
1
32
1
< 1 Year
No
22,121
152
33
0
131,169
Female
24
1
15
1
< 1 Year
No
34,255
152
45
0
130,068
Male
22
1
36
1
< 1 Year
No
38,994
152
277
0
178,166
Female
52
1
28
0
1-2 Year
Yes
42,774
124
216
0
351,717
Female
28
1
11
1
< 1 Year
No
33,684
152
169
0
186,946
Female
23
1
30
1
< 1 Year
No
16,822
152
205
0
279,564
Male
41
1
28
0
1-2 Year
Yes
35,770
26
189
0
141,227
Female
25
1
2
0
< 1 Year
Yes
2,630
152
227
0
249,883
Male
41
1
11
0
1-2 Year
Yes
31,341
124
122
0
138,842
Female
21
1
30
0
< 1 Year
Yes
27,003
160
224
0
356,279
Female
21
1
36
0
< 1 Year
No
32,050
160
179
0
293,626
Male
21
1
29
1
< 1 Year
No
22,913
152
87
0
53,568
Male
43
1
28
1
1-2 Year
No
46,639
124
126
0
82,670
Male
43
1
41
0
1-2 Year
Yes
49,830
12
79
1
138,703
Male
45
1
8
0
1-2 Year
Yes
39,626
124
224
0
96,142
Male
24
1
32
0
< 1 Year
Yes
35,215
151
233
1
478,419
Female
26
1
8
1
< 1 Year
No
34,029
152
72
0
192,774
Male
25
1
26
0
< 1 Year
Yes
41,003
152
19
0
472,499
Male
53
1
13
1
1-2 Year
No
29,277
26
121
0
302,345
Female
23
1
8
0
< 1 Year
Yes
32,516
151
49
0
297,006
Female
45
1
28
0
1-2 Year
Yes
63,964
26
32
0
365,510
Male
57
1
41
0
1-2 Year
Yes
28,405
26
106
0
105,426
Male
59
1
28
1
1-2 Year
Yes
2,630
124
171
0
153,245
Male
41
1
28
0
1-2 Year
Yes
37,192
26
172
1
142,360
Female
30
1
41
1
< 1 Year
No
29,881
152
137
0
10,091
Male
24
1
14
1
1-2 Year
Yes
2,630
156
35
0
407,414
Female
29
1
14
0
1-2 Year
Yes
2,630
157
103
1
121,898
Male
40
1
28
0
1-2 Year
Yes
45,680
26
104
0
132,041
Female
43
1
28
0
1-2 Year
Yes
33,425
26
10
0
377,909
Male
47
1
28
0
1-2 Year
Yes
33,932
26
25
0