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
50,900
61
Male
2,876
Divorced
0
PhD
null
24.595883
Rural
Comprehensive
1
12
470
1
2020-08-28 15:21:39.179186
Good
Yes
Monthly
House
717
50,901
39
Male
18,297
Divorced
null
PhD
null
35.185096
Urban
Comprehensive
1
17
null
2
2023-10-03 15:21:39.155231
Poor
Yes
Daily
House
1,466
50,902
32
Female
725
Single
3
Master's
Employed
16.064015
Rural
Premium
1
8
640
4
2019-11-21 15:21:39.251142
Average
Yes
Rarely
House
3,111
50,903
25
Female
89,960
Single
0
Master's
Self-Employed
44.660218
Rural
Basic
4
17
471
6
2023-09-24 15:21:39.190215
Average
Yes
Weekly
Condo
163
50,904
36
Female
1,167
Divorced
1
Bachelor's
null
18.817118
Suburban
Basic
2
5
628
4
2020-09-30 15:21:39.155231
Average
No
Daily
House
664
50,905
25
Male
null
Single
0
High School
Self-Employed
null
Suburban
Basic
null
3
668
2
2020-01-28 15:21:39.254678
Poor
Yes
Monthly
Apartment
391
50,906
31
Female
6,907
Single
2
High School
Self-Employed
17.398833
Urban
Premium
null
8
766
9
2022-09-13 15:21:39.102694
Poor
No
Monthly
Condo
563
50,907
48
Male
122,181
Married
1
High School
Unemployed
37.698848
Urban
Basic
2
9
406
6
2022-03-01 15:21:39.222387
Good
Yes
Rarely
House
776
50,908
31
Female
34,848
Married
null
High School
Self-Employed
31.389816
Suburban
Premium
1
14
673
4
2021-09-15 15:21:39.208842
Average
Yes
Rarely
Apartment
1,201
50,909
60
Female
48,918
Single
3
High School
null
7.45013
Rural
Comprehensive
0
12
411
1
2024-01-02 15:21:39.187211
Poor
No
Weekly
Condo
1,556
50,910
55
Male
12,073
Single
0
PhD
Employed
null
Rural
Basic
null
12
765
9
2023-06-02 15:21:39.095696
Good
No
Weekly
House
939
50,911
36
Female
39,741
Single
0
High School
Self-Employed
14.499946
Suburban
Comprehensive
0
7
602
7
2023-03-01 15:21:39.175719
Good
Yes
Rarely
Condo
3,255
50,912
38
Male
7,726
Divorced
0
Bachelor's
Employed
24.592063
Rural
Premium
1
16
null
1
2024-03-25 15:21:39.166062
Average
Yes
Daily
Apartment
225
50,913
31
Male
7,961
Single
3
Bachelor's
Self-Employed
29.878326
Urban
Comprehensive
0
12
776
9
2023-11-24 15:21:39.134960
Average
Yes
Rarely
Apartment
632
50,914
18
Male
57,574
Divorced
1
Master's
Unemployed
11.622105
Rural
Premium
null
12
442
2
2024-07-18 15:21:39.134960
Good
No
Daily
House
1,211
50,915
57
Female
85,842
Single
1
Master's
null
6.48784
Suburban
Basic
null
4
411
3
2021-02-16 15:21:39.185215
Good
Yes
Weekly
House
352
50,916
26
Male
123,859
Single
1
High School
Unemployed
14.604775
Urban
Comprehensive
1
9
371
6
2024-06-03 15:21:39.261856
Average
Yes
Daily
Condo
713
50,917
46
Male
30,663
Single
3
High School
Unemployed
19.777988
Urban
Comprehensive
1
16
446
4
2020-06-10 15:21:39.265513
null
No
Monthly
Condo
476
50,918
28
Female
27,217
null
4
Master's
Self-Employed
37.096481
Rural
Basic
null
10
590
7
2020-12-11 15:21:39.126661
Good
Yes
Weekly
Condo
441
50,919
42
Female
96,713
Single
3
Bachelor's
Unemployed
14.392866
Rural
Basic
1
2
407
2
2020-06-04 15:21:39.237118
Poor
No
Monthly
Apartment
1,816
50,920
59
Female
null
Married
4
PhD
null
30.769454
Urban
Comprehensive
1
12
596
4
2020-07-24 15:21:39.214388
Poor
Yes
Daily
House
168
50,921
24
Female
46,606
Single
null
High School
Self-Employed
22.773829
Suburban
Premium
3
13
441
7
2024-06-19 15:21:39.207847
Average
No
Monthly
House
1,552
50,922
29
Female
23,443
Divorced
3
High School
Self-Employed
43.223518
Urban
Basic
0
18
611
4
2021-03-28 15:21:39.264504
Good
Yes
Weekly
Apartment
1,250
50,923
25
Female
19,171
Single
null
Master's
Unemployed
33.856146
Rural
Basic
1
12
547
2
2024-01-09 15:21:39.101733
Poor
No
Monthly
Condo
448
50,924
19
Male
15,983
Single
4
PhD
Employed
19.853169
Suburban
Basic
null
9
null
3
2022-02-10 15:21:39.155231
Poor
Yes
Monthly
House
1,705
50,925
40
Male
66,178
Single
null
Master's
Self-Employed
47.228634
Urban
Comprehensive
null
6
417
8
2019-10-26 15:21:39.082499
null
Yes
Daily
Condo
1,688
50,926
27
Female
91,041
Divorced
2
Bachelor's
Self-Employed
32.286949
Suburban
Premium
1
18
449
3
2022-01-11 15:21:39.237118
Good
No
Rarely
Condo
828
50,927
43
Female
5,037
Divorced
0
Master's
Employed
34.545575
Rural
Comprehensive
1
15
473
6
2023-11-29 15:21:39.170099
Poor
No
Weekly
House
1,382
50,928
34
Male
83,523
Single
1
Bachelor's
Employed
10.540715
Suburban
Premium
1
14
348
6
2022-07-23 15:21:39.194829
Average
No
Weekly
Apartment
1,557
50,929
48
Male
16,649
Single
3
PhD
Self-Employed
null
Suburban
Comprehensive
null
16
null
7
2024-07-30 15:21:39.096739
Poor
No
Weekly
Condo
946
50,930
52
Male
24,217
Married
2
PhD
Employed
31.091069
Rural
Basic
null
16
551
5
2023-05-14 15:21:39.265513
Poor
Yes
Weekly
Apartment
1,106
50,931
47
Male
null
Divorced
null
High School
null
36.818678
Urban
Comprehensive
1
18
660
2
2024-06-17 15:21:39.209847
Average
Yes
Rarely
Apartment
280
50,932
46
Male
126,742
null
0
High School
Unemployed
37.286021
Urban
Premium
2
5
535
3
2022-07-13 15:21:39.251142
Good
Yes
Monthly
Apartment
491
50,933
24
Male
43,795
Married
4
Master's
Employed
47.457939
Suburban
Premium
0
15
587
6
2023-11-01 15:21:39.190215
Good
Yes
Monthly
Condo
538
50,934
51
Male
35,706
Single
2
High School
Employed
23.945679
Suburban
Premium
0
18
481
7
2021-07-26 15:21:39.229482
Average
No
Weekly
House
961
50,935
35
Male
26,625
Married
0
High School
Employed
46.48012
Rural
Premium
null
5
785
9
2022-02-15 15:21:39.110557
Average
Yes
Daily
Apartment
163
50,936
45
Female
39,435
Married
1
PhD
Employed
27.976109
Suburban
Premium
1
1
603
6
2021-07-06 15:21:39.237118
Average
No
Weekly
House
861
50,937
54
Male
20,211
Married
3
Master's
Employed
39.772724
Rural
Premium
null
4
694
3
2023-11-23 15:21:39.080440
Good
Yes
Daily
Condo
725
50,938
63
Female
35,297
Divorced
1
Bachelor's
null
30.566124
Suburban
Premium
1
9
598
8
2020-12-29 15:21:39.252145
Good
No
Daily
House
531
50,939
32
Female
20,458
Married
3
PhD
Unemployed
13.967188
Rural
Premium
1
0
507
5
2024-05-02 15:21:39.179186
Good
Yes
Rarely
Condo
2,082
50,940
24
Male
23,401
Single
null
PhD
Employed
23.36991
Urban
Comprehensive
0
2
370
8
2022-07-05 15:21:39.176717
Poor
Yes
Monthly
Apartment
1,670
50,941
52
Male
24,666
Married
4
PhD
null
31.838306
Suburban
Basic
null
17
845
9
2021-06-10 15:21:39.232526
null
No
Monthly
Condo
837
50,942
19
Male
1,368
Divorced
1
Master's
Self-Employed
37.735808
Suburban
Comprehensive
0
17
544
1
2020-09-29 15:21:39.228521
Poor
No
Daily
Apartment
2,387
50,943
49
Male
1,177
Single
4
Master's
null
7.018618
Rural
Premium
1
4
613
5
2021-03-28 15:21:39.237118
Good
No
Monthly
Condo
343
50,944
57
Male
899
Married
0
Bachelor's
null
22.08884
Urban
Premium
2
1
707
5
2020-04-17 15:21:39.244069
Average
No
Rarely
House
1,883
50,945
20
Female
8,207
Married
null
Master's
null
16.946344
Rural
Premium
0
9
467
8
2023-09-17 15:21:39.134960
Poor
Yes
Daily
Condo
562
50,946
50
Female
28,894
Married
3
Bachelor's
null
4.734709
Urban
Comprehensive
0
9
661
2
2023-10-22 15:21:39.237118
Poor
No
Rarely
Apartment
1,083
50,947
51
Female
759
Married
2
Bachelor's
null
21.078795
Rural
Premium
null
10
771
1
2023-09-22 15:21:39.144722
Good
No
Weekly
Condo
158
50,948
29
Female
45,118
Single
2
Bachelor's
Unemployed
26.642235
Urban
Comprehensive
null
18
null
5
2022-02-24 15:21:39.187211
Average
No
Monthly
Apartment
1,557
50,949
38
Female
136,700
Divorced
null
Bachelor's
Employed
44.94526
Rural
Basic
null
5
440
1
2023-01-11 15:21:39.245086
Poor
No
Rarely
House
1,078
50,950
51
Female
43,414
Divorced
2
Master's
Unemployed
26.164861
Suburban
Basic
0
18
532
3
2023-02-14 15:21:39.094752
Poor
No
Daily
Condo
909
50,951
47
Male
33,735
Single
0
PhD
Employed
16.611377
Rural
Premium
null
7
337
9
2021-01-24 15:21:39.219432
Average
Yes
Monthly
Condo
1,401
50,952
51
Female
3,613
Single
2
Master's
Employed
42.256735
Urban
Premium
2
19
331
3
2022-10-18 15:21:39.090124
Poor
No
Daily
Condo
693
50,953
60
Female
84,499
Single
4
Bachelor's
Self-Employed
6.58075
Rural
Basic
2
4
733
4
2021-05-09 15:21:39.110557
Poor
Yes
Daily
House
1,906
50,954
57
Male
4,972
Single
1
Bachelor's
Unemployed
null
Rural
Premium
4
14
707
3
2021-11-07 15:21:39.132191
Good
No
Monthly
Apartment
1,039
50,955
46
Female
123,564
Single
2
Master's
Employed
52.929345
Urban
Comprehensive
null
1
null
3
2022-04-25 15:21:39.169102
Poor
Yes
Daily
Apartment
1,131
50,956
57
Female
1,563
Divorced
4
Master's
Unemployed
16.153349
Suburban
Comprehensive
2
11
683
1
2020-06-16 15:21:39.155231
Average
No
Rarely
Condo
740
50,957
30
Male
29,173
Divorced
3
Master's
Employed
3.186319
Suburban
Premium
1
5
689
2
2023-06-14 15:21:39.235012
null
Yes
Rarely
House
647
50,958
45
Female
45,516
Married
3
Bachelor's
null
47.955165
Suburban
Basic
0
6
null
7
2020-09-30 15:21:39.185215
Good
No
Daily
Apartment
553
50,959
26
Female
26,319
Married
4
High School
Unemployed
13.445945
Rural
Comprehensive
null
10
602
3
2023-03-22 15:21:39.155231
Average
No
Rarely
Condo
1,308
50,960
40
Male
93,987
Married
0
High School
Unemployed
18.781608
Suburban
Comprehensive
null
12
672
6
2019-09-24 15:21:39.248098
Good
Yes
Monthly
Condo
2,305
50,961
56
Male
28,936
Single
1
Master's
Employed
22.176659
Rural
Comprehensive
null
4
null
9
2020-03-15 15:21:39.283783
Average
Yes
Weekly
Condo
316
50,962
36
Female
16,881
Single
3
PhD
Employed
8.723609
Suburban
Basic
0
8
623
3
2021-11-02 15:21:39.231531
Average
No
Daily
House
503
50,963
64
Female
20,902
Divorced
1
Bachelor's
null
22.093294
Suburban
Comprehensive
0
6
513
1
2020-01-22 15:21:39.175719
Good
No
Weekly
Condo
696
50,964
33
Male
51,867
Divorced
0
Bachelor's
null
31.78849
Urban
Comprehensive
2
1
364
8
2021-04-22 15:21:39.134960
null
Yes
Daily
Condo
892
50,965
20
Male
null
Married
1
Master's
Unemployed
30.908009
Rural
Comprehensive
0
19
599
4
2020-05-13 15:21:39.212862
Good
No
Weekly
Apartment
117
50,966
39
Female
2,699
Married
4
PhD
Employed
17.013792
Rural
Premium
2
5
751
4
2021-04-14 15:21:39.210805
Good
Yes
Daily
Apartment
24
50,967
44
Male
30,333
Married
3
Master's
null
32.797905
Rural
Comprehensive
1
12
null
9
2020-03-02 15:21:39.170099
Poor
Yes
Weekly
Condo
841
50,968
54
Female
43,607
Single
0
High School
null
7.914259
Suburban
Comprehensive
null
4
609
1
2023-02-21 15:21:39.246098
Average
Yes
Monthly
Condo
93
50,969
38
Male
20,962
Divorced
0
High School
null
22.988787
Rural
Basic
0
14
540
9
2022-03-25 15:21:39.169102
Good
Yes
Weekly
Apartment
859
50,970
50
Male
null
Married
0
Bachelor's
Employed
4.641878
Rural
Premium
0
4
447
4
2020-11-03 15:21:39.131192
Average
Yes
Daily
Apartment
2,376
50,971
53
Female
1,140
Single
null
Master's
null
27.676087
Urban
Basic
0
11
308
6
2024-06-08 15:21:39.134960
Average
Yes
Daily
Condo
440
50,972
40
Male
121,021
Married
2
Master's
Self-Employed
20.912493
Urban
Comprehensive
1
17
313
6
2024-07-04 15:21:39.092127
Poor
Yes
Daily
House
816
50,973
24
Female
29,312
Married
null
Bachelor's
Employed
20.965456
Suburban
Premium
null
16
null
7
2022-07-23 15:21:39.134960
Good
Yes
Rarely
Condo
782
50,974
20
Male
45,629
Single
3
Bachelor's
Self-Employed
16.93976
Urban
Premium
1
2
767
1
2022-05-12 15:21:39.122134
Good
No
Weekly
Apartment
654
50,975
23
Female
37,406
Married
2
Bachelor's
null
42.639577
Urban
Comprehensive
null
16
814
5
2024-02-13 15:21:39.134960
Good
No
Rarely
Condo
1,399
50,976
39
Female
14,320
Single
3
PhD
Unemployed
39.869217
Suburban
Basic
null
18
801
8
2022-11-23 15:21:39.244069
Poor
Yes
Rarely
Apartment
643
50,977
53
Female
43,431
null
0
PhD
Employed
26.059313
Rural
Premium
2
3
766
9
2021-05-09 15:21:39.201446
null
Yes
Rarely
Apartment
1,224
50,978
36
Male
18,594
Divorced
4
High School
null
40.965345
Suburban
Basic
0
12
483
7
2019-09-26 15:21:39.155231
Poor
Yes
Daily
Condo
1,816
50,979
40
Female
70,655
Divorced
3
High School
Employed
35.569652
Rural
Premium
2
9
622
7
2021-10-24 15:21:39.134960
Average
Yes
Monthly
Apartment
431
50,980
21
Male
63,627
Single
4
High School
Unemployed
14.501747
Rural
Premium
2
8
590
8
2024-04-15 15:21:39.134960
Good
Yes
Weekly
Condo
419
50,981
56
Male
711
Single
2
PhD
Employed
null
Rural
Premium
null
12
648
8
2022-06-30 15:21:39.134960
Average
Yes
Weekly
Apartment
1,717
50,982
59
Male
98,943
Married
1
Master's
Unemployed
25.084054
Suburban
Premium
3
7
798
9
2023-03-16 15:21:39.265513
Average
Yes
Weekly
Condo
4,511
50,983
44
Male
88,869
Married
3
PhD
null
16.945949
Urban
Basic
0
6
481
1
2021-08-28 15:21:39.286113
Average
Yes
Weekly
Apartment
2,741
50,984
31
Female
7,073
Single
3
PhD
Self-Employed
13.859723
Suburban
Basic
1
11
790
6
2021-12-14 15:21:39.155231
Poor
Yes
Daily
House
975
50,985
28
Male
132,583
Married
0
Bachelor's
null
50.532605
Rural
Comprehensive
1
19
522
4
2022-07-05 15:21:39.189223
Poor
No
Rarely
Apartment
33
50,986
27
Male
8,905
Married
4
High School
Unemployed
14.585064
Urban
Basic
0
6
null
2
2020-07-23 15:21:39.117183
Good
Yes
Rarely
Condo
842
50,987
64
Male
131,137
Single
4
Bachelor's
Employed
35.16496
Rural
Comprehensive
0
3
374
7
2024-07-26 15:21:39.263607
Average
No
Rarely
Condo
1,003
50,988
56
Female
45,426
Divorced
2
Master's
Self-Employed
29.487578
Rural
Basic
0
13
775
6
2023-11-25 15:21:39.211806
Average
Yes
Daily
Apartment
654
50,989
24
Female
459
Divorced
4
High School
null
22.162333
Urban
Comprehensive
null
10
488
2
2020-10-29 15:21:39.133866
Good
No
Weekly
Apartment
1,035
50,990
35
Female
1,578
null
3
Master's
Employed
18.016858
Suburban
Premium
0
3
718
3
2021-07-27 15:21:39.086123
Poor
Yes
Rarely
Condo
1,885
50,991
63
Male
6,988
Single
1
High School
Employed
null
Rural
Premium
null
3
588
6
2024-03-16 15:21:39.181605
Good
No
Rarely
Condo
602
50,992
28
Male
2,843
Divorced
1
Master's
Self-Employed
19.790175
Suburban
Comprehensive
2
2
466
2
2021-07-04 15:21:39.193945
Average
No
Weekly
House
1,009
50,993
24
Male
2,784
Divorced
0
PhD
Unemployed
7.964328
Rural
Premium
null
5
466
7
2019-08-19 15:21:39.155231
Average
No
Rarely
Condo
23
50,994
18
Female
39,724
Married
0
Master's
Self-Employed
38.524424
Urban
Premium
0
9
714
7
2021-02-10 15:21:39.230483
Average
No
Monthly
Condo
1,442
50,995
60
Female
43,906
Married
0
Bachelor's
Self-Employed
24.844851
Urban
Premium
null
15
705
2
2023-11-02 15:21:39.282785
Good
Yes
Daily
Condo
1,077
50,996
24
Female
15,883
Married
2
Bachelor's
null
41.017004
Suburban
Basic
2
1
589
9
2024-07-31 15:21:39.237118
null
Yes
Weekly
House
846
50,997
53
Female
12,077
Married
2
Master's
Self-Employed
34.926323
Suburban
Premium
null
13
447
5
2021-10-30 15:21:39.247098
Average
No
Weekly
Condo
849
50,998
32
Male
382
Married
4
PhD
Unemployed
18.064357
Suburban
Basic
null
15
null
4
2024-07-31 15:21:39.155231
Poor
Yes
Rarely
House
541
50,999
26
Female
39,793
Married
null
Master's
Employed
18.36553
Rural
Premium
0
4
843
5
2022-10-29 15:21:39.116179
Good
No
Weekly
Apartment
2,108