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
27,400
37
Male
8,892
Married
1
PhD
Self-Employed
17.869
Rural
Comprehensive
null
16
796
3
2021-06-18 15:21:39.272456
Good
No
Weekly
House
1,631
27,401
52
Male
96,771
Married
1
PhD
Employed
21.518945
Suburban
Comprehensive
0
18
403
8
2024-08-06 15:21:39.091080
Poor
No
Weekly
House
703
27,402
57
Female
27,230
Single
1
Master's
Employed
43.933158
Rural
Premium
1
18
695
8
2020-06-24 15:21:39.188220
Good
No
Daily
Apartment
2,155
27,403
40
Male
1,094
Single
1
Bachelor's
Employed
25.560511
Suburban
Premium
null
3
410
2
2021-04-08 15:21:39.134960
null
Yes
Monthly
Apartment
1,076
27,404
36
Female
26,816
Single
3
Bachelor's
null
7.057068
Suburban
Premium
0
7
552
2
2022-12-24 15:21:39.106582
Good
No
Monthly
Condo
925
27,405
20
Female
43,889
Single
0
PhD
null
37.085468
Rural
Basic
null
2
704
7
2023-08-15 15:21:39.143708
Good
No
Monthly
House
2,333
27,406
21
Female
1,561
Divorced
2
PhD
null
12.08699
Urban
Premium
4
17
397
7
2020-01-30 15:21:39.111551
Poor
Yes
Rarely
Apartment
438
27,407
53
Female
6,959
Single
2
Bachelor's
Self-Employed
33.753052
Urban
Comprehensive
1
13
671
7
2023-12-08 15:21:39.172097
Good
No
Rarely
Apartment
69
27,408
20
Female
63,358
Divorced
2
Bachelor's
Self-Employed
15.281301
Urban
Basic
2
3
625
6
2022-05-14 15:21:39.126661
Poor
Yes
Weekly
Apartment
2,558
27,409
43
Female
17,751
Divorced
4
Master's
null
7.699881
Urban
Premium
2
1
null
4
2021-08-29 15:21:39.134960
Good
Yes
Monthly
Apartment
155
27,410
53
Female
24,226
Married
3
High School
Self-Employed
19.972246
Rural
Basic
1
10
544
9
2020-11-01 15:21:39.190215
Poor
Yes
Rarely
Condo
799
27,411
20
Male
1,040
Divorced
2
PhD
Unemployed
25.868781
Rural
Premium
1
0
587
2
2024-04-11 15:21:39.219432
Good
Yes
Monthly
House
1,871
27,412
64
Male
19,056
Married
4
PhD
Self-Employed
30.596564
Urban
Basic
1
0
372
6
2024-03-30 15:21:39.232526
Average
Yes
Monthly
Condo
1,468
27,413
18
Female
35,192
Single
0
High School
null
14.822754
Suburban
Premium
1
10
587
6
2021-06-24 15:21:39.122134
Good
No
Monthly
House
1,194
27,414
57
Male
142,847
Divorced
0
PhD
Self-Employed
37.47263
Suburban
Comprehensive
null
8
438
4
2020-01-20 15:21:39.172097
null
Yes
Weekly
House
115
27,415
52
Male
67,557
Single
4
PhD
Employed
12.449439
Urban
Premium
1
11
516
7
2022-03-09 15:21:39.209847
Average
No
Monthly
House
305
27,416
27
Male
59,688
Divorced
null
Master's
Unemployed
32.626218
Urban
Premium
null
15
460
8
2021-07-17 15:21:39.188220
Good
No
Monthly
Condo
1,054
27,417
45
Female
null
Divorced
1
Bachelor's
Self-Employed
31.927072
Suburban
Comprehensive
2
2
556
3
2024-05-05 15:21:39.112553
Good
Yes
Rarely
Apartment
2,336
27,418
26
Female
73,660
Married
3
Bachelor's
Self-Employed
35.589935
Suburban
Premium
1
6
832
6
2021-12-10 15:21:39.269494
Average
Yes
Rarely
Condo
228
27,419
48
Female
23,249
Divorced
2
Master's
Self-Employed
33.898375
Urban
Comprehensive
1
12
587
7
2021-09-07 15:21:39.206847
Poor
Yes
Weekly
House
25
27,420
61
Female
20,597
Divorced
2
Master's
Employed
27.186427
Urban
Premium
2
2
594
2
2020-09-17 15:21:39.199447
Poor
Yes
Daily
Apartment
3,440
27,421
34
Male
14,094
Married
3
Bachelor's
Employed
11.988468
Rural
Comprehensive
0
9
699
4
2022-07-15 15:21:39.172097
Poor
No
Weekly
House
704
27,422
50
Female
12,963
Divorced
1
High School
Self-Employed
16.292341
Suburban
Premium
null
1
null
6
2021-06-07 15:21:39.097737
Poor
No
Daily
Apartment
619
27,423
25
Female
6,093
Married
null
PhD
null
7.86949
Suburban
Premium
0
10
523
5
2020-02-22 15:21:39.276901
Poor
No
Rarely
Condo
1,101
27,424
39
Female
58,859
Married
0
PhD
Employed
8.836907
Urban
Premium
4
1
474
7
2022-03-22 15:21:39.134960
Average
Yes
Monthly
House
1,616
27,425
32
Male
3,541
Single
3
PhD
Employed
50.940977
Suburban
Basic
2
4
590
4
2022-10-07 15:21:39.134960
Good
No
Rarely
Apartment
24
27,426
42
Female
28,198
Divorced
3
PhD
Employed
12.895469
Rural
Comprehensive
1
4
824
5
2022-10-07 15:21:39.181605
Good
No
Monthly
Apartment
789
27,427
53
Female
26,604
Single
0
Master's
Unemployed
43.694849
Urban
Comprehensive
0
7
661
5
2024-06-01 15:21:39.132191
Good
Yes
Daily
House
742
27,428
59
Female
26,667
Divorced
2
High School
Employed
35.876366
Rural
Comprehensive
1
14
582
7
2023-03-01 15:21:39.155231
Good
Yes
Rarely
Condo
695
27,429
45
Female
23,651
Divorced
3
PhD
Unemployed
34.018862
Suburban
Comprehensive
1
18
581
2
2023-09-23 15:21:39.226954
Average
No
Rarely
Apartment
356
27,430
43
Female
19,577
Divorced
0
Bachelor's
Employed
23.018867
Urban
Premium
null
15
461
2
2022-01-27 15:21:39.134960
Average
No
Daily
Apartment
2,122
27,431
20
Female
21,313
Single
null
High School
Employed
14.645411
Urban
Comprehensive
2
6
810
3
2024-03-29 15:21:39.250151
Average
No
Rarely
House
731
27,432
31
Female
79,029
Divorced
0
Bachelor's
null
26.086216
Urban
Basic
2
0
null
6
2023-05-16 15:21:39.114118
Average
Yes
Weekly
House
2,117
27,433
27
Male
17,107
Single
1
Bachelor's
null
28.896713
Rural
Comprehensive
0
12
449
4
2019-09-13 15:21:39.155231
Good
No
Rarely
House
829
27,434
24
Male
3,998
Single
3
Bachelor's
Unemployed
null
Suburban
Comprehensive
1
12
794
7
2022-11-28 15:21:39.192212
Average
No
Daily
House
687
27,435
28
Male
8,972
Single
2
Bachelor's
null
28.091844
Suburban
Premium
0
14
805
6
2021-01-07 15:21:39.199447
Poor
No
Rarely
House
3,319
27,436
20
Male
24,245
Divorced
1
High School
null
26.878693
Rural
Comprehensive
null
18
731
1
2022-06-26 15:21:39.251142
Good
Yes
Monthly
House
1,943
27,437
41
Female
9,051
Married
1
High School
null
29.914905
Suburban
Basic
1
1
null
8
2020-02-04 15:21:39.097737
Poor
Yes
Monthly
Condo
967
27,438
44
Male
38,662
Married
3
PhD
Self-Employed
25.489944
Urban
Comprehensive
0
1
804
1
2023-10-18 15:21:39.287115
Good
No
Weekly
Condo
1,251
27,439
43
Female
73,435
Divorced
0
High School
Unemployed
null
Rural
Basic
1
16
484
7
2020-02-24 15:21:39.225916
Average
No
Daily
House
1,061
27,440
41
Female
39,640
Divorced
0
Master's
null
24.163764
Urban
Basic
1
13
845
7
2024-02-14 15:21:39.283783
Average
Yes
Monthly
Apartment
60
27,441
61
Female
36,203
null
0
PhD
null
8.779686
Rural
Basic
1
15
672
8
2024-04-06 15:21:39.192212
null
No
Weekly
House
635
27,442
19
Female
43,934
Single
2
Master's
null
28.816432
Suburban
Basic
0
14
462
1
2024-01-24 15:21:39.182597
Poor
Yes
Daily
Apartment
921
27,443
28
Male
7,981
Married
2
Bachelor's
null
45.858796
Urban
Basic
null
8
790
4
2022-09-20 15:21:39.252145
Good
Yes
Monthly
Condo
1,341
27,444
57
Female
18,077
Married
1
PhD
null
28.052613
Suburban
Basic
null
0
773
7
2021-12-14 15:21:39.134960
Average
No
Monthly
House
622
27,445
62
Male
888
Married
null
PhD
null
45.413428
Urban
Comprehensive
3
1
567
3
2024-03-23 15:21:39.199447
Good
Yes
Rarely
Condo
1,434
27,446
59
Female
16,124
Divorced
1
High School
null
38.38142
Urban
Basic
3
16
823
4
2020-04-21 15:21:39.237118
Poor
Yes
Monthly
Condo
1,230
27,447
48
Female
17
Divorced
4
PhD
null
32.34989
Suburban
Premium
null
6
null
3
2024-06-03 15:21:39.286113
Average
No
Weekly
House
381
27,448
31
Female
37,677
Married
4
Master's
Employed
null
Urban
Premium
null
2
491
3
2024-08-03 15:21:39.165120
Good
Yes
Rarely
House
1,757
27,449
44
Female
14,071
Divorced
3
Master's
null
48.083416
Suburban
Comprehensive
null
12
725
8
2023-06-30 15:21:39.130190
Poor
Yes
Weekly
House
795
27,450
43
Female
5,949
Married
1
Master's
null
27.817107
Urban
Comprehensive
null
19
723
1
2021-02-23 15:21:39.247098
Good
No
Monthly
Apartment
602
27,451
57
Male
30,500
Single
0
High School
Self-Employed
12.92615
Suburban
Comprehensive
1
7
501
9
2023-07-21 15:21:39.134960
Average
No
Monthly
House
930
27,452
53
Male
18,379
Married
0
Bachelor's
Self-Employed
19.354544
Urban
Comprehensive
null
2
519
1
2023-08-08 15:21:39.100695
Average
Yes
Rarely
House
315
27,453
43
Female
17,375
Single
0
Master's
null
29.926651
Rural
Comprehensive
0
8
461
2
2024-02-17 15:21:39.235012
Poor
Yes
Daily
Condo
807
27,454
48
Male
23,172
Single
3
Bachelor's
Unemployed
13.52728
Suburban
Basic
1
17
815
1
2021-08-09 15:21:39.274993
Poor
No
Daily
Apartment
226
27,455
25
Female
40,552
Single
0
High School
Unemployed
16.328323
Urban
Basic
null
9
null
5
2021-01-07 15:21:39.248098
null
Yes
Weekly
Apartment
2,280
27,456
29
Female
null
Divorced
3
High School
null
23.73875
Rural
Premium
null
5
393
3
2020-11-05 15:21:39.281787
Poor
Yes
Monthly
Condo
2,401
27,457
62
Male
80,585
Married
0
PhD
Self-Employed
6.545519
Suburban
Basic
2
4
444
2
2020-01-01 15:21:39.285112
Good
No
Rarely
House
827
27,458
54
Male
24,486
Single
2
Master's
Unemployed
22.174988
Urban
Comprehensive
0
10
null
6
2023-10-03 15:21:39.094752
Good
Yes
Rarely
Condo
1,422
27,459
46
Male
31,844
Married
3
Bachelor's
Self-Employed
26.248052
Suburban
Premium
1
8
512
4
2020-06-04 15:21:39.174719
Poor
No
Weekly
House
1,356
27,460
33
Female
5,881
Divorced
4
Master's
Employed
9.748539
Rural
Comprehensive
null
16
441
4
2020-06-11 15:21:39.204790
Good
Yes
Monthly
Apartment
355
27,461
42
Male
1,040
Single
2
Bachelor's
Unemployed
22.143942
Rural
Comprehensive
0
9
438
1
2022-07-16 15:21:39.226954
Average
Yes
Weekly
House
1,841
27,462
55
Male
20,303
Married
4
PhD
null
49.867439
Rural
Basic
1
8
null
2
2023-03-16 15:21:39.170099
Good
No
Daily
House
740
27,463
55
Female
43,800
Divorced
3
Master's
Self-Employed
10.818653
Rural
Premium
2
14
370
9
2020-03-27 15:21:39.176717
Good
Yes
Monthly
Condo
469
27,464
56
Male
23,952
Divorced
4
Bachelor's
Self-Employed
28.163919
Rural
Basic
null
13
534
2
2021-08-01 15:21:39.290098
Average
No
Rarely
House
1,269
27,465
36
Female
25,628
Single
0
Master's
Employed
36.017928
Suburban
Basic
null
13
833
5
2024-07-16 15:21:39.217387
Poor
Yes
Rarely
Apartment
80
27,466
35
Male
5,964
Single
4
High School
Employed
17.843754
Rural
Comprehensive
1
9
568
7
2023-02-05 15:21:39.223901
Good
No
Monthly
House
961
27,467
51
Male
43,490
Married
2
Bachelor's
null
null
Suburban
Premium
null
7
569
5
2023-05-24 15:21:39.226954
Average
Yes
Monthly
House
661
27,468
20
Female
3,100
Married
2
Bachelor's
Employed
38.927978
Suburban
Premium
2
5
565
5
2023-05-19 15:21:39.098696
Good
Yes
Monthly
Apartment
515
27,469
28
Male
83,249
Married
3
Bachelor's
Self-Employed
45.32885
Rural
Basic
null
10
330
6
2021-02-02 15:21:39.132191
Good
Yes
Monthly
Condo
1,584
27,470
53
Female
17,891
Married
1
Master's
null
33.582225
Suburban
Premium
1
4
586
7
2022-01-11 15:21:39.155231
Good
No
Monthly
Condo
1,391
27,471
31
Female
31,008
Single
1
High School
Employed
20.257844
Suburban
Basic
0
0
617
5
2023-11-28 15:21:39.151732
Good
No
Weekly
House
672
27,472
35
Male
39,097
Married
3
Bachelor's
Employed
33.726782
Urban
Basic
1
13
548
4
2020-04-09 15:21:39.155231
Poor
No
Daily
Condo
813
27,473
48
Male
60,923
Married
4
Master's
null
33.879041
Rural
Comprehensive
null
10
434
9
2022-06-29 15:21:39.093681
Poor
Yes
Monthly
Condo
1,180
27,474
45
Female
1,187
Single
1
Master's
Unemployed
null
Suburban
Comprehensive
0
11
615
7
2024-06-26 15:21:39.273973
Average
No
Weekly
House
925
27,475
58
Male
39,746
Divorced
4
High School
null
26.147818
Suburban
Basic
null
9
627
4
2022-10-30 15:21:39.134960
Average
Yes
Rarely
Apartment
813
27,476
64
Female
964
Divorced
0
High School
Employed
null
Suburban
Premium
0
11
689
4
2024-05-27 15:21:39.177724
Good
No
Rarely
House
3,168
27,477
56
Male
69,061
Single
2
PhD
null
22.065112
Rural
Premium
null
7
433
1
2023-07-11 15:21:39.237118
Average
Yes
Monthly
Condo
1,085
27,478
50
Female
24,897
Single
null
Master's
Self-Employed
10.552098
Rural
Comprehensive
null
9
558
8
2023-09-22 15:21:39.165120
Average
Yes
Monthly
Condo
2,105
27,479
51
Male
9,905
Married
0
Master's
Unemployed
29.867808
Urban
Premium
2
1
null
1
2021-04-19 15:21:39.134960
Good
Yes
Rarely
Condo
486
27,480
50
Female
13,564
Divorced
0
Master's
null
15.787099
Urban
Comprehensive
null
4
329
1
2021-04-15 15:21:39.224915
Poor
Yes
Weekly
Apartment
693
27,481
43
Female
4,973
Single
2
High School
null
16.740661
Rural
Premium
1
16
307
3
2023-03-03 15:21:39.252145
Average
No
Rarely
Condo
2,333
27,482
58
Male
18,114
Single
4
PhD
Self-Employed
41.089158
Rural
Comprehensive
null
5
797
2
2019-12-15 15:21:39.155231
Average
Yes
Rarely
House
482
27,483
48
Male
40,540
Married
3
PhD
Unemployed
16.934896
Suburban
Basic
null
9
null
7
2020-04-23 15:21:39.173834
Average
Yes
Monthly
House
1,673
27,484
62
Female
26,963
Single
2
PhD
Self-Employed
50.735603
Suburban
Basic
null
19
659
6
2022-10-29 15:21:39.209847
Average
No
Rarely
House
598
27,485
23
Male
43,712
Divorced
2
Bachelor's
Unemployed
19.052458
Rural
Premium
0
5
626
9
2024-06-05 15:21:39.237118
Average
Yes
Rarely
House
663
27,486
44
Male
29,483
Married
0
PhD
Unemployed
17.723254
Suburban
Basic
null
14
761
5
2020-03-07 15:21:39.237118
Poor
Yes
Weekly
Condo
2,091
27,487
48
Male
38,133
Married
4
Bachelor's
Self-Employed
35.387837
Urban
Premium
null
11
558
5
2021-12-10 15:21:39.223390
Poor
No
Rarely
Apartment
587
27,488
23
Female
34,117
Single
0
High School
Employed
27.927543
Suburban
Comprehensive
1
8
683
4
2020-03-21 15:21:39.155231
Poor
No
Monthly
Condo
830
27,489
20
Male
11,748
Divorced
4
Bachelor's
null
28.881327
Urban
Basic
0
5
751
1
2023-06-02 15:21:39.079128
null
Yes
Monthly
Condo
677
27,490
64
Female
13,984
Married
2
PhD
Employed
12.564174
Suburban
Basic
1
11
548
5
2021-12-24 15:21:39.185215
Average
No
Rarely
Condo
2,058
27,491
27
Female
16,750
Single
0
Master's
Unemployed
8.090627
Urban
Comprehensive
0
17
null
7
2019-10-11 15:21:39.132191
Average
No
Monthly
House
788
27,492
27
Female
25,790
Married
0
Master's
null
18.247716
Urban
Comprehensive
2
2
538
4
2021-12-26 15:21:39.221386
Poor
Yes
Monthly
House
589
27,493
40
Male
49,746
Married
1
Bachelor's
Unemployed
29.168568
Rural
Premium
0
17
788
1
2020-03-12 15:21:39.171102
Poor
Yes
Daily
Condo
119
27,494
59
Male
36,359
Single
4
Bachelor's
Unemployed
23.891241
Rural
Comprehensive
4
19
null
9
2020-01-30 15:21:39.283783
Average
Yes
Monthly
House
773
27,495
41
Female
80,236
Divorced
null
Bachelor's
Employed
28.148021
Rural
Basic
1
19
375
2
2022-05-23 15:21:39.179186
Good
No
Rarely
Apartment
527
27,496
42
Male
71,906
Divorced
0
Master's
Unemployed
47.58987
Suburban
Basic
0
18
449
9
2019-12-12 15:21:39.131192
Average
Yes
Monthly
House
475
27,497
41
Female
16,159
Divorced
2
Bachelor's
Employed
25.883978
Urban
Basic
null
18
769
4
2021-01-05 15:21:39.179186
Poor
No
Daily
Condo
1,859
27,498
57
Female
26,894
Divorced
0
Bachelor's
Unemployed
44.570859
Urban
Basic
1
14
739
9
2022-05-27 15:21:39.246098
Good
Yes
Daily
Condo
1,099
27,499
18
Female
36,287
Single
2
Bachelor's
Employed
18.348821
Rural
Comprehensive
null
5
626
7
2019-10-16 15:21:39.082499
Good
No
Rarely
Apartment
1,504