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
14,900
63
Male
72,997
Divorced
1
Bachelor's
null
20.641436
Rural
Basic
null
10
593
2
2019-11-27 15:21:39.271453
Average
No
Monthly
Condo
3,098
14,901
60
Male
13,396
Married
2
Master's
Employed
28.938314
Rural
Comprehensive
0
14
757
6
2023-05-21 15:21:39.267454
Good
No
Weekly
Apartment
2,274
14,902
24
Male
6,363
Divorced
0
Master's
null
27.811394
Urban
Basic
1
0
339
3
2020-11-28 15:21:39.270454
Poor
Yes
Rarely
Condo
1,030
14,903
57
Female
4,962
Divorced
1
High School
Self-Employed
39.276618
Rural
Basic
1
3
null
3
2020-05-17 15:21:39.144722
Average
Yes
Weekly
Condo
3,259
14,904
28
Male
3,167
Married
4
PhD
Employed
15.957808
Rural
Premium
2
18
621
5
2021-11-20 15:21:39.168099
Poor
Yes
Monthly
Apartment
933
14,905
35
Female
40,552
Married
0
Master's
null
42.76094
Urban
Comprehensive
null
8
531
7
2020-01-26 15:21:39.155231
Average
No
Monthly
House
2,654
14,906
19
Male
74,896
Divorced
null
PhD
Self-Employed
40.914608
Urban
Basic
2
5
324
9
2019-09-27 15:21:39.230483
Average
Yes
Daily
House
1,119
14,907
49
Female
50,415
Married
1
High School
Unemployed
48.977145
Rural
Premium
0
9
332
2
2022-12-29 15:21:39.224915
Average
No
Daily
Apartment
511
14,908
21
Male
null
Married
0
Bachelor's
Self-Employed
46.138847
Urban
Comprehensive
0
1
370
6
2021-07-04 15:21:39.155231
Good
Yes
Rarely
House
1,066
14,909
29
Female
23,891
Single
2
Bachelor's
null
27.038361
Suburban
Basic
null
7
null
4
2022-10-14 15:21:39.122134
Poor
Yes
Monthly
Apartment
772
14,910
38
Male
31,160
Single
0
PhD
Unemployed
17.670856
Rural
Basic
null
2
477
2
2024-05-10 15:21:39.105504
Poor
No
Rarely
House
3,114
14,911
54
Male
20,695
Divorced
2
Bachelor's
Employed
13.454489
Rural
Comprehensive
1
14
400
7
2019-10-18 15:21:39.267454
Good
Yes
Daily
Condo
1,125
14,912
20
Female
49,087
Divorced
1
PhD
Employed
49.974081
Suburban
Comprehensive
0
14
588
6
2021-10-01 15:21:39.119168
Good
No
Weekly
House
284
14,913
55
Female
18,076
Married
2
PhD
Employed
19.744171
Rural
Comprehensive
2
0
744
7
2019-12-20 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,943
14,914
59
Male
103,668
Single
2
Bachelor's
Self-Employed
null
Urban
Comprehensive
2
0
727
3
2024-04-19 15:21:39.186212
Poor
No
Weekly
Condo
1,009
14,915
21
Male
14,061
Divorced
1
High School
null
35.766657
Urban
Comprehensive
null
15
661
1
2020-04-29 15:21:39.134960
Average
Yes
Weekly
Condo
831
14,916
48
Male
17,272
Single
3
Master's
null
5.004546
Suburban
Comprehensive
2
18
585
8
2024-08-09 15:21:39.125660
Poor
Yes
Weekly
House
454
14,917
38
Male
27,894
Single
0
PhD
Self-Employed
7.39588
Rural
Basic
0
12
489
3
2020-02-16 15:21:39.230483
Good
Yes
Daily
House
1,266
14,918
48
Female
5,865
Divorced
0
Master's
Employed
39.690975
Suburban
Basic
null
16
472
6
2021-12-14 15:21:39.124659
Average
Yes
Monthly
House
839
14,919
64
Female
73,914
Single
2
PhD
Unemployed
22.049489
Suburban
Comprehensive
1
14
419
8
2023-12-21 15:21:39.172097
Poor
No
Monthly
Condo
732
14,920
31
Female
null
Married
3
PhD
Employed
25.94572
Suburban
Basic
0
9
305
2
2024-06-07 15:21:39.289099
Good
No
Weekly
Condo
711
14,921
45
Female
57,554
Married
2
Master's
null
51.095984
Rural
Comprehensive
1
14
440
7
2023-08-17 15:21:39.192212
Poor
No
Weekly
Apartment
2,182
14,922
46
Female
9,092
Single
0
Master's
Employed
36.61918
Suburban
Premium
1
6
704
2
2021-09-20 15:21:39.134960
Good
Yes
Monthly
Condo
1,204
14,923
55
Male
16,042
Married
1
PhD
Self-Employed
35.619382
Urban
Basic
0
14
517
2
2023-10-19 15:21:39.225916
Average
No
Monthly
Apartment
523
14,924
62
Female
4,437
Divorced
0
Master's
Self-Employed
27.677635
Urban
Premium
0
19
588
5
2019-10-27 15:21:39.233998
Poor
No
Monthly
Condo
1,611
14,925
42
Male
1,177
Divorced
0
High School
Unemployed
52.827501
Rural
Comprehensive
0
2
482
8
2023-12-02 15:21:39.087123
Good
Yes
Rarely
Apartment
434
14,926
44
Female
71,215
Married
2
High School
Employed
51.950167
Urban
Comprehensive
0
1
456
4
2020-01-23 15:21:39.237118
Good
No
Weekly
Condo
1,313
14,927
56
Female
9,129
Divorced
2
Master's
Employed
35.564762
Rural
Premium
null
0
null
9
2022-11-10 15:21:39.251142
Good
Yes
Weekly
Apartment
1,126
14,928
20
Female
106,926
Married
4
PhD
null
17.626629
Suburban
Comprehensive
0
13
null
2
2020-03-21 15:21:39.245086
Good
Yes
Daily
Condo
394
14,929
null
Female
2,579
Single
3
PhD
null
38.40302
Suburban
Premium
2
17
532
1
2024-02-27 15:21:39.237118
Average
Yes
Rarely
House
486
14,930
46
Male
5,740
Divorced
0
Bachelor's
Employed
25.278934
Suburban
Basic
0
8
622
4
2020-08-03 15:21:39.134960
Average
No
Rarely
Condo
1,318
14,931
58
Female
2,688
Single
4
PhD
Unemployed
11.695027
Suburban
Premium
2
0
478
9
2020-01-03 15:21:39.274993
Poor
No
Daily
Apartment
1,231
14,932
20
Male
1,035
Single
3
Master's
Self-Employed
32.533898
Rural
Comprehensive
null
12
588
8
2020-05-11 15:21:39.194829
Good
No
Daily
House
30
14,933
59
Female
9,501
Married
3
PhD
null
39.272717
Urban
Comprehensive
1
10
701
3
2023-03-05 15:21:39.105504
Poor
No
Daily
House
1,515
14,934
30
Male
142,629
Divorced
0
PhD
Employed
16.898093
Urban
Premium
1
12
563
1
2020-11-11 15:21:39.191219
Poor
Yes
Monthly
Condo
116
14,935
34
Male
27,674
Single
1
PhD
null
29.5959
Urban
Basic
2
16
784
1
2022-09-14 15:21:39.167099
Poor
No
Monthly
Apartment
513
14,936
53
Female
439
Single
2
Bachelor's
null
null
Urban
Premium
0
8
657
1
2023-07-11 15:21:39.131192
Average
No
Monthly
Condo
588
14,937
19
Male
9,085
Married
2
Master's
null
31.823603
Suburban
Premium
0
3
595
5
2023-01-05 15:21:39.155231
Average
No
Monthly
Condo
827
14,938
35
Male
15,654
Married
1
High School
Self-Employed
null
Urban
Basic
null
9
null
1
2020-07-26 15:21:39.235012
Good
No
Daily
House
2,108
14,939
56
Female
40,688
Single
4
High School
Unemployed
43.379464
Suburban
Premium
null
16
null
8
2020-02-08 15:21:39.086123
Poor
No
Rarely
Apartment
2,658
14,940
28
Male
105,884
Married
2
High School
null
16.099896
Rural
Comprehensive
2
8
836
4
2020-01-27 15:21:39.106582
Good
Yes
Weekly
Apartment
2,795
14,941
50
Male
3,868
Divorced
2
Bachelor's
Employed
null
Urban
Premium
null
5
564
8
2021-12-27 15:21:39.226954
Average
No
Monthly
Condo
582
14,942
31
Male
47,543
Married
2
PhD
Unemployed
41.657757
Suburban
Premium
3
14
555
4
2022-02-22 15:21:39.201446
null
Yes
Daily
Apartment
323
14,943
25
Male
17,458
Married
0
Master's
null
12.005882
Urban
Comprehensive
null
5
584
8
2024-05-16 15:21:39.134960
null
No
Rarely
Apartment
663
14,944
44
Female
39,681
Divorced
0
PhD
null
null
Rural
Premium
1
19
538
7
2020-11-01 15:21:39.090124
Poor
No
Daily
House
1,341
14,945
35
Female
35,359
Married
2
Bachelor's
Self-Employed
10.598918
Rural
Premium
null
11
330
3
2022-03-09 15:21:39.144722
Poor
Yes
Weekly
House
1,107
14,946
49
Female
46,364
Married
null
Master's
null
29.738974
Urban
Comprehensive
1
19
838
7
2021-04-21 15:21:39.287115
Average
Yes
Monthly
Apartment
502
14,947
null
Female
2,889
Divorced
1
PhD
null
39.702796
Urban
Comprehensive
null
2
834
1
2022-10-30 15:21:39.192212
Good
Yes
Weekly
House
24
14,948
47
Male
17,881
Married
0
PhD
Employed
27.94602
Rural
Basic
1
13
511
1
2020-04-24 15:21:39.134960
Good
No
Daily
Condo
926
14,949
31
Male
46,765
Divorced
4
High School
null
24.206738
Suburban
Comprehensive
0
3
554
3
2021-10-02 15:21:39.259788
null
No
Monthly
Apartment
3,247
14,950
61
Female
null
Divorced
null
PhD
Unemployed
31.819559
Urban
Premium
0
7
474
8
2019-11-05 15:21:39.155231
Good
No
Monthly
Apartment
24
14,951
53
Female
82,572
Married
1
PhD
Unemployed
47.744236
Urban
Premium
1
3
368
5
2022-09-27 15:21:39.223901
Average
No
Monthly
Condo
39
14,952
24
Female
81,242
Divorced
0
PhD
Unemployed
8.784311
Rural
Basic
4
9
549
8
2024-08-13 15:21:39.093681
Poor
Yes
Monthly
Apartment
423
14,953
29
Female
6,847
Divorced
4
Master's
Unemployed
21.283857
Urban
Premium
1
12
674
4
2021-05-11 15:21:39.256696
Poor
Yes
Monthly
Apartment
735
14,954
32
Female
27,067
Divorced
2
Master's
null
11.943243
Rural
Comprehensive
2
18
717
4
2020-09-30 15:21:39.237118
Poor
Yes
Monthly
Apartment
534
14,955
32
Male
16,863
Divorced
null
Bachelor's
Self-Employed
18.277064
Suburban
Comprehensive
null
3
472
5
2022-01-15 15:21:39.251142
null
No
Monthly
House
4,398
14,956
40
Male
14,574
Single
2
Master's
Self-Employed
14.569609
Urban
Premium
0
10
411
6
2022-11-16 15:21:39.209847
Poor
Yes
Monthly
Condo
1,415
14,957
45
Female
91,759
Divorced
0
Master's
null
25.719286
Urban
Comprehensive
1
1
438
2
2023-10-02 15:21:39.222387
Good
No
Weekly
Condo
1,216
14,958
43
Male
13,014
Single
0
PhD
null
41.837487
Suburban
Basic
2
14
790
5
2022-03-14 15:21:39.085129
Poor
Yes
Rarely
Apartment
915
14,959
61
Female
51,110
Single
3
Master's
Self-Employed
19.972379
Urban
Basic
null
1
484
6
2022-06-16 15:21:39.155231
Good
No
Rarely
House
92
14,960
64
Male
28,682
Single
1
PhD
Self-Employed
9.441244
Suburban
Comprehensive
1
15
null
1
2020-03-23 15:21:39.224915
Poor
Yes
Rarely
Condo
931
14,961
64
Male
15,891
Divorced
3
PhD
Self-Employed
44.316067
Urban
Comprehensive
3
8
778
8
2020-10-12 15:21:39.114118
Poor
No
Monthly
Apartment
755
14,962
53
Female
26,553
Single
3
Bachelor's
Unemployed
41.818593
Rural
Premium
1
1
533
9
2023-10-04 15:21:39.237118
Good
Yes
Monthly
Apartment
684
14,963
29
Male
11,542
Single
4
Bachelor's
Employed
39.546311
Suburban
Comprehensive
1
11
610
8
2021-02-25 15:21:39.132191
Average
Yes
Daily
Condo
742
14,964
32
Male
15,037
Married
4
Bachelor's
Self-Employed
8.639606
Suburban
Basic
0
11
814
8
2024-07-27 15:21:39.132191
Poor
Yes
Weekly
Condo
1,660
14,965
20
Female
39,733
Divorced
4
Bachelor's
Unemployed
17.974147
Rural
Basic
null
18
638
9
2020-07-24 15:21:39.226954
Good
Yes
Monthly
House
463
14,966
61
Female
2,301
Divorced
null
PhD
Employed
22.73432
Suburban
Basic
null
0
438
8
2022-03-29 15:21:39.172097
Good
Yes
Rarely
Apartment
1,318
14,967
50
Male
5,055
Divorced
3
Master's
Employed
23.876358
Rural
Basic
null
7
692
5
2022-07-19 15:21:39.224915
Average
No
Daily
Condo
1,381
14,968
44
Male
19,100
Married
3
PhD
Self-Employed
25.791924
Urban
Basic
0
8
627
2
2021-11-21 15:21:39.259788
Average
No
Rarely
Apartment
79
14,969
18
Male
35,990
Divorced
2
PhD
null
33.482948
Suburban
Premium
1
6
540
5
2020-11-28 15:21:39.230483
Average
No
Rarely
House
1,365
14,970
53
Male
21,919
Married
0
High School
Self-Employed
28.446094
Rural
Basic
0
12
393
5
2020-05-31 15:21:39.237118
Good
No
Monthly
Apartment
1,486
14,971
39
Female
6,934
Divorced
0
PhD
null
25.982341
Urban
Premium
2
5
572
6
2019-11-01 15:21:39.237118
Good
No
Monthly
House
3,378
14,972
37
Male
68,468
Single
null
High School
null
45.67144
Rural
Premium
1
13
398
9
2023-01-02 15:21:39.134960
Average
Yes
Rarely
Condo
2,156
14,973
64
Female
null
Married
0
Bachelor's
Employed
38.726124
Urban
Premium
null
3
316
3
2021-03-09 15:21:39.233485
Average
No
Daily
House
634
14,974
64
Female
15,653
Married
null
Bachelor's
null
42.697525
Urban
Premium
1
12
454
4
2021-11-07 15:21:39.091080
Good
No
Monthly
Apartment
936
14,975
19
Female
27,194
Single
4
Bachelor's
Unemployed
17.051709
Suburban
Comprehensive
0
4
788
4
2022-06-16 15:21:39.146733
Good
No
Daily
Condo
748
14,976
48
Male
3,076
Single
3
PhD
null
null
Rural
Basic
0
2
null
2
2021-02-02 15:21:39.155231
Good
Yes
Monthly
House
961
14,977
37
Female
80,635
Single
2
Bachelor's
Employed
31.188846
Suburban
Comprehensive
0
8
432
3
2020-10-31 15:21:39.102694
Average
Yes
Rarely
House
1,009
14,978
52
Male
39,644
Single
4
Master's
Employed
17.172624
Rural
Basic
3
15
null
6
2023-05-05 15:21:39.119168
Average
Yes
Daily
Condo
38
14,979
30
Male
2,788
Divorced
2
High School
Unemployed
40.019927
Rural
Basic
2
16
551
1
2020-09-25 15:21:39.096739
Poor
Yes
Weekly
Apartment
1,778
14,980
40
Female
69,770
Single
null
PhD
Self-Employed
43.974254
Urban
Basic
1
17
488
5
2020-08-12 15:21:39.222387
Good
No
Monthly
Apartment
20
14,981
29
Female
59,837
Married
4
High School
null
37.08663
Suburban
Basic
null
12
696
2
2019-09-21 15:21:39.091080
Good
Yes
Monthly
Condo
431
14,982
20
Female
712
Divorced
1
High School
Employed
26.160781
Suburban
Comprehensive
3
17
null
8
2023-04-29 15:21:39.202448
Average
Yes
Rarely
Apartment
1,131
14,983
61
Female
84,962
Married
3
Bachelor's
Self-Employed
50.795831
Rural
Basic
null
18
null
7
2022-12-22 15:21:39.237118
Poor
No
Rarely
Apartment
412
14,984
49
Female
30,507
Divorced
4
Bachelor's
Employed
8.297215
Urban
Premium
0
6
738
5
2023-02-14 15:21:39.289099
Poor
No
Rarely
Apartment
2,128
14,985
18
Male
43,882
Single
1
PhD
Unemployed
8.819398
Urban
Basic
null
4
558
6
2022-11-18 15:21:39.264504
Poor
No
Monthly
Apartment
1,495
14,986
60
Female
5,939
Divorced
1
Bachelor's
null
13.836586
Suburban
Basic
null
16
846
4
2020-06-07 15:21:39.207847
Poor
Yes
Rarely
House
1,727
14,987
21
Male
5,530
Single
1
Master's
Unemployed
39.838907
Rural
Basic
2
11
781
1
2023-03-01 15:21:39.104139
Poor
Yes
Monthly
House
3,428
14,988
23
Male
23,981
Single
3
High School
Employed
16.099045
Suburban
Basic
1
5
null
7
2023-11-02 15:21:39.192212
Poor
Yes
Rarely
Apartment
1,453
14,989
24
Female
34,991
Single
1
PhD
Self-Employed
10.976243
Suburban
Basic
1
5
822
4
2023-02-06 15:21:39.155231
null
No
Daily
Condo
447
14,990
55
Female
29,152
Divorced
4
Bachelor's
Self-Employed
20.539825
Rural
Comprehensive
null
7
528
8
2021-01-03 15:21:39.169102
Average
Yes
Monthly
Condo
532
14,991
62
Male
23,981
Single
3
Bachelor's
null
5.548905
Rural
Comprehensive
1
11
511
7
2024-01-14 15:21:39.221386
Poor
Yes
Daily
Apartment
1,035
14,992
58
Male
2,398
Single
3
Bachelor's
Self-Employed
6.547694
Suburban
Basic
1
9
366
5
2024-08-11 15:21:39.155231
Average
No
Weekly
Apartment
446
14,993
34
Male
34,669
Married
null
Master's
Employed
18.958399
Rural
Premium
null
13
334
3
2024-01-30 15:21:39.184157
Poor
No
Monthly
Condo
486
14,994
24
Male
117,544
Divorced
3
Bachelor's
Employed
18.848821
Urban
Comprehensive
1
7
821
5
2023-01-19 15:21:39.107553
Good
Yes
Rarely
Condo
160
14,995
27
Female
45,928
Divorced
3
Master's
null
34.984353
Urban
Basic
0
16
null
1
2022-01-15 15:21:39.172097
Average
No
Daily
Apartment
583
14,996
57
Male
5,876
Married
1
PhD
Unemployed
21.723592
Urban
Premium
0
15
null
1
2022-09-24 15:21:39.176717
Average
No
Daily
Apartment
607
14,997
39
Female
141,729
Single
4
Bachelor's
Self-Employed
30.7977
Rural
Premium
null
11
456
2
2024-01-08 15:21:39.253660
Good
Yes
Monthly
Condo
2,976
14,998
26
Female
15,783
Divorced
3
PhD
Self-Employed
24.742171
Urban
Basic
1
5
681
7
2023-02-27 15:21:39.182597
Poor
No
Monthly
Condo
1,134
14,999
50
Female
26,833
Divorced
1
PhD
null
40.811193
Rural
Basic
0
2
703
3
2023-10-31 15:21:39.251142
Good
No
Daily
Condo
326