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
50,400
55
Female
35,330
Divorced
3
Master's
Employed
32.442527
Rural
Comprehensive
1
7
829
5
2021-02-05 15:21:39.108562
null
No
Weekly
Apartment
2,616
50,401
60
Female
20,672
Married
1
Master's
null
28.268845
Suburban
Premium
1
7
472
2
2022-06-22 15:21:39.274993
null
Yes
Daily
House
496
50,402
53
Male
417
Single
null
PhD
Unemployed
14.612421
Urban
Basic
null
4
355
8
2020-11-10 15:21:39.112553
Poor
Yes
Rarely
Condo
266
50,403
63
Male
1,029
Married
0
High School
Employed
38.834979
Suburban
Premium
1
0
720
7
2019-12-20 15:21:39.283783
Average
Yes
Monthly
House
3,249
50,404
33
Female
111,084
Single
4
Bachelor's
null
44.927124
Suburban
Basic
null
7
337
7
2022-02-24 15:21:39.170099
Average
No
Weekly
Condo
1,634
50,405
42
Female
6,071
Divorced
3
PhD
Unemployed
42.895236
Suburban
Premium
null
6
796
2
2022-01-15 15:21:39.190215
Good
Yes
Rarely
Apartment
496
50,406
48
Male
10,089
Divorced
2
Master's
null
37.771708
Suburban
Comprehensive
0
14
656
8
2022-09-16 15:21:39.247098
Good
No
Weekly
House
1,499
50,407
44
Male
6,991
Divorced
4
PhD
Unemployed
29.493977
Urban
Basic
null
1
832
1
2021-04-21 15:21:39.091080
Good
Yes
Weekly
Apartment
522
50,408
38
Female
27,331
Divorced
2
High School
null
46.505633
Suburban
Basic
null
9
759
7
2022-08-10 15:21:39.133866
Average
Yes
Weekly
Condo
532
50,409
48
Female
27,189
Married
0
PhD
Employed
20.744972
Rural
Basic
1
14
666
6
2020-05-25 15:21:39.176717
Average
Yes
Monthly
Apartment
2,313
50,410
29
Female
70,825
Single
2
Master's
null
27.079459
Rural
Premium
3
1
441
9
2022-06-18 15:21:39.134960
Average
No
Daily
Apartment
27
50,411
48
Male
2,356
Divorced
1
High School
null
42.664555
Rural
Comprehensive
2
6
467
2
2024-03-19 15:21:39.199447
Poor
Yes
Rarely
Apartment
467
50,412
56
Male
27,358
Divorced
2
PhD
Self-Employed
36.503
Rural
Premium
0
3
824
1
2021-06-16 15:21:39.148733
Good
No
Rarely
Apartment
2,256
50,413
38
Female
25,265
Single
4
Master's
null
38.888878
Urban
Basic
0
0
609
2
2022-04-03 15:21:39.155231
Average
Yes
Weekly
Condo
817
50,414
62
Female
48,858
Single
null
PhD
null
19.675713
Suburban
Basic
0
4
326
2
2023-08-09 15:21:39.134960
Average
No
Monthly
House
2,610
50,415
46
Female
3,624
Single
3
High School
Unemployed
30.265131
Rural
Premium
null
14
733
9
2021-06-10 15:21:39.261856
Average
No
Weekly
House
2,548
50,416
58
Female
3,577
Married
1
Master's
Unemployed
18.231748
Urban
Basic
2
10
534
2
2023-11-04 15:21:39.257696
Good
No
Rarely
Condo
22
50,417
31
Male
6,865
Single
1
Master's
Self-Employed
29.379961
Urban
Basic
0
10
472
9
2020-11-08 15:21:39.228467
Average
Yes
Monthly
Condo
220
50,418
34
Male
1,606
Married
1
High School
Employed
14.426924
Suburban
Comprehensive
2
14
359
4
2024-02-18 15:21:39.132191
Poor
Yes
Monthly
Condo
852
50,419
53
Male
72,772
Married
1
Master's
null
41.569273
Suburban
Basic
1
4
311
1
2020-11-06 15:21:39.168099
Good
No
Rarely
Condo
3,132
50,420
36
Male
43,815
Married
0
Master's
null
null
Urban
Premium
0
0
533
6
2024-06-02 15:21:39.222387
Average
Yes
Daily
Apartment
1,290
50,421
56
Female
4,827
Divorced
3
Bachelor's
Employed
35.771608
Suburban
Comprehensive
0
9
712
3
2019-09-14 15:21:39.133866
Good
No
Weekly
House
1,330
50,422
45
Female
21,076
Single
0
Master's
Unemployed
33.252282
Rural
Premium
null
2
720
9
2020-03-20 15:21:39.146733
Good
Yes
Daily
Apartment
154
50,423
32
Male
44,232
Single
1
PhD
null
32.711775
Rural
Premium
1
15
837
2
2022-07-26 15:21:39.233998
Average
No
Monthly
Condo
248
50,424
39
Female
3,547
Divorced
2
PhD
null
10.664878
Suburban
Premium
null
14
410
2
2020-07-17 15:21:39.174719
Average
No
Rarely
House
926
50,425
31
Male
26,696
Single
1
Master's
Unemployed
24.589516
Suburban
Comprehensive
1
8
705
2
2023-03-25 15:21:39.171102
Poor
No
Monthly
Condo
178
50,426
54
Female
45,316
Single
2
PhD
Unemployed
25.183766
Suburban
Comprehensive
0
15
724
3
2021-03-24 15:21:39.226954
Poor
No
Daily
Apartment
567
50,427
52
Female
32,883
Single
3
PhD
Employed
20.835217
Suburban
Comprehensive
0
7
778
7
2023-10-21 15:21:39.196387
Average
Yes
Daily
House
782
50,428
31
Male
16,084
Divorced
0
High School
Employed
46.24283
Urban
Premium
0
5
641
2
2023-05-18 15:21:39.146733
Average
No
Weekly
House
952
50,429
42
Male
43,988
Single
1
Master's
Self-Employed
15.82316
Suburban
Comprehensive
null
4
null
1
2021-01-06 15:21:39.151732
Good
No
Daily
Apartment
703
50,430
21
Male
11,881
Divorced
3
Bachelor's
null
25.988592
Urban
Comprehensive
1
18
748
7
2022-06-06 15:21:39.134960
Average
No
Weekly
Apartment
647
50,431
63
Female
12,963
Divorced
2
Bachelor's
Unemployed
45.878685
Urban
Comprehensive
1
18
677
5
2023-02-11 15:21:39.123711
Poor
No
Daily
Condo
982
50,432
50
Female
91,096
Married
1
Bachelor's
Self-Employed
31.995611
Suburban
Premium
1
0
313
1
2023-03-06 15:21:39.237118
Good
No
Daily
Condo
739
50,433
28
Female
18,297
Single
null
High School
null
6.089942
Suburban
Comprehensive
0
1
463
9
2022-07-11 15:21:39.132191
Poor
Yes
Monthly
Condo
1,148
50,434
25
Male
16,791
Married
2
Bachelor's
Employed
42.539787
Suburban
Comprehensive
1
10
494
7
2023-01-07 15:21:39.208842
Average
No
Rarely
Apartment
1,439
50,435
64
Male
66,471
Single
1
Bachelor's
null
7.064042
Suburban
Basic
2
15
650
8
2023-06-25 15:21:39.155231
Poor
No
Weekly
Condo
107
50,436
53
Male
23,590
Single
3
Master's
Self-Employed
27.8892
Urban
Comprehensive
1
1
671
1
2020-07-04 15:21:39.260856
Good
Yes
Daily
House
379
50,437
51
Female
5,836
Single
3
High School
Employed
35.551771
Suburban
Comprehensive
1
1
null
6
2020-01-28 15:21:39.170099
Average
Yes
Daily
House
3,435
50,438
42
Male
35,297
Married
4
High School
null
40.598816
Rural
Comprehensive
null
11
602
5
2023-10-21 15:21:39.187211
Average
Yes
Daily
Condo
656
50,439
32
Male
20,427
Married
2
Master's
null
11.954685
Suburban
Basic
null
15
718
7
2020-03-20 15:21:39.202448
Poor
Yes
Rarely
Condo
128
50,440
39
Female
3,906
Divorced
4
PhD
null
22.936386
Suburban
Comprehensive
2
18
721
8
2020-06-11 15:21:39.208842
Poor
No
Rarely
House
2,271
50,441
42
Female
5,529
Married
0
PhD
Employed
29.974136
Suburban
Basic
1
17
728
5
2020-08-13 15:21:39.134960
Good
No
Monthly
Condo
1,713
50,442
45
Male
34,172
Single
2
PhD
Self-Employed
19.746991
Urban
Comprehensive
0
4
767
6
2023-10-10 15:21:39.092127
Poor
Yes
Weekly
Condo
1,810
50,443
21
Male
25,211
Single
null
PhD
Unemployed
25.729539
Urban
Basic
1
5
552
9
2023-08-28 15:21:39.259788
Good
Yes
Daily
Apartment
2,298
50,444
62
Male
3,133
Married
0
Bachelor's
Unemployed
4.884848
Rural
Premium
null
19
731
5
2022-06-30 15:21:39.155231
Good
Yes
Rarely
Apartment
2,106
50,445
30
Female
4,818
Single
2
Bachelor's
Self-Employed
null
Rural
Premium
0
12
793
6
2020-05-09 15:21:39.096739
Poor
No
Weekly
House
2,985
50,446
58
Female
438
Divorced
null
Bachelor's
null
37.071225
Urban
Premium
null
14
674
9
2020-05-10 15:21:39.155231
Average
Yes
Rarely
Apartment
2,159
50,447
20
Female
729
Single
1
Bachelor's
Self-Employed
13.088651
Suburban
Premium
null
11
772
5
2021-03-14 15:21:39.188220
null
No
Rarely
Condo
115
50,448
42
Female
12,115
Married
1
Bachelor's
Self-Employed
25.23117
Suburban
Comprehensive
null
16
734
3
2022-08-01 15:21:39.146733
Poor
No
Weekly
Apartment
1,117
50,449
35
Female
82,425
Divorced
4
High School
Unemployed
47.501546
Suburban
Basic
2
10
824
2
2024-02-25 15:21:39.199447
Average
No
Monthly
Condo
372
50,450
24
Female
1,393
Single
0
PhD
Employed
13.907185
Suburban
Comprehensive
1
16
547
7
2022-05-04 15:21:39.196387
Average
Yes
Monthly
House
52
50,451
27
Female
27,984
Single
0
Bachelor's
Unemployed
14.868182
Rural
Comprehensive
1
2
545
4
2022-09-08 15:21:39.276901
Good
No
Daily
Apartment
649
50,452
28
Female
53,437
Single
2
PhD
Employed
28.958481
Rural
Premium
3
13
519
5
2022-10-15 15:21:39.143708
Good
Yes
Rarely
Condo
34
50,453
27
Male
9,894
Married
3
Master's
Self-Employed
23.141499
Suburban
Comprehensive
null
17
704
9
2021-06-21 15:21:39.102694
Average
No
Rarely
House
782
50,454
31
Male
4,900
null
2
Bachelor's
null
13.273908
Urban
Premium
0
2
502
9
2021-05-15 15:21:39.132191
Good
Yes
Daily
House
939
50,455
50
Male
1,299
Single
0
Master's
null
38.928944
Urban
Basic
0
1
null
3
2023-11-02 15:21:39.155231
Good
Yes
Monthly
Apartment
382
50,456
29
Male
48,799
Married
4
PhD
Employed
19.769467
Urban
Comprehensive
0
17
441
7
2021-10-31 15:21:39.086123
Poor
No
Monthly
Apartment
3,425
50,457
32
Female
48,929
Married
null
Master's
null
26.724957
Rural
Premium
null
18
522
1
2021-10-18 15:21:39.095696
Good
Yes
Rarely
House
382
50,458
52
Female
72,166
Single
4
PhD
null
17.242335
Suburban
Basic
0
16
401
6
2021-10-06 15:21:39.202448
Average
Yes
Daily
Apartment
474
50,459
59
Male
29,113
Divorced
4
High School
Unemployed
34.838695
Suburban
Basic
0
16
671
6
2022-05-10 15:21:39.263607
null
Yes
Monthly
Apartment
467
50,460
46
Male
36,229
Single
3
Bachelor's
Unemployed
12.543409
Suburban
Basic
null
13
474
8
2023-08-31 15:21:39.237118
Good
No
Daily
Apartment
919
50,461
49
Female
14,094
Divorced
4
Master's
Unemployed
38.070122
Rural
Comprehensive
null
9
748
3
2024-08-15 15:21:39.171102
Poor
Yes
Daily
Condo
382
50,462
31
Female
null
Married
0
PhD
null
38.803941
Urban
Comprehensive
1
1
835
3
2024-03-18 15:21:39.216387
null
No
Monthly
Condo
2,949
50,463
49
Female
29,862
Single
2
PhD
Unemployed
44.878443
Suburban
Premium
1
2
532
4
2020-01-20 15:21:39.134960
Average
No
Daily
Apartment
1,694
50,464
null
Male
65,636
Married
2
High School
Employed
5.271539
Urban
Premium
3
6
null
8
2023-08-22 15:21:39.201446
Poor
No
Monthly
Apartment
334
50,465
55
Male
51,859
Married
1
Master's
null
35.564696
Urban
Premium
1
16
301
4
2023-09-05 15:21:39.185215
Average
Yes
Daily
Apartment
1,435
50,466
26
Male
22,740
Single
0
Bachelor's
Unemployed
25.126628
Suburban
Premium
2
10
null
9
2021-03-06 15:21:39.171102
Poor
No
Daily
Apartment
191
50,467
43
Male
20,389
Single
2
PhD
null
40.457765
Suburban
Premium
0
3
536
9
2022-09-15 15:21:39.155231
Good
No
Weekly
Apartment
675
50,468
27
Female
35,178
Married
1
PhD
Unemployed
26.396918
Rural
Comprehensive
2
0
397
3
2020-01-25 15:21:39.232526
Good
No
Monthly
Condo
2,212
50,469
20
Female
64,899
Single
3
Bachelor's
Self-Employed
4.303336
Rural
Comprehensive
1
2
420
5
2021-10-01 15:21:39.192212
Good
No
Weekly
Apartment
781
50,470
33
Male
17,891
Married
2
Master's
null
9.845786
Rural
Comprehensive
1
0
null
6
2021-08-18 15:21:39.151732
Average
No
Monthly
Apartment
1,103
50,471
21
Male
2,788
Single
1
PhD
Unemployed
41.638939
Suburban
Premium
1
14
591
3
2021-11-16 15:21:39.134960
Good
No
Rarely
Condo
3,063
50,472
45
Female
56,932
Single
3
Master's
Employed
16.099896
Rural
Basic
0
8
387
1
2022-11-08 15:21:39.108562
Good
No
Daily
House
1,520
50,473
51
Male
36,118
Married
1
PhD
Self-Employed
29.989951
Suburban
Premium
null
8
695
9
2022-02-21 15:21:39.155231
Good
No
Rarely
Apartment
704
50,474
60
Female
12,336
Married
3
Bachelor's
null
25.095073
Rural
Basic
2
16
722
8
2020-07-02 15:21:39.107553
Poor
Yes
Rarely
Condo
755
50,475
37
Male
22,368
Single
3
Bachelor's
null
30.90572
Urban
Comprehensive
null
19
820
5
2022-05-26 15:21:39.270454
Poor
Yes
Monthly
Apartment
1,036
50,476
63
Male
6,935
Divorced
0
Master's
null
26.08302
Suburban
Basic
null
14
693
2
2021-08-18 15:21:39.181605
Average
Yes
Weekly
House
1,721
50,477
19
Female
71,320
Married
0
Master's
Unemployed
21.38372
Rural
Basic
0
3
305
8
2020-09-22 15:21:39.155231
Average
No
Daily
House
781
50,478
52
Male
27,382
Single
null
Master's
Self-Employed
40.434738
Urban
Comprehensive
1
14
null
9
2024-05-23 15:21:39.204790
Good
Yes
Monthly
Apartment
1,448
50,479
64
Female
43,866
Single
2
Bachelor's
Self-Employed
27.874013
Rural
Basic
null
14
736
5
2022-12-26 15:21:39.172097
Average
No
Rarely
Condo
705
50,480
26
Female
134,180
Single
0
PhD
Self-Employed
39.068995
Rural
Premium
0
2
578
1
2020-04-07 15:21:39.131192
Good
Yes
Monthly
Condo
243
50,481
51
Male
18,085
Single
0
High School
Self-Employed
33.058986
Urban
Comprehensive
1
9
668
9
2024-06-19 15:21:39.281787
Average
No
Weekly
Apartment
645
50,482
41
Male
7,991
Divorced
1
PhD
null
9.356846
Urban
Comprehensive
null
0
791
3
2022-03-14 15:21:39.134960
Average
No
Weekly
House
831
50,483
39
Female
91,404
Single
1
PhD
Unemployed
14.066109
Suburban
Basic
0
11
762
2
2019-11-24 15:21:39.082499
Average
Yes
Weekly
House
2,438
50,484
52
Female
62,714
Married
4
PhD
Employed
32.638974
Rural
Comprehensive
0
14
412
4
2023-11-02 15:21:39.170099
Good
No
Daily
Apartment
817
50,485
43
Female
56,716
Married
0
Master's
Self-Employed
25.620323
Rural
Basic
3
5
458
1
2019-11-27 15:21:39.149731
Average
Yes
Weekly
House
1,176
50,486
34
Female
91,321
Married
4
Bachelor's
Self-Employed
33.476845
Suburban
Premium
null
9
476
9
2023-10-25 15:21:39.115178
Poor
No
Rarely
Condo
2,161
50,487
43
Male
39,731
Single
1
Master's
Self-Employed
33.955316
Urban
Basic
0
6
459
5
2022-09-03 15:21:39.134960
Good
Yes
Weekly
Apartment
795
50,488
37
Female
null
Single
null
Master's
Unemployed
17.957266
Suburban
Premium
null
12
378
1
2022-01-21 15:21:39.276901
Poor
Yes
Rarely
House
150
50,489
45
Female
16,891
Married
0
PhD
Self-Employed
40.019868
Rural
Comprehensive
1
15
667
2
2020-06-25 15:21:39.233485
Average
No
Rarely
House
793
50,490
23
Male
27,897
Divorced
3
Master's
null
10.81879
Urban
Comprehensive
1
12
622
4
2021-08-01 15:21:39.108562
Poor
No
Daily
Condo
1,421
50,491
38
Female
10,765
Divorced
2
Bachelor's
Unemployed
16.72086
Suburban
Premium
2
12
351
4
2021-10-17 15:21:39.110557
Good
Yes
Weekly
House
516
50,492
48
Female
17,987
Single
4
Master's
Employed
6.488969
Rural
Comprehensive
null
6
528
9
2024-01-04 15:21:39.283783
Good
Yes
Rarely
House
474
50,493
20
Female
15,774
Divorced
1
Master's
null
38.361098
Urban
Premium
0
10
null
3
2020-02-17 15:21:39.247098
Poor
Yes
Weekly
House
822
50,494
55
Male
4,976
Divorced
3
PhD
Unemployed
19.312321
Rural
Basic
1
14
708
5
2022-08-20 15:21:39.106582
Average
Yes
Daily
Apartment
110
50,495
24
Female
49,565
Single
2
Bachelor's
null
52.008887
Rural
Comprehensive
3
2
797
1
2023-03-30 15:21:39.205850
Good
No
Monthly
Condo
977
50,496
35
Female
40,978
Married
0
High School
null
27.926422
Rural
Comprehensive
2
15
848
7
2021-02-16 15:21:39.097737
Good
No
Monthly
House
647
50,497
64
Male
4,465
null
1
PhD
Self-Employed
19.3564
Rural
Basic
1
19
523
4
2022-12-02 15:21:39.094752
Good
No
Weekly
Apartment
2,635
50,498
37
Female
113,610
Divorced
4
Master's
null
3.993636
Suburban
Comprehensive
null
7
366
5
2023-08-27 15:21:39.232526
Average
No
Monthly
Condo
1,301
50,499
35
Female
76,471
Single
3
PhD
Employed
23.088848
Suburban
Comprehensive
0
10
null
1
2024-05-12 15:21:39.128286
Good
No
Monthly
Apartment
205