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
1,179,900
47
Female
16,892
Divorced
1
Master's
Employed
7.906187
Rural
Comprehensive
3
14
null
6
2022-09-28 15:21:39.173834
Average
Yes
Rarely
House
1,129
1,179,901
64
Male
37,486
Single
1
High School
Self-Employed
39.824054
Suburban
Basic
2
10
806
2
2020-10-13 15:21:39.155231
Good
Yes
Rarely
Apartment
2,344
1,179,902
23
Female
2,770
Single
2
Master's
null
29.707312
Urban
Basic
null
3
null
2
2023-07-02 15:21:39.155231
Good
No
Monthly
Apartment
120
1,179,903
57
Male
17,107
Divorced
1
High School
Employed
21.180584
Suburban
Premium
1
15
614
6
2023-11-16 15:21:39.128286
Average
No
Monthly
House
1,171
1,179,904
23
Male
38,133
Single
0
Bachelor's
Self-Employed
23.038892
Suburban
Basic
2
7
441
9
2021-08-26 15:21:39.285112
Good
Yes
Weekly
Apartment
1,074
1,179,905
48
Male
63,825
Single
3
Master's
null
45.61184
Rural
Premium
null
0
352
3
2020-11-15 15:21:39.191219
Poor
No
Daily
Apartment
497
1,179,906
61
Female
2,386
Married
3
PhD
Employed
33.835379
Rural
Premium
1
4
476
6
2024-01-21 15:21:39.093681
Poor
No
Daily
Apartment
638
1,179,907
53
Female
20,565
Married
4
PhD
Employed
35.487401
Suburban
Premium
null
0
509
5
2022-12-01 15:21:39.194829
Poor
Yes
Weekly
Condo
1,372
1,179,908
28
Male
44,234
Single
1
Master's
Self-Employed
6.89807
Rural
Comprehensive
null
6
704
2
2021-03-25 15:21:39.237118
Poor
No
Daily
Apartment
1,301
1,179,909
52
Female
64,913
null
3
PhD
Unemployed
4.095355
Urban
Premium
2
1
472
2
2022-07-11 15:21:39.155231
Poor
Yes
Daily
Apartment
28
1,179,910
27
Female
18,380
Divorced
1
High School
Unemployed
null
Urban
Comprehensive
2
7
552
1
2022-07-15 15:21:39.274993
Poor
Yes
Monthly
Condo
809
1,179,911
58
Male
65,460
Divorced
1
High School
Unemployed
50.018747
Urban
Premium
0
0
538
9
2023-11-14 15:21:39.126661
Good
Yes
Rarely
Apartment
2,355
1,179,912
49
Male
62,482
Married
null
Master's
Unemployed
35.944463
Rural
Premium
null
7
388
2
2023-07-22 15:21:39.185215
Poor
Yes
Daily
Apartment
1,137
1,179,913
34
Male
30,472
Divorced
1
Bachelor's
null
13.836114
Suburban
Comprehensive
null
3
636
3
2022-04-24 15:21:39.237118
Poor
No
Rarely
Apartment
472
1,179,914
63
Male
null
Divorced
4
PhD
null
18.828161
Suburban
Comprehensive
null
19
342
7
2021-05-29 15:21:39.124659
Poor
No
Monthly
Apartment
539
1,179,915
22
Female
43,947
Single
4
PhD
Self-Employed
36.323935
Suburban
Comprehensive
3
8
683
9
2022-12-10 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,807
1,179,916
53
Female
2,492
Married
4
PhD
Unemployed
28.897243
Urban
Comprehensive
null
18
484
2
2020-07-12 15:21:39.268507
Good
Yes
Weekly
Condo
1,393
1,179,917
18
Male
12,345
Married
0
Master's
null
19.845799
Rural
Premium
3
7
679
5
2019-11-07 15:21:39.210805
Average
No
Monthly
Condo
964
1,179,918
53
Male
60,948
Single
2
PhD
null
15.811897
Rural
Basic
1
4
321
9
2022-04-10 15:21:39.112553
Poor
No
Daily
Condo
371
1,179,919
37
Female
30,634
Divorced
0
PhD
null
27.589512
Suburban
Comprehensive
1
5
781
4
2022-01-30 15:21:39.134960
Poor
No
Rarely
House
1,697
1,179,920
39
Male
30,377
Married
1
Bachelor's
Employed
7.39801
Suburban
Comprehensive
0
0
null
6
2021-10-05 15:21:39.094752
Good
No
Daily
House
782
1,179,921
62
Male
18,644
Divorced
0
High School
Self-Employed
22.93612
Urban
Comprehensive
null
4
764
8
2020-12-31 15:21:39.150730
Poor
Yes
Weekly
Condo
764
1,179,922
43
Female
59,810
Single
3
PhD
Self-Employed
18.27138
Rural
Basic
2
4
504
1
2020-09-12 15:21:39.155231
Average
Yes
Weekly
Apartment
642
1,179,923
24
Male
6,077
Divorced
2
High School
null
17.929073
Suburban
Comprehensive
0
11
644
8
2023-09-01 15:21:39.144722
Average
No
Weekly
Apartment
1,479
1,179,924
64
Female
4,816
Single
4
Master's
null
24.247217
Suburban
Premium
1
8
577
3
2021-01-14 15:21:39.128286
Good
No
Daily
House
305
1,179,925
44
Female
17,053
Divorced
0
Bachelor's
Unemployed
24.484478
Urban
Premium
null
16
844
9
2024-05-03 15:21:39.205850
Poor
No
Weekly
Apartment
871
1,179,926
46
Female
5,929
Divorced
2
PhD
null
18.981054
Suburban
Basic
null
9
759
1
2020-09-21 15:21:39.093681
Good
No
Rarely
Condo
69
1,179,927
48
Male
25,863
Married
0
Bachelor's
null
25.845695
Suburban
Comprehensive
1
1
498
3
2020-07-17 15:21:39.155231
Poor
No
Daily
Condo
1,136
1,179,928
37
Male
4,825
Divorced
1
Bachelor's
Employed
38.709933
Suburban
Basic
2
1
761
6
2022-06-27 15:21:39.237118
Average
No
Monthly
House
408
1,179,929
null
Female
10,171
Single
null
Bachelor's
Self-Employed
null
Suburban
Premium
0
15
690
6
2020-09-29 15:21:39.126661
Poor
Yes
Daily
Condo
1,670
1,179,930
57
Male
9,750
Single
4
High School
Unemployed
49.085141
Urban
Basic
null
10
665
8
2023-05-28 15:21:39.117183
Poor
No
Monthly
Apartment
650
1,179,931
62
Male
15,458
Married
2
Master's
null
20.234448
Urban
Basic
1
3
null
2
2022-04-09 15:21:39.106582
Average
No
Daily
Condo
1,471
1,179,932
43
Female
96,429
Single
4
Bachelor's
Employed
23.958697
Rural
Premium
1
12
805
9
2024-03-23 15:21:39.080440
null
Yes
Monthly
Apartment
37
1,179,933
41
Female
16,647
Divorced
1
Bachelor's
Employed
47.502925
Suburban
Premium
0
18
null
2
2022-06-05 15:21:39.281787
Good
Yes
Monthly
House
538
1,179,934
44
Male
129,842
Divorced
1
High School
Employed
39.908157
Rural
Comprehensive
null
15
null
2
2019-12-02 15:21:39.155231
Poor
No
Daily
House
2,156
1,179,935
21
Female
1,544
Married
0
High School
Unemployed
31.482022
Rural
Premium
0
1
783
3
2024-02-16 15:21:39.232526
Poor
Yes
Weekly
House
240
1,179,936
39
Male
24,240
Single
1
Master's
Employed
21.804157
Urban
Basic
1
19
614
7
2020-07-20 15:21:39.285112
Good
No
Weekly
Apartment
727
1,179,937
47
Female
null
Single
2
Bachelor's
null
26.374291
Suburban
Premium
0
9
null
7
2024-03-06 15:21:39.091080
null
Yes
Monthly
House
2,059
1,179,938
55
Female
null
null
3
Bachelor's
Unemployed
51.935615
Suburban
Comprehensive
1
7
null
8
2019-09-20 15:21:39.121169
null
Yes
Monthly
Condo
2,437
1,179,939
31
Female
40,983
Divorced
2
Master's
null
5.881311
Urban
Comprehensive
1
12
847
5
2020-07-21 15:21:39.155231
Poor
No
Rarely
Condo
706
1,179,940
47
Female
29,096
Divorced
1
Master's
Unemployed
26.412931
Suburban
Comprehensive
null
8
677
7
2023-07-21 15:21:39.264504
Average
No
Rarely
Condo
547
1,179,941
38
Male
46,649
Single
1
High School
null
35.818747
Urban
Comprehensive
2
10
641
5
2024-03-01 15:21:39.131192
Poor
No
Rarely
House
2,184
1,179,942
18
Male
20,862
Single
4
PhD
Self-Employed
16.717644
Rural
Comprehensive
1
0
496
8
2023-06-06 15:21:39.134960
Good
Yes
Rarely
Apartment
2,388
1,179,943
48
Female
29,389
Divorced
3
PhD
Self-Employed
29.12088
Suburban
Basic
0
12
622
7
2022-04-04 15:21:39.092127
Average
No
Daily
Apartment
1,045
1,179,944
63
Male
131,580
Single
1
High School
null
20.23733
Urban
Comprehensive
0
8
728
2
2020-12-10 15:21:39.148733
Poor
No
Weekly
House
163
1,179,945
29
Female
354
Married
3
Master's
Employed
30.967432
Rural
Premium
1
18
783
9
2024-01-08 15:21:39.134960
Poor
No
Daily
House
929
1,179,946
32
Female
34,651
Single
2
PhD
null
46.988644
Suburban
Premium
0
16
408
5
2022-11-24 15:21:39.197445
Poor
No
Weekly
Condo
822
1,179,947
60
Female
16,050
Divorced
0
Master's
null
18.642637
Urban
Basic
1
0
761
8
2021-08-04 15:21:39.207847
Poor
Yes
Daily
Condo
164
1,179,948
33
Male
45,927
Divorced
0
High School
Unemployed
41.261421
Rural
Comprehensive
1
7
310
2
2022-11-13 15:21:39.237118
Poor
Yes
Daily
Apartment
2,182
1,179,949
63
Female
829
Single
null
PhD
Self-Employed
22.977281
Urban
Premium
null
2
828
9
2021-11-08 15:21:39.082499
null
Yes
Monthly
House
378
1,179,950
47
Female
15,556
Married
1
PhD
Employed
14.498919
Suburban
Premium
2
7
746
1
2024-06-07 15:21:39.124659
Average
Yes
Rarely
House
736
1,179,951
51
Female
25,441
Single
3
High School
null
3.388078
Urban
Comprehensive
1
15
611
3
2020-01-08 15:21:39.290098
Good
Yes
Daily
Apartment
496
1,179,952
28
Male
51,741
Single
1
High School
Self-Employed
12.057675
Suburban
Comprehensive
0
0
547
9
2023-08-26 15:21:39.269494
Poor
No
Daily
Condo
376
1,179,953
52
Male
15,861
Married
4
High School
Employed
50.465926
Urban
Comprehensive
0
2
597
2
2023-09-23 15:21:39.146733
Average
No
Rarely
Condo
111
1,179,954
27
Female
30,272
Married
null
Bachelor's
null
22.9343
Rural
Basic
1
3
683
9
2022-03-01 15:21:39.206847
Average
No
Daily
Condo
1,811
1,179,955
61
Male
44,967
Divorced
1
Master's
null
19.932805
Rural
Premium
null
15
740
3
2020-01-23 15:21:39.096739
Good
No
Rarely
Apartment
926
1,179,956
60
Male
138,533
Single
1
Bachelor's
Employed
null
Rural
Comprehensive
1
0
null
2
2023-07-23 15:21:39.166062
Poor
No
Rarely
Apartment
434
1,179,957
27
Female
26,667
Divorced
1
High School
Self-Employed
29.037259
Suburban
Basic
1
18
836
6
2022-01-27 15:21:39.189223
Average
No
Daily
Apartment
463
1,179,958
31
Male
9,094
Single
2
Master's
null
29.039875
Urban
Comprehensive
1
19
746
8
2021-05-16 15:21:39.097737
Good
Yes
Monthly
House
596
1,179,959
50
Female
56,466
Single
3
Bachelor's
null
12.898693
Suburban
Comprehensive
null
2
417
6
2024-08-09 15:21:39.145732
Good
No
Rarely
Apartment
1,004
1,179,960
18
Female
null
Single
4
Master's
null
10.446225
Urban
Comprehensive
2
19
577
6
2020-11-15 15:21:39.134960
Average
Yes
Rarely
Condo
37
1,179,961
43
Female
4,365
Single
4
Master's
Unemployed
41.671742
Rural
Premium
0
3
689
4
2020-01-01 15:21:39.279729
Good
No
Weekly
Apartment
2,200
1,179,962
48
Male
38,216
Single
2
PhD
Unemployed
38.726103
Urban
Comprehensive
3
7
433
3
2021-07-24 15:21:39.155231
Poor
No
Rarely
Condo
782
1,179,963
59
Male
46,232
Single
0
Master's
Unemployed
11.734669
Urban
Premium
2
12
379
1
2020-02-25 15:21:39.237118
Good
No
Monthly
Condo
1,213
1,179,964
47
Female
16,427
Married
1
PhD
Employed
27.955185
Rural
Comprehensive
null
13
510
5
2020-10-29 15:21:39.145732
Good
Yes
Rarely
Apartment
781
1,179,965
35
Male
63,198
Married
1
High School
Employed
6.602775
Suburban
Comprehensive
0
15
423
9
2021-09-01 15:21:39.290098
Average
Yes
Rarely
Apartment
1,303
1,179,966
57
Male
67,588
Married
3
Master's
null
29.519461
Rural
Basic
1
16
null
2
2021-01-19 15:21:39.221386
Average
No
Daily
Apartment
4,910
1,179,967
54
Male
23,983
Divorced
null
Bachelor's
Employed
7.369547
Urban
Premium
2
7
528
7
2019-11-02 15:21:39.279729
Average
Yes
Weekly
Apartment
2,579
1,179,968
52
Female
1,415
Divorced
3
High School
Self-Employed
23.038491
Urban
Basic
0
13
597
3
2023-11-01 15:21:39.201446
Average
No
Rarely
Condo
28
1,179,969
53
Male
65,748
Married
1
PhD
Employed
22.746267
Suburban
Comprehensive
1
10
null
8
2022-02-02 15:21:39.251142
Good
No
Rarely
House
50
1,179,970
36
Male
49,867
Single
0
PhD
Unemployed
49.638403
Urban
Comprehensive
0
15
350
9
2023-07-05 15:21:39.120168
Good
Yes
Weekly
Apartment
1,037
1,179,971
26
Female
16,245
Married
null
High School
Self-Employed
37.484418
Rural
Basic
2
13
null
2
2021-08-21 15:21:39.105504
Poor
Yes
Monthly
House
494
1,179,972
19
Female
null
Married
3
Master's
Self-Employed
15.785745
Suburban
Premium
null
15
348
3
2024-05-17 15:21:39.271453
Good
Yes
Daily
Condo
885
1,179,973
41
Male
17,272
Single
0
PhD
Self-Employed
15.753552
Rural
Comprehensive
1
15
717
2
2020-04-20 15:21:39.109552
Poor
Yes
Monthly
House
453
1,179,974
41
Female
41,389
Divorced
0
PhD
Employed
17.093611
Rural
Basic
0
19
688
7
2020-07-29 15:21:39.250151
Good
No
Weekly
Condo
1,070
1,179,975
58
Male
null
Single
3
High School
Self-Employed
27.354897
Urban
Basic
null
8
391
4
2024-01-09 15:21:39.237118
Average
Yes
Rarely
Condo
1,746
1,179,976
37
Female
21,381
Single
2
Master's
Employed
28.233098
Urban
Comprehensive
2
19
363
8
2023-09-07 15:21:39.202448
Poor
No
Monthly
Condo
512
1,179,977
58
Female
15,961
Single
2
High School
Self-Employed
8.454626
Suburban
Premium
null
1
733
4
2023-03-08 15:21:39.204790
Poor
Yes
Rarely
Condo
1,506
1,179,978
34
Female
19,345
Divorced
3
Master's
Unemployed
32.91963
Rural
Basic
null
9
381
4
2023-05-16 15:21:39.252145
Average
Yes
Monthly
Apartment
2,169
1,179,979
41
Female
5,091
Divorced
1
Bachelor's
Unemployed
24.474499
Rural
Basic
2
17
673
6
2024-08-15 15:21:39.215386
Average
Yes
Daily
Apartment
553
1,179,980
31
Female
43,463
Divorced
2
High School
Self-Employed
11.923175
Rural
Basic
1
11
758
4
2019-11-20 15:21:39.182597
Good
Yes
Daily
Apartment
1,313
1,179,981
27
Female
3,698
Single
1
High School
Unemployed
null
Urban
Comprehensive
1
0
597
1
2019-09-08 15:21:39.228521
null
Yes
Daily
Condo
581
1,179,982
52
Male
34,693
Divorced
2
High School
Unemployed
27.887213
Suburban
Basic
1
13
513
2
2021-02-28 15:21:39.211806
Poor
No
Rarely
House
1,724
1,179,983
33
Male
null
Married
2
Master's
Self-Employed
12.92261
Suburban
Premium
0
10
705
7
2020-12-25 15:21:39.145732
Average
Yes
Monthly
House
177
1,179,984
48
Male
4,231
Single
3
Master's
null
20.096069
Urban
Basic
0
16
null
4
2022-06-06 15:21:39.194829
Average
No
Daily
Condo
3,118
1,179,985
36
Male
72,688
Single
2
PhD
Unemployed
25.792475
Suburban
Basic
1
18
589
1
2023-10-19 15:21:39.206847
Good
Yes
Rarely
House
111
1,179,986
18
Female
17,882
Divorced
0
Bachelor's
Employed
50.827294
Rural
Comprehensive
0
18
653
2
2024-03-26 15:21:39.155231
Good
Yes
Monthly
Apartment
1,482
1,179,987
49
Male
8,881
Divorced
2
PhD
Self-Employed
19.939364
Rural
Comprehensive
0
0
588
5
2021-05-01 15:21:39.155231
Good
No
Rarely
Apartment
20
1,179,988
42
Female
24,293
Married
2
High School
Self-Employed
9.29692
Urban
Basic
null
12
445
5
2022-08-15 15:21:39.250151
Poor
No
Rarely
House
618
1,179,989
31
Male
17,350
Married
3
PhD
Unemployed
22.919762
Urban
Basic
1
2
null
1
2023-11-18 15:21:39.091080
Good
Yes
Monthly
Apartment
25
1,179,990
22
Female
5,812
Single
1
PhD
Employed
14.396026
Rural
Comprehensive
null
0
640
7
2023-02-27 15:21:39.126661
Poor
Yes
Daily
Apartment
890
1,179,991
62
Female
4,814
Divorced
2
Bachelor's
null
33.235819
Rural
Comprehensive
4
2
null
6
2021-12-05 15:21:39.166062
null
No
Daily
Condo
1,330
1,179,992
50
Male
12,617
Single
2
Master's
Self-Employed
33.099729
Rural
Basic
0
17
822
5
2021-07-01 15:21:39.187211
Poor
No
Daily
Apartment
2,027
1,179,993
35
Male
20,293
Married
4
Master's
Employed
7.548744
Urban
Basic
0
15
null
1
2022-04-20 15:21:39.164044
Average
Yes
Rarely
Apartment
2,162
1,179,994
38
Female
23,708
Divorced
0
Bachelor's
Employed
6.836675
Urban
Premium
2
8
575
6
2020-11-16 15:21:39.237118
Good
Yes
Weekly
House
481
1,179,995
45
Male
84,439
Married
1
High School
Employed
35.890835
Suburban
Basic
3
0
433
8
2023-12-28 15:21:39.208842
Good
Yes
Monthly
House
492
1,179,996
53
Female
30,709
Married
2
PhD
Employed
32.343351
Urban
Comprehensive
1
19
636
8
2023-05-24 15:21:39.092127
Average
Yes
Weekly
House
1,534
1,179,997
58
Female
26,981
Single
3
PhD
Employed
14.259857
Rural
Basic
0
19
744
4
2024-06-15 15:21:39.134960
Good
Yes
Monthly
House
1,726
1,179,998
33
Male
106,674
Divorced
3
High School
null
3.482598
Rural
Comprehensive
1
7
328
6
2023-09-05 15:21:39.173834
Average
Yes
Weekly
Apartment
1,308
1,179,999
53
Male
19,503
Single
3
PhD
Unemployed
43.183024
Rural
Premium
1
10
538
6
2020-11-11 15:21:39.080440
Poor
Yes
Rarely
Apartment
1,711