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
1,165,900
26
Male
null
Single
0
PhD
Unemployed
51.569596
Rural
Premium
0
13
596
5
2022-10-21 15:21:39.189223
Average
Yes
Daily
Apartment
1,346
1,165,901
22
Female
4,675
Divorced
1
High School
null
42.740733
Urban
Comprehensive
null
4
null
9
2021-07-08 15:21:39.283783
Average
Yes
Weekly
House
2,091
1,165,902
53
Female
1,258
Single
4
High School
Employed
16.839667
Rural
Premium
2
0
592
3
2023-10-12 15:21:39.186212
Poor
Yes
Monthly
House
803
1,165,903
55
Female
25,761
Married
1
Bachelor's
Self-Employed
38.163379
Rural
Comprehensive
null
16
706
3
2023-08-08 15:21:39.126661
Average
No
Monthly
Condo
872
1,165,904
49
Female
37,156
Single
1
PhD
Unemployed
11.903261
Suburban
Basic
0
2
793
4
2024-07-10 15:21:39.091080
Good
No
Daily
Apartment
466
1,165,905
45
Male
5,518
Married
0
High School
Self-Employed
33.719388
Suburban
Comprehensive
0
0
578
8
2021-08-06 15:21:39.091080
Poor
No
Monthly
Apartment
773
1,165,906
43
Male
21,595
Married
null
PhD
Employed
27.583956
Urban
Basic
0
10
null
6
2024-04-26 15:21:39.102694
Poor
No
Weekly
House
35
1,165,907
27
Female
20,582
Divorced
null
Bachelor's
Unemployed
24.895321
Suburban
Premium
1
4
null
2
2022-07-20 15:21:39.122134
Good
No
Monthly
Apartment
1,438
1,165,908
29
Female
29,130
Divorced
null
High School
null
4.784835
Suburban
Comprehensive
null
14
502
5
2021-06-25 15:21:39.208842
null
Yes
Daily
House
962
1,165,909
23
Female
8,727
Single
1
High School
null
22.766764
Urban
Basic
0
18
755
6
2022-04-05 15:21:39.211806
Average
Yes
Daily
Condo
212
1,165,910
43
Female
65,961
Married
0
Bachelor's
null
null
Rural
Comprehensive
0
2
320
6
2022-01-08 15:21:39.194829
Average
Yes
Daily
Apartment
812
1,165,911
44
Female
49,746
Divorced
4
Master's
Unemployed
36.089693
Urban
Basic
4
10
447
6
2020-10-24 15:21:39.279729
Good
No
Daily
Apartment
2,078
1,165,912
42
Female
27,111
Married
1
Bachelor's
Employed
25.912702
Urban
Basic
0
12
null
3
2022-11-06 15:21:39.247098
Poor
Yes
Rarely
Apartment
1,238
1,165,913
39
Female
20,489
Single
3
PhD
Unemployed
27.787631
Urban
Basic
null
9
664
3
2023-06-06 15:21:39.091080
Good
Yes
Daily
Condo
1,105
1,165,914
34
Female
8,096
Married
2
Master's
Self-Employed
24.964165
Suburban
Premium
0
13
842
4
2022-09-17 15:21:39.155231
Good
Yes
Weekly
Apartment
489
1,165,915
21
Female
1,209
Single
2
Master's
Unemployed
31.348077
Rural
Premium
0
19
493
5
2022-04-06 15:21:39.102694
Poor
No
Rarely
House
519
1,165,916
35
Male
67,551
Divorced
null
Bachelor's
Employed
14.889927
Suburban
Premium
2
2
494
6
2020-01-29 15:21:39.188220
Average
Yes
Rarely
Condo
2,082
1,165,917
58
Male
94,466
Married
0
Master's
null
41.759065
Suburban
Premium
1
4
406
4
2021-08-21 15:21:39.218388
Poor
Yes
Monthly
House
297
1,165,918
45
Male
9,085
Single
3
Bachelor's
null
16.73469
Suburban
Premium
null
11
null
4
2020-12-09 15:21:39.134960
Average
Yes
Monthly
House
782
1,165,919
57
Male
28,305
Married
3
PhD
Unemployed
31.84616
Suburban
Comprehensive
2
12
474
7
2023-07-05 15:21:39.254678
Good
Yes
Monthly
House
1,731
1,165,920
24
Female
24,963
Single
4
High School
Employed
17.987784
Urban
Premium
0
19
722
1
2022-05-07 15:21:39.084065
Good
Yes
Monthly
Apartment
20
1,165,921
29
Male
18,114
Divorced
4
PhD
null
39.081579
Rural
Premium
1
13
371
6
2021-04-11 15:21:39.192212
Poor
Yes
Weekly
Condo
712
1,165,922
60
Female
51,439
Divorced
4
Bachelor's
Self-Employed
10.785445
Urban
Premium
null
17
418
4
2021-05-19 15:21:39.247098
Good
No
Daily
House
1,189
1,165,923
39
Female
2,786
Married
2
High School
Unemployed
null
Urban
Basic
0
15
492
4
2022-09-08 15:21:39.105192
Good
Yes
Monthly
House
787
1,165,924
31
Male
8,072
Married
4
PhD
Unemployed
7.648702
Suburban
Basic
null
3
null
9
2021-01-26 15:21:39.126661
Good
No
Weekly
Condo
652
1,165,925
46
Male
9,922
Single
null
Bachelor's
Unemployed
22.75397
Urban
Premium
1
2
518
3
2023-03-01 15:21:39.155231
Good
Yes
Weekly
House
1,602
1,165,926
49
Female
20,983
Married
2
Bachelor's
Self-Employed
37.977145
Urban
Premium
null
16
null
2
2021-07-14 15:21:39.237118
Poor
Yes
Rarely
Apartment
119
1,165,927
27
Female
78,866
Divorced
4
PhD
Employed
19.83831
Suburban
Premium
0
0
449
6
2020-03-26 15:21:39.134960
Average
No
Daily
Condo
740
1,165,928
52
Female
29,628
Single
2
Bachelor's
Self-Employed
29.527193
Suburban
Premium
0
11
null
7
2024-02-02 15:21:39.165120
Poor
No
Weekly
House
794
1,165,929
58
Male
43,516
Single
2
Bachelor's
Unemployed
9.093078
Suburban
Premium
null
5
804
8
2019-11-02 15:21:39.235012
Good
No
Daily
Apartment
2,551
1,165,930
59
Female
51,853
Single
3
PhD
null
14.484933
Suburban
Premium
2
15
405
7
2023-12-21 15:21:39.095696
Average
No
Weekly
House
2,128
1,165,931
null
Female
null
Divorced
2
Master's
Self-Employed
17.726404
Rural
Premium
1
3
549
2
2021-04-10 15:21:39.259788
Average
No
Monthly
Condo
214
1,165,932
25
Female
45,156
Married
0
Bachelor's
null
null
Rural
Premium
null
7
null
3
2022-10-01 15:21:39.192212
Good
No
Rarely
House
382
1,165,933
47
Female
70,826
Single
null
Master's
Unemployed
null
Urban
Basic
0
18
724
1
2020-03-02 15:21:39.229482
Good
No
Monthly
Condo
2,395
1,165,934
29
Female
82,227
Divorced
1
Bachelor's
Employed
41.041193
Rural
Basic
null
2
683
1
2022-12-22 15:21:39.222387
Good
Yes
Daily
Condo
415
1,165,935
62
Female
68,682
Married
2
PhD
Self-Employed
31.597783
Suburban
Premium
2
10
705
1
2021-10-01 15:21:39.219432
null
Yes
Weekly
Condo
514
1,165,936
39
Male
43,814
Single
2
Master's
null
25.071821
Suburban
Comprehensive
1
19
734
5
2021-06-09 15:21:39.155231
Good
Yes
Rarely
Apartment
442
1,165,937
27
Female
28,799
Single
3
High School
Self-Employed
18.580858
Urban
Premium
0
17
691
2
2023-09-28 15:21:39.134960
Average
No
Daily
Condo
607
1,165,938
35
Male
8,230
Married
3
High School
Self-Employed
9.944433
Rural
Basic
null
3
null
2
2021-03-31 15:21:39.090124
Average
Yes
Monthly
House
82
1,165,939
33
Female
1,714
Single
3
PhD
null
49.892765
Rural
Basic
0
2
471
9
2021-07-17 15:21:39.134960
Average
No
Weekly
Apartment
549
1,165,940
62
Male
11,858
Married
3
Master's
Employed
10.05998
Suburban
Comprehensive
0
17
552
6
2023-09-22 15:21:39.219432
Average
No
Monthly
Apartment
226
1,165,941
53
Male
7,087
Married
0
PhD
Unemployed
20.935673
Rural
Basic
1
12
579
6
2020-08-23 15:21:39.283783
Good
No
Rarely
Condo
706
1,165,942
30
Female
61,466
Single
2
PhD
Unemployed
16.779868
Rural
Comprehensive
null
18
431
4
2022-02-15 15:21:39.237118
Good
Yes
Rarely
Condo
963
1,165,943
30
Female
5,055
Divorced
2
PhD
Employed
27.679892
Rural
Premium
0
4
784
1
2019-11-01 15:21:39.211806
Poor
Yes
Monthly
Condo
112
1,165,944
56
Male
30,045
Divorced
0
Bachelor's
null
47.334516
Suburban
Basic
null
5
771
4
2019-11-29 15:21:39.194829
Poor
Yes
Rarely
House
805
1,165,945
63
Male
24,761
Divorced
0
Bachelor's
null
12.724224
Rural
Basic
null
14
607
3
2020-08-06 15:21:39.172097
Good
No
Rarely
Condo
596
1,165,946
28
Male
70,723
Married
3
Master's
null
30.957298
Suburban
Premium
1
5
404
4
2023-08-09 15:21:39.172097
Average
Yes
Weekly
House
643
1,165,947
18
Male
1,345
Divorced
2
High School
Employed
33.895489
Suburban
Basic
1
15
718
2
2022-07-03 15:21:39.192212
Average
Yes
Monthly
Condo
393
1,165,948
41
Female
26
Divorced
null
Bachelor's
Employed
16.551034
Rural
Basic
0
10
476
8
2020-08-20 15:21:39.289099
null
Yes
Daily
Apartment
1,728
1,165,949
38
Female
113,059
Married
1
Bachelor's
Self-Employed
25.043967
Urban
Basic
1
12
701
6
2021-09-18 15:21:39.086123
Good
No
Monthly
Condo
357
1,165,950
19
Female
null
Married
1
Bachelor's
Employed
20.175829
Rural
Premium
2
7
381
9
2022-06-07 15:21:39.182597
Poor
No
Rarely
Apartment
1,503
1,165,951
54
Male
106,655
Married
4
PhD
null
35.890567
Suburban
Premium
1
7
586
4
2022-04-29 15:21:39.206847
null
No
Monthly
Apartment
2,430
1,165,952
62
Female
92,336
Married
4
Bachelor's
null
8.783946
Suburban
Comprehensive
1
18
473
2
2022-07-06 15:21:39.206847
null
Yes
Rarely
Apartment
431
1,165,953
28
Female
101,913
Divorced
4
PhD
null
23.242127
Suburban
Comprehensive
1
7
359
5
2022-09-19 15:21:39.093681
Good
No
Monthly
House
511
1,165,954
38
Male
8,078
Divorced
4
Bachelor's
Self-Employed
null
Urban
Premium
1
11
637
3
2023-02-05 15:21:39.155231
Poor
Yes
Weekly
House
437
1,165,955
58
Male
837
Divorced
2
Master's
Unemployed
24.983253
Rural
Basic
1
18
554
8
2020-04-09 15:21:39.205850
Good
Yes
Rarely
Apartment
2,433
1,165,956
29
Male
12,705
Married
0
PhD
Employed
17.554844
Urban
Premium
null
13
748
8
2022-11-30 15:21:39.264504
Good
Yes
Weekly
Condo
2,525
1,165,957
52
Female
5,055
Single
4
High School
Self-Employed
9.982298
Urban
Premium
0
10
571
2
2024-03-12 15:21:39.197445
Average
Yes
Rarely
House
1,823
1,165,958
21
Male
12,166
Divorced
4
PhD
Employed
15.291103
Urban
Basic
null
9
600
7
2019-08-27 15:21:39.116179
Good
Yes
Rarely
House
713
1,165,959
40
Female
84,948
Divorced
0
High School
null
17.907691
Rural
Premium
null
14
359
5
2020-06-07 15:21:39.244069
Good
Yes
Monthly
House
2,062
1,165,960
64
Male
25,247
Single
2
Bachelor's
Self-Employed
31.974154
Suburban
Comprehensive
2
12
583
5
2022-06-03 15:21:39.093681
Good
No
Monthly
Apartment
467
1,165,961
52
Male
7,871
Single
2
Bachelor's
null
37.893857
Suburban
Basic
1
2
627
8
2020-02-28 15:21:39.155231
Good
No
Weekly
House
1,687
1,165,962
30
Female
null
Single
4
PhD
null
23.938582
Urban
Basic
2
13
393
6
2021-06-17 15:21:39.192212
Poor
Yes
Daily
Condo
33
1,165,963
34
Female
74,594
Divorced
3
High School
Unemployed
15.753493
Suburban
Premium
null
12
392
5
2023-09-30 15:21:39.151732
Average
Yes
Monthly
Apartment
50
1,165,964
57
Female
38,442
Divorced
1
Master's
Employed
26.41993
Urban
Comprehensive
2
16
570
6
2020-09-27 15:21:39.266452
Good
No
Daily
Condo
912
1,165,965
23
Female
6,213
Divorced
2
Bachelor's
Unemployed
14.393909
Rural
Premium
null
4
496
1
2024-07-02 15:21:39.122134
null
Yes
Monthly
Condo
1,120
1,165,966
61
Female
1,588
Divorced
null
Master's
Self-Employed
24.36683
Rural
Comprehensive
null
2
479
8
2021-06-13 15:21:39.134960
Good
Yes
Daily
Apartment
3,098
1,165,967
56
Female
1,088
Married
1
PhD
Self-Employed
null
Urban
Premium
1
6
731
7
2024-02-23 15:21:39.202448
Average
Yes
Daily
Apartment
857
1,165,968
54
Female
20,683
Divorced
4
Master's
Unemployed
22.823891
Urban
Premium
null
12
846
5
2019-08-18 15:21:39.098696
Average
Yes
Rarely
Apartment
1,225
1,165,969
51
Male
51,869
Single
1
Bachelor's
Employed
3.256652
Suburban
Premium
null
14
629
7
2019-10-14 15:21:39.168099
null
No
Rarely
Apartment
4,517
1,165,970
43
Female
14,079
Divorced
3
PhD
Employed
34.491662
Urban
Comprehensive
null
19
839
2
2023-07-16 15:21:39.226954
Good
No
Daily
House
2,275
1,165,971
61
Female
24,069
Divorced
1
Bachelor's
Unemployed
44.373381
Rural
Basic
null
14
658
8
2022-02-02 15:21:39.200452
Average
Yes
Weekly
House
1,582
1,165,972
28
Male
22,538
Married
0
Master's
null
23.242127
Urban
Basic
2
5
359
7
2021-07-06 15:21:39.257696
Good
Yes
Monthly
Condo
657
1,165,973
38
Female
71,053
Married
2
Bachelor's
Unemployed
38.221352
Rural
Comprehensive
1
6
441
6
2020-01-30 15:21:39.134960
Average
Yes
Rarely
House
919
1,165,974
37
Male
22,521
Single
0
PhD
null
11.446767
Urban
Basic
0
11
412
1
2020-09-21 15:21:39.091080
Poor
Yes
Monthly
Apartment
631
1,165,975
42
Female
38,452
Single
0
Bachelor's
null
33.15298
Suburban
Comprehensive
4
11
833
6
2021-03-12 15:21:39.132191
Poor
Yes
Weekly
House
463
1,165,976
25
Male
9,069
Divorced
1
Master's
Unemployed
36.753586
Suburban
Premium
null
5
793
4
2022-09-24 15:21:39.283783
Poor
Yes
Monthly
Apartment
439
1,165,977
56
Male
3,769
Married
4
Bachelor's
Employed
27.835255
Suburban
Comprehensive
0
3
696
9
2021-05-12 15:21:39.115178
Average
No
Daily
House
2,084
1,165,978
44
Female
17,092
Married
4
High School
Unemployed
27.548511
Rural
Premium
1
4
739
4
2022-11-23 15:21:39.084065
Average
No
Weekly
Apartment
807
1,165,979
46
Female
6,475
Divorced
3
PhD
Unemployed
19.922333
Suburban
Premium
null
17
371
9
2022-04-29 15:21:39.147735
Good
Yes
Monthly
House
561
1,165,980
20
Male
121,894
Married
null
High School
Self-Employed
14.65642
Rural
Basic
null
18
456
3
2024-03-14 15:21:39.134960
Average
Yes
Weekly
House
656
1,165,981
40
Female
11,036
Married
4
Master's
Employed
14.8462
Suburban
Premium
null
6
632
5
2023-03-24 15:21:39.237118
Average
Yes
Monthly
Apartment
708
1,165,982
44
Female
null
Single
null
PhD
Unemployed
51.813583
Urban
Basic
2
8
327
7
2023-10-08 15:21:39.255696
Good
No
Rarely
Condo
3,769
1,165,983
38
Male
10,067
Married
3
High School
null
13.641411
Urban
Comprehensive
null
10
469
7
2022-11-14 15:21:39.132191
Poor
Yes
Rarely
Condo
1,068
1,165,984
null
Male
81,835
Divorced
3
Master's
Unemployed
19.135036
Suburban
Basic
1
4
null
2
2023-11-28 15:21:39.134960
Average
No
Weekly
House
94
1,165,985
29
Female
18,401
Divorced
1
High School
null
21.438924
Rural
Premium
null
3
719
8
2024-03-17 15:21:39.147735
Good
Yes
Monthly
House
861
1,165,986
39
Male
142,499
Divorced
0
PhD
null
19.095236
Urban
Basic
2
2
null
3
2019-09-01 15:21:39.217387
Average
Yes
Weekly
Apartment
2,487
1,165,987
28
Male
29,892
Divorced
4
Bachelor's
null
13.09631
Rural
Premium
null
3
826
6
2021-04-29 15:21:39.251142
Poor
Yes
Rarely
Apartment
1,074
1,165,988
48
Female
37,006
Single
4
High School
null
8.835605
Urban
Comprehensive
null
19
719
2
2020-04-27 15:21:39.273973
Poor
No
Daily
Apartment
2,222
1,165,989
44
Female
16,982
Divorced
4
PhD
null
null
Suburban
Premium
0
6
493
8
2021-11-03 15:21:39.191219
Average
No
Weekly
House
2,586
1,165,990
32
Male
3,617
Married
1
Master's
Unemployed
null
Suburban
Comprehensive
1
19
804
4
2024-02-13 15:21:39.196387
Poor
No
Rarely
Apartment
1,434
1,165,991
58
Female
17,087
Single
null
Bachelor's
Employed
30.835241
Urban
Comprehensive
1
7
466
1
2023-12-04 15:21:39.237118
Poor
Yes
Weekly
Apartment
27
1,165,992
41
Female
89,273
Divorced
0
PhD
Unemployed
13.581202
Rural
Basic
0
16
410
6
2024-07-20 15:21:39.272456
Good
No
Daily
Condo
498
1,165,993
55
Male
30,962
Married
1
Bachelor's
Unemployed
37.093612
Rural
Basic
null
17
742
2
2024-05-19 15:21:39.167099
Average
No
Rarely
Apartment
3,298
1,165,994
53
Female
44,977
Married
0
PhD
Employed
25.907309
Urban
Premium
1
14
648
2
2022-06-10 15:21:39.237118
Good
No
Weekly
House
581
1,165,995
50
Female
33,208
Divorced
null
PhD
Unemployed
14.281841
Rural
Comprehensive
null
11
461
2
2024-04-19 15:21:39.134960
null
No
Daily
House
645
1,165,996
60
Male
26,553
Divorced
0
Bachelor's
null
13.846242
Urban
Basic
2
17
498
2
2021-11-19 15:21:39.192212
Average
No
Monthly
Apartment
735
1,165,997
18
Male
23,706
Single
1
Master's
Unemployed
5.070155
Rural
Comprehensive
null
16
762
6
2021-01-21 15:21:39.194829
Good
No
Monthly
Apartment
725
1,165,998
38
Male
3,575
Divorced
4
Master's
null
14.595501
Suburban
Premium
2
17
722
3
2021-05-09 15:21:39.155231
Average
Yes
Monthly
Condo
1,477
1,165,999
44
Male
26,402
Single
1
PhD
Self-Employed
22.749501
Rural
Premium
0
1
821
8
2022-10-06 15:21:39.165120
Poor
Yes
Monthly
Condo
1,257