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
7,800
57
Female
36,231
Divorced
4
PhD
Unemployed
21.288827
Urban
Comprehensive
1
19
564
5
2020-01-30 15:21:39.086123
Good
Yes
Rarely
Apartment
471
7,801
25
Female
9,842
Married
1
High School
null
15.183574
Rural
Comprehensive
1
2
578
4
2023-10-21 15:21:39.237118
Good
Yes
Weekly
Condo
2,582
7,802
26
Male
38,959
Married
4
Master's
Self-Employed
20.739428
Rural
Basic
2
17
719
1
2021-05-09 15:21:39.097737
Good
Yes
Rarely
Apartment
2,174
7,803
28
Male
70,530
Single
null
PhD
Unemployed
18.979589
Suburban
Basic
1
0
473
2
2019-12-05 15:21:39.218388
Poor
Yes
Rarely
House
2,387
7,804
40
Male
95,919
Single
0
Master's
Self-Employed
21.992045
Urban
Premium
0
14
578
7
2023-12-26 15:21:39.283783
Good
Yes
Weekly
Apartment
391
7,805
27
Male
54,919
null
null
High School
Self-Employed
34.371737
Urban
Basic
3
19
696
2
2022-03-18 15:21:39.080440
Average
Yes
Daily
Condo
1,236
7,806
27
Male
43,440
Married
1
PhD
Employed
17.079774
Rural
Comprehensive
2
5
573
6
2021-01-18 15:21:39.155231
Good
Yes
Weekly
Apartment
652
7,807
51
Male
20,300
Single
2
PhD
Unemployed
37.182046
Rural
Comprehensive
null
4
618
6
2023-08-08 15:21:39.134960
Poor
Yes
Daily
House
1,764
7,808
44
Male
62,387
Divorced
0
PhD
null
23.726509
Suburban
Premium
null
6
329
9
2021-08-16 15:21:39.167099
Average
No
Monthly
Condo
1,111
7,809
46
Female
13,066
Single
4
PhD
Self-Employed
25.824358
Suburban
Comprehensive
0
4
696
4
2022-07-06 15:21:39.106582
Good
No
Monthly
Apartment
485
7,810
45
Female
38,862
Divorced
1
High School
Self-Employed
27.929472
Urban
Basic
1
5
677
4
2021-07-01 15:21:39.125660
Average
Yes
Weekly
Apartment
287
7,811
22
Female
56,972
Single
2
PhD
Employed
34.945961
Rural
Basic
2
15
403
7
2020-01-08 15:21:39.090124
Poor
No
Rarely
Condo
639
7,812
50
Female
8,098
Married
0
PhD
null
22.977644
Urban
Premium
1
0
668
6
2020-03-23 15:21:39.177724
Good
Yes
Rarely
Condo
1,233
7,813
23
Female
12,071
Divorced
1
PhD
null
22.919032
Rural
Premium
null
10
null
7
2021-04-05 15:21:39.187211
Poor
Yes
Weekly
Apartment
1,014
7,814
51
Female
46,338
Divorced
2
High School
null
33.926422
Urban
Basic
0
15
751
1
2024-06-30 15:21:39.223901
Average
Yes
Daily
House
805
7,815
21
Male
99,854
Married
1
High School
null
40.015919
Suburban
Premium
1
17
452
4
2021-04-10 15:21:39.131192
Average
Yes
Weekly
House
2,626
7,816
37
Female
23,795
Divorced
3
Bachelor's
Employed
25.151993
Urban
Comprehensive
0
2
591
2
2023-05-02 15:21:39.289099
Average
Yes
Weekly
Condo
1,755
7,817
62
Male
3,852
Married
1
PhD
Self-Employed
null
Rural
Comprehensive
0
7
null
7
2023-04-21 15:21:39.181605
Average
No
Weekly
Condo
571
7,818
57
Male
16,085
Single
0
High School
null
24.582831
Rural
Basic
1
2
668
5
2022-12-07 15:21:39.174719
Good
Yes
Rarely
House
1,257
7,819
27
Male
10,589
Single
1
Master's
Self-Employed
16.813158
Urban
Basic
null
9
763
5
2024-04-14 15:21:39.148733
Poor
Yes
Rarely
House
498
7,820
26
Female
18,498
Married
4
PhD
null
29.478602
Suburban
Premium
0
19
472
4
2020-12-01 15:21:39.090124
Good
Yes
Daily
House
2,838
7,821
27
Female
23,897
Divorced
2
Master's
Employed
24.07912
Suburban
Premium
null
6
735
7
2022-12-27 15:21:39.096739
Average
No
Daily
Condo
2,023
7,822
48
Male
4,439
Single
4
Bachelor's
Unemployed
39.391367
Rural
Premium
3
18
841
5
2023-09-02 15:21:39.185215
Good
Yes
Weekly
House
880
7,823
27
Female
7,999
Married
1
High School
Self-Employed
28.262411
Suburban
Basic
1
19
770
6
2020-04-27 15:21:39.147735
Average
Yes
Rarely
Condo
23
7,824
48
Female
19,895
Married
4
Bachelor's
Unemployed
24.837893
Suburban
Premium
0
0
772
8
2024-02-14 15:21:39.134960
Average
No
Monthly
House
1,336
7,825
49
Female
34,309
Married
1
Bachelor's
null
28.412321
Suburban
Basic
2
19
472
1
2023-04-16 15:21:39.237118
null
Yes
Daily
Apartment
1,718
7,826
40
Female
50,857
Married
0
Bachelor's
null
27.296311
Rural
Premium
null
14
833
7
2020-02-27 15:21:39.112553
null
No
Daily
Apartment
28
7,827
53
Female
23,258
Divorced
1
High School
null
17.990787
Urban
Basic
0
19
null
1
2020-02-28 15:21:39.237118
Good
No
Monthly
Apartment
526
7,828
38
Male
28,672
Married
0
Bachelor's
Self-Employed
32.004039
Rural
Premium
0
7
681
9
2021-06-08 15:21:39.129190
null
No
Weekly
House
1,799
7,829
23
Female
39,937
Single
2
Master's
null
21.551588
Rural
Comprehensive
null
9
632
7
2021-02-20 15:21:39.171102
Poor
Yes
Rarely
House
1,459
7,830
19
Male
null
Single
4
PhD
null
21.35852
Rural
Comprehensive
null
3
303
8
2022-06-06 15:21:39.254678
Good
No
Monthly
Condo
635
7,831
30
Male
25,011
Divorced
3
Master's
null
32.5921
Rural
Premium
0
16
483
7
2020-01-11 15:21:39.237118
Good
No
Daily
Condo
2,268
7,832
56
Male
19,840
Divorced
0
High School
Unemployed
48.722215
Urban
Comprehensive
1
16
null
1
2020-02-06 15:21:39.095696
Good
No
Monthly
House
531
7,833
46
Male
30,190
Single
3
Master's
null
8.919368
Urban
Basic
0
18
671
7
2021-01-18 15:21:39.168099
Good
Yes
Monthly
House
553
7,834
45
Male
3,655
Married
2
Bachelor's
null
15.448939
Urban
Premium
3
13
420
7
2021-06-28 15:21:39.173834
Good
No
Monthly
Condo
3,308
7,835
44
Male
70,024
Married
3
Master's
null
8.123938
Urban
Comprehensive
null
16
391
8
2022-11-19 15:21:39.222387
Good
No
Monthly
Condo
821
7,836
31
Female
116,907
null
2
High School
Unemployed
28.686057
Urban
Comprehensive
1
16
819
6
2020-09-05 15:21:39.265513
Good
No
Rarely
Condo
2,155
7,837
22
Female
15,407
Single
2
High School
Employed
38.724166
Urban
Basic
3
16
571
7
2023-05-01 15:21:39.126661
Average
No
Monthly
Apartment
502
7,838
61
Male
90,690
Single
3
Bachelor's
null
19.716672
Urban
Premium
null
2
null
1
2023-05-12 15:21:39.134960
Poor
Yes
Monthly
Condo
382
7,839
55
Female
121,288
Single
1
PhD
Employed
30.843199
Suburban
Comprehensive
1
15
446
5
2021-06-18 15:21:39.155231
Average
Yes
Daily
Apartment
803
7,840
19
Male
125,579
Divorced
2
PhD
Employed
50.534993
Urban
Premium
0
19
697
1
2022-12-14 15:21:39.233998
Good
No
Weekly
House
155
7,841
44
Female
857
Single
3
Master's
null
21.72351
Urban
Basic
1
10
677
7
2022-12-12 15:21:39.204790
Average
Yes
Rarely
House
112
7,842
43
Male
122,485
null
0
High School
Employed
30.633139
Rural
Comprehensive
1
12
562
8
2021-01-22 15:21:39.130190
Poor
No
Daily
Condo
2,782
7,843
21
Female
133,060
Divorced
2
Master's
Unemployed
21.081311
Rural
Comprehensive
1
19
607
3
2024-06-15 15:21:39.085129
Good
Yes
Weekly
Apartment
39
7,844
48
Female
122,821
Divorced
null
High School
Employed
38.48563
Suburban
Premium
1
12
731
6
2020-09-01 15:21:39.261856
Good
No
Monthly
Condo
77
7,845
40
Male
3,298
Divorced
1
High School
Employed
19.926956
Rural
Comprehensive
3
17
null
9
2024-05-05 15:21:39.288099
Poor
No
Weekly
Apartment
904
7,846
54
Male
3,698
Married
2
PhD
Self-Employed
30.847308
Rural
Comprehensive
0
1
571
1
2021-03-02 15:21:39.134960
Poor
No
Weekly
House
2,380
7,847
36
Male
20,531
Single
2
Bachelor's
Self-Employed
43.868227
Suburban
Premium
null
3
719
9
2022-11-12 15:21:39.283783
Average
Yes
Rarely
Condo
690
7,848
58
Male
15,886
Single
0
PhD
Unemployed
null
Rural
Comprehensive
0
2
739
5
2021-03-16 15:21:39.237118
Good
No
Rarely
House
612
7,849
52
Female
3,925
Married
3
Master's
Self-Employed
12.914562
Suburban
Basic
0
13
468
6
2022-01-18 15:21:39.171102
Good
Yes
Monthly
House
722
7,850
22
Male
55,854
Divorced
0
Master's
Employed
36.552901
Urban
Comprehensive
2
2
437
1
2024-04-23 15:21:39.155231
Good
Yes
Weekly
Condo
513
7,851
18
Male
17
Divorced
3
Bachelor's
Employed
23.80651
Suburban
Basic
null
7
788
4
2020-09-24 15:21:39.282785
Average
Yes
Monthly
Apartment
703
7,852
41
Female
113,025
Married
3
High School
Self-Employed
7.956516
Urban
Comprehensive
1
5
481
6
2022-03-22 15:21:39.206847
Average
Yes
Daily
House
25
7,853
50
Female
99,852
Divorced
3
PhD
Self-Employed
30.291249
Suburban
Comprehensive
null
17
454
7
2023-09-17 15:21:39.086123
Average
Yes
Daily
Apartment
30
7,854
41
Female
null
Single
3
Bachelor's
Employed
40.124875
Suburban
Basic
1
11
665
3
2021-01-30 15:21:39.274993
Average
Yes
Daily
House
389
7,855
59
Female
2,079
Divorced
2
Master's
null
23.277855
Rural
Premium
null
14
617
8
2022-01-06 15:21:39.175719
Average
No
Daily
Condo
2,362
7,856
30
Female
20,676
Divorced
3
Bachelor's
Employed
13.248801
Rural
Premium
0
9
793
3
2024-06-04 15:21:39.155231
Good
No
Daily
Condo
1,603
7,857
36
Female
1,038
Married
0
Bachelor's
Self-Employed
35.948632
Suburban
Premium
0
7
493
2
2020-05-31 15:21:39.134960
Good
Yes
Monthly
House
1,706
7,858
45
Male
17,784
Single
2
PhD
Employed
7.925937
Suburban
Basic
null
15
595
2
2023-06-30 15:21:39.243823
Poor
Yes
Daily
Condo
725
7,859
51
Male
44,935
Single
3
High School
Self-Employed
18.814081
Rural
Premium
1
6
790
6
2022-06-18 15:21:39.121169
Poor
Yes
Daily
House
845
7,860
56
Male
null
Single
0
PhD
Employed
41.848265
Urban
Comprehensive
null
19
768
6
2021-06-16 15:21:39.266452
Good
Yes
Monthly
Condo
354
7,861
31
Male
5,538
Divorced
3
Bachelor's
Unemployed
18.955385
Suburban
Premium
0
19
776
4
2020-10-20 15:21:39.093681
Average
Yes
Daily
Condo
1,044
7,862
31
Male
25,265
Married
0
PhD
Employed
29.014095
Rural
Premium
1
2
694
8
2020-07-28 15:21:39.254678
Average
No
Rarely
Condo
1,172
7,863
null
Male
28,665
Married
0
PhD
Unemployed
37.868487
Urban
Premium
0
11
479
4
2022-06-20 15:21:39.109552
Good
Yes
Monthly
Apartment
3,028
7,864
30
Female
2,878
Married
0
Master's
Unemployed
23.312005
Suburban
Comprehensive
4
8
648
6
2022-11-18 15:21:39.219432
Good
Yes
Rarely
Apartment
68
7,865
62
Male
8,096
Married
0
High School
Employed
null
Urban
Premium
0
2
607
4
2020-06-28 15:21:39.093681
Poor
No
Daily
Apartment
483
7,866
47
Female
35,244
Divorced
3
PhD
Unemployed
12.488941
Suburban
Premium
null
5
388
4
2023-12-09 15:21:39.098696
Average
Yes
Daily
Apartment
934
7,867
58
Male
2,089
Married
null
PhD
Self-Employed
27.183092
Suburban
Comprehensive
1
15
364
6
2020-12-07 15:21:39.082499
Good
No
Weekly
Apartment
2,828
7,868
43
Male
10,050
Single
1
Master's
Self-Employed
19.9924
Suburban
Premium
null
9
722
4
2021-09-24 15:21:39.168099
Good
No
Rarely
Condo
1,335
7,869
43
Male
640
Single
3
High School
Self-Employed
38.188841
Suburban
Comprehensive
null
12
402
3
2023-09-30 15:21:39.281787
Poor
Yes
Weekly
Condo
50
7,870
52
Female
141,324
Married
0
PhD
Employed
15.082627
Suburban
Basic
5
6
648
2
2020-08-02 15:21:39.211806
null
Yes
Rarely
Apartment
52
7,871
51
Male
15,983
Married
3
Bachelor's
Self-Employed
20.350008
Suburban
Basic
1
12
null
9
2020-01-20 15:21:39.090124
Average
No
Monthly
Condo
1,447
7,872
30
Male
20,440
Married
null
Master's
null
16.158467
Suburban
Basic
1
4
634
7
2024-03-22 15:21:39.177724
Average
Yes
Weekly
House
1,742
7,873
18
Male
30,286
Single
1
Bachelor's
null
47.113422
Rural
Basic
1
16
756
9
2023-02-06 15:21:39.121169
Good
No
Daily
House
561
7,874
18
Male
46,115
Divorced
2
Bachelor's
null
20.91855
Urban
Comprehensive
null
15
492
6
2020-09-02 15:21:39.125660
Poor
Yes
Weekly
Condo
1,559
7,875
48
Female
16,787
Married
null
High School
Self-Employed
34.956
Rural
Basic
null
6
734
5
2020-07-18 15:21:39.143708
Poor
Yes
Monthly
Apartment
829
7,876
47
Male
null
Married
null
Master's
Self-Employed
17.448921
Urban
Basic
1
4
822
9
2023-03-04 15:21:39.237118
Poor
Yes
Weekly
House
362
7,877
63
Female
2,954
Married
3
High School
Unemployed
14.08719
Suburban
Comprehensive
2
6
703
2
2019-08-28 15:21:39.090124
Poor
No
Weekly
House
830
7,878
18
Male
35,329
Divorced
2
PhD
null
37.794478
Rural
Basic
null
9
709
9
2021-01-21 15:21:39.080440
Average
No
Monthly
House
1,608
7,879
41
Female
null
Single
null
PhD
Self-Employed
4.17293
Suburban
Premium
0
1
410
7
2019-10-27 15:21:39.223901
null
Yes
Monthly
Condo
112
7,880
44
Female
87,795
Single
1
High School
null
7.40253
Urban
Premium
null
13
513
8
2021-11-23 15:21:39.264504
Good
Yes
Weekly
Apartment
365
7,881
40
Female
3,458
Single
3
Master's
Employed
null
Urban
Comprehensive
3
8
439
2
2019-09-12 15:21:39.226954
Good
Yes
Rarely
Condo
642
7,882
26
Female
48,913
Single
4
Master's
Unemployed
32.182477
Rural
Comprehensive
1
8
510
7
2023-02-14 15:21:39.288099
Poor
Yes
Monthly
Condo
2,481
7,883
21
Male
null
Single
0
Master's
null
14.079983
Urban
Comprehensive
0
0
433
7
2022-11-16 15:21:39.155231
Poor
No
Daily
Condo
2,497
7,884
21
Male
24,226
Single
0
Master's
Unemployed
null
Urban
Basic
null
18
null
8
2023-11-27 15:21:39.237118
Good
No
Monthly
Condo
642
7,885
56
Female
17,107
null
0
PhD
Employed
9.740719
Rural
Basic
1
14
812
3
2021-09-03 15:21:39.096739
null
No
Rarely
House
1,614
7,886
38
Male
15,636
Single
1
Master's
Unemployed
28.516676
Urban
Premium
1
4
773
1
2022-08-03 15:21:39.186212
Poor
Yes
Daily
Apartment
2,191
7,887
29
Male
24,023
Single
3
PhD
Employed
36.334612
Rural
Comprehensive
null
10
792
7
2020-04-23 15:21:39.094752
Poor
Yes
Monthly
Condo
1,408
7,888
20
Female
16,078
Single
1
Bachelor's
Unemployed
4.939862
Urban
Comprehensive
null
2
null
7
2023-11-23 15:21:39.237118
Average
No
Rarely
Condo
674
7,889
35
Male
75,884
Married
null
High School
null
26.687838
Rural
Premium
2
16
638
3
2020-04-02 15:21:39.265513
Good
Yes
Weekly
Condo
150
7,890
40
Female
39,658
Divorced
2
High School
null
39.814228
Suburban
Premium
1
7
573
3
2022-04-26 15:21:39.108562
Poor
Yes
Daily
Condo
712
7,891
60
Male
25,011
Married
4
Master's
Self-Employed
26.202454
Urban
Basic
1
15
410
4
2021-12-12 15:21:39.145732
Good
Yes
Rarely
House
1,128
7,892
43
Female
null
Divorced
3
Master's
Unemployed
24.397867
Rural
Premium
0
18
692
7
2020-02-26 15:21:39.182597
Average
Yes
Weekly
House
166
7,893
28
Male
43,798
Divorced
0
PhD
null
8.577918
Suburban
Comprehensive
0
13
847
5
2020-06-29 15:21:39.132191
Poor
No
Monthly
House
1,603
7,894
44
Female
5,892
Single
null
PhD
null
17.187869
Urban
Comprehensive
0
5
685
2
2019-10-24 15:21:39.134960
Good
Yes
Daily
House
1,293
7,895
26
Male
2,762
Married
1
Bachelor's
null
null
Suburban
Premium
1
2
676
3
2021-05-25 15:21:39.237118
Average
Yes
Rarely
Condo
2,791
7,896
47
Male
null
Divorced
4
High School
Unemployed
4.936574
Rural
Premium
1
18
438
9
2024-06-23 15:21:39.213373
null
Yes
Monthly
House
1,629
7,897
38
Male
null
Married
2
High School
Self-Employed
32.947489
Rural
Basic
2
4
582
6
2020-04-20 15:21:39.089116
Good
Yes
Rarely
House
117
7,898
23
Male
49,129
Single
4
PhD
Unemployed
18.179824
Urban
Premium
3
12
791
8
2020-08-14 15:21:39.285112
Average
Yes
Daily
Apartment
3,111
7,899
64
Female
105,304
Divorced
4
PhD
Self-Employed
9.973203
Rural
Basic
0
0
428
6
2020-01-13 15:21:39.134960
Average
No
Rarely
Condo
847