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
41,400
35
Female
133,327
Married
4
PhD
Employed
8.886499
Urban
Comprehensive
1
17
null
5
2023-05-10 15:21:39.088124
Poor
Yes
Rarely
Apartment
127
41,401
32
Female
52,269
Divorced
1
PhD
null
11.917904
Urban
Premium
2
18
531
1
2022-05-31 15:21:39.289099
Average
Yes
Daily
House
2,677
41,402
21
Female
5,958
Married
1
Master's
null
27.559926
Rural
Premium
1
14
569
5
2020-01-06 15:21:39.108562
Good
No
Weekly
Apartment
693
41,403
62
Male
99,835
Divorced
3
Master's
Self-Employed
27.403664
Rural
Premium
null
3
null
5
2019-10-15 15:21:39.149731
Average
Yes
Monthly
Apartment
169
41,404
61
Male
18,331
Single
1
Master's
null
23.242344
Urban
Basic
null
13
470
1
2020-01-03 15:21:39.134960
Poor
Yes
Daily
House
1,993
41,405
59
Female
61,160
Married
4
Master's
null
31.739756
Rural
Premium
0
15
829
4
2024-05-20 15:21:39.092127
Average
No
Monthly
Condo
252
41,406
20
Female
25,103
Single
1
Bachelor's
Unemployed
18.634267
Rural
Comprehensive
1
13
709
2
2023-04-21 15:21:39.177724
Poor
Yes
Rarely
Apartment
582
41,407
60
Female
null
null
null
High School
null
10.183401
Rural
Comprehensive
1
5
507
8
2019-12-02 15:21:39.237118
Average
Yes
Daily
Apartment
719
41,408
35
Male
43,711
Single
2
High School
Employed
6.0954
Urban
Comprehensive
2
14
813
9
2024-04-21 15:21:39.126661
Poor
No
Weekly
House
2,028
41,409
49
Female
13,791
Married
3
PhD
Unemployed
38.373356
Rural
Comprehensive
3
15
566
5
2024-02-10 15:21:39.122134
Good
Yes
Monthly
Apartment
642
41,410
64
Female
36,214
Married
2
Master's
Unemployed
10.806926
Urban
Comprehensive
null
6
484
3
2022-11-30 15:21:39.151732
Poor
No
Weekly
House
945
41,411
25
Male
51,132
Married
2
High School
null
30.391911
Suburban
Premium
1
7
415
1
2021-12-08 15:21:39.215386
Average
Yes
Daily
Condo
823
41,412
34
Male
null
Married
0
Master's
null
14.817489
Urban
Basic
2
17
334
4
2020-12-18 15:21:39.155231
Average
Yes
Weekly
Apartment
1,171
41,413
22
Male
null
Married
3
Bachelor's
Self-Employed
51.764377
Rural
Comprehensive
null
12
734
4
2024-05-15 15:21:39.088124
Good
Yes
Monthly
Apartment
1,482
41,414
28
Female
27,983
Married
2
High School
Self-Employed
41.094624
Suburban
Basic
0
15
532
6
2020-10-09 15:21:39.197445
Good
Yes
Weekly
Condo
843
41,415
49
Male
865
Single
4
PhD
Unemployed
null
Rural
Basic
1
7
595
5
2021-09-01 15:21:39.148733
Average
No
Monthly
Apartment
837
41,416
38
Female
12,696
Single
null
PhD
null
22.929291
Suburban
Basic
2
8
341
3
2023-05-03 15:21:39.096739
Average
No
Rarely
House
4,268
41,417
24
Male
3,712
Divorced
4
High School
Self-Employed
28.964012
Suburban
Comprehensive
null
19
577
5
2024-05-16 15:21:39.106582
Good
No
Rarely
House
3,184
41,418
45
Male
45,929
Married
4
PhD
Unemployed
44.039686
Rural
Basic
1
9
677
1
2021-02-26 15:21:39.246098
Good
Yes
Weekly
Apartment
1,019
41,419
29
Female
52,384
Married
2
Master's
null
51.955007
Rural
Comprehensive
null
15
null
7
2021-01-31 15:21:39.096739
Average
Yes
Monthly
House
854
41,420
29
Female
60,907
Single
2
High School
Employed
null
Urban
Premium
1
7
439
2
2022-09-13 15:21:39.192212
Average
No
Weekly
Condo
1,542
41,421
24
Female
2,878
Divorced
null
Bachelor's
Self-Employed
3.279841
Rural
Premium
null
3
469
4
2020-01-24 15:21:39.090124
Average
Yes
Daily
Apartment
496
41,422
25
Male
63,476
Divorced
null
Bachelor's
Employed
40.84815
Suburban
Comprehensive
1
1
318
2
2021-06-05 15:21:39.219432
Poor
No
Weekly
Apartment
805
41,423
60
Female
39,769
Single
3
PhD
null
37.71907
Suburban
Basic
null
13
null
5
2023-01-13 15:21:39.082499
Poor
Yes
Monthly
House
905
41,424
62
Female
77,871
Divorced
2
Bachelor's
Employed
40.737808
Rural
Premium
3
19
823
7
2019-09-22 15:21:39.237118
Poor
No
Weekly
Condo
657
41,425
50
Male
15,568
Divorced
4
Bachelor's
null
26.914163
Rural
Comprehensive
1
19
627
6
2023-09-12 15:21:39.147735
Average
No
Rarely
House
3,278
41,426
33
Male
85,727
Single
3
PhD
null
46.959913
Suburban
Comprehensive
1
13
647
9
2021-04-13 15:21:39.098696
Good
Yes
Daily
Condo
240
41,427
64
Male
4,723
Divorced
3
High School
Self-Employed
17.479328
Suburban
Comprehensive
1
3
398
5
2021-08-31 15:21:39.102694
Good
Yes
Daily
Apartment
662
41,428
37
Male
1,953
Married
4
High School
null
28.691374
Urban
Basic
2
19
687
4
2021-07-23 15:21:39.194829
Good
No
Daily
Apartment
1,485
41,429
21
Female
38,230
Divorced
3
PhD
Employed
null
Urban
Premium
1
16
542
4
2021-07-14 15:21:39.151732
Poor
No
Rarely
House
535
41,430
39
Male
null
Married
1
High School
Employed
36.50208
Suburban
Basic
0
15
338
7
2021-08-13 15:21:39.188220
Average
No
Weekly
House
704
41,431
59
Female
24,293
Married
0
Bachelor's
Employed
43.943508
Urban
Comprehensive
0
14
null
5
2020-06-24 15:21:39.290098
Poor
No
Rarely
House
2,882
41,432
null
Male
29,097
Married
null
Master's
Unemployed
11.189751
Urban
Premium
0
2
394
4
2023-10-25 15:21:39.256696
Good
No
Daily
Condo
1,432
41,433
37
Male
6,606
Divorced
1
High School
Self-Employed
49.083056
Suburban
Premium
1
15
null
3
2021-05-24 15:21:39.134960
Good
Yes
Rarely
House
2,827
41,434
57
Male
4,501
Single
1
PhD
Unemployed
22.839109
Rural
Premium
1
13
767
8
2020-08-09 15:21:39.215386
Poor
No
Weekly
House
39
41,435
36
Male
114,086
Divorced
3
Master's
null
9.826123
Urban
Basic
0
16
391
6
2021-04-22 15:21:39.196387
Good
No
Monthly
Apartment
2,076
41,436
38
Male
89,956
Married
3
High School
Self-Employed
26.246851
Rural
Premium
0
10
846
6
2024-02-06 15:21:39.231531
Poor
Yes
Rarely
Apartment
336
41,437
44
Male
5,894
Divorced
3
High School
Unemployed
27.569373
Suburban
Comprehensive
3
16
508
1
2023-06-06 15:21:39.237118
Poor
No
Weekly
Apartment
3,180
41,438
28
Male
55,762
Married
1
Master's
Self-Employed
38.240779
Rural
Comprehensive
2
6
748
3
2021-08-02 15:21:39.288099
Poor
No
Daily
House
3,565
41,439
42
Male
705
Divorced
1
Bachelor's
Employed
39.264575
Suburban
Basic
0
2
779
8
2023-11-18 15:21:39.155231
Good
No
Daily
Condo
2,077
41,440
34
Male
14,819
Single
null
Bachelor's
Unemployed
28.958219
Rural
Basic
null
13
388
2
2022-03-18 15:21:39.081504
Poor
No
Weekly
Condo
497
41,441
31
Female
4,720
Single
1
Bachelor's
Self-Employed
19.912547
Rural
Basic
null
18
783
5
2023-03-20 15:21:39.134960
Good
No
Daily
House
3,453
41,442
39
Female
83,536
Single
1
PhD
Employed
33.664214
Rural
Basic
2
19
455
5
2021-12-12 15:21:39.196387
Good
Yes
Monthly
Apartment
1,523
41,443
19
Male
28,699
Married
3
High School
Employed
25.859761
Rural
Comprehensive
null
18
810
5
2024-05-17 15:21:39.285112
Average
Yes
Rarely
House
286
41,444
64
Female
51,467
Single
2
High School
Unemployed
8.092187
Urban
Basic
null
2
464
1
2021-01-23 15:21:39.134960
Average
Yes
Rarely
Condo
381
41,445
57
Female
27,442
Single
1
PhD
Employed
37.751778
Urban
Comprehensive
1
2
424
1
2020-04-12 15:21:39.207847
Average
No
Weekly
Condo
544
41,446
45
Female
966
Divorced
0
PhD
Self-Employed
37.82669
Rural
Basic
null
1
598
8
2022-06-02 15:21:39.080440
Good
Yes
Weekly
Condo
363
41,447
44
Female
16,076
Divorced
null
PhD
null
17.738286
Suburban
Basic
null
11
825
6
2024-07-01 15:21:39.193945
Average
No
Monthly
Apartment
1,475
41,448
50
Female
27,194
Married
4
Master's
null
24.955402
Rural
Premium
0
17
752
2
2020-06-24 15:21:39.237118
Poor
Yes
Rarely
House
1,100
41,449
40
Female
40,271
Single
3
Master's
Unemployed
17.927053
Urban
Basic
3
2
768
2
2020-12-26 15:21:39.261856
Average
Yes
Daily
Apartment
1,225
41,450
29
Male
18,086
Divorced
4
PhD
null
25.54214
Rural
Basic
null
5
847
8
2022-10-16 15:21:39.287115
Good
No
Rarely
Apartment
591
41,451
23
Male
1,156
Single
3
High School
Self-Employed
27.395549
Suburban
Basic
3
11
491
6
2021-01-04 15:21:39.250151
Poor
No
Daily
Condo
557
41,452
56
Female
20,662
Divorced
1
PhD
null
17.171921
Urban
Basic
null
1
717
1
2020-08-14 15:21:39.167099
Good
Yes
Weekly
Apartment
1,841
41,453
56
Female
3,067
Single
4
High School
Unemployed
47.254436
Suburban
Premium
null
1
758
7
2020-09-23 15:21:39.289099
Poor
Yes
Weekly
Condo
4,971
41,454
33
Female
3,264
Single
4
High School
null
null
Rural
Premium
null
15
528
1
2020-10-04 15:21:39.134960
Good
No
Weekly
House
518
41,455
26
Male
11,561
Single
2
Master's
null
6.445023
Urban
Comprehensive
0
14
808
2
2020-01-21 15:21:39.170099
Average
Yes
Monthly
Condo
819
41,456
50
Male
143,692
Single
null
PhD
Employed
16.83426
Rural
Premium
0
1
421
3
2020-12-16 15:21:39.134960
Average
Yes
Weekly
Condo
1,206
41,457
43
Male
17,053
Single
4
Master's
Employed
12.944374
Rural
Comprehensive
null
17
658
9
2021-06-05 15:21:39.205850
Average
No
Monthly
Apartment
1,672
41,458
39
Male
37,870
Divorced
3
Master's
Unemployed
23.955444
Rural
Comprehensive
1
6
null
1
2023-02-02 15:21:39.146733
Poor
No
Weekly
Apartment
830
41,459
47
Female
2,745
Single
2
Bachelor's
null
48.265988
Rural
Premium
2
19
632
2
2021-05-05 15:21:39.236064
Poor
Yes
Daily
House
1,192
41,460
59
Male
65,866
Single
0
PhD
Employed
23.281973
Rural
Premium
null
14
329
1
2021-12-27 15:21:39.248098
Good
Yes
Rarely
Apartment
903
41,461
41
Female
79,993
Divorced
2
Master's
null
27.095556
Suburban
Comprehensive
0
9
410
4
2024-01-30 15:21:39.088124
Average
Yes
Daily
Apartment
627
41,462
50
Male
58,801
Married
null
Master's
null
12.717708
Rural
Premium
0
7
311
7
2024-04-21 15:21:39.134960
Good
No
Daily
House
883
41,463
54
Male
24,562
Single
2
PhD
null
10.792937
Urban
Basic
2
8
345
4
2020-04-20 15:21:39.192212
Good
Yes
Rarely
Apartment
482
41,464
44
Female
46,792
Married
3
PhD
Employed
31.56486
Suburban
Basic
2
2
678
9
2023-11-03 15:21:39.096739
Poor
No
Monthly
House
401
41,465
63
Male
9,843
Divorced
0
PhD
null
25.715139
Suburban
Basic
null
1
675
2
2022-01-02 15:21:39.245086
Poor
No
Rarely
House
610
41,466
29
Female
10,144
Divorced
1
Bachelor's
Employed
27.723278
Urban
Comprehensive
1
14
828
7
2023-06-04 15:21:39.134960
Average
Yes
Daily
House
663
41,467
45
Female
13,349
Married
4
Bachelor's
null
37.858415
Suburban
Comprehensive
0
2
766
1
2023-05-15 15:21:39.080184
Good
Yes
Monthly
Apartment
1,383
41,468
50
Male
64,986
Single
4
Master's
Unemployed
31.893865
Suburban
Comprehensive
1
3
430
8
2020-06-19 15:21:39.187211
Poor
No
Monthly
Condo
1,580
41,469
59
Male
20,796
Single
4
High School
null
8.231934
Urban
Comprehensive
4
14
688
3
2020-10-03 15:21:39.126661
Poor
Yes
Daily
House
2,943
41,470
20
Male
52,478
Single
null
High School
Unemployed
12.849344
Rural
Premium
2
6
361
4
2023-11-11 15:21:39.205850
Poor
Yes
Daily
Apartment
681
41,471
39
Female
31,970
Divorced
3
High School
null
38.097374
Suburban
Comprehensive
null
2
667
4
2021-08-09 15:21:39.172097
Poor
No
Weekly
Apartment
1,722
41,472
38
Female
31,587
Divorced
1
Master's
Employed
26.083914
Urban
Comprehensive
0
16
730
4
2022-03-15 15:21:39.252145
Poor
Yes
Rarely
Apartment
1,487
41,473
28
Male
3,866
Married
4
High School
Employed
4.662707
Rural
Comprehensive
null
6
731
2
2019-10-10 15:21:39.183598
Average
No
Rarely
Apartment
962
41,474
23
Female
108,527
Single
3
Bachelor's
Self-Employed
12.752531
Rural
Comprehensive
null
19
null
4
2020-04-03 15:21:39.125660
Good
No
Rarely
Apartment
362
41,475
53
Female
8,121
Single
3
Bachelor's
Employed
24.947129
Suburban
Basic
null
14
null
9
2022-01-02 15:21:39.226954
Poor
Yes
Monthly
Condo
1,529
41,476
52
Male
16,881
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
1
10
562
8
2023-01-01 15:21:39.130190
Poor
No
Rarely
House
1,410
41,477
53
Male
17,079
Married
3
Bachelor's
null
43.699869
Rural
Premium
null
5
813
8
2022-10-30 15:21:39.150730
Average
Yes
Weekly
Apartment
469
41,478
61
Male
10,045
Divorced
null
High School
Unemployed
46.726784
Rural
Basic
1
5
764
9
2021-11-25 15:21:39.155231
Average
Yes
Rarely
Condo
2,791
41,479
51
Male
43,901
Single
0
PhD
Employed
45.638212
Rural
Premium
1
11
466
1
2021-07-15 15:21:39.155231
Good
No
Rarely
Apartment
602
41,480
18
Male
16,582
Divorced
3
Master's
null
26.088844
Rural
Comprehensive
null
19
308
8
2020-10-20 15:21:39.155231
Average
No
Monthly
Condo
785
41,481
27
Male
43,493
Married
null
PhD
Employed
37.988129
Urban
Premium
1
15
791
6
2020-04-26 15:21:39.134960
Poor
No
Rarely
Condo
708
41,482
45
Female
12,984
Married
2
PhD
null
43.844182
Suburban
Premium
1
3
629
7
2024-01-06 15:21:39.134960
Poor
No
Daily
House
1,269
41,483
28
Female
39,140
Single
3
High School
Employed
14.960912
Suburban
Comprehensive
0
3
422
9
2020-05-16 15:21:39.099739
Average
No
Monthly
House
1,405
41,484
52
Male
95,836
Divorced
0
High School
null
11.651496
Urban
Basic
null
13
null
3
2019-09-29 15:21:39.150730
Poor
No
Monthly
House
43
41,485
58
Female
null
Single
2
High School
Self-Employed
39.064217
Suburban
Premium
0
9
424
7
2023-03-17 15:21:39.146733
Poor
No
Monthly
Apartment
646
41,486
38
Male
2,474
Married
null
Bachelor's
Unemployed
44.331297
Urban
Premium
0
16
696
1
2019-11-04 15:21:39.166062
Good
No
Daily
Condo
515
41,487
41
Male
758
Married
2
PhD
null
13.073486
Suburban
Comprehensive
null
15
524
3
2021-04-18 15:21:39.081504
null
No
Weekly
Apartment
1,672
41,488
26
Female
23,830
Married
3
PhD
null
3.964206
Urban
Premium
null
4
741
8
2021-12-04 15:21:39.092127
Poor
No
Daily
Apartment
1,215
41,489
50
Female
20,346
Single
1
High School
Unemployed
32.136412
Rural
Premium
0
3
725
3
2022-05-30 15:21:39.114118
Average
No
Daily
House
2,137
41,490
19
Female
27,520
Married
1
Bachelor's
Employed
11.888314
Suburban
Premium
2
11
586
4
2019-12-01 15:21:39.264504
Poor
Yes
Weekly
Apartment
101
41,491
59
Male
24,894
null
0
Master's
Unemployed
4.879889
Urban
Premium
1
11
684
4
2020-05-06 15:21:39.120168
Average
Yes
Weekly
Apartment
710
41,492
45
Male
7,073
Married
4
Bachelor's
Self-Employed
31.574614
Suburban
Basic
1
4
459
4
2023-03-19 15:21:39.226954
Good
Yes
Rarely
House
910
41,493
29
Male
92,341
Single
3
High School
null
50.57683
Rural
Comprehensive
3
14
668
6
2023-06-12 15:21:39.285112
Poor
Yes
Rarely
Apartment
1,119
41,494
53
Male
559
null
0
Bachelor's
null
24.569134
Urban
Basic
0
17
607
9
2021-04-05 15:21:39.226954
Good
Yes
Weekly
Apartment
998
41,495
39
Male
27,984
Single
0
PhD
null
19.080154
Urban
Comprehensive
2
9
728
7
2019-10-16 15:21:39.279729
Good
Yes
Daily
Condo
746
41,496
30
Male
null
Single
3
Master's
null
51.638685
Urban
Basic
1
3
704
1
2020-06-16 15:21:39.191219
Poor
No
Rarely
House
885
41,497
58
Female
95,863
null
1
Master's
Self-Employed
15.039307
Urban
Premium
null
3
null
8
2019-09-01 15:21:39.245086
Average
Yes
Weekly
Condo
2,482
41,498
27
Male
45,936
Married
2
High School
Unemployed
36.817843
Rural
Premium
null
9
532
7
2020-09-10 15:21:39.134960
Average
No
Daily
Condo
1,642
41,499
39
Male
27,194
Single
2
PhD
Employed
25.879362
Suburban
Premium
null
19
696
2
2021-08-17 15:21:39.202448
Poor
No
Weekly
Condo
1,090