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
27,900
49
Male
15,163
Divorced
null
High School
Employed
23.860319
Urban
Premium
0
6
473
8
2022-05-04 15:21:39.274993
Good
Yes
Daily
House
1,067
27,901
28
Female
43,434
Married
0
High School
null
10.392628
Urban
Basic
null
19
740
6
2022-06-02 15:21:39.134960
Good
No
Weekly
Condo
1,124
27,902
31
Male
47,629
Single
0
Bachelor's
null
33.939766
Urban
Premium
0
16
473
1
2019-11-22 15:21:39.155231
Average
No
Daily
House
2,847
27,903
58
Female
132,068
Married
0
High School
Employed
26.073039
Urban
Basic
2
7
544
8
2023-06-21 15:21:39.289099
Average
Yes
Weekly
House
2,064
27,904
49
Male
4,413
Divorced
0
High School
Self-Employed
26.937246
Urban
Basic
3
17
730
7
2021-04-25 15:21:39.265513
Poor
Yes
Weekly
House
522
27,905
64
Male
24,897
Divorced
3
Master's
Unemployed
17.869107
Urban
Premium
1
15
559
8
2021-02-01 15:21:39.182597
Good
Yes
Weekly
House
2,229
27,906
36
Male
3,664
Divorced
4
High School
null
5.459928
Urban
Premium
2
8
639
5
2020-04-27 15:21:39.285112
Average
Yes
Daily
House
782
27,907
59
Male
28,886
Divorced
4
High School
null
32.049412
Urban
Basic
1
0
735
4
2019-10-22 15:21:39.288099
Good
Yes
Weekly
House
977
27,908
40
Male
20,324
Single
2
PhD
null
15.72272
Rural
Basic
null
3
531
1
2021-05-27 15:21:39.256696
Poor
Yes
Weekly
House
203
27,909
null
Male
16,082
Divorced
0
PhD
null
40.744406
Suburban
Premium
1
17
477
2
2023-10-15 15:21:39.083497
Poor
Yes
Daily
House
979
27,910
39
Male
2,456
Married
3
Bachelor's
Self-Employed
44.019075
Suburban
Comprehensive
1
17
364
9
2020-11-18 15:21:39.206847
Average
No
Rarely
Condo
588
27,911
30
Female
17,561
Divorced
1
Master's
Employed
26.843138
Rural
Comprehensive
2
11
662
4
2023-08-02 15:21:39.226954
Average
Yes
Daily
Condo
1,228
27,912
25
Female
118,524
Married
4
Bachelor's
Self-Employed
28.592467
Suburban
Premium
0
4
336
1
2023-07-19 15:21:39.152732
Good
No
Rarely
House
549
27,913
50
Female
43,893
Married
0
Bachelor's
null
8.611801
Urban
Basic
null
6
847
6
2022-12-03 15:21:39.248098
Average
No
Weekly
Condo
1,737
27,914
40
Male
4,947
Single
0
High School
null
29.444027
Urban
Premium
null
9
484
5
2021-08-19 15:21:39.254678
Poor
Yes
Weekly
Apartment
736
27,915
47
Male
17,091
Divorced
null
Master's
Employed
null
Urban
Comprehensive
null
5
605
5
2021-05-15 15:21:39.172097
Average
No
Rarely
Apartment
744
27,916
63
Male
495
Divorced
1
Master's
Employed
17.064392
Suburban
Premium
2
7
574
1
2023-05-14 15:21:39.155231
Average
No
Monthly
Apartment
449
27,917
40
Female
44,969
Married
3
Bachelor's
Self-Employed
13.034834
Rural
Comprehensive
0
13
null
4
2021-08-19 15:21:39.252145
Average
Yes
Weekly
Condo
69
27,918
27
Male
43,438
Married
1
Bachelor's
Unemployed
47.48398
Urban
Premium
1
2
null
9
2023-03-26 15:21:39.154008
Good
Yes
Monthly
Apartment
715
27,919
63
Male
49,176
Married
3
Master's
Unemployed
7.865701
Suburban
Comprehensive
0
17
null
1
2023-09-11 15:21:39.274993
Good
No
Weekly
Apartment
83
27,920
41
Male
2,146
Divorced
2
Bachelor's
null
40.338728
Suburban
Basic
3
13
824
3
2020-05-01 15:21:39.204790
Good
Yes
Daily
Condo
759
27,921
45
Male
36,313
Single
null
PhD
Employed
20.154725
Rural
Premium
null
11
303
6
2022-02-10 15:21:39.223901
Average
Yes
Monthly
Apartment
4,510
27,922
63
Female
72,269
Married
3
High School
Self-Employed
13.168651
Rural
Premium
null
13
370
4
2023-09-22 15:21:39.167099
Good
Yes
Rarely
Condo
1,205
27,923
61
Male
45,754
Single
2
Master's
Self-Employed
12.417813
Suburban
Premium
0
12
651
8
2023-03-01 15:21:39.182597
Average
No
Daily
House
97
27,924
20
Female
29,894
Divorced
1
Bachelor's
null
19.692345
Rural
Comprehensive
0
14
492
8
2019-10-01 15:21:39.096739
Average
No
Daily
Condo
439
27,925
58
Female
16,324
Single
4
High School
Employed
16.177987
Suburban
Premium
null
9
431
4
2019-12-02 15:21:39.125660
Poor
No
Daily
Condo
731
27,926
59
Male
45,115
Single
4
High School
null
21.753486
Suburban
Basic
0
3
644
6
2023-11-20 15:21:39.243823
Average
Yes
Daily
Apartment
769
27,927
53
Male
5,957
Married
4
Master's
Employed
26.381908
Urban
Comprehensive
null
16
686
2
2020-12-01 15:21:39.168099
Poor
No
Rarely
Condo
851
27,928
53
Female
29,055
Single
1
Master's
Unemployed
7.781399
Rural
Basic
null
0
569
5
2023-07-01 15:21:39.098696
Poor
Yes
Daily
Condo
715
27,929
23
Male
25,192
Divorced
3
PhD
null
null
Suburban
Comprehensive
2
19
589
3
2024-06-07 15:21:39.289099
Poor
Yes
Rarely
House
847
27,930
53
Male
2,420
Single
null
High School
Unemployed
24.160761
Suburban
Premium
0
13
514
5
2019-08-25 15:21:39.245086
Average
No
Weekly
Condo
1,525
27,931
34
Female
36,592
Single
0
Master's
Unemployed
7.40253
Suburban
Premium
1
1
714
7
2024-08-03 15:21:39.237118
Average
Yes
Rarely
Apartment
1,479
27,932
22
Male
11,952
Single
4
Bachelor's
null
28.917904
Suburban
Premium
0
18
584
8
2021-06-08 15:21:39.155231
null
No
Rarely
House
2,133
27,933
32
Male
393
Divorced
2
Bachelor's
null
11.976233
Rural
Comprehensive
1
0
470
6
2019-12-02 15:21:39.287115
Good
Yes
Daily
Apartment
1,159
27,934
26
Female
61,370
Divorced
null
High School
null
24.36273
Rural
Premium
null
13
431
4
2024-07-20 15:21:39.154008
Poor
Yes
Weekly
Apartment
2,079
27,935
21
Male
27,758
Married
0
Master's
Unemployed
36.099394
Suburban
Basic
null
10
657
8
2023-03-08 15:21:39.254678
Average
Yes
Monthly
Apartment
532
27,936
40
Male
19,390
Divorced
2
High School
Unemployed
39.168863
Rural
Basic
null
11
391
2
2020-11-25 15:21:39.237118
Poor
Yes
Daily
Apartment
1,939
27,937
45
Female
23,891
Married
2
High School
Self-Employed
10.812134
Urban
Comprehensive
null
0
569
2
2023-07-21 15:21:39.197445
Average
Yes
Daily
House
1,094
27,938
55
Female
25,011
Divorced
2
High School
Self-Employed
32.098228
Suburban
Comprehensive
1
5
751
4
2024-03-09 15:21:39.237118
Poor
Yes
Monthly
House
556
27,939
35
Male
64,782
Married
1
Bachelor's
Self-Employed
44.288838
Suburban
Comprehensive
0
7
739
5
2020-12-16 15:21:39.272456
Good
Yes
Daily
Apartment
391
27,940
25
Male
10,529
Single
2
PhD
Self-Employed
10.869125
Suburban
Basic
null
12
460
4
2020-01-23 15:21:39.118178
Average
Yes
Rarely
Apartment
845
27,941
45
Male
1,205
Married
3
High School
Employed
34.233563
Suburban
Premium
1
13
431
3
2023-02-22 15:21:39.289099
Poor
No
Monthly
House
461
27,942
42
Male
43,901
Divorced
1
Bachelor's
null
33.017985
Rural
Basic
5
1
470
6
2020-07-13 15:21:39.114118
null
Yes
Daily
House
1,552
27,943
35
Male
20,084
Married
1
High School
null
26.017531
Suburban
Comprehensive
null
0
354
2
2023-01-10 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,008
27,944
20
Female
23,981
Married
3
PhD
null
null
Urban
Comprehensive
0
10
841
8
2021-04-28 15:21:39.209847
Poor
Yes
Daily
Apartment
1,269
27,945
55
Male
16,682
Married
0
Bachelor's
Unemployed
29.569579
Urban
Basic
2
10
742
9
2020-11-20 15:21:39.177724
Good
Yes
Weekly
Condo
934
27,946
56
Male
27,571
Married
4
PhD
Employed
40.69479
Rural
Basic
1
3
728
9
2023-08-01 15:21:39.126661
Poor
Yes
Rarely
Condo
2,346
27,947
50
Female
6,097
Married
2
Bachelor's
Unemployed
34.719083
Rural
Premium
null
13
816
7
2020-06-11 15:21:39.194829
Average
Yes
Weekly
Apartment
2,391
27,948
21
Female
35,644
Divorced
1
Master's
Employed
16.008926
Suburban
Premium
0
14
543
4
2023-07-05 15:21:39.134960
Average
No
Daily
Apartment
964
27,949
64
Male
5,516
Single
4
Master's
Unemployed
11.135611
Suburban
Premium
null
6
618
1
2023-12-03 15:21:39.224915
Poor
Yes
Daily
Apartment
1,175
27,950
47
Male
80,634
Single
3
PhD
null
19.068844
Rural
Premium
null
1
465
9
2024-02-05 15:21:39.194829
Poor
No
Weekly
House
3,645
27,951
61
Male
26,179
Divorced
null
High School
null
26.59655
Urban
Basic
0
19
516
2
2020-07-24 15:21:39.182597
Average
Yes
Monthly
Apartment
1,107
27,952
32
Male
15,284
Divorced
3
Bachelor's
Employed
27.772889
Rural
Premium
0
8
486
1
2019-09-15 15:21:39.245086
Average
No
Monthly
Apartment
437
27,953
20
Female
7,881
Single
2
Master's
Self-Employed
35.920137
Suburban
Basic
0
11
708
3
2023-08-27 15:21:39.155231
Average
Yes
Daily
Apartment
447
27,954
34
Female
93,810
Single
0
Master's
Self-Employed
25.536326
Rural
Comprehensive
null
4
303
4
2019-12-21 15:21:39.150730
Good
No
Weekly
Condo
1,584
27,955
41
Female
16,056
Single
1
Bachelor's
Unemployed
7.859224
Rural
Basic
null
9
558
9
2023-07-08 15:21:39.124659
Poor
No
Monthly
Condo
2,196
27,956
43
Female
37,163
Single
null
Master's
Employed
17.922286
Suburban
Premium
0
15
433
8
2024-08-14 15:21:39.092127
Poor
Yes
Rarely
House
2,044
27,957
59
Female
73,471
Divorced
0
PhD
null
37.8985
Rural
Basic
2
8
598
8
2022-10-13 15:21:39.123711
Average
Yes
Weekly
Apartment
115
27,958
24
Male
18,082
Single
0
High School
Unemployed
15.271519
Suburban
Premium
0
4
null
3
2023-01-31 15:21:39.205850
Average
Yes
Weekly
Apartment
537
27,959
60
Male
23,710
Married
0
PhD
Self-Employed
35.545514
Suburban
Comprehensive
1
12
null
7
2021-11-16 15:21:39.097737
Average
No
Rarely
Apartment
342
27,960
22
Male
46,063
Single
4
High School
Employed
10.705921
Rural
Comprehensive
1
5
423
5
2021-01-14 15:21:39.111551
Poor
Yes
Monthly
House
450
27,961
48
Female
26,953
Divorced
3
Bachelor's
Employed
36.813456
Urban
Basic
0
4
null
7
2023-11-21 15:21:39.279729
Good
Yes
Rarely
House
549
27,962
56
Female
24,249
Divorced
4
High School
Self-Employed
29.897526
Urban
Basic
null
18
575
3
2023-09-22 15:21:39.235012
Poor
Yes
Weekly
House
544
27,963
20
Female
54,130
Married
1
PhD
Unemployed
43.49253
Rural
Premium
1
1
452
2
2024-01-08 15:21:39.237118
Average
No
Weekly
Apartment
270
27,964
53
Male
62,232
Single
2
Master's
Self-Employed
44.946122
Suburban
Premium
null
10
306
3
2023-10-01 15:21:39.172097
Poor
No
Rarely
Apartment
767
27,965
31
Female
18,058
Single
3
Master's
Unemployed
11.096388
Rural
Basic
1
11
827
6
2021-11-18 15:21:39.288099
Poor
No
Weekly
Apartment
567
27,966
19
Female
38,612
Married
null
High School
null
46.332445
Rural
Premium
1
17
815
4
2021-08-25 15:21:39.276901
Average
No
Monthly
Condo
563
27,967
26
Male
5,530
Married
3
High School
null
17.005948
Urban
Comprehensive
null
3
518
9
2021-02-05 15:21:39.112553
Good
No
Daily
Apartment
845
27,968
36
Female
30,373
Single
1
Bachelor's
null
null
Rural
Comprehensive
1
18
456
2
2022-12-04 15:21:39.173834
Poor
Yes
Weekly
House
731
27,969
42
Female
43,112
Divorced
null
PhD
Employed
10.977364
Urban
Basic
1
13
473
7
2022-11-15 15:21:39.278402
Average
Yes
Weekly
Condo
1,282
27,970
61
Female
12,058
Single
0
PhD
Employed
28.232714
Suburban
Premium
1
3
728
4
2020-12-12 15:21:39.155231
Good
No
Monthly
House
1,194
27,971
47
Female
97,562
Single
3
Master's
Employed
17.756043
Rural
Basic
4
6
463
2
2024-03-21 15:21:39.276388
null
No
Daily
House
1,653
27,972
64
Female
18,679
Divorced
4
Master's
null
39.868301
Rural
Premium
null
12
762
7
2021-09-18 15:21:39.170099
Average
No
Daily
Condo
1,225
27,973
60
Female
null
Divorced
0
High School
Employed
null
Rural
Premium
1
16
459
2
2022-06-10 15:21:39.185215
null
No
Rarely
Apartment
1,207
27,974
25
Male
30,472
Single
1
PhD
null
33.171537
Suburban
Comprehensive
2
19
null
3
2023-12-10 15:21:39.265513
Good
Yes
Weekly
Apartment
688
27,975
21
Male
17,963
Married
0
High School
Employed
45.490524
Rural
Comprehensive
null
8
467
4
2023-12-03 15:21:39.177724
Average
No
Monthly
Condo
2,196
27,976
55
Female
5,718
Divorced
0
PhD
null
18.739681
Urban
Premium
1
7
453
9
2021-08-05 15:21:39.221386
Poor
Yes
Monthly
House
2,355
27,977
null
Female
14,961
Married
2
Bachelor's
Employed
11.869106
Suburban
Comprehensive
1
11
509
7
2020-08-25 15:21:39.237118
Poor
Yes
Weekly
House
821
27,978
35
Male
9,999
Divorced
4
PhD
Employed
48.488212
Suburban
Premium
1
5
436
4
2023-04-21 15:21:39.209847
Poor
No
Rarely
Condo
857
27,979
38
Male
122,910
Single
1
Bachelor's
Employed
29.390879
Suburban
Comprehensive
1
11
742
4
2019-11-28 15:21:39.079128
Average
No
Daily
Apartment
2,248
27,980
45
Female
42,656
Divorced
4
PhD
Employed
39.93856
Urban
Premium
0
13
571
8
2023-03-17 15:21:39.230483
Average
No
Weekly
House
124
27,981
60
Female
2,415
Married
2
PhD
Self-Employed
null
Rural
Basic
0
3
683
9
2023-08-31 15:21:39.235012
Average
Yes
Weekly
Apartment
814
27,982
62
Male
2,778
Divorced
1
Bachelor's
Unemployed
null
Urban
Basic
0
4
725
4
2022-02-09 15:21:39.134960
Average
Yes
Rarely
Condo
689
27,983
52
Male
52,897
Single
0
Bachelor's
Unemployed
32.435724
Rural
Basic
null
1
385
9
2022-09-14 15:21:39.197445
null
No
Monthly
House
336
27,984
40
Female
43,890
Married
1
High School
Unemployed
33.811351
Rural
Basic
1
9
447
8
2023-02-17 15:21:39.237118
Poor
No
Weekly
House
2,816
27,985
22
Female
28,983
Divorced
0
High School
Self-Employed
30.079831
Rural
Basic
0
18
492
6
2021-11-16 15:21:39.155231
Average
Yes
Monthly
House
551
27,986
24
Male
59,566
Married
4
High School
null
29.473865
Urban
Premium
1
19
607
4
2023-04-27 15:21:39.122134
Poor
No
Daily
Apartment
311
27,987
40
Male
null
Married
1
Master's
Unemployed
49.597682
Urban
Basic
null
8
null
1
2019-11-13 15:21:39.244069
Poor
Yes
Monthly
House
2,639
27,988
61
Female
2,478
Single
0
Master's
Employed
25.539303
Suburban
Basic
null
13
688
3
2020-06-04 15:21:39.224915
Poor
Yes
Daily
Condo
2,836
27,989
50
Female
55,986
Divorced
null
High School
null
6.493369
Urban
Basic
2
4
822
5
2020-11-19 15:21:39.178717
Good
Yes
Rarely
Condo
2,145
27,990
45
Male
10,049
Divorced
null
Bachelor's
null
12.274917
Urban
Premium
1
19
832
4
2022-02-07 15:21:39.126661
Good
No
Rarely
House
1,132
27,991
23
Female
149,599
Single
1
Bachelor's
Employed
22.740725
Rural
Basic
null
2
434
1
2024-05-23 15:21:39.205850
Poor
No
Rarely
Condo
3,038
27,992
53
Female
24,952
Single
null
PhD
Employed
16.848183
Suburban
Comprehensive
1
0
null
8
2022-07-11 15:21:39.192212
Average
No
Monthly
Condo
688
27,993
46
Female
94,895
Single
2
PhD
null
51.402748
Rural
Premium
2
15
741
3
2024-03-28 15:21:39.202448
Average
Yes
Monthly
Condo
939
27,994
47
Female
25,980
Divorced
4
PhD
Self-Employed
33.910975
Rural
Premium
1
0
684
9
2024-02-02 15:21:39.237118
Good
No
Rarely
Condo
1,784
27,995
23
Female
24,224
Married
4
Bachelor's
Self-Employed
19.792327
Urban
Premium
0
12
757
5
2023-11-15 15:21:39.133866
null
No
Daily
Apartment
626
27,996
37
Female
143,551
Married
4
Master's
Employed
16.839058
Suburban
Comprehensive
1
6
446
9
2021-04-21 15:21:39.122134
Average
Yes
Weekly
Condo
992
27,997
58
Male
4,469
Married
null
Bachelor's
Self-Employed
14.645413
Urban
Premium
null
18
null
2
2022-06-22 15:21:39.188220
Good
No
Weekly
Apartment
325
27,998
52
Female
8,079
Divorced
0
Master's
Employed
20.818981
Urban
Basic
null
19
788
4
2022-10-09 15:21:39.237118
Average
Yes
Monthly
Condo
997
27,999
39
Male
62,470
Married
3
Master's
Unemployed
20.852186
Rural
Basic
1
7
431
5
2024-05-29 15:21:39.274993
Poor
No
Monthly
House
300