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
46,900
61
Female
43,432
Single
null
Master's
Unemployed
51.184702
Suburban
Basic
0
10
673
9
2022-05-25 15:21:39.250151
Poor
Yes
Rarely
House
439
46,901
27
Female
13,991
Single
4
Master's
Employed
6.928809
Rural
Basic
1
14
778
1
2021-02-03 15:21:39.144722
Average
No
Rarely
Apartment
1,110
46,902
20
Male
13,555
Single
1
PhD
Employed
22.189316
Suburban
Premium
null
8
639
7
2021-09-11 15:21:39.286113
Good
No
Monthly
Apartment
690
46,903
28
Male
43,839
Married
0
Master's
Unemployed
35.868263
Rural
Comprehensive
0
9
699
5
2023-08-25 15:21:39.155231
Good
Yes
Daily
Condo
1,260
46,904
49
Female
5,546
Divorced
0
PhD
null
17.764263
Suburban
Comprehensive
null
18
567
9
2020-11-10 15:21:39.288099
Good
No
Weekly
Condo
756
46,905
27
Male
8,076
Single
4
Master's
null
34.697915
Rural
Premium
0
16
449
9
2022-04-18 15:21:39.278402
Average
No
Daily
Condo
643
46,906
22
Female
92,687
Single
0
PhD
null
31.293624
Suburban
Comprehensive
null
15
393
9
2020-05-28 15:21:39.237118
Poor
No
Weekly
House
959
46,907
37
Female
1,069
Divorced
4
Bachelor's
Employed
23.395841
Suburban
Basic
0
15
488
4
2024-02-15 15:21:39.283783
Good
No
Weekly
Apartment
536
46,908
23
Male
40,920
Married
3
PhD
Employed
14.424327
Rural
Basic
null
17
829
5
2022-01-18 15:21:39.290098
Good
Yes
Daily
Apartment
745
46,909
62
Male
45,006
Divorced
null
High School
Employed
11.876365
Urban
Comprehensive
0
10
373
3
2021-01-07 15:21:39.147735
Poor
No
Weekly
Apartment
669
46,910
37
Female
77,820
Married
1
Bachelor's
null
15.057768
Urban
Premium
null
17
371
1
2023-04-16 15:21:39.248098
Poor
Yes
Weekly
Condo
557
46,911
37
Male
9,095
Single
3
Master's
Employed
null
Urban
Comprehensive
1
19
783
7
2021-11-07 15:21:39.155231
Good
No
Rarely
Apartment
1,657
46,912
36
Male
88,048
Single
3
Bachelor's
Self-Employed
35.874253
Rural
Comprehensive
1
15
725
1
2023-06-14 15:21:39.237118
null
No
Rarely
House
2,972
46,913
35
Female
25,574
Married
0
Master's
Unemployed
16.484894
Urban
Premium
0
3
795
3
2020-01-02 15:21:39.257696
Poor
Yes
Rarely
Apartment
86
46,914
48
Male
38,117
Single
2
Bachelor's
null
30.132966
Urban
Comprehensive
0
7
442
3
2021-04-11 15:21:39.148733
Average
Yes
Rarely
Apartment
646
46,915
18
Male
23,480
Married
3
PhD
null
44.91371
Suburban
Basic
0
6
453
2
2023-09-12 15:21:39.222387
Average
Yes
Monthly
Condo
921
46,916
48
Male
45,228
Divorced
2
PhD
Self-Employed
8.717656
Suburban
Comprehensive
null
9
724
9
2020-10-31 15:21:39.233485
Poor
No
Weekly
Apartment
826
46,917
61
Female
124,527
Single
2
High School
Employed
9.938801
Rural
Premium
2
1
340
1
2024-05-28 15:21:39.095696
Average
Yes
Weekly
House
614
46,918
44
Male
27,696
Divorced
0
PhD
null
24.717096
Suburban
Basic
1
12
477
9
2024-06-18 15:21:39.164044
Average
No
Monthly
Condo
647
46,919
54
Female
61,719
Divorced
3
PhD
null
22.534605
Suburban
Premium
0
18
712
2
2021-01-29 15:21:39.237118
Good
Yes
Monthly
Apartment
397
46,920
40
Female
6,870
Single
null
High School
Self-Employed
26.988534
Suburban
Comprehensive
0
3
657
8
2022-11-14 15:21:39.155231
Good
Yes
Weekly
House
437
46,921
21
Female
21,856
Married
0
Master's
Self-Employed
23.511845
Suburban
Premium
0
15
824
7
2023-08-17 15:21:39.252145
Poor
No
Daily
Apartment
1,541
46,922
53
Male
20,990
Married
0
PhD
Self-Employed
null
Rural
Premium
null
6
null
7
2023-06-11 15:21:39.257696
Poor
Yes
Daily
Condo
1,195
46,923
58
Male
132,987
Single
null
Master's
Employed
5.878351
Rural
Basic
1
12
452
9
2022-07-09 15:21:39.273973
Good
Yes
Monthly
Condo
479
46,924
55
Male
53,590
Married
1
Bachelor's
null
17.859489
Urban
Basic
null
13
469
4
2022-04-18 15:21:39.086123
Good
No
Weekly
Apartment
30
46,925
39
Female
3,535
Single
4
Bachelor's
Employed
null
Rural
Comprehensive
1
1
757
1
2022-01-21 15:21:39.155231
Good
No
Monthly
Condo
1,554
46,926
46
Male
1,355
Single
2
Bachelor's
null
19.204579
Rural
Basic
null
7
574
8
2024-03-29 15:21:39.155231
Good
Yes
Weekly
House
3,468
46,927
46
Female
106,478
Married
3
High School
Employed
21.332749
Urban
Basic
null
13
467
5
2022-12-29 15:21:39.146733
Good
No
Monthly
House
2,199
46,928
26
Female
24,897
Divorced
3
Master's
Self-Employed
38.626419
Suburban
Premium
3
12
663
1
2020-09-30 15:21:39.087123
null
Yes
Rarely
Apartment
2,872
46,929
19
Male
35,070
Married
1
PhD
null
6.939778
Urban
Basic
3
5
608
6
2023-04-25 15:21:39.172097
Average
No
Monthly
House
2,981
46,930
40
Female
34,753
Married
2
Bachelor's
null
21.651642
Urban
Comprehensive
1
10
558
6
2023-02-20 15:21:39.177724
Poor
No
Monthly
House
542
46,931
44
Male
23,666
Single
4
Bachelor's
Unemployed
15.82613
Urban
Premium
1
15
null
3
2023-05-14 15:21:39.134960
Poor
No
Daily
House
542
46,932
35
Female
5,349
Married
0
Master's
Self-Employed
24.955947
Suburban
Premium
null
18
315
6
2023-06-20 15:21:39.102694
Good
No
Rarely
Condo
542
46,933
32
Male
24,886
Divorced
4
Master's
Employed
32.835397
Suburban
Basic
1
11
698
9
2022-10-25 15:21:39.152732
Good
Yes
Weekly
Condo
557
46,934
57
Male
59,627
Single
2
High School
null
25.819657
Suburban
Premium
null
9
397
4
2020-06-18 15:21:39.276901
Poor
No
Weekly
House
464
46,935
34
Female
28,706
Single
1
PhD
Self-Employed
8.793467
Suburban
Basic
1
1
705
7
2023-07-11 15:21:39.274993
Average
Yes
Rarely
House
3,434
46,936
57
Male
53,899
null
0
Bachelor's
null
35.238521
Urban
Comprehensive
1
0
625
8
2022-03-26 15:21:39.081504
Poor
No
Rarely
Condo
1,838
46,937
63
Male
5,549
Married
null
Bachelor's
Self-Employed
50.686519
Rural
Comprehensive
null
0
757
8
2021-02-01 15:21:39.155231
Average
Yes
Monthly
Condo
4,654
46,938
18
Female
102,694
Divorced
4
High School
Employed
13.653328
Suburban
Basic
2
2
803
7
2022-10-05 15:21:39.132191
null
Yes
Monthly
House
819
46,939
21
Male
24,862
Married
2
Bachelor's
Unemployed
37.012874
Urban
Premium
2
3
477
4
2022-05-31 15:21:39.134960
Good
Yes
Weekly
Apartment
843
46,940
29
Male
18,085
Divorced
2
High School
Self-Employed
21.979468
Urban
Premium
0
5
null
3
2021-03-18 15:21:39.208842
Average
Yes
Monthly
House
1,101
46,941
47
Male
56,958
Divorced
2
High School
null
33.558867
Urban
Basic
null
0
441
9
2020-11-25 15:21:39.131192
Good
Yes
Weekly
House
1,104
46,942
63
Female
41,699
Divorced
2
PhD
null
19.673339
Rural
Comprehensive
null
15
446
1
2024-04-09 15:21:39.084065
Average
No
Rarely
Apartment
578
46,943
53
Female
515
Married
3
Bachelor's
Unemployed
null
Urban
Premium
null
19
819
4
2019-10-11 15:21:39.165120
Poor
No
Rarely
Apartment
467
46,944
59
Male
105,558
Divorced
4
Master's
null
15.944347
Urban
Premium
2
0
674
4
2022-08-12 15:21:39.278402
Poor
No
Monthly
Apartment
39
46,945
58
Female
57,864
Single
4
Bachelor's
Employed
26.816135
Suburban
Premium
0
3
339
1
2021-05-06 15:21:39.155231
Poor
No
Rarely
Apartment
1,499
46,946
24
Male
41,898
Single
0
Bachelor's
null
13.045775
Urban
Premium
1
10
621
2
2021-07-07 15:21:39.272456
Poor
No
Weekly
House
155
46,947
20
Male
1,146
Divorced
0
Bachelor's
Employed
29.038669
Urban
Comprehensive
2
6
658
9
2020-08-04 15:21:39.192212
Good
Yes
Monthly
Condo
785
46,948
29
Female
43,748
Married
4
Bachelor's
Employed
34.653877
Urban
Comprehensive
null
7
750
9
2022-11-10 15:21:39.098696
Average
No
Monthly
Apartment
981
46,949
27
Male
23,451
Married
3
Master's
Employed
16.838222
Suburban
Premium
null
2
742
1
2021-01-14 15:21:39.223901
Good
Yes
Weekly
House
377
46,950
24
Female
24,791
Single
3
Bachelor's
null
27.857304
Suburban
Comprehensive
null
17
null
2
2021-06-05 15:21:39.194829
Average
No
Weekly
Condo
695
46,951
20
Female
43,989
Married
2
Bachelor's
Self-Employed
41.913262
Suburban
Comprehensive
0
10
622
8
2019-11-18 15:21:39.237118
Poor
No
Daily
Condo
2,131
46,952
43
Female
148,885
Divorced
1
Master's
Employed
17.812178
Urban
Basic
1
4
469
3
2021-11-23 15:21:39.082499
Good
No
Monthly
Condo
49
46,953
36
Female
15,123
Divorced
null
PhD
null
20.62995
Suburban
Premium
null
16
721
6
2020-01-02 15:21:39.261856
Poor
No
Weekly
Condo
466
46,954
52
Male
38,217
Single
3
Bachelor's
Self-Employed
38.928653
Rural
Premium
1
17
624
6
2020-10-03 15:21:39.085129
Average
Yes
Daily
House
659
46,955
46
Female
81,594
Single
0
Bachelor's
Unemployed
31.935833
Suburban
Basic
null
4
739
1
2019-11-27 15:21:39.079128
Good
No
Daily
Condo
2,460
46,956
30
Male
34,966
Single
4
Bachelor's
Self-Employed
42.824744
Urban
Basic
1
9
594
5
2023-08-06 15:21:39.180553
Good
Yes
Rarely
House
804
46,957
31
Male
34,181
Married
4
High School
Employed
49.957252
Suburban
Comprehensive
0
2
null
1
2020-12-10 15:21:39.092127
Poor
No
Daily
Condo
662
46,958
27
Female
29,206
Divorced
0
PhD
null
26.01669
Suburban
Comprehensive
0
9
759
1
2021-03-01 15:21:39.221386
Poor
Yes
Monthly
Apartment
592
46,959
34
Female
17,069
Married
2
High School
Self-Employed
28.694055
Suburban
Basic
0
18
518
7
2024-04-13 15:21:39.197445
Good
No
Monthly
Apartment
1,479
46,960
34
Male
90,029
Married
0
High School
Self-Employed
21.974504
Urban
Premium
null
17
337
9
2020-01-14 15:21:39.237118
Good
No
Rarely
Condo
1,062
46,961
22
Female
38,768
Married
1
Bachelor's
null
42.247962
Suburban
Basic
1
12
817
9
2023-05-27 15:21:39.261856
Average
No
Weekly
Apartment
1,490
46,962
40
Male
29,226
Married
4
Bachelor's
Employed
51.88128
Urban
Comprehensive
0
8
591
2
2021-05-01 15:21:39.259788
Average
Yes
Monthly
House
2,543
46,963
28
Female
57,905
Single
2
High School
Employed
30.04955
Rural
Basic
0
4
385
4
2023-11-08 15:21:39.287115
Average
No
Rarely
Condo
2,223
46,964
53
Female
6,317
Married
4
Bachelor's
null
29.254027
Rural
Basic
0
17
null
3
2019-09-03 15:21:39.105504
Poor
Yes
Monthly
House
524
46,965
46
Male
76,980
Divorced
0
PhD
Self-Employed
40.936106
Rural
Comprehensive
0
8
439
5
2019-12-25 15:21:39.169102
Average
No
Daily
House
826
46,966
38
Male
45,913
Divorced
3
Bachelor's
Employed
19.920327
Urban
Premium
1
18
354
9
2021-01-16 15:21:39.267454
Average
No
Monthly
House
721
46,967
34
Female
44,477
Divorced
null
High School
Self-Employed
29.275769
Rural
Premium
1
18
727
1
2024-02-25 15:21:39.244069
Good
No
Daily
Condo
894
46,968
46
Female
3,344
Married
0
Bachelor's
null
14.471788
Urban
Comprehensive
0
18
335
6
2020-08-13 15:21:39.269494
Average
No
Daily
Condo
863
46,969
18
Female
34,597
Married
0
PhD
Unemployed
27.738702
Urban
Premium
null
5
694
9
2020-10-24 15:21:39.280784
Good
No
Weekly
Apartment
546
46,970
45
Male
75,957
Married
1
Bachelor's
Unemployed
52.153914
Urban
Basic
null
5
455
2
2023-02-02 15:21:39.190215
Poor
No
Rarely
Condo
1,073
46,971
18
Female
10,142
Single
0
High School
null
50.17671
Suburban
Comprehensive
1
16
783
9
2021-05-31 15:21:39.272456
Good
No
Weekly
Condo
100
46,972
23
Male
45,916
Married
3
High School
Unemployed
29.089893
Suburban
Comprehensive
0
17
744
3
2021-03-07 15:21:39.194829
Good
Yes
Monthly
Apartment
939
46,973
24
Female
51,000
Divorced
0
Master's
null
13.627533
Urban
Basic
2
16
461
3
2024-02-28 15:21:39.278402
Poor
No
Monthly
House
221
46,974
18
Female
24,891
Married
3
Bachelor's
Self-Employed
10.707922
Suburban
Premium
1
18
841
8
2021-05-17 15:21:39.237118
Average
Yes
Daily
House
362
46,975
44
Female
29,460
Married
3
Master's
Unemployed
21.794427
Rural
Premium
0
7
481
8
2020-12-26 15:21:39.155231
Good
No
Weekly
Apartment
928
46,976
60
Male
25,178
Married
0
High School
Self-Employed
27.248978
Suburban
Premium
null
9
648
4
2023-05-16 15:21:39.281787
Good
No
Monthly
House
2,518
46,977
46
Male
null
Divorced
4
PhD
Self-Employed
38.240043
Urban
Basic
null
7
757
8
2019-11-20 15:21:39.164044
Average
Yes
Weekly
Apartment
309
46,978
57
Male
523
Divorced
3
Bachelor's
Unemployed
44.929552
Rural
Premium
null
4
631
2
2022-04-16 15:21:39.131192
Poor
No
Daily
Apartment
1,862
46,979
57
Female
38,759
Divorced
null
PhD
Employed
20.835463
Rural
Comprehensive
null
7
581
7
2020-07-15 15:21:39.151732
Average
Yes
Daily
Apartment
1,745
46,980
41
Female
35,706
Single
0
Master's
Employed
41.378024
Suburban
Comprehensive
null
19
816
2
2024-01-22 15:21:39.168099
Average
No
Daily
House
23
46,981
58
Female
15,258
Married
4
PhD
Unemployed
22.826365
Urban
Comprehensive
3
10
717
5
2022-07-10 15:21:39.226954
Average
Yes
Monthly
Apartment
635
46,982
26
Female
4,525
Single
2
Bachelor's
Unemployed
7.052976
Urban
Comprehensive
1
7
483
9
2021-12-25 15:21:39.248098
Good
Yes
Daily
Condo
1,021
46,983
49
Female
53,575
null
1
High School
null
4.935314
Suburban
Comprehensive
null
5
358
5
2020-05-28 15:21:39.255696
Poor
No
Daily
Condo
1,544
46,984
36
Male
636
Single
2
Bachelor's
null
38.643266
Suburban
Basic
0
4
409
7
2021-08-08 15:21:39.216387
Average
Yes
Rarely
Condo
570
46,985
25
Female
43,953
Divorced
2
Bachelor's
Employed
37.039093
Suburban
Premium
null
6
721
5
2021-03-06 15:21:39.182597
Average
Yes
Rarely
Apartment
1,042
46,986
24
Female
5,957
Divorced
3
Bachelor's
null
12.064893
Urban
Premium
null
6
497
1
2020-12-20 15:21:39.155231
Average
Yes
Weekly
Condo
381
46,987
24
Female
25,983
Divorced
1
Bachelor's
null
12.52101
Suburban
Basic
1
9
705
5
2021-05-18 15:21:39.236064
Poor
Yes
Monthly
Apartment
1,488
46,988
59
Male
2,581
Married
null
High School
Self-Employed
null
Suburban
Premium
5
9
662
8
2021-06-15 15:21:39.247098
Poor
Yes
Monthly
Condo
454
46,989
46
Female
15,893
Married
0
High School
Self-Employed
19.473416
Rural
Premium
null
17
647
7
2023-04-16 15:21:39.166062
Poor
No
Daily
House
48
46,990
59
Female
44,590
Divorced
1
Bachelor's
null
28.064386
Suburban
Premium
1
7
639
4
2022-07-15 15:21:39.126661
Average
Yes
Daily
House
881
46,991
56
Male
null
Single
1
PhD
Employed
23.611675
Rural
Comprehensive
0
18
580
8
2022-01-13 15:21:39.174719
Good
Yes
Weekly
Apartment
160
46,992
54
Male
44,977
Divorced
2
Master's
Employed
28.597095
Urban
Basic
0
10
598
5
2021-12-27 15:21:39.248098
Poor
Yes
Weekly
Condo
484
46,993
20
Female
4,038
Single
2
Master's
Employed
47.393917
Suburban
Basic
null
16
328
9
2021-09-23 15:21:39.148733
Average
Yes
Rarely
Apartment
1,556
46,994
44
Female
43,871
Divorced
0
Master's
null
40.355717
Suburban
Basic
null
4
null
6
2019-11-07 15:21:39.237118
Poor
Yes
Daily
House
882
46,995
62
Male
null
Divorced
2
Master's
null
30.78606
Suburban
Premium
2
12
520
3
2019-08-30 15:21:39.177724
Good
No
Daily
House
381
46,996
26
Female
9,082
Married
4
High School
null
29.829658
Suburban
Premium
null
1
665
4
2023-01-08 15:21:39.236064
Good
Yes
Weekly
Condo
828
46,997
39
Female
10,740
Single
2
Master's
null
15.443133
Suburban
Comprehensive
null
19
748
3
2022-04-03 15:21:39.126661
Poor
Yes
Rarely
Condo
2,237
46,998
22
Female
48,430
Divorced
null
PhD
null
null
Rural
Comprehensive
1
18
456
3
2020-10-14 15:21:39.222387
Good
No
Monthly
House
557
46,999
50
Female
47,508
Single
2
Bachelor's
null
32.087146
Urban
Comprehensive
0
17
null
7
2020-01-30 15:21:39.172097
Good
No
Weekly
Apartment
376