id
int64
0
1.2M
Age
float64
18
64
Gender
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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
900
55
Female
25,166
Divorced
2
PhD
Self-Employed
7.898295
Rural
Basic
1
17
826
5
2021-03-07 15:21:39.092127
Good
Yes
Weekly
House
1,686
901
20
Male
33,294
Single
2
High School
Self-Employed
49.927975
Rural
Basic
1
9
772
5
2020-02-16 15:21:39.082499
Average
Yes
Rarely
House
517
902
24
Male
39,731
Married
2
High School
Employed
19.913131
Urban
Comprehensive
1
0
848
1
2022-01-09 15:21:39.097737
Good
No
Weekly
House
2,266
903
59
Male
46,345
Divorced
3
Master's
Unemployed
45.567321
Urban
Basic
1
15
557
3
2022-02-02 15:21:39.081504
Poor
No
Weekly
Apartment
1,246
904
62
Male
4,020
Divorced
2
PhD
Unemployed
null
Urban
Basic
null
17
744
5
2020-08-14 15:21:39.287115
Average
Yes
Weekly
Apartment
24
905
58
Male
4,045
Single
1
High School
null
22.188841
Urban
Premium
1
1
null
2
2022-07-22 15:21:39.283783
Good
No
Rarely
Condo
2,301
906
41
Male
1,288
Divorced
1
Master's
Employed
28.622761
Urban
Comprehensive
2
7
null
4
2020-04-15 15:21:39.086123
Average
No
Monthly
Apartment
391
907
54
Male
15,963
Divorced
0
Master's
null
11.794458
Suburban
Comprehensive
null
1
681
5
2024-05-29 15:21:39.175719
Average
Yes
Weekly
House
391
908
33
Female
36,733
Single
4
PhD
Unemployed
40.576508
Urban
Comprehensive
0
8
null
8
2024-05-18 15:21:39.134960
Good
Yes
Weekly
Apartment
1,080
909
30
Male
16,447
Single
2
Master's
Unemployed
26.319329
Suburban
Comprehensive
1
7
492
9
2022-06-20 15:21:39.254678
Average
Yes
Daily
Apartment
686
910
29
Male
58,102
Married
2
Bachelor's
Employed
23.965504
Suburban
Comprehensive
2
12
null
1
2024-05-14 15:21:39.155231
Average
No
Daily
House
41
911
27
Male
39,724
Divorced
3
PhD
null
14.673905
Suburban
Premium
null
7
727
2
2020-01-10 15:21:39.259788
Poor
No
Daily
House
1,093
912
51
Female
20,709
Single
0
Bachelor's
Employed
22.311531
Suburban
Comprehensive
1
12
641
5
2019-12-30 15:21:39.173834
null
Yes
Monthly
Condo
37
913
35
Female
31,541
Single
null
Bachelor's
Self-Employed
6.084839
Rural
Comprehensive
null
2
420
8
2024-03-21 15:21:39.181605
null
Yes
Daily
House
2,110
914
22
Female
7,503
Single
2
PhD
Employed
22.918778
Urban
Premium
null
19
787
4
2024-01-25 15:21:39.101733
Average
No
Rarely
Condo
273
915
32
Female
2,965
Divorced
0
High School
null
null
Suburban
Basic
1
7
706
6
2020-08-10 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,044
916
41
Male
60,543
Married
3
Bachelor's
Unemployed
29.788458
Suburban
Comprehensive
0
10
680
9
2021-07-10 15:21:39.186212
Poor
Yes
Weekly
House
282
917
37
Male
25,066
Married
4
PhD
Unemployed
17.593997
Rural
Comprehensive
0
0
588
3
2020-05-15 15:21:39.223901
Average
No
Daily
Apartment
1,281
918
46
Female
3,718
Married
2
Master's
null
21.410033
Urban
Basic
null
9
472
3
2023-02-12 15:21:39.134960
Poor
No
Monthly
Apartment
1,377
919
39
Male
5,856
Divorced
1
High School
Self-Employed
null
Rural
Comprehensive
2
16
447
5
2020-05-04 15:21:39.091080
Average
No
Monthly
House
1,722
920
39
Male
30,333
Single
1
Bachelor's
Employed
47.926691
Urban
Basic
2
2
478
2
2023-06-27 15:21:39.233485
Average
Yes
Monthly
House
839
921
46
Male
27,863
Married
4
High School
Self-Employed
25.881435
Suburban
Basic
null
15
783
8
2022-01-24 15:21:39.092127
Poor
Yes
Daily
House
1,661
922
56
Female
10,613
Divorced
3
Master's
Self-Employed
42.827572
Suburban
Basic
0
6
608
2
2021-07-19 15:21:39.282785
Poor
Yes
Weekly
Apartment
2,060
923
22
Female
5,718
Divorced
0
Master's
null
28.15809
Rural
Premium
2
17
681
8
2022-04-05 15:21:39.128286
Good
Yes
Rarely
House
1,320
924
34
Male
6,957
Married
4
Bachelor's
null
12.41703
Rural
Comprehensive
0
17
null
1
2021-08-24 15:21:39.237118
Poor
Yes
Monthly
Apartment
648
925
62
Female
18,953
Single
3
Master's
Self-Employed
25.907326
Suburban
Premium
2
2
601
7
2023-12-27 15:21:39.276901
Average
Yes
Monthly
House
177
926
27
Female
5,877
Single
3
High School
Unemployed
35.533849
Suburban
Basic
1
2
null
6
2022-10-19 15:21:39.134960
Average
No
Weekly
House
603
927
30
Female
17,891
Divorced
1
High School
null
28.0065
Rural
Basic
0
15
821
2
2019-12-06 15:21:39.237118
Poor
Yes
Weekly
House
534
928
20
Female
14,861
Divorced
0
Master's
Self-Employed
16.638383
Rural
Comprehensive
1
4
686
4
2024-01-29 15:21:39.092127
Good
No
Rarely
Apartment
1,493
929
34
Female
29,173
Divorced
2
Master's
Unemployed
29.517028
Urban
Comprehensive
null
16
521
8
2022-10-05 15:21:39.198406
Average
No
Monthly
House
772
930
20
Female
14,058
Married
null
PhD
Self-Employed
20.812255
Urban
Comprehensive
null
10
653
6
2021-03-05 15:21:39.211806
Poor
Yes
Weekly
Condo
1,613
931
42
Female
77,933
Single
0
PhD
Unemployed
7.882164
Suburban
Premium
2
5
null
5
2021-02-09 15:21:39.085129
Good
No
Weekly
Condo
2,578
932
57
Female
21,598
Married
3
PhD
Self-Employed
32.82085
Rural
Premium
1
10
558
9
2024-05-19 15:21:39.155231
Good
No
Daily
Condo
2,682
933
35
Male
8,051
Married
3
PhD
Self-Employed
8.639081
Urban
Comprehensive
0
19
706
8
2023-09-01 15:21:39.096739
Poor
Yes
Weekly
Apartment
663
934
40
Female
3,978
Single
0
Bachelor's
Self-Employed
44.979591
Rural
Premium
0
9
538
1
2022-09-18 15:21:39.124659
Good
No
Weekly
Condo
2,048
935
62
Male
82,546
Single
null
PhD
null
13.730865
Rural
Premium
2
14
586
2
2022-07-20 15:21:39.226954
Poor
No
Rarely
Condo
2,714
936
34
Male
50,958
Married
0
PhD
Unemployed
50.1349
Urban
Comprehensive
1
12
407
7
2023-04-15 15:21:39.094752
Average
No
Rarely
House
882
937
41
Female
5,871
Married
3
High School
Self-Employed
9.965686
Urban
Premium
1
2
748
6
2023-11-24 15:21:39.286113
Good
No
Rarely
House
1,272
938
35
Male
6,994
Married
3
Bachelor's
Unemployed
47.916866
Suburban
Premium
2
9
655
6
2020-12-24 15:21:39.086123
Poor
Yes
Daily
Condo
837
939
40
Male
64,583
Married
4
High School
Self-Employed
38.802213
Urban
Comprehensive
null
0
301
3
2021-01-10 15:21:39.152732
Average
Yes
Weekly
House
1,854
940
36
Female
10,862
Married
2
PhD
Self-Employed
31.774446
Suburban
Premium
null
0
641
9
2024-03-06 15:21:39.191219
Good
Yes
Monthly
House
1,761
941
54
Male
34,374
Divorced
null
Master's
Unemployed
48.444876
Rural
Premium
1
1
508
4
2024-03-06 15:21:39.088124
null
Yes
Daily
Condo
3,733
942
25
Female
18,341
Single
0
High School
Employed
13.14106
Suburban
Premium
1
9
476
2
2023-09-30 15:21:39.134960
Poor
No
Rarely
House
1,755
943
62
Male
4,541
Divorced
1
High School
Self-Employed
35.906924
Suburban
Premium
null
18
718
3
2022-11-09 15:21:39.267454
Good
No
Weekly
House
2,768
944
41
Female
6,826
Single
4
Bachelor's
Unemployed
50.929251
Urban
Premium
null
15
821
2
2021-07-11 15:21:39.181605
Average
No
Rarely
Condo
483
945
53
Female
17,676
Single
4
Bachelor's
null
50.519441
Urban
Comprehensive
2
14
491
5
2023-08-26 15:21:39.177724
Average
Yes
Rarely
Apartment
522
946
47
Female
72,682
Single
null
PhD
null
33.967914
Urban
Comprehensive
3
12
507
2
2024-02-10 15:21:39.287115
Poor
No
Weekly
House
416
947
52
Male
25,495
Divorced
4
Bachelor's
Employed
40.066403
Urban
Basic
0
11
687
5
2023-11-22 15:21:39.134960
Average
No
Monthly
House
1,517
948
39
Male
13,981
Single
0
Bachelor's
null
9.988942
Suburban
Premium
0
7
784
3
2020-07-26 15:21:39.134960
Good
Yes
Daily
Condo
589
949
21
Male
14,961
Married
3
Bachelor's
null
36.817341
Rural
Premium
null
17
513
9
2021-04-24 15:21:39.147735
Average
Yes
Rarely
House
1,640
950
38
Male
657
Married
3
PhD
Unemployed
13.55175
Rural
Basic
1
11
469
3
2021-07-20 15:21:39.155231
Good
Yes
Daily
Condo
691
951
62
Male
47,761
Married
3
PhD
Self-Employed
43.947468
Rural
Comprehensive
null
6
607
4
2024-07-09 15:21:39.222387
Average
Yes
Monthly
Condo
119
952
52
Male
4,077
Divorced
1
Bachelor's
Unemployed
30.166682
Urban
Basic
1
14
513
4
2023-07-02 15:21:39.155231
Poor
Yes
Rarely
House
1,841
953
21
Female
38,612
Married
4
Bachelor's
Employed
23.451326
Rural
Premium
null
1
725
8
2021-08-03 15:21:39.271453
Poor
Yes
Monthly
House
2,421
954
54
Female
23,981
Divorced
1
High School
null
20.140569
Rural
Premium
0
3
null
5
2021-09-17 15:21:39.134960
Good
Yes
Daily
Apartment
1,207
955
53
Male
58,847
Divorced
null
PhD
null
9.534284
Rural
Comprehensive
null
7
492
9
2022-10-25 15:21:39.274993
Good
Yes
Weekly
Apartment
2,053
956
33
Male
39,098
Single
3
High School
Unemployed
22.238829
Rural
Comprehensive
1
16
807
1
2024-02-16 15:21:39.177724
Average
No
Weekly
Condo
669
957
62
Male
32,282
Married
2
High School
null
11.25555
Rural
Basic
null
7
609
1
2020-04-06 15:21:39.231531
Poor
No
Daily
Condo
563
958
48
Female
20,982
Married
null
PhD
Employed
21.2617
Urban
Basic
null
9
774
7
2022-12-22 15:21:39.198406
Average
Yes
Rarely
House
487
959
51
Female
18,671
Single
4
High School
Unemployed
22.568934
Suburban
Premium
0
5
773
2
2020-03-10 15:21:39.105504
Good
No
Weekly
Condo
1,383
960
55
Female
132,925
null
3
Bachelor's
Self-Employed
35.501799
Urban
Comprehensive
3
9
657
4
2020-06-22 15:21:39.237118
Poor
No
Weekly
Apartment
705
961
48
Female
1,807
Married
4
PhD
Employed
30.357951
Rural
Comprehensive
0
14
748
5
2019-09-20 15:21:39.221386
Good
No
Daily
House
2,213
962
26
Male
38,791
Single
2
High School
Employed
24.246877
Suburban
Comprehensive
1
8
546
7
2021-10-16 15:21:39.192212
Good
Yes
Daily
House
2,057
963
26
Male
20,996
Married
null
PhD
Self-Employed
32.803493
Urban
Basic
1
5
625
5
2020-01-09 15:21:39.087123
Poor
No
Weekly
Apartment
1,848
964
23
Female
66,744
Single
1
PhD
Unemployed
52.692765
Urban
Basic
3
8
824
9
2022-11-06 15:21:39.095696
Good
Yes
Weekly
House
643
965
58
Female
27,961
Single
null
Bachelor's
Self-Employed
30.890706
Suburban
Basic
null
13
810
9
2020-02-05 15:21:39.155231
Poor
No
Daily
Condo
1,077
966
64
Female
15,962
Divorced
1
PhD
null
41.570924
Rural
Comprehensive
1
11
677
2
2021-02-23 15:21:39.126661
Good
Yes
Rarely
Apartment
961
967
64
Male
44,737
Single
4
Master's
null
19.924644
Suburban
Comprehensive
1
8
706
5
2021-03-17 15:21:39.155231
Poor
Yes
Rarely
Apartment
479
968
33
Female
7,926
Divorced
4
Master's
Employed
22.756823
Urban
Comprehensive
null
19
494
2
2022-05-21 15:21:39.115178
Average
No
Weekly
Apartment
714
969
50
Female
9,931
Single
4
Bachelor's
Employed
23.6735
Urban
Basic
0
8
511
7
2022-10-25 15:21:39.155231
Average
Yes
Monthly
Apartment
723
970
28
Male
134,587
Married
1
PhD
Unemployed
47.934605
Urban
Comprehensive
1
14
402
1
2022-07-12 15:21:39.155231
Poor
No
Weekly
Apartment
442
971
19
Male
82,497
Single
3
PhD
null
19.539298
Rural
Basic
2
4
426
2
2019-08-24 15:21:39.080440
Good
No
Daily
House
1,647
972
25
Female
108,418
Single
4
Master's
Self-Employed
12.607736
Urban
Basic
2
2
404
8
2022-12-10 15:21:39.251142
Average
Yes
Monthly
House
1,369
973
49
Female
1,698
Single
3
High School
Employed
13.751419
Rural
Comprehensive
null
13
553
7
2022-09-26 15:21:39.237118
Good
Yes
Monthly
Apartment
2,353
974
23
Female
90,884
Divorced
4
PhD
Self-Employed
11.958289
Urban
Basic
null
1
394
3
2023-07-03 15:21:39.254678
Poor
No
Daily
House
904
975
32
Female
40,552
Single
4
Bachelor's
Employed
17.793664
Rural
Comprehensive
0
7
473
2
2023-08-03 15:21:39.204790
Poor
No
Daily
House
1,150
976
51
Male
3,858
Single
0
PhD
null
47.116508
Urban
Premium
4
17
736
9
2022-01-11 15:21:39.191219
Good
Yes
Rarely
House
1,035
977
25
Female
29,279
Divorced
4
PhD
Unemployed
9.869596
Suburban
Basic
2
5
695
3
2024-03-07 15:21:39.155231
Good
No
Weekly
Condo
1,174
978
33
Male
2,445
Single
2
Master's
Employed
22.612219
Suburban
Basic
2
8
null
5
2022-01-21 15:21:39.278402
Poor
Yes
Daily
Condo
939
979
33
Male
48,750
Divorced
0
High School
null
13.979115
Suburban
Basic
2
7
320
1
2024-02-07 15:21:39.186212
Average
Yes
Daily
House
371
980
33
Female
127,712
Married
4
PhD
Employed
19.013593
Rural
Comprehensive
2
0
805
3
2020-08-23 15:21:39.276901
Poor
No
Monthly
House
2,873
981
42
Male
44,704
Single
null
PhD
Unemployed
9.160629
Rural
Premium
0
3
519
3
2020-11-13 15:21:39.211806
Poor
Yes
Rarely
House
1,398
982
56
Male
5,907
Divorced
3
PhD
Unemployed
41.711822
Rural
Comprehensive
null
9
663
2
2024-03-09 15:21:39.246098
Good
Yes
Rarely
Condo
1,618
983
42
Female
32,736
Divorced
0
High School
Self-Employed
29.823683
Urban
Comprehensive
1
9
776
7
2021-01-21 15:21:39.218388
Average
No
Rarely
Apartment
902
984
18
Female
20,121
Divorced
2
Bachelor's
null
7.849132
Urban
Premium
0
3
356
8
2021-09-04 15:21:39.132191
Poor
No
Rarely
Apartment
1,008
985
63
Male
113,584
Married
0
High School
Employed
19.068252
Urban
Premium
2
19
410
1
2020-06-22 15:21:39.172097
Average
Yes
Weekly
Condo
714
986
60
Female
12,110
Single
0
Master's
Employed
44.908802
Suburban
Comprehensive
null
4
336
5
2024-07-17 15:21:39.228521
Poor
No
Daily
House
790
987
38
Female
4,981
Divorced
4
Master's
Unemployed
36.470128
Suburban
Premium
0
18
815
1
2022-10-23 15:21:39.219432
Good
No
Monthly
House
365
988
23
Female
6,545
Divorced
2
Master's
Self-Employed
null
Rural
Comprehensive
null
15
534
9
2022-01-07 15:21:39.145732
Average
No
Weekly
Condo
1,461
989
27
Male
17,763
Single
null
Bachelor's
Unemployed
26.693718
Rural
Premium
0
6
797
8
2024-05-11 15:21:39.177724
null
No
Daily
Apartment
48
990
60
Male
3,846
Single
1
Bachelor's
Employed
49.88426
Suburban
Premium
1
13
826
1
2021-07-09 15:21:39.148733
Good
Yes
Monthly
Condo
2,139
991
43
Female
24,388
Single
3
PhD
null
33.676903
Rural
Comprehensive
0
16
654
9
2020-04-27 15:21:39.237118
Average
Yes
Weekly
House
934
992
57
Male
92,580
Single
1
High School
null
7.715894
Rural
Basic
1
16
308
9
2019-12-14 15:21:39.155231
null
No
Monthly
Apartment
1,430
993
58
Male
7,876
Single
2
High School
Employed
27.914391
Rural
Premium
1
14
616
4
2023-04-25 15:21:39.237118
Poor
Yes
Daily
Apartment
557
994
35
Male
24,299
Single
0
Bachelor's
Employed
32.744973
Rural
Basic
0
12
768
6
2024-06-02 15:21:39.237118
Good
No
Weekly
House
1,049
995
42
Male
45,638
Single
2
PhD
Employed
50.865307
Urban
Premium
null
12
776
1
2019-12-11 15:21:39.085129
Good
No
Rarely
Apartment
1,806
996
64
Female
14,094
Married
1
High School
Employed
29.351739
Urban
Comprehensive
2
16
818
4
2021-10-02 15:21:39.190215
Average
Yes
Rarely
House
1,116
997
null
Female
80,198
Divorced
1
Bachelor's
Self-Employed
29.359427
Suburban
Basic
2
4
775
4
2021-11-09 15:21:39.174719
Good
Yes
Rarely
Apartment
3,381
998
25
Male
16,981
Divorced
1
High School
Self-Employed
32.896941
Suburban
Comprehensive
0
5
673
7
2020-05-03 15:21:39.097737
Poor
Yes
Rarely
Condo
718
999
55
Female
28,396
Divorced
2
Master's
Self-Employed
33.913016
Suburban
Basic
1
8
767
1
2023-04-30 15:21:39.134960
Good
Yes
Rarely
House
1,012