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
13,900
45
Female
14,054
Married
4
PhD
null
9.958169
Suburban
Comprehensive
null
3
615
6
2023-12-05 15:21:39.134960
Poor
Yes
Weekly
House
25
13,901
23
Female
18,652
Single
1
PhD
null
21.353092
Suburban
Comprehensive
null
14
544
9
2021-01-28 15:21:39.229482
Poor
No
Monthly
House
186
13,902
64
Female
44,333
Single
1
High School
Unemployed
3.07381
Urban
Basic
1
19
551
4
2022-01-27 15:21:39.088124
null
Yes
Weekly
Apartment
22
13,903
58
Female
1,499
Single
4
High School
Employed
38.2734
Urban
Premium
1
17
530
5
2020-03-27 15:21:39.134960
null
Yes
Rarely
Condo
662
13,904
34
Female
116,799
Married
4
High School
Self-Employed
19.636558
Rural
Basic
1
11
781
1
2019-12-21 15:21:39.237118
Poor
No
Monthly
House
2,345
13,905
34
Female
46,218
Married
3
High School
Employed
39.76613
Urban
Comprehensive
null
0
827
1
2024-07-17 15:21:39.180553
Poor
No
Monthly
Condo
713
13,906
38
Female
27,781
Married
1
PhD
Self-Employed
48.556725
Urban
Basic
1
2
563
9
2023-06-12 15:21:39.191219
Poor
Yes
Rarely
Apartment
3,817
13,907
53
Male
106,577
Single
1
Master's
Employed
3.895092
Rural
Premium
1
15
688
9
2021-11-07 15:21:39.155231
Average
No
Weekly
Apartment
218
13,908
43
Male
18,704
Married
2
Bachelor's
null
31.646658
Rural
Basic
null
12
672
2
2021-01-15 15:21:39.202448
Average
Yes
Monthly
House
1,218
13,909
53
Female
102,043
Married
4
High School
Unemployed
7.270015
Suburban
Premium
2
9
657
6
2023-09-24 15:21:39.220389
Good
Yes
Monthly
Condo
2,083
13,910
48
Female
7,879
Married
1
Bachelor's
Self-Employed
24.086225
Suburban
Premium
0
3
516
5
2022-04-18 15:21:39.261856
Good
Yes
Weekly
Apartment
814
13,911
60
Male
8,643
Married
4
PhD
null
16.323878
Rural
Comprehensive
2
5
342
8
2023-12-21 15:21:39.208842
Good
Yes
Daily
House
38
13,912
31
Female
29,093
Single
3
High School
Self-Employed
24.054153
Rural
Basic
1
13
624
7
2023-11-17 15:21:39.109552
Average
No
Daily
House
883
13,913
57
Male
46,338
Married
0
Master's
null
6.276654
Suburban
Comprehensive
1
14
null
9
2020-11-28 15:21:39.123711
Average
Yes
Daily
Apartment
1,420
13,914
25
Male
25,011
Divorced
2
Bachelor's
Self-Employed
43.896634
Urban
Premium
0
1
682
9
2020-04-09 15:21:39.231531
Average
Yes
Daily
Apartment
469
13,915
55
Male
59,775
Married
0
Master's
Employed
19.003776
Urban
Basic
1
0
694
9
2021-10-03 15:21:39.190215
Good
No
Weekly
Apartment
367
13,916
null
Male
114,448
Divorced
2
Bachelor's
Unemployed
52.698528
Rural
Basic
0
11
471
3
2022-06-28 15:21:39.170099
Average
Yes
Daily
House
789
13,917
58
Male
null
Single
1
PhD
Unemployed
46.788136
Suburban
Basic
0
4
626
5
2019-10-31 15:21:39.263607
Poor
Yes
Daily
Apartment
78
13,918
38
Male
95,520
Married
2
Bachelor's
Self-Employed
19.964607
Urban
Basic
1
17
514
8
2022-03-26 15:21:39.095696
Poor
No
Weekly
Apartment
213
13,919
19
Female
118,608
Married
1
High School
null
26.982199
Rural
Comprehensive
2
6
608
4
2021-10-10 15:21:39.287115
Good
No
Weekly
Apartment
2,056
13,920
45
Male
3,837
null
3
Master's
Unemployed
18.816794
Urban
Comprehensive
null
16
595
3
2020-02-17 15:21:39.155231
Average
Yes
Rarely
Condo
553
13,921
47
Female
18,127
Divorced
4
Master's
Employed
3.177931
Rural
Basic
2
4
719
2
2022-04-02 15:21:39.256696
Average
No
Daily
Apartment
807
13,922
48
Male
81,798
Married
2
High School
null
null
Urban
Premium
0
5
417
9
2022-07-03 15:21:39.152732
Good
Yes
Daily
Condo
773
13,923
28
Male
3,343
Divorced
2
High School
null
43.4304
Suburban
Comprehensive
2
2
646
2
2022-08-15 15:21:39.133866
Average
No
Weekly
Condo
2,077
13,924
18
Female
4,625
Single
2
PhD
Employed
21.319424
Rural
Comprehensive
null
8
427
6
2019-08-19 15:21:39.225916
Average
Yes
Weekly
Apartment
638
13,925
49
Female
4,927
Divorced
3
PhD
Employed
27.624728
Suburban
Comprehensive
null
13
525
6
2022-12-03 15:21:39.154008
Average
No
Rarely
Apartment
2,904
13,926
30
Male
32,263
Divorced
0
High School
Self-Employed
43.908337
Urban
Premium
2
12
534
1
2021-09-25 15:21:39.090124
Poor
Yes
Weekly
Condo
806
13,927
35
Female
29,892
Divorced
null
Master's
Employed
21.492324
Urban
Basic
1
4
696
3
2024-04-22 15:21:39.192212
Average
No
Rarely
Condo
590
13,928
28
Male
42,615
Divorced
0
High School
null
35.847325
Urban
Basic
null
17
750
4
2022-06-06 15:21:39.146733
Poor
No
Monthly
Condo
4,072
13,929
35
Male
116,736
Single
4
Bachelor's
Self-Employed
20.99142
Suburban
Basic
2
18
657
7
2020-01-17 15:21:39.155231
Poor
No
Daily
Condo
2,450
13,930
46
Male
44,167
Single
3
High School
null
28.593445
Suburban
Basic
1
0
584
4
2023-07-01 15:21:39.122134
Good
Yes
Monthly
House
2,760
13,931
55
Female
23,277
Divorced
1
Bachelor's
Employed
42.129993
Urban
Comprehensive
1
7
null
1
2022-02-02 15:21:39.181605
Average
No
Daily
Apartment
579
13,932
35
Female
548
Divorced
1
High School
Self-Employed
12.527778
Suburban
Premium
0
12
471
7
2024-05-10 15:21:39.259788
Average
No
Monthly
Condo
1,761
13,933
48
Male
null
Divorced
null
PhD
null
14.959461
Suburban
Basic
1
12
577
3
2021-07-09 15:21:39.134960
Good
No
Monthly
Apartment
300
13,934
57
Female
null
Single
2
PhD
null
22.45672
Urban
Premium
0
6
816
7
2022-06-25 15:21:39.111551
Good
No
Monthly
Apartment
127
13,935
26
Male
141,634
Married
2
Master's
Unemployed
12.780977
Suburban
Comprehensive
0
4
441
1
2020-09-23 15:21:39.228521
Average
Yes
Monthly
Condo
1,592
13,936
25
Male
28,863
Single
3
High School
Unemployed
24.039444
Suburban
Comprehensive
1
8
null
6
2024-07-01 15:21:39.181605
Average
Yes
Daily
Condo
959
13,937
54
Female
28,293
Married
4
Bachelor's
Self-Employed
32.153911
Rural
Basic
3
7
416
6
2020-04-18 15:21:39.278402
null
No
Rarely
House
818
13,938
20
Female
15,983
Divorced
1
Master's
Self-Employed
40.959704
Suburban
Basic
0
18
604
2
2019-11-15 15:21:39.173834
Average
Yes
Daily
Condo
711
13,939
41
Female
1,029
Divorced
3
Master's
Self-Employed
30.160987
Suburban
Basic
2
0
646
3
2022-12-20 15:21:39.210805
Poor
Yes
Rarely
House
1,731
13,940
37
Female
31,708
Married
1
Master's
null
32.649891
Rural
Comprehensive
2
2
null
6
2022-06-28 15:21:39.199447
Good
No
Daily
Apartment
697
13,941
25
Male
43,924
Single
2
Master's
Employed
21.495421
Rural
Premium
0
16
626
7
2022-07-20 15:21:39.191219
Poor
No
Weekly
Apartment
3,068
13,942
44
Male
14,082
Single
0
Bachelor's
null
10.816191
Urban
Basic
null
12
null
1
2020-12-27 15:21:39.190215
Average
Yes
Rarely
Apartment
1,136
13,943
55
Female
null
Single
4
Master's
Self-Employed
13.552897
Urban
Premium
1
6
506
1
2020-04-03 15:21:39.144722
Average
Yes
Rarely
Condo
322
13,944
46
Female
29,585
Single
3
Master's
Unemployed
49.893661
Rural
Basic
2
19
825
2
2021-06-21 15:21:39.115178
Average
No
Monthly
Condo
1,783
13,945
61
Male
28,983
Single
2
Master's
Self-Employed
12.177055
Rural
Comprehensive
0
1
372
7
2024-01-09 15:21:39.151732
Good
No
Daily
House
37
13,946
28
Female
55,170
Single
3
Master's
Self-Employed
29.987777
Suburban
Premium
0
8
540
4
2019-12-01 15:21:39.286113
Poor
Yes
Weekly
House
2,159
13,947
61
Female
43,827
Single
3
Master's
Self-Employed
33.676633
Suburban
Premium
0
4
523
9
2022-09-23 15:21:39.081504
Good
No
Monthly
House
1,196
13,948
21
Female
12,970
Single
3
PhD
Employed
29.342782
Rural
Basic
1
9
null
1
2020-03-26 15:21:39.257696
Average
No
Rarely
Apartment
2,353
13,949
29
Female
45,252
Single
1
Bachelor's
Employed
18.361208
Urban
Basic
3
11
558
4
2022-12-20 15:21:39.149731
Average
Yes
Daily
House
516
13,950
35
Female
35,227
Married
4
Bachelor's
null
15.634364
Rural
Comprehensive
null
12
548
7
2024-04-13 15:21:39.086123
Average
Yes
Rarely
Condo
2,177
13,951
18
Female
10,096
Divorced
1
PhD
Employed
20.818363
Suburban
Premium
1
18
693
9
2022-06-27 15:21:39.274993
Poor
Yes
Weekly
House
735
13,952
45
Male
147,749
Married
3
High School
null
null
Suburban
Basic
0
13
538
7
2024-03-23 15:21:39.264504
Poor
Yes
Daily
Apartment
391
13,953
58
Female
8,717
Single
4
Master's
Unemployed
42.991574
Suburban
Basic
0
0
481
2
2022-12-08 15:21:39.211806
Poor
No
Monthly
Condo
1,971
13,954
48
Male
43,746
Married
4
PhD
null
16.839244
Urban
Basic
3
17
null
9
2020-12-29 15:21:39.087123
Poor
Yes
Monthly
Apartment
1,103
13,955
53
Male
855
Single
null
Bachelor's
Self-Employed
27.952434
Urban
Basic
1
0
463
1
2022-11-05 15:21:39.134960
Average
Yes
Rarely
House
662
13,956
58
Male
46,011
Divorced
2
PhD
null
15.134719
Rural
Comprehensive
null
3
null
7
2021-05-29 15:21:39.155231
Poor
Yes
Weekly
Condo
811
13,957
50
Male
7,876
null
2
High School
null
16.294616
Rural
Basic
0
11
492
2
2022-11-25 15:21:39.171102
Good
No
Daily
Condo
26
13,958
60
Male
8,062
Divorced
1
Bachelor's
Self-Employed
30.084811
Urban
Comprehensive
null
17
761
7
2019-09-20 15:21:39.185215
Average
No
Daily
House
819
13,959
58
Female
123,822
Divorced
1
High School
Employed
null
Rural
Basic
0
8
635
9
2019-08-21 15:21:39.236064
Poor
Yes
Weekly
House
2,963
13,960
25
Female
6,499
Divorced
0
High School
Unemployed
14.25379
Rural
Basic
1
15
379
7
2023-05-24 15:21:39.132191
Good
Yes
Rarely
Condo
1,398
13,961
61
Male
39,741
Married
3
Bachelor's
Self-Employed
24.811363
Urban
Comprehensive
null
10
547
1
2020-10-14 15:21:39.155231
Good
Yes
Daily
House
1,131
13,962
38
Female
7,982
Married
2
High School
null
15.06217
Urban
Premium
2
17
704
3
2021-04-08 15:21:39.209847
Average
No
Monthly
Apartment
917
13,963
63
Female
95,678
Single
0
Master's
Employed
50.938805
Suburban
Premium
1
6
667
4
2023-05-04 15:21:39.155231
null
Yes
Monthly
Apartment
1,040
13,964
63
Male
15,242
Divorced
2
PhD
Employed
null
Rural
Premium
null
11
622
6
2024-03-17 15:21:39.134960
Average
Yes
Monthly
Condo
462
13,965
56
Male
1,664
Single
2
Master's
Unemployed
31.959885
Suburban
Premium
1
13
707
8
2022-01-04 15:21:39.206847
Poor
Yes
Daily
House
1,883
13,966
44
Male
14,983
Single
4
High School
null
16.816785
Urban
Basic
0
15
711
9
2021-07-29 15:21:39.143708
Poor
No
Rarely
Condo
563
13,967
53
Male
52,270
null
null
Master's
Employed
51.708439
Urban
Premium
2
15
444
7
2020-05-24 15:21:39.155231
Poor
No
Weekly
Condo
3,636
13,968
57
Male
8,428
Single
1
High School
null
29.722353
Urban
Basic
1
10
510
1
2022-08-09 15:21:39.237118
Average
No
Daily
Apartment
81
13,969
60
Female
18,071
Married
0
PhD
null
7.944688
Urban
Basic
0
18
526
5
2022-05-27 15:21:39.237118
Good
Yes
Daily
Apartment
724
13,970
45
Male
76,416
Divorced
2
PhD
Unemployed
39.829016
Urban
Basic
1
17
584
4
2021-02-04 15:21:39.175719
Average
No
Daily
Apartment
112
13,971
63
Male
35,239
Married
1
PhD
null
39.282763
Rural
Comprehensive
0
7
null
1
2024-05-11 15:21:39.134960
Poor
No
Monthly
Condo
1,144
13,972
51
Male
53,897
Divorced
3
PhD
Unemployed
12.824527
Suburban
Basic
0
8
740
1
2022-08-01 15:21:39.267454
Average
Yes
Monthly
Apartment
391
13,973
52
Female
null
Married
3
PhD
Self-Employed
18.386986
Urban
Basic
1
18
330
8
2024-03-23 15:21:39.252145
Poor
No
Daily
Condo
2,782
13,974
40
Female
null
Single
4
Bachelor's
Employed
null
Urban
Comprehensive
null
10
804
3
2022-03-04 15:21:39.283783
null
Yes
Rarely
Apartment
1,867
13,975
22
Female
89,534
Single
4
Master's
null
36.308872
Rural
Basic
1
13
740
5
2023-09-28 15:21:39.085129
Good
Yes
Rarely
Apartment
196
13,976
61
Male
4,870
null
3
High School
Unemployed
20.146818
Suburban
Comprehensive
0
17
783
8
2021-05-24 15:21:39.134960
Average
Yes
Monthly
House
612
13,977
28
Male
77,568
Married
2
Bachelor's
null
51.98816
Urban
Basic
null
3
674
5
2022-05-18 15:21:39.079128
Good
Yes
Daily
Apartment
441
13,978
32
Female
18,288
Single
3
PhD
Unemployed
19.859679
Suburban
Basic
null
1
694
8
2019-11-15 15:21:39.134960
Good
No
Monthly
Apartment
362
13,979
21
Male
27,863
Single
3
Bachelor's
null
35.811146
Rural
Comprehensive
null
7
437
9
2023-07-02 15:21:39.092127
Average
Yes
Daily
House
431
13,980
39
Male
38,651
Divorced
4
PhD
null
13.053135
Rural
Basic
0
15
449
9
2023-02-07 15:21:39.152732
Average
No
Weekly
Condo
839
13,981
32
Female
5,832
Married
3
High School
Unemployed
21.573542
Rural
Premium
null
14
null
5
2022-09-09 15:21:39.237118
Average
No
Monthly
House
464
13,982
38
Female
80,526
Divorced
0
PhD
Unemployed
35.781604
Rural
Comprehensive
2
6
538
9
2022-02-13 15:21:39.237118
Good
No
Monthly
Condo
3,381
13,983
35
Male
20,974
Married
4
High School
Self-Employed
35.782176
Suburban
Comprehensive
3
8
820
2
2021-09-25 15:21:39.177724
Poor
No
Rarely
Apartment
203
13,984
34
Female
29,072
Married
0
High School
null
3.054301
Suburban
Comprehensive
1
15
346
6
2022-05-05 15:21:39.280784
Average
Yes
Monthly
Apartment
582
13,985
54
Male
47,950
Married
1
High School
Self-Employed
36.547704
Urban
Comprehensive
null
18
400
6
2024-06-29 15:21:39.098696
Average
Yes
Monthly
Apartment
617
13,986
35
Female
17,863
Single
3
Bachelor's
null
47.64877
Urban
Comprehensive
2
8
null
3
2022-12-21 15:21:39.207847
Poor
Yes
Rarely
Apartment
37
13,987
54
Female
16,984
Single
2
Master's
Unemployed
22.519217
Suburban
Premium
1
17
762
6
2023-05-04 15:21:39.205850
Average
Yes
Rarely
House
446
13,988
43
Male
26,854
Single
4
Master's
Self-Employed
18.924386
Urban
Basic
1
3
518
4
2023-07-30 15:21:39.276901
Poor
Yes
Daily
House
1,053
13,989
52
Female
26,883
Divorced
4
PhD
Self-Employed
15.85814
Rural
Premium
1
8
511
4
2024-07-20 15:21:39.223390
Poor
No
Rarely
Condo
998
13,990
30
Male
43,720
Single
4
High School
Employed
26.035976
Suburban
Premium
null
19
564
2
2024-01-05 15:21:39.202448
Good
No
Rarely
House
591
13,991
57
Female
7,062
Divorced
2
Bachelor's
Self-Employed
25.361111
Urban
Premium
null
7
698
5
2020-02-10 15:21:39.280784
Poor
Yes
Monthly
Condo
854
13,992
61
Female
43,465
Single
0
Bachelor's
Employed
26.884931
Rural
Basic
null
18
486
3
2022-08-31 15:21:39.134960
Good
No
Weekly
House
293
13,993
42
Female
41,660
Divorced
4
Master's
Self-Employed
3.025549
Rural
Basic
1
12
544
2
2019-12-11 15:21:39.125660
Average
Yes
Weekly
Condo
1,176
13,994
22
Female
128,897
Married
null
Bachelor's
null
20.857647
Urban
Premium
1
5
466
2
2022-07-22 15:21:39.260856
null
Yes
Daily
Apartment
1,854
13,995
35
Male
8,098
Single
4
PhD
null
14.845295
Rural
Premium
0
17
607
3
2020-11-05 15:21:39.245086
Poor
Yes
Daily
House
710
13,996
40
Female
1,607
Single
3
Bachelor's
Employed
null
Rural
Basic
null
9
725
1
2023-02-12 15:21:39.134960
Average
No
Rarely
Apartment
442
13,997
19
Female
2,814
Single
1
High School
Self-Employed
21.177711
Suburban
Premium
2
18
626
6
2023-10-22 15:21:39.155231
Average
Yes
Rarely
House
618
13,998
60
Female
8,638
Single
0
High School
Employed
17.907644
Urban
Comprehensive
0
16
820
8
2023-10-09 15:21:39.254678
Poor
Yes
Weekly
Condo
1,358
13,999
38
Male
20,981
Single
3
High School
null
17.673712
Urban
Basic
null
16
639
1
2022-12-05 15:21:39.194829
Average
No
Weekly
Condo
843