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
37,900
58
Male
45,600
Divorced
2
High School
Employed
3.234066
Urban
Comprehensive
0
5
682
7
2020-09-07 15:21:39.149731
Good
No
Weekly
House
1,407
37,901
33
Male
4,766
Divorced
0
PhD
Self-Employed
44.172323
Suburban
Comprehensive
2
11
488
5
2023-07-14 15:21:39.134960
Poor
No
Rarely
Apartment
1,145
37,902
null
Male
830
Divorced
0
Bachelor's
null
null
Rural
Comprehensive
5
9
null
4
2020-03-16 15:21:39.237118
null
Yes
Daily
Apartment
1,453
37,903
29
Male
14,091
Single
0
Bachelor's
null
32.262692
Urban
Basic
0
2
590
2
2021-01-10 15:21:39.225916
Poor
No
Weekly
Apartment
3,254
37,904
null
Male
90,907
Single
3
Bachelor's
Self-Employed
null
Urban
Premium
1
18
449
1
2020-01-03 15:21:39.084065
Poor
No
Daily
House
1,258
37,905
34
Female
45,640
Single
0
Master's
Employed
9.934278
Suburban
Basic
0
14
487
7
2023-04-19 15:21:39.245086
Good
No
Weekly
Apartment
2,370
37,906
58
Male
null
Divorced
0
Bachelor's
Self-Employed
33.676633
Suburban
Basic
2
10
420
8
2022-01-19 15:21:39.096739
Good
Yes
Daily
Apartment
437
37,907
59
Male
22,370
Divorced
3
Master's
Self-Employed
18.052975
Urban
Comprehensive
1
7
538
8
2020-07-31 15:21:39.079128
Good
Yes
Daily
House
809
37,908
56
Male
28,785
Married
3
Bachelor's
Self-Employed
10.977498
Suburban
Premium
1
9
636
5
2023-10-21 15:21:39.237118
null
No
Daily
Condo
3,268
37,909
60
Male
98,838
Divorced
3
PhD
Employed
31.11515
Rural
Premium
null
0
785
8
2019-11-24 15:21:39.098696
Average
No
Daily
House
2,182
37,910
24
Female
45,903
Married
2
PhD
Unemployed
32.449948
Urban
Basic
0
14
585
9
2023-11-17 15:21:39.205850
Good
Yes
Daily
House
3,028
37,911
33
Male
4,099
Divorced
0
PhD
Employed
14.957758
Rural
Comprehensive
2
2
627
7
2020-09-02 15:21:39.109552
Good
No
Monthly
House
1,672
37,912
43
Female
17,984
Divorced
2
Master's
Unemployed
null
Urban
Premium
2
11
563
7
2019-12-20 15:21:39.237118
Average
No
Monthly
Apartment
1,725
37,913
30
Male
136,051
Married
2
High School
Unemployed
null
Suburban
Premium
0
3
725
6
2023-11-21 15:21:39.155231
null
Yes
Monthly
Apartment
4,029
37,914
56
Female
105,925
Single
0
High School
null
15.874809
Urban
Comprehensive
0
11
611
4
2024-02-13 15:21:39.261856
Poor
Yes
Rarely
Apartment
119
37,915
25
Male
14,079
Single
2
Master's
null
36.93725
Suburban
Premium
null
15
402
4
2019-11-11 15:21:39.081504
Average
No
Rarely
Apartment
824
37,916
34
Female
52,474
Divorced
1
High School
null
40.859323
Suburban
Premium
1
5
357
2
2022-05-10 15:21:39.264504
Poor
No
Weekly
House
1,059
37,917
36
Female
78,402
Divorced
0
Bachelor's
Employed
24.139002
Urban
Basic
0
15
392
8
2021-06-16 15:21:39.134960
Average
Yes
Rarely
Condo
392
37,918
40
Female
58,945
Divorced
4
Bachelor's
null
null
Suburban
Basic
null
7
427
6
2022-11-08 15:21:39.202448
Poor
Yes
Monthly
Condo
35
37,919
58
Female
44,012
Married
3
PhD
Unemployed
26.904142
Urban
Premium
2
6
696
9
2021-01-11 15:21:39.134960
Good
No
Rarely
House
4,261
37,920
23
Male
null
Married
null
Master's
Employed
48.740817
Suburban
Basic
null
9
334
7
2024-04-06 15:21:39.228521
Good
Yes
Weekly
Condo
1,257
37,921
48
Female
44,280
Single
1
Master's
Unemployed
30.83579
Rural
Basic
2
4
661
3
2020-11-26 15:21:39.092127
Poor
No
Monthly
Condo
1,479
37,922
36
Female
60,760
Single
2
High School
Unemployed
15.048881
Suburban
Comprehensive
1
19
411
8
2022-09-07 15:21:39.155231
Average
No
Weekly
Condo
147
37,923
59
Male
25,963
Married
4
PhD
Employed
42.31204
Suburban
Premium
2
10
null
2
2020-03-10 15:21:39.245086
Average
Yes
Monthly
House
523
37,924
21
Female
16,097
Married
1
PhD
Employed
43.878983
Rural
Basic
0
13
472
7
2022-06-02 15:21:39.187211
Average
No
Daily
Apartment
704
37,925
38
Male
20,571
Single
0
Master's
Employed
12.947655
Rural
Premium
null
18
513
4
2020-10-26 15:21:39.132191
Average
Yes
Daily
Apartment
918
37,926
null
Female
6,817
Married
3
High School
Unemployed
10.788145
Rural
Premium
1
16
568
2
2024-07-24 15:21:39.143708
Poor
Yes
Daily
Condo
1,216
37,927
56
Male
54,002
Divorced
4
PhD
null
24.754435
Rural
Basic
0
1
383
8
2022-03-03 15:21:39.151732
Good
Yes
Weekly
House
3,642
37,928
60
Male
null
Married
0
Bachelor's
Unemployed
21.231811
Rural
Premium
null
19
440
3
2021-03-11 15:21:39.152732
Poor
Yes
Rarely
Apartment
2,317
37,929
59
Male
131,465
Divorced
3
High School
Unemployed
41.162948
Urban
Basic
null
14
486
3
2023-02-01 15:21:39.279729
null
No
Rarely
Condo
1,208
37,930
20
Female
2,108
Single
4
Master's
Self-Employed
null
Rural
Basic
0
17
634
1
2021-08-27 15:21:39.080440
Average
Yes
Weekly
Apartment
844
37,931
20
Male
1,457
Married
3
Master's
Employed
15.854173
Suburban
Premium
null
5
756
1
2023-10-05 15:21:39.184157
Good
No
Weekly
House
130
37,932
49
Female
42,857
Single
4
Master's
Employed
24.890453
Rural
Basic
null
6
588
5
2021-10-25 15:21:39.265513
Good
No
Monthly
Apartment
663
37,933
38
Male
24,249
Married
null
Master's
Employed
27.185822
Urban
Basic
null
17
null
4
2021-07-21 15:21:39.134960
Average
Yes
Weekly
Apartment
792
37,934
32
Female
19,939
Single
2
High School
null
26.017947
Urban
Premium
null
5
310
3
2021-07-21 15:21:39.272456
Poor
No
Weekly
House
995
37,935
34
Male
35,971
Married
3
High School
Self-Employed
22.443856
Urban
Comprehensive
1
14
779
9
2021-01-04 15:21:39.237118
Poor
No
Rarely
Apartment
1,132
37,936
43
Female
8,051
Divorced
3
PhD
Unemployed
31.386918
Urban
Premium
null
14
775
1
2020-08-14 15:21:39.155231
Average
No
Rarely
Apartment
1,107
37,937
30
Female
25,961
Married
2
PhD
Employed
19.637243
Suburban
Basic
null
7
765
5
2024-08-10 15:21:39.132191
Poor
No
Rarely
House
2,108
37,938
30
Male
59,511
Married
1
Bachelor's
Employed
24.75554
Suburban
Premium
1
8
497
7
2023-09-19 15:21:39.263607
Average
No
Weekly
Apartment
20
37,939
44
Female
null
Divorced
2
Master's
null
38.661507
Suburban
Premium
2
0
624
5
2022-08-25 15:21:39.155231
Average
No
Daily
Apartment
54
37,940
31
Male
26,292
Divorced
1
Master's
Employed
33.838214
Rural
Basic
null
0
616
7
2022-02-27 15:21:39.155231
Good
Yes
Daily
Condo
602
37,941
64
Male
4,859
Married
3
High School
null
20.003718
Rural
Comprehensive
1
5
null
2
2020-05-26 15:21:39.152732
Poor
Yes
Weekly
Apartment
2,681
37,942
42
Female
29,096
Single
3
Bachelor's
Self-Employed
40.772383
Suburban
Basic
null
1
746
7
2024-06-29 15:21:39.182597
Average
No
Daily
Apartment
665
37,943
21
Female
914
Divorced
1
PhD
Self-Employed
44.125815
Rural
Premium
null
8
653
7
2023-03-25 15:21:39.210805
Average
Yes
Weekly
House
115
37,944
null
Female
1,219
Married
4
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
3
526
5
2024-04-02 15:21:39.186212
Poor
No
Weekly
Apartment
627
37,945
60
Male
76,498
Married
4
High School
null
9.594438
Suburban
Comprehensive
0
6
382
9
2021-12-28 15:21:39.167099
Average
Yes
Monthly
Apartment
1,534
37,946
58
Female
null
Divorced
0
Bachelor's
Self-Employed
16.020901
Urban
Premium
1
10
691
8
2021-05-19 15:21:39.087123
Good
No
Monthly
House
362
37,947
32
Female
47,941
Single
0
PhD
Unemployed
10.664729
Urban
Comprehensive
2
6
null
1
2022-02-24 15:21:39.155231
Good
No
Rarely
Apartment
101
37,948
34
Female
25
Single
0
Master's
Unemployed
4.957192
Rural
Basic
2
13
828
7
2024-07-12 15:21:39.172097
Average
No
Weekly
Condo
963
37,949
49
Male
36,118
Single
0
Bachelor's
Self-Employed
44.368909
Urban
Basic
0
5
470
9
2022-09-14 15:21:39.167099
Good
Yes
Weekly
Apartment
1,440
37,950
26
Male
140,878
Married
1
PhD
null
6.569433
Rural
Comprehensive
2
18
488
3
2019-11-04 15:21:39.237118
Average
No
Rarely
Apartment
891
37,951
61
Male
23,470
Single
2
Master's
null
29.591516
Suburban
Basic
0
9
542
2
2019-11-02 15:21:39.248098
Poor
Yes
Weekly
Condo
916
37,952
39
Female
13,156
Divorced
3
PhD
Self-Employed
19.094925
Urban
Comprehensive
null
19
null
4
2021-11-20 15:21:39.168099
Average
Yes
Weekly
House
1,369
37,953
52
Female
1,007
Divorced
3
High School
Self-Employed
14.580187
Rural
Premium
1
16
704
9
2024-07-21 15:21:39.122134
Good
Yes
Monthly
Condo
1,881
37,954
25
Female
16,107
Single
2
PhD
Unemployed
10.181564
Suburban
Comprehensive
1
2
644
4
2021-05-25 15:21:39.114118
Good
Yes
Weekly
Apartment
2,850
37,955
35
Male
9,692
Divorced
0
PhD
null
34.937377
Rural
Basic
null
0
596
9
2022-02-18 15:21:39.231531
Poor
Yes
Monthly
House
381
37,956
41
Female
3,258
Married
3
Master's
Self-Employed
25.027528
Urban
Premium
1
17
595
4
2021-07-03 15:21:39.282785
Good
No
Daily
House
2,845
37,957
42
Female
43,840
Married
0
High School
Employed
31.066595
Urban
Basic
2
17
558
1
2022-04-25 15:21:39.134960
Average
No
Daily
House
23
37,958
29
Male
26,768
Married
1
High School
Unemployed
9.82331
Rural
Premium
2
1
554
1
2023-05-21 15:21:39.248098
Average
Yes
Rarely
Apartment
688
37,959
19
Female
6,941
Married
3
Master's
Unemployed
14.593861
Rural
Premium
0
0
681
5
2024-06-10 15:21:39.288099
Poor
No
Weekly
Apartment
565
37,960
45
Female
4,541
Married
null
Bachelor's
null
21.683974
Suburban
Comprehensive
1
3
464
3
2021-06-17 15:21:39.279729
Good
No
Weekly
Condo
1,062
37,961
64
Female
34,942
Single
2
Bachelor's
Self-Employed
27.055839
Rural
Premium
0
2
551
4
2021-01-30 15:21:39.283783
Average
Yes
Rarely
Condo
1,373
37,962
51
Female
3,849
Single
null
Master's
null
35.611578
Urban
Premium
1
10
403
9
2024-07-23 15:21:39.132191
Poor
No
Daily
House
1,684
37,963
25
Female
6,894
Single
3
High School
null
3.935366
Suburban
Comprehensive
null
0
764
6
2022-05-08 15:21:39.270454
Average
No
Rarely
House
657
37,964
62
Male
11,019
Married
2
Master's
Employed
15.879229
Urban
Comprehensive
null
7
543
6
2022-02-09 15:21:39.171102
Average
No
Daily
Condo
2,132
37,965
37
Male
3,045
Divorced
4
PhD
Employed
null
Rural
Premium
1
8
776
1
2022-07-11 15:21:39.147735
Poor
Yes
Weekly
House
1,073
37,966
36
Male
20,761
Married
4
Bachelor's
Employed
22.898714
Rural
Basic
1
13
562
1
2021-02-19 15:21:39.095696
Poor
No
Rarely
House
1,276
37,967
42
Female
13,791
Single
0
Bachelor's
null
25.678963
Rural
Comprehensive
1
4
697
4
2020-09-29 15:21:39.093681
Poor
Yes
Weekly
Condo
564
37,968
57
Male
1,637
Single
2
PhD
Employed
16.154966
Urban
Premium
3
1
307
6
2023-05-20 15:21:39.152732
Average
No
Monthly
Condo
773
37,969
52
Male
37,707
Married
4
Master's
Employed
17.087492
Rural
Basic
1
4
829
8
2024-06-23 15:21:39.226954
null
Yes
Monthly
House
169
37,970
49
Female
null
Married
4
Bachelor's
Self-Employed
24.975742
Rural
Premium
0
9
424
5
2021-03-12 15:21:39.246098
Good
Yes
Rarely
Condo
522
37,971
39
Male
817
Single
4
Bachelor's
Unemployed
21.769095
Suburban
Basic
2
1
null
5
2020-09-29 15:21:39.134960
Good
No
Daily
Condo
684
37,972
43
Female
49,074
Single
3
High School
Self-Employed
20.637387
Suburban
Basic
2
17
742
4
2022-08-05 15:21:39.209847
Good
Yes
Monthly
Condo
28
37,973
40
Male
23,520
Married
4
Bachelor's
null
18.533332
Urban
Premium
null
11
null
4
2024-04-05 15:21:39.186212
Average
No
Rarely
House
1,180
37,974
20
Male
1,187
Single
1
Master's
Unemployed
25.847306
Rural
Basic
null
19
785
6
2020-11-12 15:21:39.267454
Good
No
Weekly
Apartment
2,098
37,975
52
Female
1,526
Divorced
2
High School
Unemployed
19.991354
Rural
Comprehensive
2
8
728
7
2022-03-24 15:21:39.095696
Good
Yes
Weekly
Apartment
861
37,976
30
Female
4,538
Divorced
4
Bachelor's
Self-Employed
36.8485
Suburban
Basic
0
14
null
2
2023-10-22 15:21:39.134960
null
Yes
Weekly
House
3,988
37,977
62
Male
85,069
Single
0
Master's
Unemployed
8.991968
Suburban
Basic
0
0
384
8
2019-09-04 15:21:39.218388
Poor
Yes
Daily
Apartment
927
37,978
59
Male
73,052
Married
2
High School
Employed
51.646079
Urban
Basic
0
9
716
7
2023-10-04 15:21:39.177724
Average
Yes
Monthly
Apartment
1,055
37,979
42
Male
61,777
Single
1
Bachelor's
Self-Employed
43.022961
Suburban
Basic
null
12
581
9
2022-07-06 15:21:39.134960
null
Yes
Weekly
Apartment
267
37,980
37
Male
20,303
Divorced
0
High School
Self-Employed
32.437712
Rural
Basic
null
6
488
4
2021-10-09 15:21:39.237118
Good
No
Weekly
House
483
37,981
39
Male
44,503
Married
3
Bachelor's
null
27.927048
Urban
Basic
1
10
593
8
2022-02-27 15:21:39.192212
Average
Yes
Rarely
House
1,628
37,982
20
Female
43,890
Single
4
Master's
Employed
15.55409
Rural
Premium
null
2
612
7
2023-02-21 15:21:39.276901
Poor
No
Monthly
House
646
37,983
50
Male
45,972
Single
0
High School
Unemployed
26.653871
Urban
Basic
null
18
841
9
2023-09-06 15:21:39.182597
Good
Yes
Daily
Apartment
437
37,984
19
Male
56,726
Single
null
PhD
Unemployed
37.958581
Rural
Premium
2
17
581
3
2023-12-18 15:21:39.132191
null
No
Daily
Apartment
1,074
37,985
42
Male
8,842
Single
4
High School
Unemployed
8.823003
Suburban
Basic
0
8
544
5
2021-12-15 15:21:39.270454
Average
No
Rarely
House
189
37,986
33
Male
45,287
Divorced
2
High School
null
21.859366
Suburban
Comprehensive
null
15
743
9
2023-10-03 15:21:39.282785
Poor
Yes
Daily
House
2,677
37,987
60
Male
20,897
Divorced
3
PhD
Employed
31.444986
Suburban
Premium
3
18
null
9
2023-06-23 15:21:39.175719
null
No
Weekly
Condo
513
37,988
42
Female
33,010
Married
4
PhD
null
24.764769
Rural
Basic
null
11
null
9
2021-05-11 15:21:39.222387
Average
No
Weekly
Condo
766
37,989
23
Female
8,150
Single
3
Bachelor's
Unemployed
5.813129
Suburban
Basic
null
10
598
5
2022-02-03 15:21:39.155231
Good
Yes
Weekly
House
520
37,990
41
Female
6,736
Married
0
Master's
Unemployed
22.534605
Suburban
Premium
2
8
627
9
2021-11-14 15:21:39.208842
Poor
No
Weekly
House
1,791
37,991
38
Female
6,919
Single
1
High School
Self-Employed
10.009911
Rural
Comprehensive
0
8
565
9
2020-09-07 15:21:39.108562
null
Yes
Monthly
Condo
1,116
37,992
35
Female
3,547
Divorced
4
Bachelor's
Employed
32.59008
Suburban
Basic
null
4
481
8
2021-06-03 15:21:39.098696
Good
No
Rarely
Apartment
544
37,993
42
Male
40,505
Single
4
High School
Self-Employed
null
Rural
Comprehensive
null
4
594
9
2021-07-09 15:21:39.134960
Good
No
Rarely
House
917
37,994
24
Male
17,227
Divorced
4
Master's
Self-Employed
43.923597
Suburban
Basic
0
10
538
3
2023-11-22 15:21:39.256696
Poor
Yes
Weekly
House
1,171
37,995
26
Male
43,744
Single
2
Master's
Employed
19.108738
Rural
Basic
1
4
626
6
2024-05-22 15:21:39.254678
Poor
Yes
Rarely
House
777
37,996
18
Female
null
Divorced
2
High School
Employed
20.637844
Suburban
Premium
null
5
null
4
2023-12-14 15:21:39.183598
null
No
Weekly
Condo
258
37,997
62
Male
102,774
Married
3
High School
Self-Employed
13.791807
Urban
Premium
0
16
576
8
2022-07-21 15:21:39.155231
null
Yes
Weekly
House
130
37,998
46
Female
2,389
Single
2
Bachelor's
Employed
17.624993
Urban
Basic
null
0
577
8
2023-01-10 15:21:39.223901
Poor
Yes
Weekly
Condo
2,238
37,999
61
Female
454
Married
2
Master's
Self-Employed
null
Suburban
Premium
1
11
510
1
2021-04-10 15:21:39.155231
Poor
No
Monthly
House
1,122