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
35,000
40
Male
708
Single
null
Bachelor's
Unemployed
34.277841
Urban
Basic
2
16
null
1
2019-08-30 15:21:39.092127
Average
No
Weekly
Condo
2,353
35,001
26
Female
4,619
Divorced
1
Bachelor's
null
12.064893
Rural
Basic
5
8
557
1
2023-02-06 15:21:39.155231
Poor
No
Weekly
Apartment
1,100
35,002
57
Female
36,454
Divorced
0
Master's
Unemployed
51.45163
Rural
Basic
0
18
496
8
2020-06-21 15:21:39.237118
Average
No
Weekly
Apartment
849
35,003
50
Male
89,846
Married
3
Master's
Self-Employed
30.152897
Rural
Comprehensive
2
18
516
7
2021-11-04 15:21:39.175719
Poor
No
Weekly
Condo
185
35,004
45
Female
1,415
Married
null
PhD
Unemployed
14.913605
Urban
Comprehensive
0
11
398
3
2023-04-27 15:21:39.168099
null
Yes
Rarely
Condo
532
35,005
29
Female
11,862
Single
2
Master's
Self-Employed
46.664772
Rural
Premium
null
1
644
2
2022-10-09 15:21:39.244069
Good
Yes
Weekly
Condo
1,337
35,006
24
Male
7,981
Single
4
PhD
Unemployed
16.038608
Rural
Basic
null
7
821
2
2020-10-26 15:21:39.264504
Poor
Yes
Daily
Apartment
776
35,007
52
Male
33,002
Divorced
1
PhD
Employed
6.592384
Urban
Premium
null
4
464
3
2023-06-19 15:21:39.221386
Average
No
Weekly
House
331
35,008
54
Male
35,793
Married
0
High School
Self-Employed
30.692414
Urban
Premium
1
18
432
1
2023-08-20 15:21:39.172097
Good
Yes
Rarely
Condo
673
35,009
31
Male
46,101
Divorced
2
Bachelor's
Employed
30.632192
Suburban
Comprehensive
1
13
null
3
2020-10-15 15:21:39.126661
Good
Yes
Monthly
House
719
35,010
36
Male
14,573
Married
2
Master's
Self-Employed
46.937168
Rural
Comprehensive
null
11
701
9
2021-01-09 15:21:39.211806
Good
No
Rarely
Condo
71
35,011
28
Female
null
Married
4
Master's
Self-Employed
22.572665
Suburban
Premium
0
2
350
6
2020-03-28 15:21:39.155231
Good
No
Weekly
House
643
35,012
57
Male
42,894
Married
1
High School
Employed
4.726339
Suburban
Premium
0
10
611
4
2022-01-03 15:21:39.090124
Average
Yes
Weekly
House
951
35,013
54
Female
63,959
Divorced
2
Bachelor's
Employed
4.879889
Urban
Premium
1
13
339
5
2021-07-17 15:21:39.289099
Good
No
Daily
House
1,178
35,014
47
Female
16,929
Divorced
3
High School
Employed
15.154625
Suburban
Basic
1
14
581
8
2022-10-17 15:21:39.212862
Average
Yes
Rarely
Condo
944
35,015
47
Female
17,802
Single
0
Bachelor's
Unemployed
13.933149
Rural
Basic
1
6
759
2
2024-05-13 15:21:39.113566
Good
No
Weekly
Apartment
1,271
35,016
19
Male
14,892
Single
3
High School
Unemployed
9.98802
Suburban
Premium
1
11
388
8
2022-08-16 15:21:39.170099
Good
Yes
Rarely
Condo
690
35,017
50
Male
44,690
Single
1
Master's
Unemployed
52.791241
Urban
Premium
3
17
653
4
2020-03-04 15:21:39.096739
Good
Yes
Weekly
House
896
35,018
55
Female
15,458
Married
0
Master's
Unemployed
19.296976
Urban
Basic
2
19
516
7
2022-08-22 15:21:39.192212
Good
Yes
Monthly
Apartment
2,266
35,019
49
Male
93,243
Single
4
PhD
Self-Employed
20.836766
Rural
Basic
2
19
null
6
2020-08-21 15:21:39.155231
null
No
Weekly
Condo
403
35,020
24
Male
4,861
Single
0
Bachelor's
Employed
null
Urban
Basic
0
7
438
8
2021-03-20 15:21:39.286113
Poor
Yes
Monthly
Condo
1,053
35,021
36
Male
5,948
Divorced
2
High School
null
47.338737
Suburban
Premium
2
7
467
5
2021-07-26 15:21:39.134960
Average
Yes
Daily
Condo
1,129
35,022
55
Female
30,997
Single
0
High School
Employed
37.50832
Urban
Comprehensive
null
9
738
9
2020-08-26 15:21:39.134960
Average
Yes
Weekly
House
3,843
35,023
24
Male
1,411
Divorced
1
Bachelor's
Unemployed
34.847956
Suburban
Comprehensive
1
15
669
8
2020-08-23 15:21:39.237118
Good
No
Weekly
Condo
431
35,024
40
Female
17,278
Divorced
4
High School
Self-Employed
32.034817
Suburban
Basic
2
18
691
6
2024-04-02 15:21:39.274993
Average
Yes
Rarely
Condo
736
35,025
32
Female
30,274
Single
2
Master's
Self-Employed
7.225076
Urban
Comprehensive
2
13
761
7
2020-12-15 15:21:39.191219
Good
Yes
Monthly
Apartment
1,150
35,026
57
Male
93,361
Divorced
1
PhD
Unemployed
21.57498
Rural
Basic
null
8
498
8
2020-08-19 15:21:39.210805
Poor
Yes
Rarely
Apartment
2,846
35,027
24
Female
30,997
Single
3
Master's
null
5.669745
Rural
Basic
1
12
612
6
2023-09-28 15:21:39.094752
Average
No
Rarely
Apartment
860
35,028
32
Female
18,644
Divorced
4
Bachelor's
null
14.653909
Rural
Basic
2
13
578
9
2023-11-17 15:21:39.289099
Average
No
Monthly
Apartment
1,625
35,029
46
Female
43,729
Married
3
Master's
null
22.984287
Suburban
Premium
0
11
522
3
2020-09-11 15:21:39.204790
null
No
Monthly
Apartment
1,420
35,030
61
Male
5,881
Married
4
Master's
null
14.792967
Suburban
Comprehensive
null
7
774
8
2022-01-08 15:21:39.190215
Good
Yes
Daily
Apartment
891
35,031
50
Female
61,960
Single
1
High School
Employed
14.251251
Urban
Comprehensive
3
10
335
2
2024-02-20 15:21:39.100695
Average
No
Monthly
Condo
173
35,032
21
Female
1,322
Single
0
PhD
Employed
28.752588
Urban
Premium
1
5
795
6
2024-01-05 15:21:39.285112
Average
No
Weekly
Apartment
3,138
35,033
31
Male
43,472
Divorced
0
PhD
Employed
null
Urban
Comprehensive
null
17
786
2
2021-11-25 15:21:39.166062
Good
No
Weekly
Apartment
2,188
35,034
42
Male
611
Divorced
4
High School
Employed
5.948132
Urban
Premium
0
9
743
2
2023-05-05 15:21:39.261856
Good
Yes
Monthly
Apartment
23
35,035
null
Male
104,981
Married
1
Bachelor's
Unemployed
42.352076
Rural
Premium
1
7
759
9
2020-08-03 15:21:39.144722
Average
Yes
Rarely
Apartment
371
35,036
62
Female
6,979
Single
2
Bachelor's
Self-Employed
5.121974
Urban
Comprehensive
0
16
652
2
2023-08-17 15:21:39.185215
Poor
No
Monthly
Apartment
1,098
35,037
61
Female
20,978
Married
3
Master's
Unemployed
26.917046
Suburban
Comprehensive
0
11
780
6
2020-09-21 15:21:39.134960
Poor
Yes
Rarely
Condo
235
35,038
50
Male
null
Married
3
High School
null
9.053497
Urban
Basic
1
4
492
6
2023-12-24 15:21:39.237118
Average
Yes
Monthly
House
26
35,039
64
Female
6,866
Married
0
PhD
Employed
40.039474
Rural
Premium
2
8
614
4
2024-01-14 15:21:39.219432
null
Yes
Monthly
House
3,319
35,040
62
Male
5,911
Single
0
High School
Self-Employed
41.02547
Urban
Comprehensive
0
16
726
9
2023-06-20 15:21:39.122134
Average
Yes
Rarely
Apartment
1,490
35,041
29
Male
138,537
Married
1
Bachelor's
Employed
15.554671
Urban
Comprehensive
1
5
333
5
2024-03-31 15:21:39.278402
Poor
Yes
Monthly
House
857
35,042
33
Male
4,844
Divorced
2
High School
null
33.884467
Urban
Premium
null
18
468
7
2023-10-03 15:21:39.104139
Poor
Yes
Weekly
Condo
955
35,043
44
Female
2,926
Married
0
PhD
null
27.049595
Suburban
Basic
1
7
651
8
2022-10-28 15:21:39.202448
Average
No
Weekly
Apartment
25
35,044
20
Male
18,363
Married
4
Bachelor's
Self-Employed
18.634386
Rural
Basic
0
13
651
6
2023-08-09 15:21:39.134960
Average
No
Weekly
Condo
1,419
35,045
45
Female
7,087
Married
1
High School
Self-Employed
35.907613
Urban
Comprehensive
1
18
null
7
2022-10-03 15:21:39.155231
Average
No
Rarely
Condo
1,219
35,046
18
Male
42,696
Divorced
null
Master's
Self-Employed
16.734197
Suburban
Comprehensive
0
15
435
3
2022-04-02 15:21:39.155231
Average
Yes
Daily
Condo
1,881
35,047
23
Female
8,072
Divorced
null
Bachelor's
Unemployed
23.527696
Rural
Comprehensive
null
13
478
1
2020-01-25 15:21:39.155231
Average
Yes
Monthly
Condo
959
35,048
36
Male
3,185
Married
0
PhD
Self-Employed
12.147053
Rural
Basic
null
12
571
7
2023-11-29 15:21:39.181605
Average
Yes
Monthly
House
40
35,049
38
Female
17,982
Married
1
Master's
null
10.898692
Rural
Basic
0
6
636
1
2020-10-16 15:21:39.237118
Poor
No
Monthly
House
1,842
35,050
20
Male
7,682
Married
2
PhD
null
23.554865
Suburban
Comprehensive
null
0
552
7
2020-09-09 15:21:39.219432
Average
No
Daily
Condo
1,601
35,051
39
Female
7,977
Single
4
Master's
null
10.929883
Rural
Premium
0
13
659
9
2024-04-27 15:21:39.100695
Average
No
Weekly
Apartment
1,401
35,052
55
Female
null
Married
0
Bachelor's
Employed
33.694253
Suburban
Basic
null
17
576
6
2023-06-19 15:21:39.206847
Average
Yes
Rarely
Apartment
146
35,053
52
Male
667
Divorced
0
PhD
null
11.92267
Rural
Comprehensive
null
10
844
9
2023-11-15 15:21:39.222387
Poor
No
Weekly
Condo
397
35,054
27
Male
60,948
Divorced
1
PhD
Unemployed
null
Rural
Premium
1
17
308
1
2021-07-22 15:21:39.250151
Average
Yes
Rarely
House
514
35,055
51
Male
49
Married
0
Bachelor's
Self-Employed
23.936402
Rural
Basic
null
12
null
1
2020-09-26 15:21:39.237118
Average
No
Daily
Apartment
1,026
35,056
24
Female
25,211
Single
4
High School
null
11.528912
Rural
Premium
null
6
826
1
2021-11-16 15:21:39.232526
Good
Yes
Rarely
House
1,310
35,057
36
Male
26,892
Married
4
PhD
Unemployed
13.136797
Suburban
Comprehensive
0
10
453
5
2024-01-17 15:21:39.194829
null
No
Rarely
Apartment
1,041
35,058
59
Female
1,560
Single
0
High School
Employed
34.819469
Suburban
Comprehensive
1
1
359
5
2022-01-17 15:21:39.188220
Poor
Yes
Monthly
Condo
3,138
35,059
25
Female
61,227
Divorced
2
PhD
null
19.744602
Rural
Basic
null
13
623
9
2023-02-20 15:21:39.286113
Good
Yes
Monthly
Apartment
68
35,060
60
Female
16,198
Single
1
PhD
Self-Employed
30.701748
Suburban
Basic
null
15
716
2
2019-08-22 15:21:39.254678
Poor
No
Monthly
Apartment
592
35,061
64
Male
7,531
Married
0
PhD
Unemployed
13.957146
Suburban
Basic
0
15
477
5
2020-06-22 15:21:39.281787
Poor
No
Monthly
Condo
878
35,062
25
Female
8,791
Single
null
High School
null
21.958477
Suburban
Premium
null
7
506
8
2023-03-22 15:21:39.237118
Poor
No
Weekly
Apartment
70
35,063
37
Female
30,221
Single
null
High School
Employed
26.595603
Rural
Basic
1
14
463
2
2020-06-20 15:21:39.090124
null
No
Monthly
House
1,033
35,064
27
Female
40,488
Divorced
0
High School
Employed
35.696611
Suburban
Basic
1
8
null
7
2023-11-14 15:21:39.215386
Poor
No
Weekly
Condo
461
35,065
42
Male
3,534
Divorced
4
Bachelor's
Employed
19.396979
Suburban
Basic
null
3
687
9
2022-05-17 15:21:39.134960
Average
No
Weekly
Apartment
2,869
35,066
33
Female
14,961
Married
0
Master's
Employed
33.652371
Rural
Comprehensive
2
4
721
3
2021-02-08 15:21:39.155231
Poor
No
Daily
Condo
1,298
35,067
51
Male
21,550
Single
null
Master's
Self-Employed
30.967633
Urban
Premium
null
17
null
7
2023-02-20 15:21:39.100695
Poor
Yes
Weekly
Condo
421
35,068
29
Male
null
Single
2
Master's
Self-Employed
15.651095
Urban
Comprehensive
null
17
397
6
2021-03-06 15:21:39.088124
Average
Yes
Monthly
Apartment
2,800
35,069
51
Female
798
Divorced
1
Bachelor's
Unemployed
14.85655
Rural
Premium
3
2
737
5
2022-01-03 15:21:39.217387
Poor
Yes
Weekly
Condo
956
35,070
55
Male
69,701
Single
3
PhD
Self-Employed
14.814456
Rural
Premium
null
19
300
8
2024-07-20 15:21:39.110557
Average
Yes
Daily
Condo
155
35,071
57
Female
32,005
Divorced
0
Master's
null
26.078274
Urban
Premium
null
7
645
6
2019-11-30 15:21:39.192212
Good
Yes
Monthly
House
2,216
35,072
39
Male
15,881
Married
2
Bachelor's
Unemployed
43.994725
Urban
Basic
2
0
829
7
2020-05-28 15:21:39.193945
Average
No
Rarely
Condo
695
35,073
64
Male
13,177
Divorced
0
High School
null
31.797072
Rural
Basic
1
14
310
5
2022-05-15 15:21:39.180553
Average
No
Rarely
House
709
35,074
39
Female
18,059
Divorced
null
PhD
null
12.13632
Urban
Premium
null
2
836
6
2020-04-14 15:21:39.202448
Average
No
Monthly
House
695
35,075
58
Female
17,091
Married
4
High School
Unemployed
35.166956
Urban
Basic
null
6
742
2
2020-12-19 15:21:39.155231
Average
Yes
Monthly
House
703
35,076
26
Female
23,192
Divorced
4
Bachelor's
Self-Employed
50.095411
Suburban
Premium
1
13
531
2
2022-08-04 15:21:39.092127
Poor
Yes
Rarely
House
588
35,077
25
Female
45,982
Married
2
Bachelor's
Unemployed
31.919363
Suburban
Premium
1
4
694
9
2023-04-20 15:21:39.237118
Average
Yes
Monthly
House
781
35,078
34
Female
83,974
Married
3
High School
null
19.093638
Suburban
Premium
0
7
690
4
2020-03-31 15:21:39.101733
Average
No
Monthly
Condo
48
35,079
56
Male
2,799
Single
2
Bachelor's
Self-Employed
23.759563
Rural
Comprehensive
1
7
442
9
2022-02-05 15:21:39.272456
Good
Yes
Daily
House
1,149
35,080
25
Male
30,892
Single
2
Bachelor's
Employed
36.402263
Suburban
Basic
null
3
538
1
2021-04-14 15:21:39.107553
Good
Yes
Weekly
Condo
738
35,081
34
Female
18,085
Divorced
2
Bachelor's
Unemployed
30.785121
Urban
Basic
null
15
427
5
2023-02-19 15:21:39.117183
Average
Yes
Weekly
Apartment
2,895
35,082
42
Female
68,960
Divorced
1
Bachelor's
null
43.723448
Suburban
Comprehensive
0
16
822
1
2020-01-01 15:21:39.180553
Average
Yes
Rarely
Apartment
393
35,083
46
Male
2,719
Divorced
2
High School
Unemployed
26.883718
Urban
Premium
3
13
798
7
2023-08-25 15:21:39.130190
Good
Yes
Rarely
Condo
71
35,084
63
Male
515
Divorced
2
PhD
Self-Employed
22.715575
Suburban
Premium
3
12
781
4
2022-06-28 15:21:39.082499
Average
Yes
Weekly
House
855
35,085
59
Female
45,902
Married
3
Bachelor's
Self-Employed
21.882932
Urban
Basic
1
18
444
5
2023-01-23 15:21:39.229482
Average
Yes
Rarely
House
323
35,086
56
Female
46,217
Married
1
Master's
Employed
31.94681
Urban
Comprehensive
2
17
511
3
2021-10-13 15:21:39.190215
Good
No
Rarely
House
3,464
35,087
39
Male
3,058
Married
1
Bachelor's
Self-Employed
21.885841
Rural
Premium
1
12
null
3
2021-04-13 15:21:39.290098
Average
Yes
Rarely
Condo
2,075
35,088
64
Female
25,563
Divorced
2
High School
null
27.89368
Rural
Premium
null
3
643
9
2020-07-11 15:21:39.084065
Good
Yes
Weekly
Apartment
1,662
35,089
34
Male
12,092
Single
4
Bachelor's
Employed
37.878694
Urban
Basic
null
6
711
4
2023-09-22 15:21:39.226954
Poor
Yes
Daily
Apartment
830
35,090
25
Male
17,095
Single
3
Master's
Employed
27.539704
Urban
Basic
null
18
657
7
2022-08-07 15:21:39.176717
Poor
Yes
Rarely
Apartment
1,151
35,091
50
Male
60,771
Married
4
High School
Self-Employed
26.510415
Rural
Premium
null
0
426
3
2021-11-20 15:21:39.155231
Good
No
Daily
Condo
2,944
35,092
41
Female
29,206
Married
4
PhD
Unemployed
26.974004
Urban
Premium
null
5
490
3
2020-11-28 15:21:39.226954
Poor
No
Rarely
Condo
936
35,093
43
Female
24
Married
1
High School
Employed
18.09436
Suburban
Basic
0
17
454
5
2020-03-05 15:21:39.096739
Good
Yes
Weekly
Condo
1,091
35,094
62
Male
6,919
Divorced
4
PhD
Employed
36.49888
Suburban
Premium
0
10
null
2
2024-05-02 15:21:39.108562
Poor
No
Weekly
Condo
1,025
35,095
53
Female
9,682
Married
2
High School
Self-Employed
29.239874
Urban
Basic
0
3
746
6
2023-12-11 15:21:39.098696
Poor
Yes
Weekly
House
101
35,096
26
Female
61,340
Single
3
High School
null
21.071432
Suburban
Premium
0
3
376
1
2020-04-02 15:21:39.087123
Good
Yes
Rarely
House
1,154
35,097
45
Male
14,419
Single
3
Bachelor's
Employed
28.934197
Suburban
Premium
1
16
776
7
2024-04-26 15:21:39.217387
Poor
Yes
Monthly
Condo
495
35,098
25
Female
26,296
Married
3
High School
Employed
46.782058
Rural
Comprehensive
1
8
651
9
2023-10-03 15:21:39.253660
Good
Yes
Rarely
House
28
35,099
53
Male
3,999
Divorced
0
Master's
Self-Employed
40.749085
Rural
Premium
null
17
674
8
2020-03-10 15:21:39.093681
Poor
Yes
Daily
House
2,897