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
11,900
55
Male
15,893
Single
1
High School
Self-Employed
3.835302
Suburban
Premium
1
12
null
7
2023-10-05 15:21:39.105504
Good
Yes
Weekly
House
674
11,901
43
Male
3,488
Married
1
PhD
Employed
52.726724
Rural
Basic
null
0
726
2
2023-07-25 15:21:39.244069
Poor
Yes
Rarely
Condo
1,420
11,902
22
Male
21,619
Single
4
Bachelor's
Unemployed
7.705713
Suburban
Basic
null
17
838
8
2023-09-10 15:21:39.191219
Average
Yes
Weekly
House
1,675
11,903
38
Female
10,984
Single
2
Bachelor's
Self-Employed
37.928308
Suburban
Premium
null
6
null
4
2022-07-02 15:21:39.155231
Poor
No
Rarely
House
679
11,904
50
Female
18,053
Single
3
High School
Unemployed
18.749043
Urban
Basic
null
3
null
2
2019-12-03 15:21:39.226954
Poor
No
Daily
Condo
627
11,905
58
Female
5,071
Single
0
Master's
Unemployed
null
Urban
Comprehensive
0
9
null
2
2023-04-11 15:21:39.081504
Good
Yes
Daily
Condo
1,641
11,906
29
Male
17,076
Single
3
PhD
Self-Employed
6.849886
Urban
Basic
1
10
812
8
2021-11-06 15:21:39.150730
Good
No
Daily
Apartment
1,143
11,907
45
Female
24,996
Married
0
High School
null
23.183777
Rural
Basic
0
16
311
3
2022-08-14 15:21:39.220389
Poor
Yes
Weekly
House
813
11,908
34
Male
26,939
Married
4
Bachelor's
Self-Employed
25.539703
Rural
Basic
null
17
441
8
2021-10-03 15:21:39.264504
Good
No
Rarely
House
226
11,909
53
Male
6,098
Married
2
Master's
Unemployed
7.823369
Urban
Basic
0
0
465
2
2022-10-15 15:21:39.096739
Average
Yes
Weekly
House
461
11,910
29
Female
7,843
Married
2
Master's
null
30.344416
Suburban
Basic
null
19
543
7
2023-04-14 15:21:39.267454
Average
No
Monthly
House
461
11,911
18
Male
3,254
null
3
Bachelor's
null
null
Urban
Comprehensive
0
15
534
4
2024-02-11 15:21:39.170099
Good
Yes
Rarely
Apartment
2,579
11,912
42
Male
24,862
Married
4
PhD
Unemployed
29.125946
Rural
Basic
3
10
765
1
2023-01-22 15:21:39.204790
Good
No
Rarely
Condo
1,358
11,913
20
Male
49,954
Married
2
PhD
Employed
12.079779
Suburban
Comprehensive
null
17
770
5
2022-04-15 15:21:39.092127
Good
Yes
Monthly
House
231
11,914
52
Female
16,076
Married
null
High School
Employed
19.908648
Suburban
Basic
null
6
607
3
2021-11-18 15:21:39.244069
Poor
No
Monthly
Apartment
1,229
11,915
18
Female
17,881
Single
4
Master's
Self-Employed
19.2726
Urban
Basic
3
8
589
2
2020-10-29 15:21:39.224915
Poor
No
Daily
House
567
11,916
50
Female
26,668
Married
1
Bachelor's
Unemployed
null
Urban
Premium
2
12
null
7
2022-08-31 15:21:39.124659
Good
No
Rarely
Apartment
603
11,917
62
Female
5,037
Divorced
2
High School
null
34.545575
Urban
Comprehensive
1
8
491
5
2024-06-28 15:21:39.187211
Poor
No
Monthly
Apartment
821
11,918
28
Male
48,883
Married
1
PhD
Employed
13.728925
Suburban
Comprehensive
0
11
424
1
2022-06-18 15:21:39.196387
Good
No
Daily
House
398
11,919
55
Female
24,991
Single
2
Bachelor's
Unemployed
28.352378
Rural
Basic
null
10
null
6
2021-11-18 15:21:39.143708
Good
No
Monthly
House
1,326
11,920
45
Female
5,937
Divorced
null
PhD
Self-Employed
12.099763
Rural
Basic
3
4
810
5
2024-02-02 15:21:39.237118
Poor
No
Weekly
Condo
981
11,921
34
Female
10,001
Divorced
0
Master's
Unemployed
18.251686
Rural
Premium
null
7
586
4
2021-12-10 15:21:39.223390
Poor
No
Monthly
Condo
1,179
11,922
57
Female
17,554
Married
1
PhD
Employed
39.242344
Suburban
Basic
0
11
553
8
2022-05-10 15:21:39.220389
Average
Yes
Rarely
House
1,703
11,923
29
Male
10,790
Divorced
2
Bachelor's
null
50.829788
Urban
Basic
0
0
590
1
2022-11-25 15:21:39.283783
Good
No
Monthly
Apartment
498
11,924
29
Female
2,789
Married
4
PhD
null
33.265529
Rural
Premium
2
1
656
4
2021-08-29 15:21:39.144722
Poor
Yes
Daily
House
3,031
11,925
39
Female
27,264
Married
2
Master's
null
25.907326
Rural
Comprehensive
null
1
753
7
2021-09-25 15:21:39.085129
Poor
No
Rarely
Apartment
29
11,926
41
Male
6,770
Married
2
Master's
Unemployed
5.308816
Suburban
Premium
0
16
582
4
2022-06-27 15:21:39.134960
Good
Yes
Weekly
Condo
1,329
11,927
31
Female
36,404
Divorced
0
PhD
Employed
15.96711
Suburban
Premium
0
14
554
7
2024-06-03 15:21:39.123711
Good
No
Daily
House
308
11,928
61
Male
37,669
Divorced
null
High School
Employed
40.167622
Urban
Comprehensive
0
15
825
7
2020-11-27 15:21:39.213373
Poor
No
Daily
Condo
757
11,929
54
Female
24,298
Married
3
Master's
null
16.975042
Rural
Basic
1
16
829
2
2024-06-03 15:21:39.154008
Poor
Yes
Monthly
Condo
151
11,930
28
Male
4,075
Married
3
PhD
null
36.859173
Suburban
Premium
2
16
311
7
2023-03-20 15:21:39.149731
Average
No
Rarely
Condo
1,746
11,931
23
Male
9,807
Single
3
Master's
Unemployed
32.379987
Suburban
Premium
0
3
444
3
2023-04-25 15:21:39.170099
Average
No
Daily
Apartment
1,229
11,932
18
Female
64,875
Single
4
Bachelor's
Self-Employed
null
Urban
Comprehensive
3
3
null
9
2021-01-16 15:21:39.148733
Poor
Yes
Monthly
Condo
463
11,933
49
Male
6,761
Single
4
Bachelor's
Employed
null
Urban
Comprehensive
2
6
null
8
2022-01-13 15:21:39.175719
Good
No
Daily
House
1,421
11,934
62
Female
36,991
Married
3
PhD
null
32.926649
Suburban
Basic
null
10
726
6
2020-07-27 15:21:39.185215
Poor
No
Rarely
House
2,497
11,935
62
Female
95,696
Single
2
PhD
null
45.819356
Rural
Basic
0
18
585
6
2023-10-22 15:21:39.194829
Average
No
Weekly
House
337
11,936
60
Male
115,811
Married
4
Bachelor's
Employed
9.993705
Suburban
Premium
3
19
456
4
2022-10-31 15:21:39.237118
Average
Yes
Weekly
Apartment
584
11,937
45
Female
8,097
Divorced
2
PhD
Employed
30.829905
Suburban
Basic
1
19
613
2
2023-04-08 15:21:39.155231
Poor
No
Weekly
Apartment
683
11,938
35
Female
89,727
Single
0
Bachelor's
null
12.602966
Rural
Premium
1
5
322
2
2022-11-18 15:21:39.233998
Good
Yes
Daily
House
1,486
11,939
48
Male
3,780
Single
null
High School
Unemployed
13.771111
Rural
Comprehensive
0
11
462
3
2022-10-28 15:21:39.155231
Good
No
Monthly
House
1,242
11,940
null
Female
18,341
Divorced
0
Bachelor's
Unemployed
33.86799
Urban
Comprehensive
0
2
518
4
2024-04-26 15:21:39.237118
Poor
No
Weekly
Condo
727
11,941
37
Female
22,286
Married
3
High School
null
20.966324
Rural
Basic
1
3
771
6
2024-05-15 15:21:39.155231
Poor
No
Monthly
House
1,101
11,942
24
Male
115,579
Married
2
PhD
null
29.341409
Rural
Basic
2
17
804
2
2021-02-22 15:21:39.131192
Good
Yes
Daily
House
436
11,943
31
Male
43,839
Divorced
3
Master's
Unemployed
41.838784
Suburban
Basic
null
8
751
2
2021-03-24 15:21:39.134960
Good
Yes
Weekly
Apartment
677
11,944
46
Female
22,796
Divorced
1
High School
null
33.838927
Urban
Basic
1
2
793
9
2022-11-03 15:21:39.186212
Average
No
Weekly
Condo
2,338
11,945
46
Male
64,138
Single
null
Bachelor's
null
51.813745
Urban
Premium
1
12
641
8
2021-08-22 15:21:39.111551
Average
No
Daily
House
165
11,946
28
Male
35,437
Single
0
Master's
Unemployed
16.923724
Urban
Basic
null
6
569
4
2023-01-12 15:21:39.266452
Average
No
Monthly
Condo
952
11,947
43
Female
1,664
Married
3
PhD
null
39.273881
Urban
Comprehensive
null
7
531
9
2021-05-27 15:21:39.194829
Average
Yes
Monthly
House
25
11,948
43
Male
18,014
Married
4
High School
null
51.054062
Rural
Premium
null
18
504
1
2022-10-20 15:21:39.237118
null
No
Weekly
House
1,103
11,949
39
Female
2,492
Single
4
High School
Employed
16.173821
Urban
Premium
null
8
493
5
2020-11-21 15:21:39.170099
Poor
No
Daily
House
1,407
11,950
26
Female
4,984
Divorced
1
High School
null
24.824366
Rural
Premium
1
15
775
6
2022-01-02 15:21:39.134960
Good
No
Rarely
Apartment
29
11,951
55
Female
75,831
Single
2
PhD
Self-Employed
51.797523
Urban
Basic
1
14
794
1
2022-06-30 15:21:39.271453
Average
No
Monthly
Apartment
851
11,952
41
Female
10,127
Single
4
High School
null
50.17205
Rural
Comprehensive
null
11
575
9
2020-09-18 15:21:39.134960
Good
No
Weekly
Condo
894
11,953
31
Female
614
Married
1
High School
Self-Employed
25.795769
Rural
Comprehensive
1
14
843
5
2021-12-02 15:21:39.192212
Average
Yes
Weekly
Apartment
244
11,954
64
Male
24,961
Married
4
High School
Unemployed
8.596055
Rural
Comprehensive
0
15
793
4
2021-01-16 15:21:39.155231
Poor
Yes
Monthly
House
848
11,955
32
Female
null
Divorced
0
Master's
Self-Employed
42.258949
Urban
Basic
null
17
372
3
2019-10-07 15:21:39.155231
Average
No
Monthly
Apartment
1,224
11,956
24
Female
41,580
Single
2
PhD
Employed
17.854269
Suburban
Comprehensive
0
19
637
5
2023-03-18 15:21:39.134960
Poor
No
Rarely
Apartment
1,012
11,957
31
Male
8,078
Married
2
PhD
Self-Employed
49.739595
Suburban
Premium
0
1
731
6
2023-08-29 15:21:39.126661
null
No
Rarely
House
857
11,958
36
Female
2,137
Married
2
Master's
null
6.088039
Rural
Premium
1
8
361
2
2024-07-25 15:21:39.086123
Good
No
Weekly
Apartment
565
11,959
44
Male
52,771
Married
1
PhD
null
39.937605
Suburban
Basic
1
19
772
1
2019-12-27 15:21:39.202448
Poor
No
Daily
House
309
11,960
29
Male
18,096
Single
4
High School
Employed
21.068104
Rural
Premium
null
5
616
9
2021-09-17 15:21:39.192212
Average
No
Rarely
Apartment
536
11,961
34
Male
12,092
Single
4
High School
Self-Employed
9.867303
Rural
Basic
1
12
658
7
2023-06-12 15:21:39.188220
Good
Yes
Weekly
House
29
11,962
64
Female
3,142
Single
3
Bachelor's
Self-Employed
22.723981
Rural
Comprehensive
1
1
809
7
2023-03-05 15:21:39.259788
null
Yes
Daily
Condo
362
11,963
40
Female
14,984
Married
4
Bachelor's
Self-Employed
44.93689
Suburban
Comprehensive
0
14
513
1
2021-09-08 15:21:39.096739
Poor
Yes
Monthly
Condo
553
11,964
56
Male
104,724
Divorced
0
Bachelor's
Self-Employed
37.175302
Urban
Basic
2
1
381
9
2021-04-19 15:21:39.218388
Poor
No
Weekly
House
1,543
11,965
27
Male
35,239
Divorced
4
Bachelor's
null
37.526439
Urban
Premium
0
16
390
4
2023-03-18 15:21:39.237118
Poor
No
Weekly
House
1,755
11,966
63
Male
72,620
Married
4
Master's
Unemployed
30.907311
Urban
Comprehensive
null
6
810
9
2021-11-11 15:21:39.086123
Average
No
Weekly
Condo
224
11,967
59
Female
29,094
Divorced
1
High School
null
17.22237
Urban
Premium
0
13
382
6
2023-08-23 15:21:39.237118
Good
Yes
Daily
Condo
3,279
11,968
62
Female
4,976
Divorced
null
PhD
Employed
34.170074
Rural
Basic
2
5
748
6
2021-08-22 15:21:39.155231
Good
No
Rarely
Apartment
771
11,969
39
Male
68,189
Divorced
4
PhD
Unemployed
30.717532
Rural
Premium
null
4
813
4
2024-08-15 15:21:39.134960
Poor
Yes
Daily
Apartment
340
11,970
22
Male
null
Divorced
4
High School
Self-Employed
9.534823
Suburban
Basic
2
7
704
7
2022-03-04 15:21:39.155231
Good
Yes
Daily
Condo
3,680
11,971
57
Female
56,950
Divorced
4
PhD
null
45.664914
Suburban
Basic
1
7
590
3
2022-09-13 15:21:39.208842
Average
Yes
Weekly
House
111
11,972
22
Female
25,193
Married
null
Master's
Unemployed
23.239514
Urban
Premium
1
18
null
9
2023-12-20 15:21:39.274993
Good
Yes
Weekly
Apartment
484
11,973
58
Female
61,498
Married
0
Bachelor's
Employed
9.357961
Suburban
Premium
2
2
532
1
2023-12-28 15:21:39.264504
Good
No
Weekly
Condo
2,481
11,974
58
Male
2,415
Divorced
null
Bachelor's
Employed
40.057097
Suburban
Basic
2
18
361
4
2022-03-21 15:21:39.219432
Average
No
Rarely
Condo
1,547
11,975
42
Male
48,430
Single
4
Bachelor's
Self-Employed
null
Urban
Premium
null
2
460
9
2020-12-13 15:21:39.235012
Average
No
Monthly
Condo
270
11,976
22
Female
35,390
Single
null
Master's
null
39.814369
Rural
Basic
null
11
776
6
2020-09-06 15:21:39.134960
Good
Yes
Weekly
Condo
1,902
11,977
27
Male
34,677
Married
1
Bachelor's
Employed
16.092282
Urban
Basic
1
11
416
9
2022-04-28 15:21:39.192212
Average
Yes
Rarely
House
974
11,978
23
Female
18,095
Single
3
Bachelor's
null
32.822732
Rural
Premium
0
3
622
7
2020-11-06 15:21:39.199447
Poor
Yes
Monthly
House
554
11,979
64
Male
24,761
Married
4
High School
Employed
32.64445
Urban
Premium
1
5
751
2
2021-10-09 15:21:39.126661
Average
No
Rarely
Apartment
1,263
11,980
36
Male
45,348
Single
null
High School
null
19.511618
Rural
Premium
null
15
828
3
2024-04-20 15:21:39.155231
Good
No
Weekly
Apartment
3,125
11,981
63
Male
29,275
Single
4
PhD
Unemployed
16.730213
Suburban
Basic
2
4
830
5
2019-09-22 15:21:39.122134
Good
Yes
Rarely
Apartment
993
11,982
64
Female
5,732
Married
4
PhD
Unemployed
14.122871
Urban
Premium
0
11
845
9
2020-05-28 15:21:39.186212
Average
No
Daily
Condo
1,305
11,983
62
Female
9,227
Divorced
3
High School
Self-Employed
32.867796
Urban
Premium
null
6
441
8
2021-12-22 15:21:39.100695
Average
No
Rarely
Condo
758
11,984
36
Female
3,817
Divorced
null
PhD
Unemployed
17.539102
Urban
Premium
0
15
491
6
2024-03-25 15:21:39.134960
Good
No
Rarely
Condo
531
11,985
51
Female
27,897
Divorced
2
High School
Self-Employed
43.68005
Urban
Comprehensive
null
12
484
7
2024-04-02 15:21:39.175719
Good
No
Rarely
Apartment
668
11,986
23
Male
1,028
Divorced
1
High School
Unemployed
41.973118
Rural
Comprehensive
0
5
405
4
2024-04-30 15:21:39.219432
Poor
No
Daily
Condo
1,703
11,987
39
Female
1,169
Married
1
PhD
null
null
Suburban
Comprehensive
null
17
709
3
2022-05-08 15:21:39.092127
Poor
Yes
Rarely
House
1,205
11,988
18
Female
85,887
Single
1
High School
null
7.001388
Suburban
Basic
3
5
652
4
2020-09-01 15:21:39.134960
Poor
Yes
Weekly
Condo
4,961
11,989
35
Female
748
Divorced
2
Bachelor's
Self-Employed
19.743119
Urban
Premium
1
13
474
6
2022-11-12 15:21:39.155231
Poor
No
Weekly
Apartment
121
11,990
49
Male
113,928
Married
3
Bachelor's
null
40.811197
Rural
Basic
0
11
328
7
2023-03-17 15:21:39.201446
Poor
No
Monthly
House
2,987
11,991
41
Male
45,497
Single
3
High School
Employed
23.85713
Urban
Premium
null
3
null
2
2019-10-04 15:21:39.166062
Average
Yes
Rarely
Condo
576
11,992
37
Male
2,840
Married
2
High School
Self-Employed
29.397802
Urban
Premium
0
2
639
9
2021-09-04 15:21:39.116179
Average
No
Weekly
Condo
30
11,993
44
Female
44,121
Single
2
High School
Employed
22.835232
Suburban
Premium
0
5
684
1
2020-12-30 15:21:39.132191
Poor
No
Daily
House
24
11,994
46
Female
91,850
Married
2
High School
Employed
13.849239
Rural
Comprehensive
1
3
438
3
2019-10-08 15:21:39.245086
Good
Yes
Daily
House
583
11,995
40
Female
16,293
Divorced
3
PhD
null
null
Suburban
Basic
0
10
614
8
2024-05-07 15:21:39.134960
Poor
No
Rarely
Condo
1,406
11,996
52
Female
31,006
Married
2
Bachelor's
Employed
34.444981
Suburban
Comprehensive
null
17
639
7
2022-10-02 15:21:39.261856
Poor
Yes
Daily
Condo
826
11,997
20
Male
57,505
Divorced
1
Master's
Self-Employed
44.332517
Urban
Basic
0
2
393
8
2021-05-09 15:21:39.193945
Poor
Yes
Rarely
Condo
2,084
11,998
32
Male
13,982
Married
0
PhD
Unemployed
47.859762
Rural
Comprehensive
0
12
552
2
2022-10-26 15:21:39.167099
Average
No
Rarely
Apartment
50
11,999
58
Female
4,135
Divorced
0
Master's
Self-Employed
21.653521
Rural
Comprehensive
0
4
769
5
2020-07-13 15:21:39.114118
Good
No
Rarely
Apartment
162