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
8,900
47
Female
17,774
Single
1
PhD
Self-Employed
32.764114
Suburban
Comprehensive
null
11
467
7
2022-03-19 15:21:39.253660
Good
Yes
Monthly
House
819
8,901
62
Male
16,131
Divorced
null
Bachelor's
Unemployed
40.69583
Urban
Comprehensive
null
9
648
3
2023-10-05 15:21:39.288099
Average
Yes
Daily
Apartment
506
8,902
24
Female
579
Single
3
Bachelor's
Self-Employed
40.964604
Urban
Premium
2
3
614
5
2020-07-23 15:21:39.147735
Poor
No
Rarely
Condo
846
8,903
53
Male
106,694
Single
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
null
17
848
2
2019-10-10 15:21:39.167099
Good
No
Rarely
Apartment
2,484
8,904
41
Female
17,072
Single
3
PhD
Employed
32.896617
Rural
Comprehensive
null
9
637
2
2024-03-04 15:21:39.094752
null
No
Monthly
House
1,729
8,905
23
Male
23,897
Single
null
High School
Employed
34.18884
Rural
Comprehensive
1
7
753
6
2021-03-24 15:21:39.155231
Poor
No
Weekly
Apartment
1,167
8,906
50
Male
4,822
Divorced
null
PhD
Self-Employed
25.580098
Suburban
Comprehensive
2
12
848
4
2021-02-04 15:21:39.126661
Poor
Yes
Rarely
House
771
8,907
20
Male
66,822
Single
1
PhD
Employed
10.934764
Urban
Comprehensive
2
17
692
2
2023-05-29 15:21:39.093681
Good
Yes
Rarely
House
394
8,908
34
Female
25,230
Married
3
Bachelor's
Self-Employed
28.262502
Urban
Premium
1
5
477
2
2021-08-05 15:21:39.221386
Average
No
Daily
House
2,708
8,909
19
Female
142,702
Divorced
2
Master's
null
28.073107
Suburban
Premium
0
17
null
8
2022-04-03 15:21:39.155231
Poor
Yes
Weekly
Apartment
428
8,910
41
Male
62,734
Single
3
PhD
Employed
51.929998
Rural
Basic
1
10
832
5
2022-06-24 15:21:39.183598
Good
No
Weekly
Condo
745
8,911
53
Male
11,526
Single
1
PhD
Self-Employed
13.818837
Rural
Comprehensive
6
2
653
3
2021-10-29 15:21:39.108562
null
Yes
Daily
House
515
8,912
48
Male
10,049
Single
4
Master's
null
28.017064
Rural
Basic
0
3
586
4
2021-01-13 15:21:39.080440
Poor
No
Daily
Condo
3,537
8,913
44
Male
44,599
Single
2
PhD
null
36.152081
Suburban
Comprehensive
2
3
784
9
2020-02-29 15:21:39.155231
Poor
No
Rarely
House
604
8,914
25
Female
66,883
Married
3
PhD
null
39.333824
Urban
Comprehensive
1
10
382
2
2019-11-25 15:21:39.274993
null
No
Rarely
House
1,438
8,915
null
Female
44,915
Single
2
Master's
null
23.180935
Urban
Comprehensive
2
16
null
8
2021-02-16 15:21:39.126661
Average
No
Weekly
House
735
8,916
35
Male
11,406
Divorced
3
High School
Unemployed
33.926631
Suburban
Premium
1
19
645
2
2022-10-17 15:21:39.085129
Average
No
Daily
Apartment
803
8,917
35
Female
8,288
Divorced
3
PhD
null
24.996722
Rural
Comprehensive
null
4
658
8
2022-10-09 15:21:39.114118
Poor
Yes
Weekly
Condo
544
8,918
50
Female
5,700
Single
1
Master's
Employed
30.533843
Urban
Basic
null
3
647
2
2023-02-23 15:21:39.237118
Average
No
Weekly
Apartment
1,158
8,919
29
Male
12,993
Married
4
PhD
Self-Employed
39.286653
Urban
Comprehensive
1
16
722
6
2022-08-07 15:21:39.086123
Poor
No
Rarely
House
789
8,920
35
Male
91,049
Single
4
Bachelor's
null
50.688053
Rural
Premium
null
8
724
8
2021-06-17 15:21:39.274993
Poor
Yes
Weekly
House
2,221
8,921
43
Female
24,761
Divorced
3
PhD
null
35.01703
Rural
Premium
null
2
667
2
2021-08-18 15:21:39.134960
Good
No
Rarely
House
651
8,922
50
Male
20,500
Married
2
Bachelor's
Employed
35.824839
Urban
Basic
0
4
699
3
2021-03-02 15:21:39.237118
Poor
No
Weekly
House
735
8,923
21
Male
14,002
Married
3
Master's
null
34.814243
Urban
Basic
2
0
556
6
2024-05-20 15:21:39.134960
Poor
No
Weekly
House
4,483
8,924
28
Male
30,394
Divorced
3
High School
null
22.582386
Rural
Basic
1
19
519
3
2020-12-27 15:21:39.251142
Average
Yes
Rarely
Condo
101
8,925
19
Female
2,292
Divorced
3
High School
null
24.505842
Rural
Premium
0
2
313
9
2023-02-28 15:21:39.251142
Good
Yes
Rarely
House
1,963
8,926
21
Female
3,338
Married
1
Bachelor's
Self-Employed
39.072734
Suburban
Comprehensive
0
16
null
6
2023-07-26 15:21:39.155231
Poor
Yes
Weekly
Condo
151
8,927
56
Male
15,982
Divorced
3
Bachelor's
null
39.320135
Rural
Comprehensive
null
3
462
6
2023-11-26 15:21:39.261856
Good
Yes
Daily
Condo
1,403
8,928
23
Female
17,001
Divorced
1
Bachelor's
null
41.489928
Urban
Comprehensive
0
9
517
4
2022-01-11 15:21:39.236064
Poor
No
Weekly
House
23
8,929
27
Female
30,650
Single
1
PhD
null
11.557968
Urban
Basic
2
2
551
5
2021-01-12 15:21:39.146733
Average
Yes
Daily
Apartment
1,217
8,930
39
Male
14,891
Divorced
4
PhD
Unemployed
36.816694
Urban
Basic
1
15
784
3
2022-08-28 15:21:39.134960
Good
No
Monthly
Condo
553
8,931
56
Female
7,891
Married
1
Bachelor's
Self-Employed
7.73947
Suburban
Comprehensive
0
15
773
5
2022-05-18 15:21:39.245086
Poor
No
Weekly
Apartment
683
8,932
30
Male
95,525
Divorced
0
PhD
null
12.024727
Suburban
Comprehensive
null
16
587
4
2024-05-02 15:21:39.144722
null
No
Daily
Apartment
431
8,933
57
Female
12,930
Married
3
High School
Employed
38.519674
Suburban
Basic
0
17
795
3
2022-12-29 15:21:39.245086
Average
Yes
Weekly
Condo
2,798
8,934
21
Male
5,033
Single
4
Master's
Unemployed
29.945795
Suburban
Premium
0
18
378
4
2020-11-25 15:21:39.190215
Good
No
Weekly
Condo
3,972
8,935
37
Male
10,546
Single
2
High School
Employed
44.908173
Suburban
Basic
1
17
565
1
2021-07-19 15:21:39.237118
null
Yes
Monthly
Apartment
557
8,936
24
Female
82,947
Married
1
Bachelor's
null
29.88753
Suburban
Premium
0
13
357
2
2023-07-12 15:21:39.204790
Good
No
Rarely
Apartment
1,607
8,937
41
Female
45,904
Divorced
3
High School
null
35.037283
Rural
Basic
1
2
779
8
2024-07-27 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,314
8,938
45
Female
5,836
Divorced
3
PhD
Unemployed
25.79796
Rural
Comprehensive
null
8
683
1
2021-08-13 15:21:39.087123
Average
No
Weekly
Apartment
589
8,939
45
Male
null
Single
0
High School
null
20.79181
Urban
Comprehensive
1
10
725
1
2021-07-10 15:21:39.237118
Good
Yes
Monthly
Condo
406
8,940
31
Female
35,706
Divorced
4
Master's
Self-Employed
5.779947
Rural
Premium
1
0
585
9
2022-05-31 15:21:39.281787
null
No
Rarely
House
886
8,941
24
Female
24,266
Divorced
4
PhD
Self-Employed
31.672408
Urban
Premium
1
10
822
4
2020-02-10 15:21:39.144722
Good
No
Rarely
Apartment
714
8,942
36
Male
31,671
Married
1
Bachelor's
Unemployed
26.868786
Rural
Premium
1
17
477
9
2019-12-27 15:21:39.085129
Good
Yes
Monthly
House
411
8,943
43
Male
758
Single
null
Master's
Unemployed
19.818993
Suburban
Comprehensive
2
18
828
5
2022-05-24 15:21:39.095696
Average
Yes
Daily
Condo
1,229
8,944
31
Male
4,108
Divorced
2
Master's
Unemployed
11.936592
Suburban
Basic
0
17
421
8
2021-06-26 15:21:39.237118
Poor
Yes
Daily
Apartment
1,432
8,945
61
Female
5,928
Single
3
Master's
null
15.315764
Suburban
Premium
1
6
811
1
2020-07-16 15:21:39.111551
Good
No
Rarely
House
1,757
8,946
61
Male
116,966
Married
3
Bachelor's
Unemployed
51.788249
Urban
Basic
0
4
699
6
2024-02-17 15:21:39.247098
Average
No
Rarely
House
1,453
8,947
57
Male
30,331
Single
0
Bachelor's
Employed
17.914831
Urban
Basic
null
6
693
2
2024-03-11 15:21:39.281787
Good
Yes
Daily
Apartment
814
8,948
35
Female
28,408
Divorced
4
PhD
Self-Employed
7.573146
Urban
Comprehensive
null
8
814
6
2020-09-07 15:21:39.155231
Average
Yes
Rarely
House
731
8,949
36
Female
11,921
Married
0
High School
Employed
6.828783
Suburban
Comprehensive
2
7
673
5
2024-07-04 15:21:39.237118
Average
No
Monthly
House
894
8,950
59
Female
8,435
Married
2
Master's
Self-Employed
37.695121
Urban
Comprehensive
0
1
null
6
2023-07-04 15:21:39.176717
null
Yes
Rarely
House
277
8,951
51
Female
14,921
Married
2
High School
Unemployed
17.847695
Rural
Premium
1
4
844
3
2023-11-21 15:21:39.092127
Poor
Yes
Weekly
Condo
2,269
8,952
49
Female
15,619
Divorced
3
PhD
null
21.027928
Rural
Basic
1
0
679
6
2022-06-06 15:21:39.246098
Poor
Yes
Monthly
House
190
8,953
42
Male
27,241
Single
1
Bachelor's
Self-Employed
33.837346
Rural
Comprehensive
null
9
756
3
2020-08-25 15:21:39.155231
Poor
No
Monthly
House
821
8,954
33
Male
62,845
Single
2
PhD
Unemployed
31.07257
Suburban
Comprehensive
null
13
674
6
2020-10-23 15:21:39.232526
Average
No
Weekly
Condo
215
8,955
53
Male
40,487
Single
4
Bachelor's
Employed
16.884159
Suburban
Comprehensive
null
9
null
1
2020-12-14 15:21:39.237118
Good
Yes
Monthly
Condo
962
8,956
41
Male
3,731
null
null
Bachelor's
Self-Employed
30.072486
Rural
Premium
1
11
null
1
2021-01-08 15:21:39.091080
Average
Yes
Rarely
Condo
1,314
8,957
37
Female
45,266
Married
null
PhD
Unemployed
25.933703
Urban
Comprehensive
1
10
762
1
2022-12-06 15:21:39.237118
Poor
No
Monthly
Condo
1,174
8,958
34
Female
7,637
Single
0
High School
Self-Employed
32.074886
Suburban
Premium
0
13
328
8
2022-08-03 15:21:39.123711
Poor
Yes
Monthly
House
1,357
8,959
40
Female
56,434
Single
3
High School
Self-Employed
50.6916
Suburban
Comprehensive
null
1
433
3
2023-10-23 15:21:39.131192
Poor
No
Rarely
Apartment
2,155
8,960
27
Male
42,444
Single
1
Bachelor's
null
18.739221
Suburban
Premium
0
6
690
9
2020-12-08 15:21:39.247098
Good
Yes
Rarely
Apartment
35
8,961
33
Male
547
Married
4
High School
Self-Employed
19.058378
Rural
Basic
1
17
496
6
2021-06-10 15:21:39.155231
Good
Yes
Monthly
Apartment
498
8,962
58
Female
null
Single
1
High School
Employed
51.750091
Rural
Basic
null
1
443
7
2022-08-28 15:21:39.272456
null
Yes
Weekly
Apartment
3,138
8,963
62
Male
30,690
Single
2
Master's
Self-Employed
19.895499
Suburban
Premium
null
15
null
5
2019-08-21 15:21:39.283783
Good
Yes
Weekly
Condo
471
8,964
34
Male
24,266
Divorced
1
Bachelor's
Employed
40.723994
Rural
Premium
null
14
656
8
2024-01-01 15:21:39.091080
Good
No
Daily
Condo
1,204
8,965
38
Male
12,983
Divorced
0
PhD
Employed
23.914757
Suburban
Premium
2
6
788
9
2022-05-20 15:21:39.261856
Good
Yes
Monthly
Apartment
1,053
8,966
22
Female
2,561
Single
3
Master's
Unemployed
20.879479
Urban
Premium
1
5
512
7
2023-02-23 15:21:39.118178
Good
Yes
Daily
House
58
8,967
41
Female
29,092
null
null
PhD
Employed
31.146589
Urban
Premium
null
18
618
7
2022-05-26 15:21:39.134960
Poor
Yes
Rarely
Condo
1,146
8,968
53
Male
6,791
Single
0
PhD
Employed
25.979365
Rural
Premium
null
9
524
7
2020-09-06 15:21:39.283783
Poor
Yes
Weekly
Apartment
607
8,969
43
Male
49,743
Married
3
PhD
null
null
Suburban
Comprehensive
null
4
657
7
2022-01-20 15:21:39.155231
Average
No
Monthly
House
270
8,970
57
Female
138,034
Married
0
PhD
null
28.079794
Rural
Premium
3
17
804
4
2021-04-22 15:21:39.154008
Poor
No
Daily
House
20
8,971
25
Male
28,399
Single
1
High School
Self-Employed
24.879438
Suburban
Basic
0
1
810
5
2023-08-16 15:21:39.237118
Good
Yes
Weekly
Condo
1,135
8,972
30
Male
41,754
Divorced
1
Master's
Self-Employed
35.394834
Rural
Premium
null
3
816
7
2021-12-11 15:21:39.194829
Poor
Yes
Weekly
Condo
1,051
8,973
44
Female
947
Married
1
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
1
771
3
2024-02-20 15:21:39.170099
Average
Yes
Weekly
House
431
8,974
28
Female
65,444
Married
4
Master's
Unemployed
12.013969
Suburban
Basic
2
10
357
2
2024-03-27 15:21:39.177724
Poor
Yes
Weekly
Apartment
744
8,975
54
Male
3,645
Married
2
High School
Self-Employed
14.388628
Rural
Basic
0
0
668
9
2020-12-16 15:21:39.247098
Good
No
Monthly
Condo
2,236
8,976
21
Male
36,759
Married
3
Bachelor's
Unemployed
41.749691
Urban
Basic
null
10
521
7
2021-02-04 15:21:39.205850
Poor
No
Weekly
Condo
932
8,977
21
Female
14,819
Divorced
null
Master's
null
22.738317
Rural
Comprehensive
1
18
649
1
2019-08-25 15:21:39.282785
Poor
Yes
Rarely
Condo
447
8,978
58
Male
22,566
Divorced
null
High School
null
32.065014
Rural
Basic
0
11
749
9
2024-07-28 15:21:39.177724
Good
Yes
Weekly
House
2,314
8,979
23
Male
7,963
Single
0
Master's
null
37.067908
Urban
Premium
null
7
796
7
2024-06-21 15:21:39.082499
Poor
Yes
Monthly
Apartment
1,755
8,980
56
Female
71,142
Divorced
0
PhD
Employed
11.764183
Urban
Basic
2
9
null
7
2023-04-15 15:21:39.232526
Average
Yes
Weekly
House
118
8,981
21
Male
18,259
Married
0
Bachelor's
null
8.664305
Urban
Comprehensive
2
12
762
2
2023-05-16 15:21:39.095696
Good
Yes
Daily
House
3,165
8,982
32
Male
104,069
Divorced
3
PhD
Unemployed
13.057469
Urban
Comprehensive
1
0
830
3
2019-09-28 15:21:39.173834
Average
Yes
Daily
House
2,586
8,983
24
Male
91,360
Divorced
1
Master's
null
28.265022
Rural
Comprehensive
0
1
null
1
2024-01-21 15:21:39.114118
Good
Yes
Monthly
Condo
50
8,984
25
Male
3,129
Divorced
3
Master's
Self-Employed
18.907606
Rural
Comprehensive
0
11
481
2
2021-11-20 15:21:39.245086
Average
Yes
Rarely
Condo
2,415
8,985
38
Male
2,784
Married
3
Bachelor's
null
10.664228
Suburban
Basic
2
12
722
5
2023-03-21 15:21:39.134960
Good
No
Rarely
Condo
812
8,986
21
Female
25,247
Divorced
1
Bachelor's
Unemployed
21.803171
Suburban
Comprehensive
1
4
793
2
2023-03-23 15:21:39.134960
Poor
No
Daily
Condo
1,479
8,987
28
Male
2,820
Single
3
High School
Self-Employed
18.141008
Suburban
Basic
null
7
457
3
2020-08-10 15:21:39.204790
Poor
No
Weekly
Condo
196
8,988
54
Male
132,673
Married
1
Master's
Employed
13.730847
Rural
Comprehensive
2
16
357
1
2020-03-02 15:21:39.155231
Poor
Yes
Weekly
Condo
459
8,989
27
Male
110,923
Single
4
PhD
Unemployed
38.72465
Urban
Premium
1
13
551
2
2022-01-09 15:21:39.251142
Good
No
Monthly
Apartment
4,034
8,990
44
Male
16,963
Divorced
2
Bachelor's
Employed
32.917755
Urban
Premium
0
14
null
7
2019-12-08 15:21:39.221386
Good
Yes
Weekly
House
607
8,991
58
Female
null
Divorced
2
Master's
Self-Employed
47.50462
Urban
Basic
0
5
457
9
2023-10-19 15:21:39.128286
Poor
Yes
Daily
Apartment
285
8,992
54
Male
29,092
Single
0
PhD
Unemployed
10.823012
Suburban
Basic
0
19
772
9
2021-11-14 15:21:39.155231
Good
Yes
Rarely
Apartment
2,326
8,993
26
Female
93,828
Divorced
1
High School
Unemployed
39.895521
Suburban
Comprehensive
1
6
559
8
2020-11-01 15:21:39.222387
Average
No
Weekly
House
92
8,994
21
Male
20,796
Single
0
PhD
Self-Employed
43.14167
Urban
Premium
null
4
573
5
2021-06-12 15:21:39.132191
Poor
Yes
Daily
Apartment
1,372
8,995
49
Female
28,436
Single
2
Bachelor's
null
24.098449
Urban
Comprehensive
null
13
799
8
2022-07-07 15:21:39.097737
Good
Yes
Rarely
Condo
621
8,996
41
Female
43,414
Single
4
Bachelor's
Employed
32.442578
Urban
Premium
1
10
775
8
2023-11-20 15:21:39.274993
Poor
Yes
Weekly
Apartment
827
8,997
38
Male
10,116
Divorced
4
PhD
Employed
31.838785
Urban
Premium
2
3
null
4
2024-04-08 15:21:39.134960
Good
Yes
Monthly
House
1,252
8,998
58
Female
null
Single
2
Bachelor's
Employed
15.749616
Suburban
Basic
1
11
406
1
2023-09-18 15:21:39.186212
Good
Yes
Weekly
Apartment
145
8,999
53
Female
20,236
Single
0
Master's
null
39.712858
Rural
Premium
2
8
674
2
2022-12-19 15:21:39.199447
Average
No
Daily
House
1,448