id
int64
0
1.2M
Age
float64
18
64
⌀
Gender
stringclasses
2 values
Annual Income
float64
1
150k
⌀
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
⌀
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
⌀
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
⌀
Vehicle Age
float64
0
19
⌀
Credit Score
float64
300
849
⌀
Insurance Duration
float64
1
9
⌀
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
46,000
32
Female
709
Divorced
null
Master's
Self-Employed
14.673859
Rural
Basic
1
13
622
3
2019-10-27 15:21:39.134960
Average
No
Weekly
Apartment
607
46,001
26
Male
113,625
Divorced
3
Master's
Self-Employed
null
Suburban
Comprehensive
1
18
498
6
2019-08-21 15:21:39.193945
Poor
Yes
Weekly
House
638
46,002
55
Female
36,031
Divorced
0
Bachelor's
Employed
32.817488
Urban
Comprehensive
1
17
706
4
2022-09-05 15:21:39.167099
Poor
Yes
Rarely
House
567
46,003
19
Female
817
Divorced
0
PhD
Employed
32.792952
Suburban
Basic
null
2
665
7
2023-03-04 15:21:39.172097
Average
Yes
Daily
Apartment
66
46,004
36
Male
19,098
Divorced
0
PhD
Self-Employed
27.091711
Rural
Premium
2
14
387
9
2021-09-15 15:21:39.271453
Good
No
Daily
Apartment
566
46,005
28
Male
28,499
Married
4
Bachelor's
Self-Employed
5.272034
Suburban
Comprehensive
1
0
540
8
2020-05-19 15:21:39.151732
Average
Yes
Rarely
House
540
46,006
29
Male
null
null
3
PhD
Employed
22.898682
Urban
Basic
null
13
453
9
2022-12-29 15:21:39.265513
Good
Yes
Daily
Condo
822
46,007
19
Male
79,873
Single
3
High School
Unemployed
35.812609
Urban
Basic
3
13
745
7
2021-04-10 15:21:39.289099
Good
Yes
Rarely
House
1,839
46,008
27
Female
11,795
Single
4
Bachelor's
Self-Employed
32.878488
Rural
Premium
null
17
339
4
2020-03-10 15:21:39.093681
Good
Yes
Weekly
Condo
734
46,009
47
Female
16,275
Single
1
PhD
null
44.847252
Suburban
Comprehensive
1
8
722
9
2020-09-09 15:21:39.205850
Poor
No
Rarely
Condo
632
46,010
51
Male
106,926
Single
2
High School
null
11.163375
Suburban
Basic
2
19
469
9
2023-08-06 15:21:39.155231
Good
Yes
Monthly
House
28
46,011
39
Male
18,244
Married
2
Master's
Employed
13.456785
Rural
Premium
0
14
846
3
2022-08-20 15:21:39.186212
Average
Yes
Monthly
Condo
1,038
46,012
18
Male
27,358
Married
1
High School
null
14.834458
Urban
Premium
null
17
674
2
2021-03-10 15:21:39.134960
Average
No
Monthly
Condo
1,214
46,013
19
Female
2,799
Married
0
Bachelor's
null
44.688727
Suburban
Basic
0
3
653
8
2022-12-21 15:21:39.193945
Poor
No
Daily
Condo
1,853
46,014
28
Male
30,274
Married
0
Master's
Unemployed
12.143695
Urban
Basic
null
10
459
6
2019-12-24 15:21:39.177724
Average
No
Daily
Apartment
379
46,015
45
Female
3,720
Married
1
High School
null
43.871177
Suburban
Premium
null
7
null
4
2019-12-04 15:21:39.166062
Average
Yes
Daily
House
115
46,016
49
Female
54,687
Divorced
1
High School
Unemployed
null
Urban
Premium
null
10
555
5
2023-09-24 15:21:39.155231
Average
Yes
Rarely
Condo
2,269
46,017
31
Male
44,764
Divorced
0
High School
Employed
null
Suburban
Premium
2
16
585
2
2021-04-24 15:21:39.205850
Poor
No
Weekly
House
1,435
46,018
63
Female
54,890
Divorced
4
PhD
Employed
17.160862
Urban
Basic
null
18
494
7
2021-05-02 15:21:39.155231
Good
Yes
Weekly
Apartment
49
46,019
45
Female
16,076
Single
1
PhD
Unemployed
35.005938
Suburban
Premium
null
12
618
9
2021-02-08 15:21:39.155231
Poor
No
Monthly
House
502
46,020
36
Female
6,091
Divorced
0
Bachelor's
Self-Employed
21.847253
Rural
Basic
1
17
638
7
2023-03-02 15:21:39.134960
Good
No
Daily
Apartment
762
46,021
23
Female
29,006
Married
4
High School
Employed
5.306839
Urban
Premium
0
12
442
3
2023-06-24 15:21:39.092127
Average
Yes
Weekly
Condo
2,789
46,022
20
Female
20,883
Married
1
High School
Employed
29.999036
Urban
Premium
3
19
590
5
2021-09-28 15:21:39.154008
Average
Yes
Daily
Condo
1,022
46,023
46
Female
91,677
Married
0
High School
Self-Employed
12.687328
Suburban
Comprehensive
null
14
335
2
2024-06-13 15:21:39.177724
Poor
Yes
Weekly
Apartment
722
46,024
44
Male
53,103
Single
3
PhD
Self-Employed
37.948689
Suburban
Basic
1
12
321
1
2022-06-29 15:21:39.223390
Good
No
Monthly
House
857
46,025
64
Male
29,042
Single
2
PhD
null
11.883461
Urban
Comprehensive
2
6
null
4
2022-07-23 15:21:39.090124
Average
Yes
Monthly
Apartment
2,319
46,026
24
Female
45,790
Married
3
Bachelor's
Employed
39.908134
Suburban
Basic
0
7
null
7
2022-03-01 15:21:39.221386
Good
No
Daily
Condo
1,784
46,027
21
Female
6,071
Married
4
PhD
null
13.582651
Rural
Basic
0
5
836
7
2022-01-20 15:21:39.246098
Poor
No
Rarely
Apartment
1,669
46,028
51
Male
576
Single
4
High School
Employed
8.442106
Suburban
Basic
3
14
616
2
2019-09-06 15:21:39.271453
null
Yes
Rarely
House
532
46,029
26
Female
16,124
Divorced
1
High School
null
23.990012
Rural
Comprehensive
4
15
null
2
2023-06-08 15:21:39.092127
Poor
Yes
Rarely
House
694
46,030
28
Male
64,960
Divorced
null
Master's
null
16.263424
Suburban
Basic
1
12
812
5
2019-08-31 15:21:39.190215
Average
Yes
Weekly
Apartment
2,519
46,031
56
Female
48,872
Single
2
High School
null
25.789503
Urban
Comprehensive
null
15
null
5
2023-07-15 15:21:39.155231
Average
Yes
Monthly
Condo
111
46,032
50
Female
38,665
Divorced
0
High School
Self-Employed
21.667817
Suburban
Basic
0
3
573
4
2024-02-23 15:21:39.185215
Good
No
Rarely
House
1,678
46,033
47
Female
46,792
Single
4
Bachelor's
Self-Employed
43.845526
Rural
Premium
null
1
465
7
2021-06-30 15:21:39.082499
Poor
No
Rarely
Apartment
3,914
46,034
22
Male
2,533
Single
3
Bachelor's
Unemployed
null
Rural
Comprehensive
1
5
554
8
2024-04-13 15:21:39.191219
Poor
Yes
Rarely
Apartment
1,683
46,035
54
Female
3,686
Married
2
PhD
Unemployed
7.730878
Urban
Comprehensive
1
2
467
9
2023-02-28 15:21:39.244069
Good
Yes
Monthly
House
1,489
46,036
30
Female
12,097
Single
1
Master's
Unemployed
28.524921
Suburban
Premium
1
5
null
6
2022-11-26 15:21:39.220389
Poor
No
Daily
House
671
46,037
34
Male
11,863
Married
4
High School
Employed
12.070428
Suburban
Basic
1
14
644
1
2020-11-07 15:21:39.116179
Good
No
Monthly
Condo
1,717
46,038
54
Male
3,313
Married
2
Bachelor's
Self-Employed
24.63868
Urban
Premium
0
17
434
1
2022-04-21 15:21:39.233998
null
No
Rarely
Apartment
1,181
46,039
31
Female
14,086
Married
0
Bachelor's
null
14.785224
Urban
Comprehensive
2
3
783
9
2024-01-01 15:21:39.126661
Average
Yes
Monthly
Condo
469
46,040
60
Female
null
Single
3
Master's
null
13.757527
Suburban
Basic
null
7
null
8
2021-01-08 15:21:39.237118
null
No
Weekly
Apartment
2,098
46,041
49
Male
15,255
Married
4
Master's
Self-Employed
26.135501
Suburban
Comprehensive
null
11
691
2
2022-04-05 15:21:39.082499
Average
Yes
Monthly
Apartment
1,132
46,042
46
Female
10,175
Divorced
1
Master's
Employed
32.123799
Urban
Comprehensive
2
2
676
6
2020-05-28 15:21:39.134960
Poor
No
Weekly
House
567
46,043
null
Female
16,891
Divorced
1
Master's
Employed
8.818698
Suburban
Basic
2
9
615
8
2024-01-11 15:21:39.272456
Average
No
Daily
Condo
632
46,044
44
Male
25,863
Married
null
Bachelor's
Employed
21.440058
Urban
Premium
1
14
null
8
2023-02-15 15:21:39.237118
Good
Yes
Daily
Condo
690
46,045
27
Female
62,388
Married
2
Bachelor's
Unemployed
21.082907
Rural
Basic
4
18
330
9
2020-01-10 15:21:39.255696
Poor
Yes
Daily
House
2,326
46,046
58
Female
28,215
Divorced
4
Bachelor's
Unemployed
21.571073
Rural
Premium
0
4
447
9
2022-07-02 15:21:39.188220
Good
Yes
Monthly
Condo
1,639
46,047
58
Male
18,113
Married
1
High School
Employed
26.179929
Rural
Premium
null
15
489
1
2021-05-05 15:21:39.166062
Poor
No
Daily
Condo
3,227
46,048
41
Male
2,183
Divorced
null
Master's
Self-Employed
36.724778
Suburban
Premium
null
14
364
2
2020-06-13 15:21:39.155231
Poor
No
Daily
House
1,171
46,049
41
Male
35,786
Divorced
1
Bachelor's
Unemployed
11.994444
Suburban
Premium
0
7
658
6
2020-11-29 15:21:39.155231
Average
Yes
Rarely
Condo
1,554
46,050
37
Male
329
Divorced
1
High School
Self-Employed
30.142484
Suburban
Premium
2
2
598
1
2020-03-30 15:21:39.184157
Average
No
Daily
Apartment
1,517
46,051
55
Male
32,623
Single
1
High School
null
24.892779
Urban
Basic
null
17
348
4
2021-12-11 15:21:39.231531
Average
Yes
Daily
Condo
1,465
46,052
55
Male
4,135
Divorced
4
High School
null
42.494475
Urban
Premium
0
0
474
5
2022-06-05 15:21:39.281787
Poor
Yes
Daily
Apartment
1,000
46,053
38
Female
43,970
Divorced
0
High School
Employed
18.290951
Urban
Comprehensive
0
7
null
2
2022-08-14 15:21:39.180553
Average
Yes
Monthly
House
2,573
46,054
37
Female
28,215
Divorced
2
Master's
Employed
38.72334
Suburban
Basic
null
14
839
4
2020-10-30 15:21:39.198406
Good
No
Daily
Apartment
3,079
46,055
62
Female
2,485
Married
1
Bachelor's
Employed
4.722197
Suburban
Comprehensive
null
11
729
5
2023-02-08 15:21:39.252145
Average
No
Rarely
Condo
37
46,056
39
Male
2,786
Divorced
2
Bachelor's
Unemployed
24.180419
Rural
Basic
null
16
449
9
2022-11-18 15:21:39.191219
Poor
No
Rarely
House
485
46,057
64
Female
5,712
Married
3
Bachelor's
null
32.814389
Rural
Premium
null
6
657
9
2021-10-22 15:21:39.173834
Good
Yes
Weekly
House
1,534
46,058
23
Female
5,105
Married
4
Master's
Unemployed
4.55324
Rural
Premium
0
12
684
1
2023-12-12 15:21:39.120168
Average
Yes
Weekly
Apartment
448
46,059
18
Male
1,669
Single
3
High School
Unemployed
5.270054
Urban
Premium
null
11
334
7
2020-02-20 15:21:39.155231
Average
Yes
Monthly
House
1,706
46,060
50
Male
9,566
Single
0
Bachelor's
null
7.002561
Urban
Basic
2
5
313
8
2020-03-28 15:21:39.236064
Poor
Yes
Monthly
Apartment
567
46,061
63
Male
14,054
Divorced
null
Bachelor's
Unemployed
19.396836
Rural
Basic
1
1
null
6
2021-07-17 15:21:39.244069
Good
Yes
Weekly
Apartment
1,842
46,062
58
Male
22,936
Single
1
Master's
Unemployed
23.234413
Rural
Premium
0
18
709
6
2022-04-27 15:21:39.202448
Good
Yes
Monthly
Apartment
293
46,063
33
Female
68,079
Divorced
2
High School
Unemployed
12.121008
Suburban
Basic
null
5
459
3
2022-03-01 15:21:39.144722
null
Yes
Daily
Condo
491
46,064
38
Male
44,024
Married
1
PhD
Self-Employed
37.478628
Suburban
Comprehensive
null
17
683
5
2022-12-13 15:21:39.146733
Good
No
Rarely
House
1,049
46,065
39
Female
16,894
Single
1
Bachelor's
Self-Employed
12.776779
Rural
Basic
1
18
644
7
2022-06-17 15:21:39.273973
null
No
Daily
Apartment
4,982
46,066
null
Male
44,963
Divorced
3
PhD
Unemployed
18.912165
Suburban
Premium
1
13
446
6
2024-02-23 15:21:39.172097
Poor
Yes
Daily
House
811
46,067
24
Female
null
Married
3
Master's
Unemployed
19.601781
Suburban
Basic
2
9
595
9
2021-07-18 15:21:39.091080
Good
No
Rarely
Condo
362
46,068
45
Male
4,723
Divorced
1
PhD
Self-Employed
48.181024
Rural
Comprehensive
2
6
null
2
2024-04-13 15:21:39.197445
Good
No
Daily
Apartment
1,418
46,069
20
Female
4,613
Divorced
4
PhD
null
15.036769
Rural
Premium
1
2
598
5
2022-01-04 15:21:39.131192
null
Yes
Monthly
Condo
476
46,070
61
Male
1,199
Single
2
PhD
Employed
6.078722
Suburban
Comprehensive
2
9
571
2
2023-07-19 15:21:39.237118
Poor
Yes
Daily
Apartment
1,514
46,071
56
Male
70,710
Divorced
0
High School
null
29.053901
Suburban
Comprehensive
null
17
803
6
2021-12-05 15:21:39.223901
null
No
Rarely
House
1,875
46,072
38
Female
2,452
Single
2
PhD
Self-Employed
8.994718
Suburban
Basic
0
0
null
6
2021-09-24 15:21:39.155231
null
Yes
Rarely
Apartment
1,217
46,073
54
Female
5,913
Divorced
1
High School
Unemployed
11.435833
Suburban
Basic
1
12
759
4
2022-11-18 15:21:39.134960
Poor
No
Rarely
Condo
1,203
46,074
38
Male
27,488
Single
null
PhD
Self-Employed
34.878983
Urban
Premium
null
15
640
3
2020-04-04 15:21:39.148733
Poor
No
Rarely
Condo
522
46,075
54
Male
53,585
Single
4
PhD
Employed
33.834279
Urban
Premium
0
11
442
7
2023-09-13 15:21:39.182597
Average
Yes
Daily
Apartment
2,489
46,076
null
Male
80,640
Married
2
Master's
Unemployed
26.671731
Urban
Basic
2
6
781
4
2023-07-23 15:21:39.176717
Average
No
Monthly
House
2,221
46,077
45
Female
127,584
Single
3
Bachelor's
null
12.093947
Urban
Basic
null
13
692
6
2019-11-18 15:21:39.176717
Average
No
Daily
Condo
1,920
46,078
47
Male
1,601
Married
2
Master's
null
17.793787
Rural
Comprehensive
1
3
353
7
2023-08-22 15:21:39.134960
Average
No
Weekly
Condo
1,591
46,079
38
Male
38,274
Married
0
PhD
Unemployed
14.879677
Rural
Premium
0
18
464
1
2024-07-26 15:21:39.090124
Poor
No
Rarely
Condo
832
46,080
49
Female
7,086
Divorced
1
High School
null
30.382037
Urban
Basic
0
14
816
4
2019-08-27 15:21:39.288099
Poor
Yes
Rarely
House
2,310
46,081
49
Female
66,418
Single
2
Bachelor's
null
41.859305
Suburban
Comprehensive
0
5
477
6
2021-04-08 15:21:39.155231
Poor
Yes
Rarely
Condo
2,689
46,082
48
Male
47,831
Single
null
Master's
Unemployed
null
Rural
Comprehensive
null
14
null
5
2023-09-23 15:21:39.171102
null
Yes
Monthly
Condo
1,420
46,083
48
Female
23,108
Single
4
PhD
Unemployed
36.643031
Suburban
Comprehensive
0
18
645
4
2023-11-22 15:21:39.222387
Poor
Yes
Rarely
Condo
2,095
46,084
63
Male
47,904
Married
4
PhD
Employed
52.764894
Urban
Comprehensive
null
15
334
5
2023-10-27 15:21:39.155231
null
No
Monthly
House
571
46,085
22
Male
3,254
Married
null
PhD
Unemployed
22.184488
Rural
Basic
2
11
498
2
2024-06-22 15:21:39.175719
Poor
No
Weekly
Apartment
1,251
46,086
25
Female
null
Married
3
High School
Self-Employed
6.723736
Rural
Basic
null
13
534
6
2021-09-01 15:21:39.134960
Average
No
Rarely
Condo
347
46,087
31
Male
41,960
Divorced
null
Bachelor's
Unemployed
30.726262
Rural
Comprehensive
null
4
794
2
2020-02-04 15:21:39.134960
Good
Yes
Rarely
Condo
587
46,088
25
Female
3,142
Married
3
Bachelor's
Self-Employed
34.139966
Suburban
Premium
1
12
580
1
2019-10-03 15:21:39.155231
Poor
Yes
Daily
House
2,216
46,089
60
Male
64,840
Divorced
4
PhD
Employed
28.151212
Suburban
Comprehensive
0
10
335
4
2021-11-24 15:21:39.128286
Poor
No
Rarely
House
668
46,090
40
Female
16,078
Single
4
Bachelor's
Employed
37.164035
Urban
Premium
null
6
824
8
2022-10-23 15:21:39.286113
Average
Yes
Weekly
Apartment
1,215
46,091
46
Female
15,740
Single
4
Master's
Self-Employed
10.435869
Urban
Comprehensive
null
13
822
9
2021-09-25 15:21:39.251142
Good
No
Weekly
Condo
2,370
46,092
38
Male
null
Divorced
1
Master's
Self-Employed
33.924494
Suburban
Premium
3
17
549
3
2023-06-02 15:21:39.097737
Poor
No
Rarely
House
2,037
46,093
60
Female
4,109
Single
null
Master's
Self-Employed
10.95271
Suburban
Premium
0
18
520
5
2024-07-08 15:21:39.204790
Average
Yes
Daily
Condo
1,881
46,094
30
Female
2,818
Single
3
Bachelor's
Employed
41.581629
Rural
Premium
null
9
null
6
2021-10-09 15:21:39.155231
Poor
No
Daily
House
2,484
46,095
47
Female
87,552
Divorced
3
High School
null
null
Suburban
Comprehensive
null
16
680
2
2024-03-25 15:21:39.084065
Poor
Yes
Monthly
House
250
46,096
22
Male
17,227
Married
1
High School
null
26.844655
Rural
Basic
0
4
587
5
2021-05-21 15:21:39.089116
Average
No
Daily
Condo
71
46,097
21
Male
null
Married
0
High School
Self-Employed
31.907807
Urban
Comprehensive
null
0
421
9
2023-01-19 15:21:39.097737
Poor
No
Weekly
Condo
796
46,098
28
Male
17,891
Divorced
null
High School
Employed
23.091028
Suburban
Premium
0
8
818
4
2022-11-06 15:21:39.268507
Poor
Yes
Daily
Condo
1,504
46,099
57
Female
75,826
Married
3
Bachelor's
Self-Employed
20.715666
Urban
Comprehensive
1
5
813
7
2022-09-12 15:21:39.274993
Average
No
Monthly
Condo
100