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
49,900
54
Male
2,178
Single
1
High School
null
46.441847
Rural
Basic
1
7
516
3
2022-09-21 15:21:39.245086
Average
Yes
Weekly
Condo
2,178
49,901
58
Male
28,408
Divorced
4
PhD
Unemployed
29.992811
Urban
Premium
3
15
396
3
2020-06-08 15:21:39.276901
null
Yes
Daily
House
2,363
49,902
58
Female
15,963
Single
1
PhD
Unemployed
24.427901
Urban
Premium
1
10
null
1
2022-02-23 15:21:39.259788
Good
Yes
Weekly
Condo
1,094
49,903
53
Female
106,784
Single
2
High School
null
39.289865
Suburban
Basic
1
19
476
4
2020-03-18 15:21:39.278402
Poor
Yes
Rarely
Condo
2,121
49,904
28
Male
14,094
Married
3
PhD
null
43.685748
Rural
Basic
null
13
454
5
2022-12-06 15:21:39.230483
Average
No
Monthly
Condo
1,745
49,905
57
Male
17,093
Single
4
High School
null
31.822294
Rural
Premium
1
4
null
8
2022-03-20 15:21:39.279729
Average
Yes
Rarely
House
562
49,906
64
Male
2,904
Married
3
Bachelor's
null
14.959282
Suburban
Basic
2
9
783
3
2023-06-03 15:21:39.126661
Poor
No
Weekly
Condo
364
49,907
22
Male
92,991
Single
0
Bachelor's
Unemployed
12.583164
Suburban
Basic
0
8
349
4
2023-04-14 15:21:39.287115
null
Yes
Rarely
House
3,858
49,908
48
Male
6,088
Married
3
Bachelor's
Self-Employed
29.783388
Suburban
Basic
null
14
821
2
2022-12-30 15:21:39.230483
Average
Yes
Rarely
Apartment
739
49,909
57
Male
64,482
Married
1
Bachelor's
Unemployed
51.162288
Urban
Comprehensive
0
4
734
1
2022-07-13 15:21:39.176717
Good
Yes
Rarely
Apartment
449
49,910
23
Male
null
Single
4
Master's
null
12.951887
Suburban
Premium
2
1
585
6
2024-05-27 15:21:39.189223
Poor
Yes
Weekly
House
2,416
49,911
29
Female
83,034
Single
1
PhD
Unemployed
41.769779
Rural
Basic
null
1
829
3
2023-08-17 15:21:39.154008
Average
Yes
Monthly
Condo
91
49,912
38
Male
24,116
Divorced
0
Master's
Self-Employed
21.812996
Rural
Premium
2
9
810
8
2021-05-13 15:21:39.274993
Good
Yes
Monthly
House
1,221
49,913
57
Female
1,668
Single
0
PhD
Unemployed
31.901764
Rural
Basic
2
13
706
8
2020-03-27 15:21:39.208842
Good
No
Daily
Apartment
32
49,914
59
Male
5,766
Married
4
PhD
Employed
28.392629
Rural
Premium
0
5
464
9
2023-09-12 15:21:39.092127
Average
Yes
Monthly
House
882
49,915
49
Male
74,854
Married
1
Bachelor's
Self-Employed
9.377829
Suburban
Premium
0
8
430
5
2022-11-24 15:21:39.189223
Poor
No
Monthly
Apartment
1,798
49,916
62
Male
22,843
Single
1
Bachelor's
Employed
37.857172
Suburban
Basic
0
18
347
9
2019-12-28 15:21:39.274993
Poor
Yes
Daily
House
1,032
49,917
55
Male
44,634
null
null
PhD
Unemployed
50.707581
Suburban
Basic
null
3
null
4
2020-05-24 15:21:39.283783
Good
Yes
Rarely
Apartment
1,452
49,918
34
Female
1,077
Divorced
4
High School
Self-Employed
24.162814
Urban
Comprehensive
2
7
847
9
2020-06-05 15:21:39.122134
Poor
Yes
Rarely
Apartment
837
49,919
32
Male
96,527
Married
3
PhD
Employed
41.569352
Urban
Basic
0
13
null
7
2022-09-18 15:21:39.155231
Poor
No
Monthly
House
143
49,920
30
Female
29,190
Divorced
4
Bachelor's
Unemployed
36.61102
Urban
Basic
null
16
685
1
2022-12-12 15:21:39.194829
Good
No
Monthly
Apartment
1,452
49,921
32
Male
35,318
Divorced
3
Master's
Unemployed
35.901831
Urban
Comprehensive
1
2
782
7
2020-11-28 15:21:39.237118
Average
Yes
Weekly
Apartment
856
49,922
59
Female
21,154
Married
0
High School
null
35.569361
Suburban
Comprehensive
null
5
718
8
2023-07-22 15:21:39.204790
Good
Yes
Daily
Condo
969
49,923
58
Female
35,200
Divorced
1
Master's
null
26.926281
Rural
Premium
null
15
567
5
2023-06-12 15:21:39.081504
Good
No
Daily
Condo
2,834
49,924
42
Female
54,969
Divorced
4
High School
Self-Employed
51.844684
Rural
Basic
1
6
829
6
2021-02-26 15:21:39.254678
Good
Yes
Monthly
Condo
2,590
49,925
31
Male
17,001
Single
3
PhD
Self-Employed
33.593837
Rural
Comprehensive
0
12
574
5
2024-07-16 15:21:39.174719
Poor
Yes
Monthly
Apartment
3,268
49,926
30
Female
null
Divorced
4
Master's
Unemployed
51.874503
Urban
Comprehensive
1
8
623
3
2023-06-08 15:21:39.133866
Average
Yes
Monthly
Apartment
1,170
49,927
25
Male
10,569
Divorced
0
High School
Employed
49.406574
Urban
Basic
null
10
774
7
2020-05-11 15:21:39.280784
Poor
Yes
Weekly
Condo
1,965
49,928
43
Male
15,886
Single
1
Bachelor's
Unemployed
12.92316
Suburban
Comprehensive
0
2
711
9
2020-11-21 15:21:39.211806
null
No
Daily
Condo
809
49,929
20
Male
3,563
Divorced
3
Bachelor's
null
null
Urban
Premium
0
8
573
8
2021-04-24 15:21:39.096739
Good
No
Daily
Condo
1,092
49,930
25
Female
28,321
Divorced
1
PhD
Employed
28.094446
Urban
Premium
0
7
814
9
2021-05-02 15:21:39.134960
Poor
Yes
Monthly
House
515
49,931
29
Male
16,892
Married
2
Master's
Self-Employed
50.938743
Rural
Comprehensive
3
15
603
1
2022-07-31 15:21:39.133866
Poor
Yes
Daily
House
762
49,932
39
Male
53,828
Single
0
PhD
null
27.979261
Urban
Basic
null
13
319
9
2020-11-13 15:21:39.187211
Good
No
Weekly
House
1,636
49,933
23
Female
31,003
Married
2
Bachelor's
Employed
18.457544
Rural
Comprehensive
2
12
714
6
2021-08-29 15:21:39.134960
Good
Yes
Weekly
Condo
610
49,934
51
Male
null
Divorced
2
Master's
Employed
6.774451
Suburban
Premium
1
10
372
8
2022-06-04 15:21:39.082499
null
No
Weekly
Condo
3,566
49,935
33
Female
5,892
Single
3
PhD
Self-Employed
47.926298
Urban
Premium
null
9
369
8
2021-05-10 15:21:39.219432
null
No
Daily
Apartment
2,698
49,936
63
Female
6,909
Single
4
Bachelor's
Self-Employed
14.826807
Suburban
Comprehensive
null
19
802
8
2023-07-02 15:21:39.120168
Poor
No
Daily
Condo
1,022
49,937
48
Male
1,480
Married
2
Master's
Unemployed
13.953444
Urban
Comprehensive
2
15
764
9
2024-02-29 15:21:39.084065
Good
No
Daily
Condo
1,508
49,938
56
Male
null
Divorced
1
PhD
Employed
29.703337
Suburban
Basic
2
7
791
2
2023-12-16 15:21:39.229482
Good
No
Monthly
Condo
3,566
49,939
21
Male
14,178
Single
1
PhD
Unemployed
44.848608
Suburban
Comprehensive
0
0
576
2
2024-03-25 15:21:39.199447
Average
Yes
Monthly
House
489
49,940
60
Male
25,662
Single
3
Bachelor's
Employed
31.596126
Urban
Comprehensive
null
6
588
2
2022-07-29 15:21:39.134960
Average
No
Daily
Apartment
110
49,941
19
Male
30,364
Married
3
High School
Unemployed
23.859692
Suburban
Premium
0
18
848
9
2019-11-25 15:21:39.092127
Average
Yes
Rarely
House
1,059
49,942
51
Male
29,585
Married
1
High School
null
19.277415
Suburban
Basic
1
14
804
9
2022-08-08 15:21:39.183598
Average
No
Rarely
Apartment
1,783
49,943
31
Male
46,303
Married
3
Master's
Self-Employed
11.366951
Urban
Basic
null
2
565
5
2022-05-26 15:21:39.090124
Average
Yes
Monthly
Condo
132
49,944
26
Female
798
Divorced
3
Bachelor's
null
11.479962
Urban
Comprehensive
null
13
477
7
2023-07-14 15:21:39.152732
Average
Yes
Monthly
Condo
1,363
49,945
47
Male
43,974
Single
4
PhD
Employed
24.717198
Suburban
Premium
0
14
661
4
2020-07-14 15:21:39.084065
Poor
No
Monthly
House
816
49,946
44
Male
9,984
Divorced
0
High School
null
22.827558
Urban
Premium
1
13
681
1
2020-04-18 15:21:39.155231
Poor
No
Rarely
Condo
2,122
49,947
44
Male
26,700
Divorced
2
High School
Employed
13.943709
Rural
Premium
0
16
722
1
2021-03-13 15:21:39.221386
Good
Yes
Monthly
House
722
49,948
20
Male
23,792
Married
4
PhD
null
31.495636
Rural
Basic
null
7
467
8
2021-04-04 15:21:39.167099
Poor
Yes
Rarely
Apartment
1,122
49,949
63
Male
4,861
Single
null
Bachelor's
Self-Employed
18.878407
Suburban
Basic
0
13
336
8
2019-11-25 15:21:39.080440
null
Yes
Rarely
Apartment
932
49,950
27
Female
2,832
Married
1
Master's
null
36.967291
Suburban
Premium
2
19
685
2
2020-08-08 15:21:39.150730
Good
Yes
Daily
Condo
1,793
49,951
63
Female
1,608
Single
2
High School
Unemployed
30.382909
Suburban
Comprehensive
0
3
514
7
2019-09-03 15:21:39.185215
Poor
Yes
Daily
Condo
453
49,952
31
Male
65,746
Divorced
2
Master's
Self-Employed
35.534845
Suburban
Basic
1
5
443
9
2022-01-02 15:21:39.151732
Poor
No
Weekly
Condo
253
49,953
38
Female
30,333
Single
3
PhD
null
17.556935
Rural
Comprehensive
null
0
745
9
2021-09-02 15:21:39.283783
Good
Yes
Monthly
House
553
49,954
57
Male
13,214
Divorced
3
High School
null
17.68697
Suburban
Comprehensive
0
4
845
3
2021-10-20 15:21:39.279729
Good
Yes
Weekly
Apartment
1,513
49,955
40
Female
71,721
Single
2
Master's
null
39.64189
Rural
Premium
1
1
422
6
2023-02-11 15:21:39.263607
Good
Yes
Monthly
House
642
49,956
36
Female
40,296
Married
0
Master's
Employed
13.84855
Suburban
Premium
1
1
847
2
2021-01-09 15:21:39.225916
Poor
Yes
Rarely
Condo
655
49,957
60
Female
23,981
Married
4
PhD
null
7.547696
Suburban
Premium
null
13
null
1
2019-08-18 15:21:39.218388
Average
No
Daily
Condo
1,116
49,958
45
Male
3,065
Single
3
Bachelor's
null
9.084741
Rural
Premium
2
11
636
3
2022-03-29 15:21:39.211806
Average
Yes
Rarely
House
1,616
49,959
36
Male
1,153
Divorced
null
Bachelor's
Self-Employed
42.255736
Suburban
Basic
1
13
381
2
2022-04-09 15:21:39.288099
Good
Yes
Monthly
Condo
2,660
49,960
57
Female
43,878
Single
1
PhD
null
39.611604
Rural
Comprehensive
0
10
629
5
2022-09-26 15:21:39.179186
null
Yes
Monthly
Apartment
1,073
49,961
55
Female
6,093
Married
2
High School
Unemployed
10.816191
Urban
Comprehensive
1
9
690
3
2020-02-14 15:21:39.134960
Good
Yes
Weekly
House
1,356
49,962
36
Male
12,984
Divorced
4
High School
Employed
16.171708
Urban
Premium
null
10
725
6
2022-03-09 15:21:39.209847
Good
No
Weekly
Apartment
778
49,963
59
Female
14,881
Single
3
Bachelor's
null
20.141659
Suburban
Comprehensive
null
10
607
9
2020-08-22 15:21:39.261856
Average
Yes
Daily
House
1,276
49,964
28
Male
37,354
Single
1
Bachelor's
null
29.039057
Rural
Premium
0
6
null
6
2020-05-20 15:21:39.086123
Poor
No
Rarely
Apartment
1,131
49,965
50
Male
34,991
Single
0
Bachelor's
Unemployed
29.534931
Rural
Basic
0
3
782
3
2020-03-22 15:21:39.237118
Poor
No
Daily
Condo
497
49,966
44
Male
1,457
Single
3
Master's
null
5.746456
Urban
Comprehensive
3
3
788
6
2020-04-08 15:21:39.182597
Poor
Yes
Monthly
Condo
1,186
49,967
35
Male
30,984
Single
2
Master's
Employed
17.816391
Rural
Basic
null
12
607
2
2024-04-30 15:21:39.176717
Average
No
Weekly
House
1,022
49,968
60
Male
34,248
Divorced
2
High School
Self-Employed
37.868103
Suburban
Premium
3
1
468
4
2022-07-02 15:21:39.099739
Poor
No
Daily
Apartment
1,734
49,969
46
Female
58,856
Divorced
4
Bachelor's
Unemployed
23.41884
Urban
Comprehensive
null
10
844
1
2022-01-01 15:21:39.217387
null
No
Monthly
Apartment
26
49,970
53
Male
1,314
null
0
Master's
Employed
42.13145
Suburban
Comprehensive
null
4
373
4
2024-05-14 15:21:39.104139
Good
Yes
Rarely
Condo
837
49,971
38
Female
110,470
Married
0
High School
Unemployed
13.361898
Rural
Basic
0
15
833
8
2022-02-16 15:21:39.261856
Average
No
Weekly
House
121
49,972
34
Male
106,160
Single
3
Bachelor's
null
21.265559
Rural
Basic
0
15
576
1
2020-07-24 15:21:39.167099
Good
No
Weekly
Apartment
151
49,973
42
Male
45,252
Single
2
PhD
Unemployed
6.849694
Suburban
Premium
1
19
null
3
2022-08-05 15:21:39.289099
null
Yes
Weekly
Condo
1,520
49,974
51
Male
55,731
Divorced
2
Bachelor's
Unemployed
10.717221
Rural
Premium
null
6
399
2
2021-01-09 15:21:39.205850
Good
Yes
Monthly
House
752
49,975
50
Male
10,539
Divorced
0
PhD
Employed
26.656025
Rural
Comprehensive
1
7
733
3
2023-03-01 15:21:39.155231
Average
Yes
Daily
Apartment
744
49,976
21
Male
34,962
Single
null
Bachelor's
Unemployed
22.31006
Rural
Comprehensive
0
10
332
3
2021-06-30 15:21:39.096739
Poor
Yes
Daily
Condo
535
49,977
21
Male
16,196
Married
4
Master's
null
32.818598
Urban
Basic
0
18
827
4
2024-05-19 15:21:39.174719
Average
Yes
Rarely
House
656
49,978
60
Male
47,428
Divorced
0
Bachelor's
Unemployed
null
Suburban
Basic
null
2
427
1
2020-09-15 15:21:39.288099
Poor
No
Weekly
Condo
3,120
49,979
19
Female
4,881
Married
2
Master's
Self-Employed
31.383879
Suburban
Comprehensive
4
0
593
4
2023-07-17 15:21:39.134960
Average
Yes
Daily
Apartment
1,181
49,980
37
Female
8,035
Single
4
PhD
Self-Employed
18.937364
Suburban
Basic
null
13
512
3
2021-09-28 15:21:39.169102
Good
Yes
Rarely
Apartment
1,013
49,981
40
Female
39,115
Single
2
High School
Employed
21.047823
Suburban
Premium
null
4
null
1
2024-08-01 15:21:39.245086
Average
No
Weekly
Apartment
2,145
49,982
62
Male
49,061
Divorced
3
High School
null
13.242477
Rural
Premium
3
3
324
9
2020-04-15 15:21:39.218388
Poor
No
Rarely
House
1,503
49,983
63
Female
24,264
Married
2
PhD
Employed
32.169745
Urban
Premium
2
15
476
4
2023-12-20 15:21:39.279729
Good
No
Monthly
House
583
49,984
51
Female
28,450
Married
0
PhD
Unemployed
9.938592
Rural
Premium
null
13
676
8
2020-03-09 15:21:39.134960
Good
No
Monthly
House
526
49,985
27
Female
24,706
Divorced
4
High School
Unemployed
4.6114
Suburban
Premium
0
3
null
5
2024-05-20 15:21:39.155231
null
Yes
Monthly
Apartment
532
49,986
64
Male
16,665
Single
null
PhD
Employed
44.717924
Suburban
Basic
null
4
371
3
2024-06-23 15:21:39.287115
Good
No
Monthly
House
2,114
49,987
23
Male
null
Married
2
High School
Self-Employed
9.181302
Suburban
Basic
0
15
393
4
2024-07-31 15:21:39.208842
Good
No
Rarely
House
1,624
49,988
59
Female
65,878
Married
1
PhD
null
29.543404
Suburban
Comprehensive
0
15
456
4
2024-02-01 15:21:39.149731
Average
Yes
Rarely
Apartment
554
49,989
61
Male
12,196
Married
4
Master's
Self-Employed
21.343618
Urban
Comprehensive
2
2
835
8
2024-03-05 15:21:39.237118
Average
No
Weekly
Apartment
775
49,990
28
Male
825
Single
4
PhD
Unemployed
21.955291
Suburban
Comprehensive
null
19
748
6
2023-03-25 15:21:39.237118
Poor
No
Daily
House
24
49,991
41
Male
8,077
Divorced
1
Bachelor's
null
21.845554
Suburban
Premium
null
15
635
9
2021-01-02 15:21:39.155231
Average
Yes
Rarely
Apartment
244
49,992
50
Male
11,589
Divorced
4
Bachelor's
null
43.818594
Rural
Premium
0
5
591
8
2021-05-05 15:21:39.172097
Average
Yes
Daily
Condo
1,137
49,993
57
Female
90,848
Divorced
2
Bachelor's
Unemployed
42.726123
Suburban
Basic
0
1
303
5
2023-02-02 15:21:39.276901
Poor
Yes
Weekly
Condo
710
49,994
56
Female
64,908
Divorced
1
High School
Unemployed
28.064889
Rural
Premium
0
12
334
1
2021-04-28 15:21:39.155231
Good
Yes
Rarely
House
1,593
49,995
59
Female
null
Divorced
3
High School
null
30.69067
Suburban
Premium
1
1
494
3
2019-12-05 15:21:39.211806
null
No
Weekly
Apartment
952
49,996
27
Female
2,514
Single
1
Bachelor's
Unemployed
36.675058
Rural
Comprehensive
null
14
650
3
2022-11-28 15:21:39.134960
Poor
No
Weekly
House
123
49,997
41
Female
996
Married
0
High School
Unemployed
42.162964
Suburban
Basic
2
11
543
9
2021-07-08 15:21:39.085129
Good
No
Monthly
Apartment
2,161
49,998
26
Male
7,890
Divorced
3
Bachelor's
Employed
35.749597
Suburban
Premium
null
19
552
3
2022-08-07 15:21:39.175719
Poor
No
Rarely
Condo
882
49,999
54
Male
40,552
Married
2
Bachelor's
null
24.735161
Suburban
Basic
null
18
null
6
2022-09-04 15:21:39.091080
Average
No
Daily
House
466