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
1,175,900
53
Male
2,824
Divorced
3
Bachelor's
Unemployed
24.6665
Rural
Premium
2
16
408
3
2023-09-15 15:21:39.279729
Poor
No
Monthly
Apartment
1,033
1,175,901
60
Female
18,540
Single
1
PhD
Self-Employed
19.672396
Suburban
Premium
0
3
677
2
2022-05-08 15:21:39.167099
Poor
Yes
Daily
Apartment
2,471
1,175,902
20
Female
14,086
Divorced
4
High School
null
24.848153
Urban
Basic
0
13
571
7
2024-08-12 15:21:39.237118
Average
Yes
Monthly
Apartment
111
1,175,903
30
Female
23,861
Single
1
Bachelor's
Self-Employed
33.168426
Suburban
Premium
null
11
523
5
2024-02-22 15:21:39.155231
Average
Yes
Monthly
Apartment
756
1,175,904
39
Male
20,709
Single
1
Master's
Employed
31.156498
Suburban
Basic
1
18
565
1
2023-06-27 15:21:39.121169
Average
No
Daily
Condo
715
1,175,905
39
Male
null
Divorced
4
PhD
Employed
23.690853
Suburban
Basic
1
12
634
4
2021-11-04 15:21:39.149731
Good
Yes
Weekly
Condo
101
1,175,906
41
Male
30,892
Single
0
PhD
Employed
35.656837
Suburban
Premium
null
3
614
7
2023-06-24 15:21:39.134960
Poor
Yes
Weekly
Apartment
861
1,175,907
45
Female
53,337
Divorced
null
PhD
Self-Employed
36.793498
Rural
Comprehensive
1
6
391
3
2021-04-20 15:21:39.226954
Poor
Yes
Monthly
Apartment
473
1,175,908
52
Male
null
Divorced
4
Bachelor's
null
17.26689
Urban
Comprehensive
1
12
404
2
2020-07-17 15:21:39.215386
Average
No
Rarely
House
1,337
1,175,909
45
Female
2,744
Married
1
Bachelor's
Employed
37.247929
Urban
Basic
2
14
471
3
2020-03-30 15:21:39.121169
Average
No
Weekly
Apartment
585
1,175,910
64
Female
39,726
Divorced
1
Bachelor's
Self-Employed
36.549737
Rural
Comprehensive
null
17
743
2
2020-06-14 15:21:39.090124
Poor
Yes
Rarely
Apartment
2,122
1,175,911
23
Male
5,437
Married
4
Master's
null
14.868182
Urban
Comprehensive
null
0
361
1
2022-03-27 15:21:39.134960
Good
Yes
Monthly
Apartment
2,033
1,175,912
27
Female
74,042
Divorced
2
PhD
Employed
31.0955
Suburban
Comprehensive
1
11
509
3
2022-05-07 15:21:39.251142
null
No
Weekly
Apartment
1,142
1,175,913
59
Female
5,948
Single
3
Bachelor's
null
40.672415
Suburban
Premium
1
5
749
7
2020-05-15 15:21:39.088124
Average
Yes
Daily
Condo
805
1,175,914
21
Female
587
Single
2
High School
Unemployed
32.68347
Rural
Premium
3
13
371
7
2023-03-26 15:21:39.087123
Poor
No
Daily
Condo
2,329
1,175,915
32
Male
143,298
Married
null
High School
null
48.241705
Urban
Comprehensive
4
15
344
6
2020-03-17 15:21:39.087123
Poor
No
Weekly
Apartment
1,089
1,175,916
27
Female
37,881
Divorced
3
Bachelor's
Employed
15.681937
Rural
Basic
0
16
null
3
2024-07-26 15:21:39.155231
Average
No
Weekly
Apartment
649
1,175,917
36
Female
null
Divorced
4
High School
Self-Employed
51.098186
Rural
Premium
1
3
757
6
2022-08-25 15:21:39.134960
Poor
No
Monthly
House
574
1,175,918
37
Female
null
Divorced
4
Master's
null
42.868706
Rural
Premium
1
16
560
7
2022-01-18 15:21:39.184157
Average
No
Monthly
House
109
1,175,919
45
Male
39,146
Divorced
0
Bachelor's
Self-Employed
17.264214
Suburban
Premium
null
9
812
5
2023-12-01 15:21:39.286113
Good
Yes
Daily
Condo
1,653
1,175,920
36
Male
null
Divorced
1
Bachelor's
Self-Employed
49.827474
Rural
Premium
0
14
546
8
2019-11-29 15:21:39.204790
Average
No
Weekly
Apartment
2,174
1,175,921
50
Female
14,087
Divorced
2
Master's
Employed
11.845702
Rural
Premium
null
13
547
8
2023-03-26 15:21:39.265513
Average
No
Rarely
Apartment
1,844
1,175,922
47
Male
16,281
Single
0
Bachelor's
Self-Employed
24.458831
Urban
Basic
1
8
null
7
2021-02-20 15:21:39.187211
Average
No
Weekly
Condo
47
1,175,923
54
Male
43,833
Married
3
High School
null
21.938764
Suburban
Basic
null
19
607
4
2023-02-20 15:21:39.279729
Good
Yes
Rarely
House
556
1,175,924
36
Male
29,061
Married
2
PhD
Employed
17.758639
Urban
Comprehensive
null
18
584
6
2024-06-17 15:21:39.093681
Poor
Yes
Monthly
Apartment
2,859
1,175,925
44
Female
6,539
Married
1
Bachelor's
null
16.977449
Rural
Comprehensive
2
15
322
4
2024-01-21 15:21:39.226954
Good
No
Rarely
Condo
3,615
1,175,926
59
Male
11,836
Divorced
4
PhD
Unemployed
27.17148
Urban
Premium
0
15
708
3
2023-07-22 15:21:39.269494
Average
No
Rarely
Apartment
745
1,175,927
51
Male
114,430
Divorced
null
High School
Self-Employed
null
Urban
Basic
0
6
544
4
2020-08-12 15:21:39.155231
Average
Yes
Weekly
Condo
3,062
1,175,928
63
Male
6,053
Divorced
0
PhD
null
13.936788
Urban
Basic
null
8
695
8
2020-08-23 15:21:39.237118
Average
Yes
Weekly
Condo
661
1,175,929
null
Male
71,836
Married
4
Master's
null
null
Urban
Comprehensive
null
1
466
3
2024-03-23 15:21:39.132191
Average
Yes
Rarely
Condo
542
1,175,930
63
Male
16,094
Single
null
High School
null
26.653885
Suburban
Comprehensive
2
16
786
7
2019-11-06 15:21:39.237118
Average
No
Daily
Apartment
701
1,175,931
null
Female
7,903
Divorced
0
Bachelor's
Unemployed
35.898447
Suburban
Comprehensive
null
4
477
2
2022-04-26 15:21:39.193945
Poor
No
Monthly
House
1,647
1,175,932
24
Female
80,134
Divorced
2
High School
null
27.172789
Suburban
Comprehensive
1
6
431
6
2020-07-02 15:21:39.119168
Poor
Yes
Monthly
Condo
788
1,175,933
41
Male
29,003
Divorced
0
Master's
Employed
35.17986
Urban
Basic
null
14
809
9
2023-09-02 15:21:39.174719
Poor
Yes
Rarely
Condo
807
1,175,934
22
Female
27,260
Single
2
PhD
Unemployed
47.580099
Urban
Basic
2
13
638
6
2022-06-30 15:21:39.134960
Good
No
Monthly
House
147
1,175,935
51
Female
15,983
Single
1
PhD
Employed
20.542187
Suburban
Comprehensive
0
6
653
9
2022-08-25 15:21:39.155231
Good
No
Rarely
Apartment
566
1,175,936
33
Male
null
Single
1
PhD
Self-Employed
16.881073
Rural
Comprehensive
1
1
430
9
2022-11-21 15:21:39.134960
Average
No
Monthly
Condo
1,104
1,175,937
21
Male
43,729
Married
3
Master's
Self-Employed
31.385059
Rural
Comprehensive
null
19
751
4
2023-11-24 15:21:39.155231
Poor
No
Weekly
Apartment
526
1,175,938
55
Male
15,380
Divorced
1
PhD
Unemployed
5.934897
Rural
Premium
1
2
449
1
2022-12-16 15:21:39.085129
Good
Yes
Monthly
House
1,596
1,175,939
46
Male
15,594
Single
1
High School
null
33.816398
Urban
Comprehensive
1
8
519
3
2020-11-20 15:21:39.085129
Good
No
Monthly
Apartment
514
1,175,940
31
Male
44,214
Married
4
PhD
Unemployed
22.872255
Rural
Premium
0
19
656
2
2024-04-28 15:21:39.088124
Good
No
Daily
Apartment
549
1,175,941
20
Female
4,928
Single
0
Bachelor's
Employed
11.35406
Rural
Basic
1
18
507
6
2019-08-29 15:21:39.251142
Good
Yes
Rarely
House
1,117
1,175,942
40
Female
2,557
Divorced
1
PhD
Self-Employed
15.366529
Rural
Basic
1
3
776
3
2020-10-12 15:21:39.230483
null
Yes
Daily
House
23
1,175,943
33
Male
43,425
Married
3
Bachelor's
Self-Employed
null
Suburban
Premium
0
3
765
4
2024-03-17 15:21:39.181605
Average
Yes
Monthly
Condo
955
1,175,944
46
Female
81,262
Married
0
High School
null
null
Suburban
Comprehensive
0
6
466
2
2022-03-12 15:21:39.134960
Good
No
Daily
Apartment
1,067
1,175,945
24
Male
1,520
Divorced
null
High School
Self-Employed
26.597845
Rural
Basic
null
6
742
7
2022-10-19 15:21:39.109552
Average
Yes
Monthly
House
191
1,175,946
26
Female
11,165
Married
2
Bachelor's
Unemployed
11.097786
Rural
Basic
0
19
804
3
2020-06-03 15:21:39.133866
Average
Yes
Monthly
House
43
1,175,947
60
Female
14,894
Married
3
PhD
null
13.75554
Urban
Premium
null
16
531
3
2022-11-11 15:21:39.134960
Good
Yes
Daily
Condo
656
1,175,948
52
Male
58,859
Single
4
High School
null
21.663527
Urban
Comprehensive
0
4
351
9
2024-06-15 15:21:39.218388
Poor
Yes
Rarely
House
733
1,175,949
38
Male
45,215
Married
4
Bachelor's
null
39.633011
Urban
Premium
null
11
586
5
2024-04-09 15:21:39.237118
Average
No
Monthly
House
2,585
1,175,950
49
Female
46,268
Married
0
High School
Unemployed
8.934793
Urban
Basic
0
12
683
8
2024-08-04 15:21:39.182597
Poor
No
Weekly
Apartment
553
1,175,951
40
Male
27,782
Divorced
0
PhD
Self-Employed
10.427068
Suburban
Comprehensive
0
0
null
5
2023-06-06 15:21:39.126661
Average
No
Monthly
Condo
1,465
1,175,952
46
Female
44,199
Married
null
High School
Unemployed
42.938883
Urban
Basic
0
19
null
2
2021-03-26 15:21:39.233998
Poor
Yes
Daily
Condo
1,597
1,175,953
56
Female
8,791
Single
0
PhD
Employed
37.90869
Urban
Premium
0
13
745
1
2022-03-29 15:21:39.134960
Average
Yes
Daily
Apartment
1,432
1,175,954
36
Male
114,632
Divorced
1
Master's
Employed
14.945676
Suburban
Basic
2
0
629
3
2023-03-13 15:21:39.094752
Poor
Yes
Daily
Condo
2,874
1,175,955
null
Female
82,897
Married
1
PhD
Self-Employed
51.764344
Suburban
Premium
null
13
658
5
2021-08-23 15:21:39.134960
Poor
No
Monthly
Apartment
904
1,175,956
39
Female
34,651
Single
0
PhD
null
46.879086
Rural
Comprehensive
1
17
515
2
2023-07-29 15:21:39.211806
Good
No
Monthly
Apartment
552
1,175,957
39
Female
57
Married
2
Bachelor's
Self-Employed
38.494951
Rural
Premium
1
12
506
3
2023-08-25 15:21:39.134960
Poor
Yes
Weekly
Apartment
469
1,175,958
49
Male
61,696
Divorced
0
Master's
Self-Employed
38.937165
Suburban
Comprehensive
0
3
492
4
2022-07-19 15:21:39.143708
Poor
No
Monthly
House
2,457
1,175,959
50
Female
59,800
null
4
Master's
Unemployed
19.354911
Urban
Basic
1
4
491
3
2020-08-23 15:21:39.247098
Good
Yes
Rarely
Apartment
1,326
1,175,960
49
Male
4,741
Married
2
Master's
Employed
23.394586
Suburban
Comprehensive
1
9
531
3
2019-09-19 15:21:39.172097
Good
Yes
Daily
Apartment
668
1,175,961
42
Male
65,799
Married
1
PhD
Unemployed
14.253516
Suburban
Premium
3
8
488
7
2023-07-10 15:21:39.096739
Good
No
Monthly
Apartment
1,554
1,175,962
null
Female
61,162
Married
3
High School
Employed
null
Urban
Premium
1
1
646
1
2020-08-12 15:21:39.131192
Poor
Yes
Rarely
House
2,696
1,175,963
56
Female
25,011
Single
0
Master's
Unemployed
27.248625
Rural
Premium
2
19
467
6
2020-01-19 15:21:39.108562
Good
No
Weekly
Apartment
533
1,175,964
34
Female
4,788
Divorced
4
Bachelor's
Self-Employed
25.89782
Rural
Comprehensive
null
17
566
7
2024-06-02 15:21:39.190215
Poor
Yes
Rarely
House
2,174
1,175,965
34
Male
26,904
Single
0
High School
Self-Employed
33.812987
Suburban
Premium
null
11
459
5
2023-11-04 15:21:39.134960
Poor
Yes
Rarely
House
3,252
1,175,966
42
Female
9,346
Married
2
Bachelor's
Unemployed
43.817056
Rural
Premium
2
3
null
2
2020-08-30 15:21:39.087123
Poor
Yes
Rarely
Condo
178
1,175,967
20
Male
23,348
Divorced
null
High School
Employed
19.893756
Suburban
Comprehensive
1
16
389
1
2020-10-23 15:21:39.267454
Average
No
Weekly
Apartment
578
1,175,968
22
Male
11,498
Single
null
PhD
Unemployed
48.07916
Suburban
Basic
null
16
762
7
2021-11-29 15:21:39.115178
Good
Yes
Monthly
Apartment
498
1,175,969
56
Male
4,580
Married
2
Master's
null
36.929704
Urban
Premium
0
17
488
4
2020-03-09 15:21:39.155231
Poor
Yes
Rarely
Apartment
596
1,175,970
26
Male
2,957
Divorced
2
Bachelor's
Unemployed
36.569641
Urban
Comprehensive
null
16
586
7
2019-10-07 15:21:39.133866
Average
Yes
Daily
Apartment
1,218
1,175,971
40
Female
125,790
Married
1
Bachelor's
Unemployed
46.739291
Urban
Premium
null
17
431
9
2021-12-04 15:21:39.259788
Average
No
Rarely
Apartment
1,407
1,175,972
58
Female
12,086
Married
1
PhD
null
19.232216
Suburban
Comprehensive
3
8
772
7
2023-05-22 15:21:39.237118
Poor
Yes
Weekly
Condo
821
1,175,973
53
Female
45,930
Married
3
Master's
Unemployed
34.834302
Rural
Basic
null
4
734
3
2021-02-26 15:21:39.092127
null
Yes
Rarely
House
1,090
1,175,974
50
Male
17,791
Single
3
Bachelor's
Self-Employed
22.756781
Suburban
Basic
0
8
668
7
2024-02-08 15:21:39.085129
Good
Yes
Daily
Apartment
538
1,175,975
23
Female
20,055
Single
1
High School
Employed
36.270921
Rural
Basic
1
16
null
4
2022-04-05 15:21:39.288099
Good
No
Rarely
Apartment
1,301
1,175,976
64
Male
2,748
Single
3
Master's
Self-Employed
10.703909
Suburban
Premium
1
4
589
5
2019-10-18 15:21:39.090124
Average
Yes
Daily
Apartment
2,221
1,175,977
54
Female
46,439
Married
1
Master's
Employed
37.858822
Urban
Basic
null
13
533
7
2023-07-03 15:21:39.237118
Poor
Yes
Daily
House
254
1,175,978
18
Female
18,647
Single
4
PhD
Self-Employed
21.049822
Suburban
Basic
null
0
null
4
2023-04-23 15:21:39.237118
Poor
No
Weekly
Apartment
291
1,175,979
55
Female
88,927
Married
4
PhD
null
44.127947
Urban
Premium
2
11
641
9
2024-07-04 15:21:39.220389
Average
Yes
Rarely
Apartment
2,195
1,175,980
51
Male
20,800
Single
2
Bachelor's
null
45.318768
Suburban
Comprehensive
null
2
729
9
2022-07-16 15:21:39.098696
Poor
Yes
Rarely
Condo
2,561
1,175,981
null
Male
20,290
Divorced
3
Master's
null
36.167736
Rural
Comprehensive
0
14
587
6
2022-07-28 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,199
1,175,982
18
Male
8,098
Divorced
1
Master's
Employed
39.332668
Suburban
Basic
1
14
762
4
2022-01-02 15:21:39.155231
Good
No
Monthly
Apartment
946
1,175,983
null
Male
26,553
Single
3
Master's
Unemployed
23.671756
Urban
Premium
2
7
null
3
2022-08-25 15:21:39.253660
Average
No
Daily
Apartment
4,164
1,175,984
63
Female
null
Single
3
High School
null
28.166899
Suburban
Basic
0
16
405
6
2019-11-04 15:21:39.187211
Good
No
Monthly
Apartment
807
1,175,985
44
Female
36,806
Married
null
Master's
null
16.675534
Suburban
Comprehensive
null
3
340
5
2022-06-21 15:21:39.274993
Average
No
Weekly
Condo
1,258
1,175,986
50
Female
39,141
Divorced
3
PhD
Self-Employed
13.681943
Urban
Basic
0
2
538
9
2020-01-09 15:21:39.231531
Average
No
Daily
Condo
452
1,175,987
47
Female
27,429
Divorced
null
High School
Self-Employed
12.596461
Suburban
Basic
0
13
468
1
2023-02-05 15:21:39.155231
Good
Yes
Rarely
Apartment
97
1,175,988
39
Female
17,321
Divorced
4
Master's
Unemployed
5.533415
Rural
Basic
0
18
632
3
2024-08-07 15:21:39.251142
Average
No
Daily
Condo
507
1,175,989
38
Female
null
Single
3
High School
Self-Employed
8.82432
Urban
Comprehensive
0
18
584
8
2020-10-07 15:21:39.237118
Average
No
Daily
Apartment
85
1,175,990
27
Male
null
Single
4
Master's
null
18.907718
Rural
Basic
null
16
723
3
2020-01-09 15:21:39.126661
Good
Yes
Monthly
House
415
1,175,991
42
Male
15,104
Divorced
4
Bachelor's
Employed
13.803927
Suburban
Basic
null
15
488
7
2022-09-26 15:21:39.237118
Average
Yes
Monthly
House
671
1,175,992
43
Female
2,798
Divorced
1
High School
null
45.818498
Rural
Comprehensive
2
17
564
9
2024-01-19 15:21:39.094752
Poor
Yes
Weekly
Condo
1,662
1,175,993
22
Male
2,098
Married
4
PhD
null
38.828193
Rural
Basic
2
7
605
2
2022-06-30 15:21:39.253660
Average
No
Monthly
House
704
1,175,994
54
Male
61,550
Single
0
High School
Self-Employed
15.357209
Rural
Comprehensive
1
13
null
8
2020-07-11 15:21:39.085129
Good
No
Monthly
House
297
1,175,995
48
Male
41,486
Divorced
1
Master's
null
14.587789
Suburban
Basic
0
19
549
5
2019-11-10 15:21:39.213373
Poor
No
Monthly
Apartment
803
1,175,996
19
Male
null
Single
null
Master's
Unemployed
19.988267
Urban
Premium
null
2
598
1
2023-09-05 15:21:39.189223
Good
Yes
Monthly
House
222
1,175,997
31
Female
8,098
Married
1
High School
Unemployed
31.883517
Rural
Premium
null
0
613
6
2021-03-24 15:21:39.289099
Poor
No
Rarely
House
463
1,175,998
64
Female
53,543
Married
3
PhD
null
17.176745
Urban
Comprehensive
2
18
376
8
2024-02-29 15:21:39.165120
Average
Yes
Daily
Apartment
1,089
1,175,999
47
Female
29,087
Single
0
PhD
Employed
20.354984
Suburban
Premium
0
17
null
9
2024-02-18 15:21:39.155231
Poor
No
Rarely
Apartment
563