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
45,400
48
Male
39,731
Single
3
High School
Self-Employed
43.263808
Suburban
Basic
1
8
645
2
2021-09-22 15:21:39.194829
null
No
Weekly
House
745
45,401
56
Male
9,586
Single
0
Bachelor's
Unemployed
37.634804
Urban
Premium
0
1
488
5
2021-12-11 15:21:39.098696
Average
No
Weekly
Condo
1,119
45,402
52
Female
1,277
Single
2
Bachelor's
null
29.478045
Rural
Premium
2
1
823
3
2020-09-23 15:21:39.228521
Average
Yes
Rarely
Apartment
1,245
45,403
64
Male
130,140
Married
null
High School
Self-Employed
8.69302
Rural
Comprehensive
1
3
818
8
2019-12-22 15:21:39.252145
Poor
No
Monthly
House
126
45,404
33
Female
90,891
Single
3
PhD
null
30.818245
Suburban
Basic
1
19
391
4
2022-03-16 15:21:39.176717
Good
Yes
Rarely
Condo
1,314
45,405
40
Male
115,539
Single
3
Master's
Unemployed
7.936196
Urban
Comprehensive
2
13
373
4
2023-05-02 15:21:39.124659
Good
No
Weekly
House
2,999
45,406
39
Female
105,933
Divorced
1
Bachelor's
Self-Employed
28.071887
Urban
Basic
null
5
399
2
2024-01-30 15:21:39.155231
Poor
No
Daily
Condo
1,949
45,407
19
Male
11,239
Divorced
2
High School
null
30.723757
Urban
Premium
0
11
495
9
2022-06-23 15:21:39.097737
Poor
No
Monthly
House
518
45,408
63
Male
133,239
Single
4
High School
Unemployed
39.925431
Urban
Basic
null
0
438
8
2023-04-30 15:21:39.274993
Good
No
Daily
Apartment
2,107
45,409
29
Male
836
Married
4
Bachelor's
null
11.746301
Rural
Basic
0
11
385
2
2019-09-25 15:21:39.096739
Good
No
Daily
House
677
45,410
52
Female
4,901
Single
0
Master's
Unemployed
24.01306
Rural
Premium
null
15
393
1
2022-10-31 15:21:39.079128
Average
No
Weekly
House
441
45,411
38
Female
null
Married
1
Master's
Unemployed
9.246764
Urban
Premium
0
10
326
6
2021-04-26 15:21:39.208842
Poor
Yes
Weekly
Condo
1,979
45,412
24
Female
56,523
Married
null
Master's
null
27.35193
Rural
Comprehensive
3
9
null
2
2021-06-11 15:21:39.244069
Good
No
Rarely
Condo
1,847
45,413
35
Female
90,915
Married
2
Bachelor's
Self-Employed
46.750079
Suburban
Basic
0
15
818
9
2023-09-22 15:21:39.235012
Good
No
Weekly
Condo
420
45,414
44
Male
16,888
Divorced
2
PhD
Unemployed
30.049694
Rural
Basic
1
7
690
7
2022-02-06 15:21:39.134960
Poor
No
Rarely
Apartment
966
45,415
22
Male
103,645
Single
null
PhD
Unemployed
39.480172
Urban
Comprehensive
3
7
335
5
2020-11-17 15:21:39.191219
Poor
No
Weekly
Condo
2,992
45,416
59
Male
17,164
Married
1
Master's
Self-Employed
31.829073
Urban
Comprehensive
0
13
548
3
2022-04-27 15:21:39.269494
Average
No
Rarely
House
832
45,417
46
Female
7,092
Divorced
2
Bachelor's
Self-Employed
12.332324
Suburban
Basic
0
5
759
7
2023-03-18 15:21:39.092127
Good
No
Monthly
Condo
552
45,418
37
Male
109,733
Married
2
Master's
null
18.922183
Suburban
Comprehensive
2
12
693
8
2020-06-03 15:21:39.151732
Good
No
Daily
House
2,691
45,419
43
Male
null
Single
0
High School
null
37.664713
Suburban
Basic
0
4
419
5
2023-03-03 15:21:39.171102
Good
Yes
Daily
Apartment
518
45,420
46
Female
34,652
Single
1
Bachelor's
Unemployed
34.927647
Urban
Basic
1
4
784
3
2022-03-14 15:21:39.237118
Poor
No
Weekly
Apartment
1,137
45,421
19
Male
1,477
Divorced
1
PhD
Employed
14.638649
Suburban
Basic
null
8
646
5
2021-08-17 15:21:39.194829
Good
Yes
Daily
Condo
2,192
45,422
46
Male
24,435
Single
0
PhD
Employed
50.271171
Suburban
Basic
null
14
null
5
2024-08-13 15:21:39.177724
Poor
Yes
Weekly
Condo
304
45,423
60
Male
44,393
Single
2
Bachelor's
null
16.352377
Suburban
Basic
null
18
449
6
2020-04-07 15:21:39.171102
Average
No
Rarely
House
24
45,424
53
Male
19,150
Married
4
High School
Self-Employed
19.951296
Rural
Premium
0
13
516
6
2022-01-13 15:21:39.094752
Poor
No
Daily
Condo
1,213
45,425
19
Male
18,095
Divorced
3
High School
Self-Employed
22.91276
Suburban
Comprehensive
null
16
518
2
2022-03-26 15:21:39.237118
Poor
Yes
Rarely
House
656
45,426
41
Female
null
Married
2
PhD
Employed
21.371475
Urban
Basic
0
9
334
1
2020-09-29 15:21:39.126661
Good
No
Rarely
Condo
582
45,427
48
Male
48,532
Married
3
High School
Self-Employed
39.834302
Rural
Premium
1
19
322
4
2024-06-27 15:21:39.231531
Average
No
Rarely
House
995
45,428
26
Male
7,791
Single
3
Master's
null
4.648756
Rural
Premium
null
19
null
7
2022-02-28 15:21:39.188220
Good
Yes
Monthly
House
692
45,429
30
Female
130,614
Divorced
1
Master's
Employed
12.145792
Rural
Comprehensive
2
12
498
1
2022-04-04 15:21:39.236064
Poor
Yes
Daily
Condo
283
45,430
36
Male
53,749
Married
2
Master's
Self-Employed
35.255973
Suburban
Comprehensive
4
15
370
9
2021-03-27 15:21:39.279729
Good
Yes
Rarely
Condo
260
45,431
40
Female
1,269
Married
1
PhD
Employed
13.919402
Rural
Comprehensive
2
9
null
7
2020-07-08 15:21:39.168099
Poor
No
Rarely
House
686
45,432
42
Female
39,146
Divorced
1
High School
Self-Employed
23.735984
Suburban
Comprehensive
2
18
null
6
2021-08-13 15:21:39.261856
Good
Yes
Monthly
Apartment
561
45,433
54
Female
13,882
Single
2
Master's
Self-Employed
40.83912
Rural
Comprehensive
1
15
826
4
2020-08-14 15:21:39.134960
Good
Yes
Rarely
House
1,097
45,434
46
Male
51,241
Married
2
Bachelor's
Employed
14.247815
Urban
Comprehensive
0
6
577
7
2023-05-07 15:21:39.256696
Good
No
Rarely
Apartment
397
45,435
22
Male
6,392
Single
3
High School
Self-Employed
26.907872
Urban
Comprehensive
1
15
720
5
2022-12-26 15:21:39.236064
Good
Yes
Weekly
Apartment
1,355
45,436
55
Female
33,177
Divorced
1
Master's
Employed
10.243415
Urban
Basic
2
17
null
3
2020-10-10 15:21:39.235012
Good
Yes
Rarely
Apartment
3,038
45,437
36
Female
26,081
Married
1
Master's
Employed
29.667544
Rural
Basic
0
13
751
6
2022-11-11 15:21:39.118178
Average
No
Rarely
House
2,812
45,438
42
Female
13,702
Married
4
Master's
Employed
22.827286
Rural
Basic
1
5
734
6
2022-07-18 15:21:39.146733
Average
No
Rarely
House
1,136
45,439
50
Male
null
Married
0
Bachelor's
Self-Employed
32.505085
Suburban
Comprehensive
2
8
null
5
2023-10-30 15:21:39.086123
Good
Yes
Monthly
Apartment
45
45,440
59
Female
76,943
Married
4
High School
Employed
9.251811
Rural
Basic
3
17
780
7
2022-08-12 15:21:39.134960
Average
Yes
Daily
Condo
81
45,441
54
Female
23,273
Divorced
2
Bachelor's
null
34.065141
Suburban
Basic
null
15
691
2
2024-04-20 15:21:39.174719
Poor
No
Daily
House
602
45,442
42
Male
15,696
Married
null
PhD
Self-Employed
43.366507
Rural
Basic
1
4
804
4
2020-09-08 15:21:39.172097
Good
No
Monthly
Condo
1,172
45,443
20
Male
26,203
Divorced
4
High School
Employed
50.481727
Urban
Premium
1
0
312
3
2021-07-13 15:21:39.285112
Average
Yes
Daily
House
1,326
45,444
34
Male
35,358
Single
3
High School
Self-Employed
25.55531
Urban
Premium
null
9
759
5
2022-10-12 15:21:39.155231
Good
Yes
Daily
Apartment
684
45,445
44
Female
24,897
Married
2
Bachelor's
null
20.835257
Rural
Basic
2
2
743
5
2020-02-24 15:21:39.155231
Poor
Yes
Daily
House
656
45,446
46
Female
19,180
Single
null
Master's
Unemployed
21.979305
Urban
Basic
null
8
779
4
2023-04-10 15:21:39.155231
Poor
No
Monthly
Condo
1,515
45,447
61
Male
27,142
Single
0
PhD
Employed
33.01163
Suburban
Basic
1
9
821
4
2022-12-20 15:21:39.134960
null
Yes
Monthly
Condo
1,273
45,448
56
Male
26,707
Single
2
Bachelor's
Employed
34.735608
Suburban
Comprehensive
null
6
532
5
2024-01-24 15:21:39.172097
Poor
No
Weekly
House
876
45,449
36
Female
24,963
Divorced
4
PhD
Unemployed
19.611103
Urban
Comprehensive
null
0
835
5
2023-09-27 15:21:39.237118
Average
Yes
Rarely
Condo
1,210
45,450
37
Male
54,877
Married
4
High School
Self-Employed
39.064504
Urban
Premium
null
18
null
8
2022-08-12 15:21:39.182597
null
Yes
Weekly
Condo
119
45,451
26
Female
4,619
Divorced
3
Bachelor's
Unemployed
15.564979
Rural
Basic
0
18
731
9
2022-03-03 15:21:39.151732
Average
Yes
Weekly
Apartment
20
45,452
60
Female
3,062
Married
3
Bachelor's
null
null
Suburban
Premium
1
17
733
4
2020-04-30 15:21:39.230483
Good
Yes
Rarely
House
1,415
45,453
27
Female
4,437
Single
2
High School
Self-Employed
29.012449
Suburban
Premium
1
8
744
8
2023-04-05 15:21:39.211806
Good
Yes
Rarely
Condo
40
45,454
64
Male
53,972
null
1
Master's
Employed
42.058083
Urban
Premium
null
5
559
1
2022-07-30 15:21:39.147735
Good
Yes
Monthly
House
2,122
45,455
26
Female
14,085
Divorced
0
Bachelor's
Self-Employed
18.958884
Rural
Comprehensive
3
18
665
7
2023-12-06 15:21:39.205850
Good
Yes
Monthly
Apartment
1,584
45,456
58
Female
38,156
Divorced
1
Bachelor's
Self-Employed
29.391096
Urban
Premium
0
12
365
9
2022-12-14 15:21:39.283783
Average
No
Weekly
Apartment
21
45,457
56
Female
26,142
Divorced
4
Bachelor's
null
45.567321
Rural
Basic
1
12
417
6
2023-10-17 15:21:39.237118
Good
Yes
Monthly
Condo
488
45,458
22
Male
66,422
Married
2
Master's
Self-Employed
23.058468
Rural
Premium
null
17
725
2
2021-07-24 15:21:39.223390
Poor
No
Monthly
House
397
45,459
59
Female
null
null
1
Bachelor's
Self-Employed
25.579701
Rural
Premium
0
17
334
1
2020-04-25 15:21:39.109552
Good
No
Daily
House
827
45,460
38
Female
35,475
Single
0
High School
Unemployed
6.865607
Urban
Basic
null
8
null
1
2021-09-11 15:21:39.134960
null
No
Weekly
Apartment
1,224
45,461
42
Female
13,571
null
4
PhD
Employed
26.79592
Rural
Premium
null
12
null
5
2024-05-08 15:21:39.155231
Poor
Yes
Daily
Apartment
2,088
45,462
60
Male
12,090
Single
2
Bachelor's
Employed
28.646628
Suburban
Comprehensive
null
12
322
9
2020-05-27 15:21:39.270454
Average
Yes
Rarely
House
1,121
45,463
38
Female
16,092
Divorced
2
PhD
Unemployed
27.174513
Rural
Basic
null
7
542
8
2024-02-13 15:21:39.267454
Poor
No
Daily
House
1,554
45,464
55
Female
95,846
Divorced
2
Bachelor's
Self-Employed
15.88606
Suburban
Comprehensive
0
9
776
9
2022-04-30 15:21:39.274993
null
Yes
Rarely
Apartment
20
45,465
30
Male
48,418
Single
3
High School
null
46.379314
Urban
Comprehensive
0
12
783
6
2020-12-15 15:21:39.155231
null
No
Daily
Condo
400
45,466
57
Male
26,881
Married
3
PhD
Employed
33.788301
Suburban
Premium
1
4
833
8
2022-06-29 15:21:39.274993
Poor
No
Monthly
Condo
693
45,467
58
Female
17,458
Married
1
PhD
Self-Employed
7.882957
Suburban
Premium
null
9
376
4
2021-03-30 15:21:39.176717
Poor
Yes
Monthly
House
671
45,468
43
Male
1,347
Single
0
Master's
Employed
49.059656
Rural
Premium
3
4
null
5
2021-10-20 15:21:39.134960
Poor
Yes
Rarely
Apartment
997
45,469
20
Female
26,366
Married
2
High School
Employed
33.161548
Urban
Comprehensive
null
1
668
2
2020-02-08 15:21:39.134960
Average
No
Daily
House
142
45,470
18
Male
18,762
Divorced
0
Bachelor's
null
35.092061
Suburban
Comprehensive
0
14
null
3
2024-07-01 15:21:39.282785
Average
No
Weekly
Condo
691
45,471
57
Female
36,409
Divorced
0
Master's
Unemployed
34.629855
Urban
Comprehensive
0
18
802
4
2022-10-23 15:21:39.229482
Poor
Yes
Weekly
Apartment
2,443
45,472
39
Female
14,069
Married
1
Bachelor's
Self-Employed
36.158898
Rural
Premium
1
11
627
7
2021-09-29 15:21:39.134960
Average
No
Monthly
House
1,043
45,473
53
Male
57,680
Single
2
Master's
Unemployed
21.655069
Suburban
Comprehensive
null
0
null
5
2020-05-15 15:21:39.261856
Average
Yes
Monthly
Apartment
158
45,474
28
Male
45,647
Married
1
Master's
Employed
18.501846
Rural
Comprehensive
1
19
790
1
2023-11-28 15:21:39.273973
Poor
No
Rarely
Condo
30
45,475
42
Male
18,405
Married
1
Bachelor's
null
42.735783
Suburban
Comprehensive
null
3
828
3
2020-02-18 15:21:39.086123
Average
Yes
Weekly
Condo
841
45,476
18
Female
10,163
Married
4
Master's
Self-Employed
29.018845
Urban
Premium
1
0
839
8
2020-06-20 15:21:39.214388
Average
Yes
Rarely
House
1,556
45,477
54
Female
6,864
Single
4
PhD
Self-Employed
48.567749
Rural
Basic
null
6
829
3
2024-07-16 15:21:39.274993
Average
Yes
Monthly
Condo
511
45,478
23
Male
18,313
Married
2
Master's
Self-Employed
18.682904
Rural
Basic
2
12
577
9
2023-07-04 15:21:39.134960
Poor
No
Weekly
Condo
1,149
45,479
62
Female
24,961
Single
4
Master's
Employed
39.94557
Urban
Premium
3
7
573
5
2020-10-06 15:21:39.102694
Poor
No
Rarely
House
4,402
45,480
39
Male
82,407
Single
2
Bachelor's
null
24.881444
Suburban
Comprehensive
null
11
841
4
2022-02-23 15:21:39.283783
Poor
Yes
Rarely
House
195
45,481
57
Male
39,069
Divorced
2
PhD
Employed
24.269826
Suburban
Basic
1
0
570
6
2024-01-09 15:21:39.180553
Average
No
Rarely
Condo
526
45,482
25
Female
28,215
Married
null
Master's
null
35.396473
Rural
Premium
null
12
541
5
2020-07-25 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,418
45,483
60
Male
18,382
Married
null
High School
Unemployed
39.997758
Rural
Comprehensive
null
13
397
6
2020-03-07 15:21:39.155231
Average
No
Rarely
Condo
791
45,484
44
Male
1,571
Married
3
High School
null
29.766142
Suburban
Basic
2
4
null
6
2020-01-22 15:21:39.151732
Good
Yes
Daily
Condo
717
45,485
34
Male
71,693
Divorced
4
Bachelor's
null
15.017035
Suburban
Premium
0
13
405
5
2023-08-24 15:21:39.080440
Poor
Yes
Monthly
House
48
45,486
27
Female
39,093
Divorced
2
High School
Unemployed
36.704815
Rural
Comprehensive
0
9
737
2
2021-06-06 15:21:39.106582
Poor
No
Weekly
Condo
489
45,487
33
Male
26,776
Single
1
High School
Unemployed
23.914243
Rural
Comprehensive
null
2
511
1
2023-03-24 15:21:39.084065
Poor
No
Daily
Apartment
228
45,488
42
Male
135,313
Divorced
1
High School
null
26.254044
Rural
Premium
1
12
405
5
2023-01-12 15:21:39.134960
Average
Yes
Rarely
Condo
977
45,489
null
Male
44,255
Single
1
High School
Self-Employed
28.512411
Suburban
Comprehensive
null
11
616
4
2023-09-23 15:21:39.143708
Average
No
Daily
House
1,673
45,490
49
Male
61,828
Married
4
High School
null
41.270155
Suburban
Comprehensive
1
5
618
5
2020-11-10 15:21:39.254678
Good
No
Daily
Condo
328
45,491
61
Male
69,798
Divorced
2
PhD
null
null
Rural
Basic
3
5
673
5
2021-05-15 15:21:39.146733
Poor
Yes
Rarely
House
795
45,492
42
Male
4,516
Married
3
PhD
Unemployed
27.298521
Suburban
Basic
2
17
648
7
2021-09-11 15:21:39.269494
Poor
Yes
Daily
Apartment
578
45,493
38
Female
6,508
Married
2
High School
null
27.049595
Suburban
Comprehensive
2
11
422
6
2021-09-14 15:21:39.265513
Good
No
Weekly
Apartment
567
45,494
54
Female
906
Divorced
0
High School
Self-Employed
8.470142
Suburban
Comprehensive
0
11
683
4
2020-03-07 15:21:39.289099
Average
Yes
Weekly
House
2,524
45,495
61
Male
937
Divorced
0
Master's
null
16.84934
Urban
Premium
2
19
711
7
2023-07-25 15:21:39.263607
Good
Yes
Monthly
Apartment
796
45,496
39
Female
40,755
Married
1
Master's
null
null
Rural
Comprehensive
1
8
795
1
2020-05-20 15:21:39.261856
Poor
Yes
Daily
Apartment
1,119
45,497
64
Female
42,366
Married
4
Bachelor's
Self-Employed
10.67286
Suburban
Premium
2
19
788
6
2020-03-12 15:21:39.249100
Average
Yes
Rarely
House
441
45,498
51
Female
26,883
Married
2
Bachelor's
Self-Employed
22.967954
Rural
Premium
1
6
783
9
2021-08-30 15:21:39.145732
Poor
No
Daily
House
1,622
45,499
50
Male
926
Single
0
High School
null
null
Urban
Comprehensive
null
8
756
1
2022-04-16 15:21:39.155231
Average
No
Monthly
Apartment
718