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
28,600
32
Female
29,701
Married
4
Master's
null
38.913987
Suburban
Comprehensive
1
11
758
7
2020-01-02 15:21:39.237118
Average
Yes
Weekly
House
461
28,601
49
Male
51,632
Divorced
null
Master's
Self-Employed
32.459569
Urban
Basic
1
1
706
7
2019-08-22 15:21:39.170099
null
No
Rarely
Condo
2,856
28,602
21
Female
24,237
Married
4
Master's
Unemployed
40.016591
Suburban
Basic
1
16
null
8
2024-04-18 15:21:39.134960
Average
No
Weekly
Condo
2,122
28,603
64
Male
3,540
Divorced
2
Bachelor's
Unemployed
17.473902
Suburban
Comprehensive
0
9
461
6
2020-09-20 15:21:39.281787
Good
No
Daily
Condo
1,764
28,604
63
Male
13,734
Divorced
3
Bachelor's
null
20.946019
Suburban
Comprehensive
0
8
704
8
2022-08-19 15:21:39.144722
Good
Yes
Weekly
Apartment
562
28,605
38
Male
37,802
Single
2
High School
Self-Employed
45.9349
Rural
Premium
2
12
762
9
2021-03-12 15:21:39.236064
Average
Yes
Rarely
House
37
28,606
26
Female
923
Single
2
Master's
null
14.651702
Urban
Basic
2
8
null
8
2021-03-01 15:21:39.126661
Poor
No
Weekly
Condo
932
28,607
57
Female
71,488
Single
0
PhD
Self-Employed
49.737495
Urban
Premium
0
2
757
5
2022-04-28 15:21:39.097737
Poor
No
Weekly
Condo
228
28,608
41
Female
null
Single
1
Bachelor's
Employed
17.671625
Suburban
Basic
null
13
809
3
2021-06-26 15:21:39.233998
Poor
No
Rarely
Condo
229
28,609
35
Female
25,791
Divorced
4
Master's
Self-Employed
28.923668
Urban
Premium
null
17
492
5
2024-03-31 15:21:39.274993
Average
Yes
Weekly
Apartment
788
28,610
41
Male
29,091
Divorced
4
PhD
null
32.963337
Rural
Basic
1
9
822
4
2021-06-28 15:21:39.194829
Poor
No
Weekly
Condo
496
28,611
45
Female
15,893
Single
1
Master's
Employed
37.071435
Urban
Comprehensive
null
11
784
2
2022-07-23 15:21:39.192212
Average
Yes
Monthly
House
733
28,612
57
Male
104,468
null
0
PhD
Self-Employed
45.383428
Rural
Premium
2
9
645
2
2022-10-11 15:21:39.194829
Average
Yes
Monthly
House
713
28,613
43
Male
12,983
Married
null
Bachelor's
null
26.15733
Rural
Basic
null
17
607
2
2022-10-03 15:21:39.082499
Poor
Yes
Weekly
Condo
868
28,614
20
Male
18,092
Divorced
4
Master's
Self-Employed
43.638751
Rural
Premium
1
12
420
4
2021-12-31 15:21:39.224915
Average
No
Daily
House
890
28,615
54
Female
88,900
Single
3
Master's
Self-Employed
18.279415
Rural
Basic
1
17
677
5
2023-07-15 15:21:39.259648
Good
Yes
Monthly
Condo
152
28,616
58
Male
71,300
Divorced
4
PhD
Employed
39.772509
Urban
Basic
null
13
821
7
2023-10-21 15:21:39.193945
Poor
Yes
Weekly
Apartment
100
28,617
25
Male
43,942
Divorced
1
PhD
Employed
5.777514
Rural
Basic
null
11
441
9
2024-04-05 15:21:39.091080
Average
Yes
Monthly
Condo
843
28,618
34
Female
26,894
Divorced
2
Master's
Self-Employed
9.823511
Suburban
Premium
0
10
643
7
2020-07-23 15:21:39.248098
null
No
Weekly
Apartment
1,229
28,619
22
Female
18,391
Married
3
Bachelor's
Employed
11.898473
Suburban
Premium
0
14
803
6
2021-08-14 15:21:39.260856
Poor
Yes
Monthly
Condo
632
28,620
19
Male
29,784
Divorced
0
Master's
Self-Employed
30.899813
Urban
Basic
1
8
574
9
2023-10-21 15:21:39.134960
Good
Yes
Rarely
House
96
28,621
19
Male
50,934
Single
0
Master's
Employed
7.358527
Urban
Basic
1
10
705
5
2023-04-25 15:21:39.154008
null
Yes
Rarely
House
2,793
28,622
19
Female
null
Divorced
4
Master's
Employed
20.45448
Suburban
Comprehensive
0
17
622
2
2019-11-08 15:21:39.265513
Good
No
Weekly
Apartment
3,938
28,623
55
Male
1,785
Single
4
Master's
Employed
20.552963
Rural
Basic
null
17
768
4
2022-04-09 15:21:39.107553
Average
Yes
Daily
Condo
2,446
28,624
31
Male
4,859
null
0
Bachelor's
Unemployed
17.308544
Rural
Comprehensive
2
18
null
2
2020-06-24 15:21:39.180553
Poor
Yes
Monthly
House
612
28,625
18
Female
7,771
Single
2
High School
Employed
8.05498
Rural
Basic
null
12
null
9
2024-06-13 15:21:39.236064
Poor
Yes
Daily
House
510
28,626
49
Male
20,546
Married
2
High School
Employed
45.937278
Urban
Basic
null
9
null
3
2023-08-25 15:21:39.217387
Good
Yes
Daily
Condo
1,027
28,627
31
Female
5,145
Married
0
PhD
Self-Employed
42.162957
Rural
Comprehensive
0
19
817
7
2021-10-21 15:21:39.166062
Good
Yes
Monthly
Condo
2,493
28,628
55
Female
20,586
Married
3
PhD
Unemployed
13.297872
Suburban
Basic
1
6
799
7
2024-06-08 15:21:39.155231
Good
No
Monthly
Condo
1,177
28,629
61
Male
39,082
Married
4
Master's
Unemployed
17.304091
Rural
Premium
1
19
541
3
2022-12-31 15:21:39.244069
Poor
No
Monthly
Apartment
719
28,630
54
Male
17,086
Single
2
High School
Self-Employed
29.426665
Rural
Basic
null
17
776
4
2024-05-31 15:21:39.198406
Poor
No
Monthly
House
452
28,631
23
Female
105,984
Divorced
1
PhD
null
26.661339
Suburban
Premium
3
15
679
3
2023-03-13 15:21:39.272456
Good
No
Weekly
Condo
2,675
28,632
52
Female
45,978
Married
null
High School
Employed
18.716672
Rural
Comprehensive
null
2
null
3
2022-02-14 15:21:39.132191
Poor
Yes
Daily
Apartment
3,019
28,633
null
Female
101,983
Single
2
Master's
Unemployed
39.979222
Suburban
Comprehensive
0
18
697
2
2022-03-30 15:21:39.188220
Poor
Yes
Monthly
Condo
100
28,634
30
Female
63,934
Divorced
2
High School
Self-Employed
5.923916
Urban
Basic
1
3
null
3
2020-08-16 15:21:39.223901
Average
Yes
Monthly
Condo
240
28,635
24
Male
10,097
Single
null
High School
Employed
14.645413
Suburban
Premium
1
2
703
3
2023-05-01 15:21:39.288099
Poor
No
Weekly
Apartment
325
28,636
26
Male
15,393
Married
4
PhD
Employed
14.497825
Urban
Premium
2
18
772
5
2023-04-22 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,816
28,637
34
Female
3,638
Single
null
PhD
Employed
null
Suburban
Basic
2
2
558
3
2021-09-02 15:21:39.134960
Average
No
Daily
House
1,436
28,638
40
Female
122,886
Married
0
Bachelor's
null
37.442172
Rural
Basic
4
17
395
6
2023-05-12 15:21:39.172097
Average
No
Daily
Condo
541
28,639
47
Male
18,082
Divorced
3
PhD
Self-Employed
null
Suburban
Comprehensive
0
15
null
1
2022-07-31 15:21:39.090124
Poor
Yes
Monthly
Apartment
1,489
28,640
27
Female
25,228
Single
2
High School
Self-Employed
11.171096
Rural
Comprehensive
null
17
715
8
2024-01-30 15:21:39.134960
Average
Yes
Rarely
Condo
50
28,641
50
Female
44,765
Married
2
High School
Employed
8.055319
Rural
Premium
null
0
null
2
2021-12-07 15:21:39.228521
Poor
Yes
Daily
House
678
28,642
43
Female
17,768
Divorced
3
Master's
Unemployed
36.824922
Urban
Comprehensive
null
13
417
6
2021-03-07 15:21:39.208842
Good
No
Rarely
House
689
28,643
40
Male
26,682
Married
3
High School
Self-Employed
45.849492
Suburban
Basic
0
11
782
6
2024-06-23 15:21:39.134960
Good
No
Weekly
Apartment
572
28,644
56
Male
15,255
Single
1
High School
Self-Employed
20.596746
Rural
Basic
2
13
639
2
2021-10-03 15:21:39.224915
Poor
Yes
Daily
Apartment
1,643
28,645
62
Female
109,863
Divorced
3
High School
Unemployed
28.822249
Urban
Comprehensive
null
18
428
7
2021-11-06 15:21:39.216387
Average
Yes
Weekly
Apartment
798
28,646
32
Female
18,671
Divorced
0
PhD
Unemployed
33.099102
Urban
Comprehensive
2
8
544
6
2022-01-05 15:21:39.144722
Good
No
Rarely
House
393
28,647
53
Female
964
Married
4
PhD
null
25.839231
Suburban
Comprehensive
0
0
716
2
2022-08-29 15:21:39.134960
null
No
Rarely
Condo
831
28,648
40
Female
21,790
Divorced
2
Bachelor's
Self-Employed
40.335799
Urban
Basic
1
0
319
2
2023-06-20 15:21:39.202448
Average
No
Daily
Condo
681
28,649
null
Male
33,016
Single
0
High School
Unemployed
41.865103
Suburban
Basic
null
19
379
2
2024-07-27 15:21:39.206847
Good
Yes
Weekly
Condo
982
28,650
27
Female
39,259
Single
1
Master's
Unemployed
33.859456
Urban
Comprehensive
1
5
728
4
2020-04-24 15:21:39.092127
Poor
Yes
Daily
Apartment
812
28,651
55
Female
105,954
Married
1
High School
null
13.818287
Rural
Comprehensive
null
0
667
9
2021-06-09 15:21:39.134960
Poor
Yes
Daily
Apartment
192
28,652
25
Male
115,764
Married
1
Bachelor's
null
37.752327
Suburban
Basic
2
6
535
6
2022-04-26 15:21:39.237118
Good
Yes
Daily
Condo
3,301
28,653
19
Male
523
Divorced
null
Bachelor's
null
16.568965
Urban
Basic
2
15
799
5
2024-05-02 15:21:39.285112
Good
Yes
Monthly
Condo
653
28,654
50
Female
43,650
Divorced
2
PhD
Self-Employed
25.979007
Suburban
Premium
1
6
307
8
2020-05-30 15:21:39.259788
Poor
Yes
Monthly
Apartment
3,591
28,655
30
Female
72,745
Married
null
Bachelor's
null
33.290946
Urban
Basic
0
15
614
4
2022-05-12 15:21:39.114118
null
Yes
Monthly
Apartment
2,849
28,656
37
Female
36,737
Single
3
Bachelor's
Unemployed
43.470716
Rural
Basic
2
2
609
9
2022-11-24 15:21:39.209847
Poor
No
Daily
House
1,256
28,657
63
Male
2,312
Divorced
1
PhD
Employed
6.242919
Suburban
Premium
0
3
591
6
2022-04-26 15:21:39.236064
Good
Yes
Monthly
Condo
2,371
28,658
30
Female
29,630
Single
3
PhD
null
31.567175
Suburban
Comprehensive
0
17
574
5
2022-02-04 15:21:39.134960
Poor
No
Weekly
House
729
28,659
55
Male
98,940
Single
3
PhD
Employed
14.678345
Suburban
Basic
1
7
null
1
2019-08-25 15:21:39.106582
Poor
No
Monthly
Condo
2,396
28,660
64
Female
16,071
Single
1
Bachelor's
Employed
30.90829
Urban
Premium
null
4
667
7
2023-03-05 15:21:39.226954
Good
No
Monthly
Condo
536
28,661
58
Female
25,686
Divorced
2
High School
null
7.397859
Rural
Basic
2
2
759
7
2019-09-29 15:21:39.233998
Average
Yes
Daily
Condo
1,018
28,662
41
Female
21,979
Divorced
2
Master's
Employed
23.691112
Rural
Premium
null
13
708
4
2019-09-13 15:21:39.089116
Poor
Yes
Monthly
House
444
28,663
22
Female
64,470
Divorced
3
High School
null
24.530315
Suburban
Comprehensive
0
8
403
1
2021-11-07 15:21:39.134960
null
Yes
Rarely
Apartment
792
28,664
57
Male
17,284
Single
0
PhD
null
7.857625
Suburban
Comprehensive
1
1
711
6
2021-08-31 15:21:39.125660
Average
No
Weekly
Apartment
373
28,665
35
Male
16,085
Divorced
4
Master's
Self-Employed
16.929172
Suburban
Comprehensive
0
13
null
9
2020-09-03 15:21:39.223901
Good
No
Weekly
House
26
28,666
55
Female
121,159
Married
1
Bachelor's
Unemployed
49.2491
Urban
Basic
3
19
752
8
2020-04-07 15:21:39.084065
Average
No
Rarely
Apartment
3,243
28,667
27
Male
5,070
Divorced
1
High School
Employed
32.769657
Suburban
Basic
null
14
629
8
2021-05-24 15:21:39.263607
Poor
No
Monthly
House
2,590
28,668
27
Female
1,129
Single
2
Master's
Self-Employed
22.552477
Urban
Premium
1
2
443
9
2022-11-06 15:21:39.200452
Poor
Yes
Rarely
House
1,404
28,669
53
Female
23,755
Divorced
4
Master's
Employed
34.844951
Urban
Premium
0
9
null
2
2020-09-29 15:21:39.237118
Good
Yes
Rarely
Condo
556
28,670
37
Male
62,678
Single
3
High School
Employed
8.979466
Urban
Comprehensive
2
6
674
7
2020-07-20 15:21:39.245086
Good
Yes
Monthly
Condo
112
28,671
35
Male
3,246
Divorced
0
High School
Unemployed
24.75454
Rural
Premium
1
13
827
9
2019-12-08 15:21:39.211806
Average
No
Weekly
House
903
28,672
48
Male
26,395
Divorced
1
Bachelor's
Employed
25.634926
Rural
Basic
1
3
585
4
2022-03-07 15:21:39.261856
Good
No
Rarely
Condo
466
28,673
24
Female
59,612
Single
0
PhD
Employed
4.070815
Urban
Comprehensive
0
5
341
8
2020-11-08 15:21:39.235012
Poor
Yes
Weekly
Condo
596
28,674
57
Female
16,891
Divorced
1
High School
null
18.943279
Rural
Basic
1
5
818
4
2021-10-08 15:21:39.155231
Average
Yes
Rarely
House
686
28,675
62
Female
15,982
Married
2
Bachelor's
Unemployed
13.670959
Rural
Basic
1
11
null
9
2020-12-17 15:21:39.147735
Poor
Yes
Rarely
Condo
1,176
28,676
49
Female
96,421
Married
0
Bachelor's
Self-Employed
null
Suburban
Premium
3
2
783
7
2022-06-07 15:21:39.237118
Poor
No
Rarely
Apartment
1,142
28,677
18
Male
24,371
Single
2
Bachelor's
Self-Employed
36.744484
Suburban
Comprehensive
1
11
701
5
2024-03-11 15:21:39.244069
Poor
Yes
Rarely
House
2,461
28,678
28
Female
4,970
Divorced
0
PhD
null
43.386489
Rural
Premium
3
4
784
1
2020-03-04 15:21:39.095696
Poor
Yes
Weekly
House
462
28,679
21
Female
18,127
Single
4
Master's
Unemployed
34.878145
Suburban
Comprehensive
0
7
null
5
2020-10-01 15:21:39.211806
Good
No
Rarely
Condo
4,934
28,680
28
Male
3,254
Single
3
PhD
Self-Employed
45.073247
Urban
Comprehensive
null
6
600
5
2023-12-03 15:21:39.134960
Average
Yes
Weekly
Condo
56
28,681
35
Male
37,050
Single
0
PhD
Unemployed
11.955226
Rural
Premium
null
13
705
4
2024-04-15 15:21:39.120168
Poor
No
Rarely
Condo
801
28,682
64
Female
27,383
Divorced
0
PhD
null
3.547288
Rural
Basic
0
13
null
9
2019-08-21 15:21:39.182597
Average
No
Daily
Condo
3,186
28,683
42
Male
5,816
Divorced
2
Bachelor's
Employed
20.849697
Suburban
Premium
0
18
565
1
2021-06-08 15:21:39.134960
Average
Yes
Weekly
House
1,874
28,684
63
Male
11,923
Married
2
PhD
Self-Employed
47.804743
Suburban
Basic
1
3
null
9
2020-12-23 15:21:39.273973
Poor
No
Rarely
Condo
1,762
28,685
30
Female
14,861
Divorced
0
High School
Self-Employed
15.937994
Urban
Basic
1
8
null
1
2021-11-25 15:21:39.132191
Good
No
Weekly
Apartment
1,336
28,686
41
Male
4,583
Single
1
Master's
Unemployed
39.264681
Rural
Premium
null
6
450
1
2019-12-05 15:21:39.118178
Good
Yes
Monthly
Apartment
4,028
28,687
21
Female
5,530
Single
0
High School
null
23.790925
Rural
Basic
null
19
796
1
2022-11-01 15:21:39.196387
Poor
No
Daily
Apartment
1,351
28,688
42
Male
39,091
Divorced
4
Bachelor's
Unemployed
17.018038
Urban
Basic
null
5
745
4
2020-03-09 15:21:39.213373
null
Yes
Monthly
House
945
28,689
18
Male
148,630
Married
2
High School
Unemployed
26.253218
Urban
Basic
0
3
433
1
2023-09-09 15:21:39.175719
Poor
No
Daily
Apartment
198
28,690
55
Female
54,268
Single
0
PhD
null
19.515913
Rural
Premium
1
0
668
8
2022-09-17 15:21:39.155231
Poor
No
Daily
Apartment
1,914
28,691
36
Male
2,541
Single
0
Bachelor's
Employed
4.694929
Suburban
Premium
0
18
null
2
2022-12-18 15:21:39.167099
Good
No
Weekly
House
3,628
28,692
51
Male
16,963
Divorced
2
High School
Self-Employed
15.093009
Rural
Basic
null
17
576
1
2024-07-30 15:21:39.100695
Poor
No
Daily
Apartment
1,088
28,693
47
Female
72,993
Married
1
Master's
Self-Employed
9.751219
Urban
Comprehensive
2
16
314
9
2020-06-30 15:21:39.271453
Good
Yes
Monthly
Apartment
1,006
28,694
51
Female
15,641
Divorced
2
Master's
Unemployed
null
Suburban
Premium
0
15
588
4
2024-08-05 15:21:39.272456
null
Yes
Daily
House
2,070
28,695
36
Male
38,588
Single
0
High School
Employed
18.243501
Urban
Comprehensive
1
16
514
4
2022-03-06 15:21:39.252145
Average
Yes
Daily
Condo
907
28,696
51
Male
25,954
Single
4
PhD
Employed
18.059951
Urban
Comprehensive
3
5
658
1
2024-06-05 15:21:39.200452
Good
No
Rarely
House
28
28,697
40
Female
1,777
Divorced
4
Master's
null
26.676956
Urban
Basic
null
2
532
6
2021-07-11 15:21:39.088124
Good
Yes
Monthly
House
3,501
28,698
63
Male
17,675
Single
1
High School
Self-Employed
22.232081
Rural
Premium
1
2
387
7
2023-04-02 15:21:39.209847
Poor
No
Monthly
Condo
1,207
28,699
35
Male
21,438
Single
4
Bachelor's
Unemployed
25.611595
Rural
Comprehensive
null
2
557
6
2023-02-05 15:21:39.181605
Poor
Yes
Rarely
Apartment
1,147