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
25,900
22
Male
60,893
Single
null
High School
null
19.927241
Urban
Comprehensive
1
12
403
1
2022-04-12 15:21:39.144722
Good
Yes
Monthly
Apartment
105
25,901
24
Male
23,429
Single
3
Bachelor's
Self-Employed
21.067723
Rural
Basic
0
7
693
8
2019-10-06 15:21:39.155231
Average
No
Rarely
Condo
489
25,902
23
Female
57,714
Divorced
3
Master's
null
32.552925
Rural
Premium
1
12
357
2
2020-10-20 15:21:39.228521
Average
Yes
Monthly
Condo
685
25,903
44
Male
59,919
Single
2
Master's
Employed
42.857771
Rural
Premium
1
4
403
4
2020-12-17 15:21:39.211806
Poor
No
Weekly
Apartment
1,146
25,904
24
Female
38,298
Single
1
Master's
Unemployed
35.955009
Suburban
Basic
1
7
613
5
2022-03-18 15:21:39.155231
Average
Yes
Weekly
Condo
476
25,905
37
Female
97,464
Single
1
Master's
null
19.947422
Suburban
Basic
1
17
831
5
2021-01-28 15:21:39.099739
Poor
No
Monthly
Apartment
359
25,906
42
Female
11,207
Single
1
Bachelor's
Unemployed
7.594746
Rural
Premium
null
17
846
9
2021-09-03 15:21:39.259788
null
No
Weekly
House
1,058
25,907
49
Female
26,861
Married
3
Master's
Unemployed
34.814243
Urban
Basic
0
5
738
9
2023-11-02 15:21:39.221386
Average
No
Daily
Condo
4,483
25,908
28
Male
8,071
Divorced
2
PhD
null
null
Rural
Basic
0
17
678
2
2022-03-22 15:21:39.174719
Poor
No
Rarely
House
1,324
25,909
44
Female
8,096
Married
null
Bachelor's
Employed
11.271498
Urban
Premium
1
7
null
9
2020-10-02 15:21:39.092127
Average
Yes
Weekly
House
568
25,910
49
Male
76,734
Married
0
PhD
null
18.72501
Rural
Premium
2
15
407
3
2020-04-05 15:21:39.192212
Average
No
Weekly
House
364
25,911
25
Female
16,259
Single
4
PhD
null
30.759908
Suburban
Comprehensive
1
8
764
1
2023-08-28 15:21:39.152732
Poor
No
Weekly
House
1,184
25,912
22
Male
28,300
Divorced
4
Bachelor's
Employed
40.93548
Urban
Basic
1
2
761
3
2022-09-22 15:21:39.096739
Average
Yes
Daily
House
890
25,913
32
Male
4,926
Married
null
Bachelor's
Self-Employed
23.684568
Urban
Premium
1
2
704
1
2021-12-11 15:21:39.286113
Good
Yes
Daily
Condo
2,128
25,914
33
Female
26,373
Single
1
Master's
Self-Employed
20.145838
Suburban
Comprehensive
1
14
695
2
2024-03-06 15:21:39.274993
Good
Yes
Daily
House
894
25,915
48
Male
30,331
Divorced
0
Master's
Unemployed
5.556066
Rural
Premium
null
7
713
6
2019-11-06 15:21:39.276901
Poor
No
Rarely
Condo
923
25,916
33
Female
28,776
Married
0
PhD
null
9.642055
Urban
Comprehensive
null
3
null
5
2021-09-21 15:21:39.126661
Poor
No
Monthly
Condo
2,058
25,917
55
Male
39,744
Single
1
Master's
null
32.753833
Rural
Basic
null
5
596
7
2021-05-10 15:21:39.281787
null
Yes
Monthly
Apartment
1,245
25,918
41
Male
100
Married
3
High School
Unemployed
46.038182
Rural
Comprehensive
2
18
769
4
2020-03-02 15:21:39.087123
Average
Yes
Rarely
House
884
25,919
52
Male
39,079
Divorced
1
PhD
Employed
32.188623
Suburban
Comprehensive
1
8
830
1
2024-06-02 15:21:39.155231
Good
Yes
Weekly
House
2,380
25,920
37
Male
617
Divorced
2
Master's
Employed
24.664455
Suburban
Basic
null
15
697
5
2022-07-03 15:21:39.147735
Poor
Yes
Daily
House
25
25,921
32
Female
10,039
Divorced
1
Bachelor's
null
23.246886
Rural
Premium
2
1
616
8
2022-02-01 15:21:39.237118
Poor
No
Daily
House
110
25,922
62
Male
18,794
Married
3
High School
Unemployed
14.742186
Urban
Comprehensive
0
12
528
1
2020-03-05 15:21:39.237118
Good
Yes
Daily
Condo
826
25,923
40
Female
12,058
Single
3
Master's
Unemployed
19.680089
Suburban
Basic
0
0
582
8
2023-06-07 15:21:39.222387
Good
Yes
Monthly
Condo
725
25,924
49
Male
7,769
Divorced
1
Master's
Employed
21.935003
Urban
Comprehensive
1
3
641
3
2021-06-24 15:21:39.254678
Average
No
Monthly
Apartment
2,948
25,925
26
Male
22,984
Single
4
PhD
null
24.419326
Rural
Comprehensive
null
15
553
5
2022-05-03 15:21:39.189223
null
No
Daily
House
1,012
25,926
57
Female
131,461
Single
1
PhD
Unemployed
36.127022
Urban
Comprehensive
1
19
616
9
2022-07-28 15:21:39.177724
Poor
No
Monthly
House
3,863
25,927
24
Male
25,962
Single
4
PhD
Self-Employed
27.884815
Suburban
Comprehensive
0
5
806
6
2021-07-18 15:21:39.218388
Good
Yes
Weekly
Condo
743
25,928
23
Female
38,271
Divorced
1
Bachelor's
Self-Employed
35.537876
Rural
Basic
null
7
null
7
2023-11-25 15:21:39.118178
Poor
Yes
Weekly
House
825
25,929
40
Male
2,476
Single
3
PhD
null
24.947395
Suburban
Comprehensive
2
12
815
5
2019-09-12 15:21:39.151732
Good
Yes
Rarely
House
740
25,930
41
Female
20,283
Divorced
3
High School
Employed
23.2724
Urban
Premium
null
3
595
9
2022-05-23 15:21:39.228521
Good
Yes
Rarely
House
495
25,931
57
Male
11,169
Married
3
PhD
Unemployed
14.858158
Suburban
Basic
1
10
770
9
2023-10-08 15:21:39.172097
Good
No
Weekly
Condo
411
25,932
46
Male
5,690
Married
0
PhD
Employed
38.839436
Urban
Basic
0
2
712
3
2019-10-28 15:21:39.228521
Good
No
Daily
Apartment
1,362
25,933
45
Female
2,422
Single
3
PhD
null
30.29754
Rural
Premium
1
0
346
2
2021-11-09 15:21:39.134960
Poor
No
Daily
Condo
588
25,934
27
Female
82,841
Single
2
Bachelor's
null
28.353799
Rural
Premium
null
10
null
5
2023-12-13 15:21:39.228521
Good
Yes
Rarely
Apartment
175
25,935
36
Male
28,680
Single
3
Bachelor's
Self-Employed
null
Rural
Basic
1
16
795
7
2023-09-17 15:21:39.134960
Poor
No
Monthly
House
1,311
25,936
29
Male
12,881
Divorced
2
PhD
Unemployed
44.151613
Suburban
Premium
1
17
682
9
2023-03-08 15:21:39.282785
Good
No
Weekly
House
2,095
25,937
33
Female
39,769
Divorced
null
Bachelor's
Self-Employed
41.587811
Urban
Basic
1
1
804
9
2019-11-08 15:21:39.222387
Average
No
Weekly
Apartment
576
25,938
60
Male
10,562
Married
4
Master's
Self-Employed
11.569253
Urban
Comprehensive
3
15
718
7
2021-07-25 15:21:39.285112
Average
No
Rarely
Condo
609
25,939
48
Female
15,987
Single
null
PhD
Unemployed
29.878196
Rural
Basic
3
1
658
8
2020-08-10 15:21:39.204790
Good
No
Weekly
Condo
1,111
25,940
49
Female
8,863
Single
4
PhD
Employed
null
Urban
Premium
0
18
811
9
2020-11-23 15:21:39.248098
Good
Yes
Weekly
Apartment
678
25,941
45
Male
40,129
Single
2
Bachelor's
Unemployed
15.652568
Suburban
Comprehensive
null
9
590
8
2021-11-07 15:21:39.230483
Poor
No
Monthly
Condo
1,577
25,942
39
Male
15,137
Single
4
PhD
null
43.16165
Urban
Premium
1
5
790
5
2019-10-12 15:21:39.150730
Good
No
Daily
Apartment
681
25,943
25
Male
72,472
Single
4
Master's
null
9.160597
Urban
Premium
2
7
501
6
2022-02-05 15:21:39.165120
Good
Yes
Rarely
Apartment
720
25,944
42
Male
66,825
Married
1
Master's
Self-Employed
19.392535
Urban
Basic
null
1
345
1
2021-11-15 15:21:39.143708
Good
Yes
Daily
House
395
25,945
33
Male
null
Divorced
3
PhD
null
40.221039
Rural
Basic
2
7
382
9
2022-07-25 15:21:39.154008
Good
No
Daily
Apartment
1,103
25,946
24
Male
null
Divorced
2
Bachelor's
Self-Employed
14.567254
Rural
Premium
2
9
457
8
2020-05-14 15:21:39.194829
Poor
Yes
Monthly
Condo
2,443
25,947
60
Male
31,006
Divorced
4
Master's
Self-Employed
28.145867
Suburban
Comprehensive
null
8
672
2
2021-04-26 15:21:39.090124
Average
Yes
Weekly
House
635
25,948
29
Female
51,496
Single
4
High School
Unemployed
52.481516
Urban
Comprehensive
0
17
692
6
2019-12-21 15:21:39.283783
Average
No
Weekly
House
474
25,949
64
Male
37,689
Single
4
High School
Self-Employed
24.637307
Suburban
Basic
0
17
742
7
2022-02-16 15:21:39.206847
Poor
Yes
Monthly
Condo
372
25,950
62
Male
39,644
Single
4
Bachelor's
Employed
35.005957
Suburban
Premium
null
6
535
7
2020-05-26 15:21:39.191219
Good
Yes
Daily
Condo
130
25,951
20
Female
664
Divorced
3
Bachelor's
Employed
22.871104
Rural
Basic
null
7
312
9
2021-02-21 15:21:39.193945
Average
No
Monthly
Condo
436
25,952
38
Female
11,558
Married
2
High School
Employed
22.817078
Urban
Basic
null
10
543
7
2024-01-01 15:21:39.118178
Good
No
Monthly
Apartment
563
25,953
55
Female
117,433
Married
2
Bachelor's
null
21.351913
Suburban
Premium
null
11
683
5
2020-08-13 15:21:39.205850
Average
No
Rarely
Condo
410
25,954
21
Male
37,332
Divorced
3
High School
Self-Employed
28.883099
Suburban
Premium
1
12
476
7
2021-01-22 15:21:39.221386
Good
No
Weekly
Condo
1,851
25,955
18
Female
673
Married
4
Master's
Unemployed
16.730424
Urban
Comprehensive
0
5
656
6
2022-09-10 15:21:39.121169
Good
Yes
Monthly
House
335
25,956
61
Female
35,956
Married
1
PhD
Unemployed
16.471226
Suburban
Basic
null
3
null
5
2022-01-06 15:21:39.273973
Average
No
Rarely
Apartment
809
25,957
55
Female
1,034
Single
0
Master's
null
27.744106
Rural
Premium
null
2
null
3
2021-02-14 15:21:39.187211
Good
No
Rarely
Condo
2,313
25,958
40
Male
8,504
Single
4
High School
Employed
15.929245
Urban
Premium
1
0
496
3
2021-03-02 15:21:39.280784
Good
No
Rarely
Apartment
850
25,959
63
Female
20,597
Married
4
High School
Employed
13.152689
Urban
Basic
null
17
805
6
2023-12-13 15:21:39.208842
Poor
No
Weekly
Apartment
683
25,960
33
Male
36,325
Divorced
3
High School
Unemployed
38.181345
Urban
Basic
2
8
842
5
2021-11-14 15:21:39.120168
Good
Yes
Weekly
Condo
100
25,961
32
Female
24,705
Divorced
2
High School
null
null
Suburban
Premium
null
6
772
4
2019-10-04 15:21:39.254678
Poor
Yes
Daily
Apartment
3,096
25,962
42
Male
14,094
Single
3
PhD
null
24.237079
Urban
Premium
null
17
804
5
2020-12-29 15:21:39.172097
Average
Yes
Daily
Apartment
656
25,963
29
Male
6,096
Married
3
PhD
Employed
37.622719
Rural
Premium
null
18
583
5
2020-06-10 15:21:39.244069
Poor
No
Daily
House
893
25,964
33
Female
23,991
Married
null
Bachelor's
null
35.964223
Rural
Premium
1
13
644
8
2021-11-02 15:21:39.223901
Poor
No
Rarely
Apartment
614
25,965
43
Male
38,302
null
1
PhD
Self-Employed
22.73432
Suburban
Comprehensive
null
19
null
6
2020-05-07 15:21:39.180553
Average
Yes
Rarely
Condo
563
25,966
62
Female
4,067
null
4
Bachelor's
Employed
7.08597
Rural
Comprehensive
null
19
847
2
2022-07-17 15:21:39.084065
Poor
Yes
Daily
House
884
25,967
null
Male
3,568
Single
null
Master's
null
45.648701
Suburban
Comprehensive
null
19
596
3
2020-09-16 15:21:39.154008
Good
No
Monthly
House
2,349
25,968
20
Female
27,316
null
2
High School
Employed
17.879285
Urban
Basic
0
8
776
6
2019-11-05 15:21:39.208842
Good
Yes
Weekly
House
3,283
25,969
25
Female
48,543
Single
4
High School
Unemployed
28.90749
Urban
Comprehensive
1
1
483
9
2023-11-30 15:21:39.204790
null
Yes
Daily
House
2,636
25,970
42
Female
1,610
Single
null
Master's
null
null
Rural
Basic
0
5
null
6
2023-05-07 15:21:39.134960
Good
Yes
Daily
House
695
25,971
32
Male
36,316
Single
4
Master's
Employed
35.964431
Suburban
Comprehensive
2
16
731
7
2021-02-15 15:21:39.247098
Good
No
Rarely
Apartment
2,658
25,972
61
Male
61,803
Single
3
Bachelor's
Self-Employed
22.357464
Rural
Comprehensive
1
2
519
4
2019-12-11 15:21:39.202448
Average
No
Weekly
House
431
25,973
61
Female
6,977
Married
null
Master's
Self-Employed
null
Suburban
Basic
0
15
636
2
2024-01-03 15:21:39.232526
Good
No
Monthly
Condo
870
25,974
39
Male
8,886
Married
3
Master's
null
13.927149
Rural
Comprehensive
0
9
null
2
2021-04-23 15:21:39.198406
Average
No
Weekly
Condo
2,781
25,975
24
Male
28,182
Married
4
High School
null
6.547625
Suburban
Premium
1
8
null
1
2022-07-28 15:21:39.255696
Average
No
Monthly
Condo
706
25,976
56
Male
40,037
Married
1
Master's
null
21.83927
Urban
Premium
0
15
514
9
2022-10-30 15:21:39.097737
Average
No
Rarely
Apartment
1,624
25,977
26
Female
1,434
Single
2
PhD
Employed
21.352747
Rural
Premium
2
15
613
6
2023-07-30 15:21:39.134960
Average
Yes
Rarely
House
842
25,978
39
Female
39,997
Single
0
Master's
null
15.072281
Rural
Comprehensive
3
4
621
1
2023-03-06 15:21:39.233998
Good
Yes
Daily
Condo
2,197
25,979
19
Male
18,392
Divorced
2
Bachelor's
Self-Employed
34.906962
Suburban
Basic
2
13
613
7
2019-11-24 15:21:39.287115
Average
No
Rarely
Condo
1,593
25,980
63
Female
15,861
Divorced
3
High School
null
null
Suburban
Comprehensive
null
5
485
4
2020-07-28 15:21:39.149731
Poor
No
Monthly
House
742
25,981
50
Male
20,346
Divorced
3
Bachelor's
Employed
25.96615
Rural
Premium
1
16
607
8
2022-07-10 15:21:39.147735
Good
No
Rarely
Apartment
1,590
25,982
37
Male
null
Divorced
null
High School
Self-Employed
null
Suburban
Comprehensive
1
4
488
6
2019-11-12 15:21:39.283783
Good
Yes
Rarely
House
981
25,983
54
Male
56,360
Married
0
Master's
Self-Employed
7.595027
Urban
Comprehensive
0
0
373
4
2024-06-03 15:21:39.180553
null
Yes
Rarely
House
1,429
25,984
42
Female
15,556
Married
2
High School
Self-Employed
35.516916
Rural
Basic
0
15
753
8
2020-09-30 15:21:39.237118
Good
Yes
Weekly
House
461
25,985
39
Male
121,688
Married
0
Bachelor's
null
26.715593
Urban
Premium
null
9
663
7
2021-05-10 15:21:39.223901
null
No
Monthly
Condo
95
25,986
58
Male
62,488
Married
2
PhD
Self-Employed
43.5144
Rural
Premium
1
0
null
3
2019-09-09 15:21:39.155231
Average
No
Monthly
House
153
25,987
47
Male
36,536
Married
2
High School
null
23.865935
Rural
Premium
2
6
618
1
2024-05-30 15:21:39.214388
Average
No
Rarely
Condo
365
25,988
40
Female
696
Single
0
PhD
Self-Employed
49.581987
Rural
Comprehensive
0
9
319
8
2020-01-03 15:21:39.274993
Poor
No
Daily
Condo
477
25,989
36
Female
30,652
Married
4
Bachelor's
Self-Employed
20.711109
Rural
Basic
1
10
612
9
2019-12-02 15:21:39.143708
Good
Yes
Monthly
Condo
2,671
25,990
25
Female
6,096
Single
3
PhD
Unemployed
50.939434
Urban
Comprehensive
0
14
310
7
2021-01-06 15:21:39.171102
Good
No
Rarely
Condo
1,499
25,991
36
Female
38,982
Single
4
High School
Unemployed
12.033935
Urban
Basic
0
10
null
8
2022-01-23 15:21:39.223390
Poor
No
Daily
Apartment
1,075
25,992
42
Female
59,817
Divorced
0
Bachelor's
Unemployed
null
Rural
Premium
null
3
472
8
2021-07-10 15:21:39.087123
Good
No
Monthly
House
1,759
25,993
37
Female
16,098
Single
3
Bachelor's
Unemployed
35.919813
Suburban
Basic
1
15
676
7
2022-04-21 15:21:39.155231
Average
Yes
Weekly
House
972
25,994
53
Female
476
Single
2
High School
Unemployed
23.07192
Urban
Basic
null
1
null
4
2023-09-24 15:21:39.194829
Poor
Yes
Rarely
Apartment
2,226
25,995
52
Female
3,326
Single
0
PhD
Unemployed
41.936226
Suburban
Premium
null
14
716
2
2021-07-30 15:21:39.122134
Average
No
Weekly
Apartment
2,392
25,996
40
Female
5,047
Divorced
0
Bachelor's
Self-Employed
21.75584
Urban
Basic
0
8
569
7
2023-12-12 15:21:39.134960
Good
Yes
Rarely
Condo
488
25,997
null
Female
44,003
Single
4
Bachelor's
Employed
25.958604
Rural
Basic
1
10
848
9
2021-11-30 15:21:39.096739
Poor
Yes
Rarely
Apartment
1,690
25,998
35
Male
18,096
Divorced
2
Master's
Employed
25.264213
Suburban
Premium
1
15
718
4
2023-01-23 15:21:39.164044
Average
Yes
Weekly
Apartment
29
25,999
39
Female
37,398
Single
2
High School
Employed
51.497632
Urban
Comprehensive
2
2
null
5
2022-08-27 15:21:39.134960
Average
Yes
Weekly
Apartment
1,435