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
44,400
38
Male
143,124
Single
1
PhD
Self-Employed
45.240788
Suburban
Comprehensive
1
14
409
5
2021-09-20 15:21:39.175719
Good
Yes
Daily
Condo
1,131
44,401
54
Male
2,578
Single
0
PhD
Self-Employed
37.156946
Rural
Basic
null
10
477
2
2024-01-26 15:21:39.134960
Poor
No
Monthly
Condo
458
44,402
35
Male
32,376
Married
4
PhD
null
30.945442
Suburban
Basic
1
9
323
6
2021-05-20 15:21:39.229482
Average
No
Monthly
Apartment
1,916
44,403
43
Male
17,054
Single
3
PhD
Employed
37.913162
Rural
Basic
null
12
799
6
2021-06-12 15:21:39.134960
Poor
No
Monthly
Condo
1,438
44,404
18
Female
15,862
Married
2
Master's
Employed
7.843518
Rural
Basic
0
1
322
4
2022-12-04 15:21:39.207847
Good
No
Rarely
Apartment
3,530
44,405
59
Male
1,035
Single
3
High School
Self-Employed
26.539709
Urban
Premium
0
7
828
9
2021-05-09 15:21:39.237118
Average
No
Daily
House
230
44,406
41
Male
109,675
Single
0
PhD
null
32.865415
Urban
Comprehensive
1
9
308
5
2020-11-06 15:21:39.172097
Poor
No
Weekly
Condo
704
44,407
28
Male
24,886
Single
2
Master's
Unemployed
29.776539
Suburban
Premium
3
6
801
8
2019-09-03 15:21:39.208842
Average
No
Weekly
House
874
44,408
37
Female
8,936
Divorced
1
High School
Unemployed
51.348904
Rural
Comprehensive
2
7
835
6
2022-11-15 15:21:39.154008
Poor
No
Monthly
Apartment
447
44,409
39
Male
12,506
Married
2
Master's
Unemployed
38.837204
Rural
Premium
1
11
null
1
2020-11-18 15:21:39.155231
Average
No
Daily
House
809
44,410
59
Female
11,040
Divorced
4
Master's
Self-Employed
43.390523
Rural
Comprehensive
2
10
417
9
2021-04-29 15:21:39.249100
null
Yes
Rarely
House
1,318
44,411
23
Female
28,293
Married
1
PhD
Employed
null
Suburban
Premium
1
3
815
4
2023-11-14 15:21:39.134960
Average
No
Weekly
Condo
1,209
44,412
43
Female
44,618
Married
3
Bachelor's
Unemployed
29.819243
Rural
Premium
1
15
762
9
2019-11-20 15:21:39.177724
Poor
No
Weekly
Apartment
1,198
44,413
40
Female
15,297
Single
null
Master's
null
11.271264
Suburban
Premium
0
13
691
6
2019-11-30 15:21:39.134960
Good
No
Daily
House
2,502
44,414
19
Female
20,597
Married
1
Master's
null
35.844629
Rural
Premium
1
19
761
6
2019-09-11 15:21:39.192212
Good
No
Monthly
Apartment
765
44,415
27
Male
60,765
Single
4
Bachelor's
Self-Employed
null
Rural
Basic
0
17
370
2
2021-08-14 15:21:39.181605
Poor
Yes
Rarely
Condo
1,757
44,416
45
Male
29,056
Married
0
PhD
null
20.826188
Suburban
Premium
0
6
676
3
2022-07-08 15:21:39.155231
Good
No
Monthly
Condo
1,073
44,417
54
Male
34,241
Divorced
2
Bachelor's
Self-Employed
41.383519
Suburban
Comprehensive
2
9
398
8
2022-12-14 15:21:39.249100
Average
No
Rarely
Condo
1,312
44,418
43
Male
37,107
Divorced
4
High School
Unemployed
23.671582
Rural
Premium
null
2
621
8
2024-08-14 15:21:39.181605
Poor
No
Monthly
House
138
44,419
26
Female
25,882
Married
0
Master's
null
27.716223
Urban
Premium
null
1
591
5
2021-07-18 15:21:39.202448
null
No
Weekly
Apartment
3,055
44,420
19
Male
16,076
Single
4
Master's
Self-Employed
6.869097
Urban
Premium
1
17
461
8
2023-04-15 15:21:39.288099
Average
Yes
Weekly
House
2,517
44,421
35
Male
28,397
Divorced
0
Master's
null
48.410075
Urban
Comprehensive
1
0
null
4
2021-02-28 15:21:39.134960
Poor
No
Daily
Apartment
489
44,422
32
Male
31,200
Divorced
null
High School
null
28.149329
Rural
Comprehensive
0
16
454
1
2024-05-19 15:21:39.263607
Average
Yes
Rarely
House
827
44,423
42
Female
25,791
Married
0
PhD
Self-Employed
33.782721
Urban
Comprehensive
null
8
477
9
2021-07-28 15:21:39.237118
Average
No
Daily
House
536
44,424
54
Male
145,798
Divorced
1
High School
Unemployed
8.024517
Rural
Premium
3
13
455
3
2022-08-29 15:21:39.279729
Good
Yes
Weekly
Apartment
1,765
44,425
41
Male
9,071
Married
3
PhD
null
null
Rural
Comprehensive
1
11
578
8
2022-03-06 15:21:39.134960
Poor
Yes
Monthly
Apartment
591
44,426
40
Female
43,487
Single
2
High School
null
24.454799
Suburban
Premium
1
11
621
2
2022-04-13 15:21:39.254678
Poor
No
Weekly
Apartment
996
44,427
40
Female
44,333
Divorced
1
Bachelor's
null
9.086499
Rural
Basic
1
5
617
9
2020-07-10 15:21:39.087123
Average
Yes
Monthly
Condo
1,826
44,428
53
Male
4,187
Married
2
High School
null
8.00685
Suburban
Premium
1
18
577
7
2021-01-25 15:21:39.090124
Poor
Yes
Monthly
Apartment
110
44,429
51
Male
59,909
Single
2
High School
Self-Employed
40.691576
Suburban
Comprehensive
0
1
699
8
2019-08-21 15:21:39.134960
null
Yes
Daily
House
2,832
44,430
50
Male
6,058
Single
0
Bachelor's
Employed
43.738769
Urban
Premium
null
19
604
1
2022-02-13 15:21:39.237118
Average
No
Rarely
Condo
526
44,431
32
Female
17,087
Married
1
Master's
Employed
3.695424
Urban
Premium
0
15
730
1
2020-04-26 15:21:39.198406
Poor
Yes
Monthly
Apartment
4,972
44,432
46
Male
25,720
Married
3
PhD
null
31.781625
Rural
Premium
0
18
672
5
2024-06-23 15:21:39.192212
Average
Yes
Daily
Condo
892
44,433
31
Female
38,242
Married
2
Master's
null
15.682078
Suburban
Basic
0
4
502
7
2022-07-28 15:21:39.237118
Poor
No
Monthly
Condo
22
44,434
18
Male
12,981
Divorced
4
High School
null
20.848306
Urban
Premium
1
1
693
8
2019-11-09 15:21:39.126661
Average
Yes
Rarely
Condo
1,180
44,435
41
Male
45,464
Divorced
2
PhD
Employed
32.012628
Urban
Comprehensive
0
7
381
1
2022-07-17 15:21:39.120168
Good
Yes
Monthly
House
40
44,436
37
Male
49,437
Married
4
Master's
Employed
27.929472
Urban
Premium
null
17
null
2
2019-09-05 15:21:39.150730
Poor
Yes
Weekly
House
3,566
44,437
34
Male
35,358
Married
4
High School
Employed
null
Urban
Comprehensive
0
1
null
6
2021-02-09 15:21:39.134960
Poor
No
Daily
House
716
44,438
57
Male
39,722
Divorced
2
Master's
Employed
18.957233
Suburban
Basic
null
13
null
8
2024-06-21 15:21:39.182597
null
Yes
Monthly
House
431
44,439
45
Male
10,589
Married
0
Master's
null
7.91451
Suburban
Comprehensive
null
0
353
9
2019-12-06 15:21:39.194829
Average
Yes
Weekly
Apartment
719
44,440
23
Male
40,688
Divorced
1
Master's
null
13.144477
Suburban
Comprehensive
null
7
753
3
2022-02-21 15:21:39.252145
Average
No
Monthly
House
1,013
44,441
23
Female
3,813
Single
3
Master's
Employed
6.818699
Suburban
Basic
0
10
742
5
2020-10-30 15:21:39.155231
Good
No
Monthly
Condo
28
44,442
60
Female
14,983
Divorced
0
High School
Employed
13.656319
Rural
Basic
null
10
772
1
2023-01-13 15:21:39.134960
Poor
Yes
Daily
Condo
558
44,443
30
Female
13,791
Single
4
High School
null
29.787078
Urban
Premium
null
3
834
9
2021-04-13 15:21:39.155231
Average
No
Weekly
House
1,557
44,444
37
Female
6,909
Single
0
PhD
Self-Employed
17.583258
Urban
Premium
1
0
713
9
2022-09-16 15:21:39.270454
Good
Yes
Daily
Apartment
134
44,445
18
Female
57,295
Married
1
High School
Self-Employed
22.568934
Urban
Basic
0
15
365
7
2021-07-28 15:21:39.095696
Average
Yes
Monthly
Condo
1,004
44,446
63
Female
27,863
Divorced
2
Bachelor's
null
45.787537
Suburban
Basic
2
18
null
4
2021-09-15 15:21:39.155231
Poor
Yes
Daily
Condo
1,033
44,447
47
Male
36,454
Divorced
4
PhD
null
6.818748
Urban
Comprehensive
null
5
487
8
2023-10-26 15:21:39.170099
Good
No
Weekly
House
100
44,448
52
Male
2,792
Married
1
High School
Self-Employed
31.449836
Suburban
Premium
1
16
532
8
2020-11-08 15:21:39.134960
Poor
Yes
Rarely
Condo
2,319
44,449
53
Female
3,486
Married
3
PhD
Employed
28.539295
Urban
Comprehensive
1
17
370
7
2023-11-18 15:21:39.224915
Poor
No
Daily
Apartment
954
44,450
28
Female
5,729
Single
1
Master's
Self-Employed
40.744673
Suburban
Premium
0
16
803
4
2024-05-25 15:21:39.276901
Average
No
Rarely
House
641
44,451
21
Female
26,633
Married
3
High School
Self-Employed
39.944119
Rural
Basic
null
1
658
4
2021-11-11 15:21:39.186212
Good
No
Weekly
Condo
113
44,452
22
Male
71,181
Married
3
Bachelor's
Unemployed
10.61186
Suburban
Premium
0
18
576
6
2021-01-12 15:21:39.252145
Average
Yes
Monthly
House
86
44,453
61
Male
77,237
Divorced
2
Master's
Unemployed
20.895114
Rural
Comprehensive
null
11
657
2
2020-04-12 15:21:39.254678
Good
Yes
Rarely
Condo
62
44,454
45
Female
71,849
Divorced
1
PhD
null
20.079194
Urban
Comprehensive
2
0
526
6
2024-02-11 15:21:39.226954
Poor
Yes
Weekly
Condo
2,530
44,455
61
Female
102,923
Married
0
PhD
Self-Employed
26.7369
Suburban
Premium
0
16
706
1
2023-11-11 15:21:39.272456
Average
No
Monthly
Condo
50
44,456
22
Male
90,841
Married
0
PhD
null
14.82912
Rural
Premium
null
6
652
2
2020-05-04 15:21:39.194829
Good
No
Rarely
Apartment
102
44,457
51
Female
83,631
Single
3
High School
Unemployed
11.919244
Urban
Basic
null
19
383
3
2021-10-19 15:21:39.213373
Average
No
Daily
House
2,082
44,458
29
Female
1,269
Single
3
Master's
Employed
null
Rural
Basic
0
14
828
9
2021-04-03 15:21:39.252145
Average
No
Rarely
House
635
44,459
44
Female
50,540
Single
1
PhD
null
45.003422
Rural
Comprehensive
0
2
734
7
2022-11-11 15:21:39.155231
Poor
Yes
Rarely
House
110
44,460
37
Male
61,855
Married
2
PhD
Unemployed
23.552751
Suburban
Comprehensive
2
7
685
6
2021-08-07 15:21:39.084065
Poor
Yes
Monthly
Apartment
26
44,461
41
Female
749
Single
4
Master's
Employed
26.878997
Suburban
Premium
1
9
748
7
2024-03-04 15:21:39.155231
Good
No
Daily
Condo
35
44,462
52
Male
44,321
Divorced
4
Master's
Employed
44.84565
Suburban
Premium
0
13
704
9
2024-05-06 15:21:39.134960
Poor
Yes
Monthly
Apartment
3,404
44,463
62
Female
34,369
Married
4
Master's
Employed
32.282471
Rural
Basic
0
15
776
4
2023-11-12 15:21:39.248098
Average
Yes
Rarely
Condo
2,689
44,464
31
Male
13,488
Married
2
High School
Unemployed
14.231809
Suburban
Basic
null
15
674
9
2020-09-26 15:21:39.097737
null
Yes
Rarely
Apartment
729
44,465
41
Male
100,827
Divorced
3
High School
null
51.053004
Suburban
Premium
2
2
796
7
2021-07-02 15:21:39.126661
Average
No
Rarely
Condo
130
44,466
19
Male
55,951
Single
2
High School
Unemployed
22.351579
Suburban
Premium
null
1
703
2
2020-03-16 15:21:39.155231
null
No
Weekly
House
2,128
44,467
61
Male
1,209
Married
3
Master's
Self-Employed
27.634945
Rural
Premium
null
5
null
2
2020-05-07 15:21:39.180553
Good
No
Daily
Condo
332
44,468
39
Female
102,863
Married
1
PhD
null
27.454964
Suburban
Premium
2
14
499
3
2019-10-30 15:21:39.273973
Poor
No
Monthly
Condo
641
44,469
59
Male
49,878
Divorced
null
High School
Employed
17.085824
Urban
Basic
null
2
396
1
2022-03-19 15:21:39.244069
Average
No
Weekly
Condo
789
44,470
55
Female
39,451
Married
2
High School
Self-Employed
20.882447
Suburban
Premium
null
12
639
2
2020-08-18 15:21:39.282785
Average
Yes
Weekly
Apartment
721
44,471
20
Male
16,646
Single
0
High School
Unemployed
31.590727
Urban
Premium
2
7
381
8
2022-10-16 15:21:39.125660
Poor
No
Daily
Apartment
803
44,472
41
Male
10,863
Divorced
3
Master's
null
8.723751
Urban
Basic
1
14
674
5
2020-12-24 15:21:39.181605
Average
No
Monthly
House
1,447
44,473
39
Male
4,899
Divorced
3
PhD
null
11.746301
Rural
Basic
4
17
567
7
2023-01-16 15:21:39.181605
Good
Yes
Daily
Apartment
790
44,474
53
Female
5,534
Divorced
1
Master's
Self-Employed
5.913752
Suburban
Premium
1
4
466
8
2024-01-10 15:21:39.202448
Average
Yes
Weekly
Condo
1,067
44,475
53
Female
15,803
Single
4
Bachelor's
null
33.58459
Urban
Comprehensive
null
5
641
1
2022-05-31 15:21:39.098696
Poor
Yes
Weekly
Apartment
1,557
44,476
42
Male
37,659
Divorced
0
High School
null
34.28896
Urban
Premium
1
6
null
8
2020-09-13 15:21:39.155231
Good
Yes
Weekly
House
912
44,477
27
Male
28,503
Single
2
PhD
Employed
12.917599
Urban
Premium
2
11
486
4
2019-10-19 15:21:39.102694
Average
No
Monthly
Apartment
789
44,478
32
Female
20,520
Divorced
4
High School
Unemployed
46.906378
Suburban
Comprehensive
1
3
482
5
2024-04-12 15:21:39.166062
Good
No
Rarely
House
603
44,479
22
Female
5,535
Married
1
PhD
Self-Employed
22.164076
Urban
Comprehensive
1
18
null
6
2024-04-13 15:21:39.194829
Poor
No
Monthly
House
1,434
44,480
46
Female
10,198
Single
3
PhD
null
20.192214
Suburban
Basic
0
18
527
2
2022-12-18 15:21:39.228521
Good
No
Weekly
House
1,396
44,481
51
Female
46,651
Married
4
Master's
Employed
11.094677
Urban
Basic
2
14
473
4
2019-11-13 15:21:39.134960
Average
Yes
Rarely
Apartment
102
44,482
43
Female
639
Divorced
null
PhD
Self-Employed
22.530326
Urban
Comprehensive
0
14
440
5
2022-12-28 15:21:39.237118
Good
No
Rarely
House
914
44,483
62
Male
453
Married
0
Master's
Employed
32.66481
Suburban
Basic
2
2
785
3
2020-12-02 15:21:39.087123
Poor
No
Weekly
House
1,444
44,484
33
Female
605
Divorced
null
Master's
Unemployed
53.746513
Urban
Premium
null
11
null
9
2022-05-13 15:21:39.279729
Poor
No
Weekly
Condo
725
44,485
21
Male
null
Married
null
Bachelor's
null
27.682028
Suburban
Comprehensive
null
6
437
8
2021-04-05 15:21:39.265513
Good
No
Daily
Apartment
20
44,486
22
Male
39,681
Married
3
Bachelor's
Self-Employed
24.067678
Urban
Premium
null
15
752
5
2020-08-09 15:21:39.261856
Good
No
Monthly
Condo
1,197
44,487
56
Male
35,898
Married
null
PhD
Self-Employed
25.26994
Suburban
Premium
3
18
731
3
2019-09-14 15:21:39.245086
Average
No
Monthly
Condo
762
44,488
18
Male
20,867
Married
3
High School
Self-Employed
50.293493
Urban
Comprehensive
null
11
770
3
2019-12-04 15:21:39.081504
Poor
No
Daily
Condo
163
44,489
56
Male
7,073
Single
2
High School
Unemployed
23.839594
Suburban
Comprehensive
0
2
696
8
2023-02-08 15:21:39.282785
Poor
Yes
Rarely
Apartment
532
44,490
54
Female
45,754
Single
4
Master's
Employed
18.59573
Rural
Premium
1
12
571
3
2020-05-26 15:21:39.174719
Average
Yes
Monthly
House
1,421
44,491
37
Male
7,991
Divorced
2
PhD
Self-Employed
31.48149
Urban
Basic
0
2
552
1
2021-09-19 15:21:39.290098
Poor
No
Weekly
Condo
20
44,492
42
Female
14,165
Married
4
PhD
Self-Employed
10.845466
Rural
Comprehensive
null
18
600
1
2022-10-20 15:21:39.174719
Good
Yes
Rarely
House
2,033
44,493
54
Female
1,668
Married
3
Bachelor's
Self-Employed
5.694624
Suburban
Comprehensive
0
11
536
7
2022-08-28 15:21:39.155231
Good
Yes
Weekly
House
2,638
44,494
52
Male
13,001
Single
null
Master's
Self-Employed
17.642491
Urban
Basic
null
15
462
3
2020-01-02 15:21:39.237118
Poor
No
Monthly
House
940
44,495
51
Female
5,546
Single
1
Master's
Self-Employed
16.569208
Suburban
Premium
2
17
652
9
2023-08-09 15:21:39.094752
Good
No
Daily
House
2,655
44,496
46
Male
611
Single
2
PhD
Unemployed
39.142718
Rural
Premium
1
16
532
9
2022-09-24 15:21:39.126661
Average
No
Daily
House
4,825
44,497
27
Female
43,112
Single
3
Bachelor's
Unemployed
20.798929
Suburban
Premium
0
13
531
8
2019-09-23 15:21:39.097737
Poor
Yes
Weekly
Condo
1,873
44,498
25
Female
28,761
Single
4
PhD
Unemployed
25.898143
Suburban
Premium
null
13
746
9
2024-05-28 15:21:39.244069
Average
No
Monthly
House
1,217
44,499
59
Male
8,819
Single
4
High School
Employed
21.724325
Suburban
Basic
1
1
447
3
2021-11-27 15:21:39.155231
Good
No
Rarely
Condo
534