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
39,900
32
Male
135,818
Single
4
Master's
Unemployed
37.257438
Suburban
Premium
1
0
null
2
2020-01-03 15:21:39.132191
Poor
No
Rarely
Condo
288
39,901
54
Male
44,193
Married
3
PhD
Employed
26.624452
Urban
Premium
null
11
null
4
2023-10-03 15:21:39.210805
Poor
No
Daily
Condo
908
39,902
24
Male
70,902
Divorced
4
Master's
Unemployed
20.823944
Suburban
Comprehensive
0
18
416
3
2022-07-09 15:21:39.254678
Poor
No
Daily
Apartment
743
39,903
31
Female
1,425
Married
2
PhD
null
25.534872
Suburban
Premium
1
14
null
3
2021-09-05 15:21:39.270454
Good
Yes
Monthly
House
1,841
39,904
27
Male
2,778
Married
4
Bachelor's
Unemployed
23.869587
Suburban
Basic
2
16
434
8
2021-11-29 15:21:39.121169
Good
No
Rarely
Apartment
784
39,905
54
Female
17,056
Married
2
Bachelor's
Self-Employed
44.687075
Urban
Premium
null
7
null
3
2022-12-22 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,325
39,906
33
Female
2,499
Married
2
Master's
null
7.111664
Rural
Comprehensive
2
11
488
5
2023-12-31 15:21:39.236064
Average
No
Monthly
Apartment
613
39,907
31
Female
16,058
Single
4
Bachelor's
Employed
16.567896
Suburban
Basic
0
7
576
9
2020-12-22 15:21:39.176717
Poor
Yes
Rarely
Apartment
1,237
39,908
29
Male
11,563
Divorced
2
Master's
Employed
35.977318
Urban
Comprehensive
1
19
766
7
2021-05-04 15:21:39.134960
Good
No
Weekly
House
788
39,909
22
Male
10,197
Married
2
Bachelor's
Self-Employed
19.756869
Suburban
Basic
0
17
822
9
2021-06-15 15:21:39.172097
Good
No
Weekly
House
731
39,910
19
Male
12,096
Divorced
3
Master's
null
25.922113
Rural
Premium
null
19
null
6
2021-02-18 15:21:39.271453
Good
Yes
Monthly
Condo
1,086
39,911
20
Female
5,908
Single
3
Master's
null
24.829609
Rural
Basic
0
2
575
1
2021-07-23 15:21:39.279729
Good
No
Monthly
House
1,461
39,912
19
Female
16,167
Divorced
4
High School
Employed
7.788266
Urban
Comprehensive
0
12
null
5
2020-10-25 15:21:39.278402
Good
No
Rarely
House
526
39,913
28
Female
34
Divorced
null
PhD
Self-Employed
43.619801
Rural
Comprehensive
1
0
535
2
2020-05-17 15:21:39.172097
Average
Yes
Weekly
Condo
889
39,914
30
Male
14,107
Single
2
Master's
Self-Employed
27.773171
Rural
Basic
null
17
403
8
2019-09-27 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,660
39,915
38
Male
5,046
Divorced
null
PhD
null
null
Rural
Premium
null
14
653
3
2023-03-19 15:21:39.148733
Good
Yes
Daily
House
838
39,916
35
Female
14,092
Single
1
Master's
null
23.037855
Urban
Comprehensive
2
9
704
3
2020-07-01 15:21:39.237118
Average
Yes
Weekly
Apartment
485
39,917
55
Male
null
Single
2
PhD
null
18.085008
Suburban
Basic
2
17
522
1
2022-05-19 15:21:39.251142
Poor
No
Rarely
Apartment
391
39,918
34
Male
61,493
Married
0
Bachelor's
Employed
10.733819
Rural
Premium
2
6
342
4
2021-02-28 15:21:39.134960
Average
No
Monthly
House
1,090
39,919
35
Female
103,697
Divorced
4
Master's
null
null
Urban
Comprehensive
0
14
830
8
2022-03-26 15:21:39.185215
Good
No
Daily
Condo
3,244
39,920
35
Female
38,983
Single
3
Master's
Self-Employed
24.28131
Suburban
Comprehensive
0
9
589
6
2020-09-28 15:21:39.146733
Average
Yes
Monthly
House
589
39,921
48
Male
29,555
Married
0
Bachelor's
Self-Employed
18.05332
Urban
Premium
null
7
478
1
2019-09-15 15:21:39.211806
Good
Yes
Monthly
Apartment
180
39,922
18
Male
20,720
Divorced
3
PhD
Employed
26.982649
Rural
Premium
0
4
706
2
2022-06-24 15:21:39.167099
Average
Yes
Monthly
Condo
1,734
39,923
39
Female
86,162
Single
4
High School
null
46.518745
Rural
Premium
0
3
419
9
2020-08-02 15:21:39.253660
Good
No
Rarely
Condo
2,271
39,924
58
Male
5,605
Married
1
PhD
Employed
30.867227
Rural
Basic
0
2
560
5
2020-12-12 15:21:39.245086
Poor
No
Daily
Condo
562
39,925
39
Female
17,087
Divorced
4
PhD
Employed
30.139638
Suburban
Basic
1
10
null
5
2020-05-20 15:21:39.092127
Average
Yes
Monthly
Condo
1,121
39,926
51
Female
20,303
Married
3
High School
Unemployed
9.451369
Suburban
Comprehensive
2
12
657
8
2020-09-09 15:21:39.201446
Average
No
Daily
Condo
1,317
39,927
58
Female
6,365
Divorced
null
High School
Self-Employed
27.03853
Rural
Premium
1
15
779
5
2023-02-24 15:21:39.248098
Average
Yes
Monthly
Apartment
724
39,928
60
Male
100,945
Married
null
Bachelor's
Unemployed
34.07183
Suburban
Premium
1
0
356
5
2022-11-06 15:21:39.223901
Average
No
Daily
House
1,436
39,929
28
Male
5,927
Divorced
0
Bachelor's
Unemployed
38.795706
Rural
Comprehensive
0
10
391
6
2023-09-24 15:21:39.211806
Poor
No
Daily
Apartment
642
39,930
43
Male
null
Divorced
2
PhD
Employed
null
Rural
Premium
0
18
434
9
2021-11-13 15:21:39.191219
Poor
Yes
Daily
Condo
955
39,931
18
Male
44,973
Single
4
Bachelor's
null
24.261324
Suburban
Premium
null
16
516
6
2023-07-24 15:21:39.134960
Average
Yes
Rarely
House
522
39,932
50
Male
40,317
Married
1
PhD
Employed
43.744019
Suburban
Premium
0
2
559
8
2020-12-11 15:21:39.196387
Poor
No
Daily
Condo
507
39,933
41
Female
18,150
Single
1
Bachelor's
Employed
13.840424
Urban
Premium
null
4
309
1
2021-02-06 15:21:39.133866
Poor
Yes
Daily
House
480
39,934
46
Female
25,791
Married
3
Bachelor's
Unemployed
35.849459
Urban
Basic
0
10
558
2
2020-09-27 15:21:39.172097
Good
No
Daily
Condo
2,133
39,935
57
Male
56,777
Divorced
1
Master's
Self-Employed
24.694093
Urban
Basic
5
9
734
6
2021-08-25 15:21:39.282785
Poor
Yes
Weekly
Apartment
165
39,936
39
Female
57,962
Single
2
High School
null
20.828649
Rural
Comprehensive
1
9
456
5
2021-12-22 15:21:39.151732
Average
No
Weekly
Condo
1,878
39,937
25
Male
5,731
Divorced
3
High School
Employed
19.922002
Urban
Premium
1
17
513
2
2024-07-16 15:21:39.105504
Average
No
Daily
House
566
39,938
34
Female
132,499
Divorced
1
Master's
Unemployed
51.495088
Urban
Basic
null
13
521
8
2019-09-04 15:21:39.155231
Average
Yes
Weekly
Apartment
886
39,939
22
Female
25,863
Single
1
Bachelor's
Employed
37.154025
Suburban
Comprehensive
1
19
547
7
2022-07-04 15:21:39.124659
Average
Yes
Rarely
House
431
39,940
18
Female
66,853
Single
0
Master's
null
16.955607
Urban
Comprehensive
1
16
363
2
2022-05-27 15:21:39.109552
Good
No
Monthly
House
2,927
39,941
null
Female
3,717
Divorced
2
PhD
Self-Employed
34.737934
Urban
Comprehensive
null
5
842
7
2023-05-17 15:21:39.249100
Good
Yes
Rarely
House
34
39,942
19
Male
928
Divorced
1
PhD
Employed
26.382236
Rural
Premium
null
1
479
1
2020-03-16 15:21:39.257696
Average
No
Weekly
Apartment
1,383
39,943
22
Male
30,999
Married
1
PhD
Employed
null
Urban
Basic
null
9
692
8
2020-01-28 15:21:39.221386
Good
Yes
Daily
Apartment
1,309
39,944
38
Male
69,058
Single
3
Bachelor's
Unemployed
8.636374
Suburban
Comprehensive
3
19
799
3
2019-09-13 15:21:39.092127
Good
Yes
Monthly
Apartment
30
39,945
18
Female
16,881
Married
null
PhD
Employed
43.523516
Rural
Premium
null
8
772
5
2022-05-21 15:21:39.228521
Good
Yes
Weekly
House
1,244
39,946
33
Male
1,299
Single
1
Bachelor's
Unemployed
37.868452
Urban
Basic
2
10
656
5
2022-08-23 15:21:39.252145
Average
No
Rarely
House
1,590
39,947
21
Female
3,997
Divorced
4
PhD
Unemployed
26.976149
Rural
Basic
3
8
null
3
2022-01-22 15:21:39.149731
Poor
Yes
Rarely
Condo
974
39,948
22
Male
33,044
Married
null
Bachelor's
Unemployed
12.071987
Rural
Premium
0
9
795
8
2022-06-07 15:21:39.278402
Poor
No
Rarely
Apartment
228
39,949
27
Male
117,909
Divorced
0
Bachelor's
null
26.790926
Rural
Comprehensive
0
3
573
1
2021-10-06 15:21:39.107553
Good
Yes
Weekly
Condo
264
39,950
28
Female
44,956
Single
0
Bachelor's
Unemployed
null
Rural
Basic
null
0
null
3
2021-06-15 15:21:39.167099
Poor
No
Monthly
Condo
563
39,951
41
Female
9,882
Married
null
High School
null
10.122469
Urban
Basic
null
18
null
9
2020-06-14 15:21:39.147735
null
No
Weekly
House
1,603
39,952
22
Female
12,960
Married
0
Master's
Employed
16.838222
Rural
Comprehensive
0
7
623
7
2023-09-04 15:21:39.155231
Good
Yes
Rarely
Condo
377
39,953
42
Female
1,576
Married
null
Bachelor's
Unemployed
15.207801
Urban
Premium
0
2
415
2
2021-09-16 15:21:39.235012
Good
No
Rarely
Condo
2,451
39,954
51
Female
87,576
Divorced
1
PhD
Self-Employed
40.572193
Rural
Comprehensive
null
17
363
4
2020-04-19 15:21:39.155231
null
Yes
Rarely
Condo
966
39,955
64
Female
147,862
Married
4
PhD
Employed
24.351551
Rural
Premium
2
14
452
2
2022-02-17 15:21:39.173834
Good
No
Daily
Apartment
739
39,956
22
Male
30,791
Married
3
Master's
null
24.487037
Suburban
Basic
1
17
523
5
2023-10-21 15:21:39.149731
Average
Yes
Monthly
Apartment
946
39,957
31
Female
3,740
Single
2
High School
Employed
20.62228
Urban
Basic
0
8
null
6
2022-02-07 15:21:39.155231
Average
No
Rarely
House
2,620
39,958
51
Male
38,916
Married
2
Master's
null
42.053057
Suburban
Basic
1
3
817
1
2020-06-21 15:21:39.183598
Good
No
Weekly
House
942
39,959
19
Male
14,092
Married
3
High School
Employed
20.927243
Suburban
Premium
0
14
641
8
2022-01-23 15:21:39.082499
Good
Yes
Rarely
House
827
39,960
49
Female
16,237
Divorced
2
PhD
Unemployed
17.093895
Suburban
Basic
1
11
687
3
2022-10-14 15:21:39.147735
Poor
Yes
Weekly
Condo
2,281
39,961
18
Male
64,887
Divorced
null
Bachelor's
Employed
16.813278
Suburban
Comprehensive
1
3
555
3
2024-04-14 15:21:39.121169
Good
Yes
Daily
Condo
134
39,962
51
Male
18,171
Divorced
0
Master's
Unemployed
null
Suburban
Basic
1
5
478
2
2023-09-11 15:21:39.271453
Average
No
Rarely
House
845
39,963
50
Male
6,571
Divorced
4
PhD
Unemployed
19.417627
Urban
Basic
0
16
552
7
2022-01-24 15:21:39.126661
Average
Yes
Weekly
Condo
2,410
39,964
54
Female
null
Married
1
Bachelor's
null
47.771535
Rural
Comprehensive
0
10
366
3
2023-03-24 15:21:39.221386
Good
Yes
Rarely
Apartment
118
39,965
24
Male
29,894
Divorced
3
PhD
Self-Employed
10.844183
Rural
Comprehensive
0
1
775
2
2020-02-19 15:21:39.226954
Poor
No
Daily
Apartment
661
39,966
33
Female
3,740
Single
null
Master's
null
4.252902
Urban
Premium
2
17
null
4
2021-07-05 15:21:39.230483
null
No
Monthly
House
1,657
39,967
51
Male
5,862
Married
1
PhD
null
19.417947
Suburban
Comprehensive
1
1
731
4
2021-05-11 15:21:39.134960
Average
No
Daily
House
645
39,968
63
Female
45,407
Divorced
2
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
11
776
3
2021-02-03 15:21:39.148733
Good
Yes
Monthly
Condo
2,859
39,969
62
Female
6,974
Single
1
PhD
Employed
null
Suburban
Premium
0
17
762
3
2021-04-15 15:21:39.088124
Average
Yes
Weekly
Apartment
1,049
39,970
55
Male
5,839
Divorced
4
Bachelor's
null
26.771161
Rural
Basic
0
0
769
3
2021-06-05 15:21:39.128286
Poor
Yes
Monthly
Apartment
1,609
39,971
62
Male
29,006
Single
0
Master's
Self-Employed
30.816883
Rural
Basic
0
4
420
8
2022-06-03 15:21:39.247098
Good
No
Rarely
Apartment
2,170
39,972
27
Male
146,874
Married
4
High School
Self-Employed
22.083656
Rural
Premium
2
9
452
8
2024-07-27 15:21:39.272456
Poor
Yes
Monthly
House
1,002
39,973
62
Male
null
Divorced
2
Master's
null
20.527137
Rural
Basic
1
7
328
4
2020-06-03 15:21:39.237118
Good
Yes
Rarely
Apartment
676
39,974
63
Female
7,091
Married
1
PhD
Self-Employed
null
Suburban
Comprehensive
0
0
613
3
2021-08-14 15:21:39.237118
Average
Yes
Daily
Condo
944
39,975
null
Male
16,054
Married
0
Master's
Unemployed
null
Urban
Premium
0
19
727
5
2021-03-13 15:21:39.170099
Average
No
Daily
Condo
933
39,976
54
Female
7,096
Married
2
High School
null
23.064306
Rural
Comprehensive
null
3
null
9
2021-01-11 15:21:39.237118
Good
Yes
Daily
House
729
39,977
30
Male
17,078
Divorced
1
High School
null
17.936593
Urban
Premium
1
9
593
1
2023-12-30 15:21:39.206847
Poor
Yes
Rarely
Condo
1,577
39,978
44
Male
28,783
Married
3
PhD
null
38.803941
Suburban
Premium
null
18
639
6
2022-08-30 15:21:39.229482
Good
No
Rarely
Apartment
958
39,979
46
Female
77,577
Single
2
PhD
null
29.907916
Urban
Premium
1
10
686
4
2023-08-13 15:21:39.237118
Poor
No
Daily
Apartment
382
39,980
60
Male
11,982
Divorced
2
Master's
Self-Employed
33.728916
Urban
Basic
1
4
441
3
2020-01-02 15:21:39.148733
Poor
No
Daily
Apartment
1,180
39,981
28
Female
107,870
Married
2
Bachelor's
null
21.936664
Urban
Basic
null
17
541
5
2020-06-12 15:21:39.081504
Poor
Yes
Weekly
Apartment
4,520
39,982
54
Female
1,264
Married
0
High School
null
43.908564
Urban
Premium
2
2
773
2
2021-03-05 15:21:39.237118
Poor
No
Weekly
Apartment
683
39,983
56
Male
10,091
Divorced
3
High School
Self-Employed
4.753509
Urban
Comprehensive
1
0
447
6
2023-11-21 15:21:39.098696
null
Yes
Weekly
Apartment
478
39,984
26
Female
11,090
Divorced
1
Bachelor's
Self-Employed
13.170675
Suburban
Premium
1
3
506
8
2020-05-27 15:21:39.207847
Poor
Yes
Weekly
Apartment
2,066
39,985
22
Female
45,053
Married
1
PhD
Unemployed
23.673881
Urban
Basic
0
2
472
9
2021-11-02 15:21:39.184157
Poor
No
Monthly
Apartment
809
39,986
57
Female
100,836
Divorced
3
Master's
Self-Employed
11.75845
Rural
Premium
3
12
776
5
2020-01-06 15:21:39.086123
Good
No
Monthly
Apartment
2,454
39,987
26
Female
1,317
Single
0
Bachelor's
null
48.071364
Urban
Basic
null
16
502
9
2020-04-08 15:21:39.113566
Good
No
Monthly
House
2,238
39,988
46
Male
47,912
Married
0
Bachelor's
Unemployed
34.290726
Suburban
Premium
0
6
806
1
2023-11-11 15:21:39.172097
null
No
Monthly
Condo
1,871
39,989
26
Female
26,550
Single
1
PhD
Unemployed
36.782841
Urban
Comprehensive
0
13
478
1
2020-09-05 15:21:39.244069
Poor
Yes
Monthly
Condo
233
39,990
64
Female
35,781
Married
4
PhD
Employed
24.770099
Urban
Premium
1
8
692
9
2021-03-01 15:21:39.237118
Poor
Yes
Rarely
Condo
3,268
39,991
35
Female
29,230
Married
0
PhD
null
20.15332
Urban
Premium
1
8
563
3
2020-07-22 15:21:39.274993
Poor
No
Rarely
Apartment
1,436
39,992
22
Female
5,529
Divorced
3
PhD
Employed
14.451178
Suburban
Basic
0
3
502
9
2023-12-08 15:21:39.155231
Poor
No
Monthly
House
1,732
39,993
31
Male
1,407
Divorced
2
Bachelor's
Employed
35.235003
Urban
Basic
2
4
802
1
2023-06-29 15:21:39.250151
Poor
No
Monthly
House
909
39,994
47
Female
6,096
Married
0
Master's
null
9.873454
Suburban
Basic
1
6
null
6
2022-09-24 15:21:39.134960
Average
Yes
Rarely
Condo
811
39,995
42
Female
9,025
Married
4
Master's
null
11.943228
Rural
Comprehensive
null
17
760
9
2020-08-20 15:21:39.095696
Poor
No
Monthly
Apartment
387
39,996
23
Male
20,255
Single
2
Bachelor's
Unemployed
25.581242
Suburban
Premium
null
13
null
8
2021-08-05 15:21:39.134960
Poor
Yes
Rarely
Apartment
998
39,997
36
Male
23,459
Single
4
Master's
Unemployed
34.935382
Suburban
Basic
0
14
652
1
2021-05-31 15:21:39.095696
Average
Yes
Rarely
Condo
1,559
39,998
55
Male
71,635
Married
3
Bachelor's
Employed
null
Rural
Premium
null
13
791
6
2021-01-18 15:21:39.176717
null
Yes
Rarely
Apartment
1,775
39,999
null
Male
35,452
Single
4
Bachelor's
Employed
18.018548
Suburban
Premium
null
6
543
9
2021-12-22 15:21:39.106582
Poor
Yes
Monthly
Apartment
2,799