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
31,400
49
Female
61,448
Married
2
Bachelor's
null
6.241584
Rural
Premium
2
1
797
5
2019-10-07 15:21:39.148733
Poor
Yes
Weekly
House
2,712
31,401
38
Female
54,979
Single
1
High School
null
30.778959
Rural
Basic
null
12
391
6
2020-06-20 15:21:39.087123
Good
Yes
Monthly
Apartment
3,352
31,402
35
Female
23,593
Divorced
4
PhD
Employed
14.813009
Rural
Basic
null
2
null
3
2021-03-13 15:21:39.237118
Good
Yes
Daily
House
478
31,403
26
Female
108,432
Divorced
2
Master's
null
43.168714
Urban
Basic
0
6
432
1
2023-05-28 15:21:39.194829
null
Yes
Daily
House
1,580
31,404
18
Male
47,950
Single
null
Master's
Employed
26.936998
Suburban
Premium
1
8
725
1
2022-08-27 15:21:39.155231
Poor
Yes
Rarely
Condo
122
31,405
60
Female
25,863
Divorced
2
Bachelor's
Employed
38.735763
Urban
Basic
null
6
466
5
2023-07-23 15:21:39.155231
Good
Yes
Monthly
Apartment
1,619
31,406
39
Male
23,962
Divorced
null
High School
Self-Employed
8.879006
Suburban
Premium
null
1
713
7
2022-12-11 15:21:39.208842
Average
No
Weekly
Condo
209
31,407
31
Female
null
Divorced
2
Master's
Self-Employed
37.857387
Rural
Premium
0
8
375
2
2020-07-30 15:21:39.091080
Poor
Yes
Rarely
House
1,804
31,408
32
Female
63,872
Married
0
High School
Unemployed
14.049555
Suburban
Premium
1
5
797
3
2021-05-01 15:21:39.259788
Poor
No
Daily
Apartment
99
31,409
46
Female
null
Married
4
Master's
null
22.817586
Rural
Comprehensive
1
15
null
4
2024-05-21 15:21:39.209847
Poor
No
Rarely
Apartment
101
31,410
47
Male
3,378
Married
0
High School
Unemployed
51.751584
Urban
Basic
3
8
848
8
2019-10-22 15:21:39.245086
Average
Yes
Weekly
Apartment
806
31,411
53
Male
31,629
Married
1
Master's
Unemployed
15.964264
Rural
Basic
0
9
835
9
2019-12-02 15:21:39.213373
Average
No
Monthly
Condo
349
31,412
50
Male
4,059
Single
0
Bachelor's
null
null
Suburban
Basic
0
16
761
3
2020-06-02 15:21:39.188220
Average
No
Rarely
Condo
829
31,413
49
Female
39,723
Single
4
Master's
Unemployed
20.076496
Suburban
Basic
1
1
846
3
2021-03-16 15:21:39.144722
Average
Yes
Monthly
Condo
1,018
31,414
33
Female
92,874
Single
2
High School
null
50.477673
Rural
Comprehensive
null
17
553
6
2023-02-11 15:21:39.131192
null
No
Daily
Apartment
2,914
31,415
21
Male
11,300
Single
0
Bachelor's
Employed
20.094427
Urban
Comprehensive
null
13
410
9
2020-09-12 15:21:39.215386
Poor
No
Weekly
Apartment
1,681
31,416
22
Female
17,053
Single
3
Master's
Unemployed
6.928284
Urban
Basic
1
2
410
1
2023-05-09 15:21:39.180553
Average
Yes
Rarely
House
522
31,417
36
Male
94,020
Single
3
Master's
null
5.913754
Urban
Basic
0
9
456
7
2022-10-09 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,607
31,418
21
Female
43,820
Divorced
1
PhD
null
18.912622
Rural
Premium
null
1
729
5
2019-11-18 15:21:39.134960
Good
Yes
Daily
Condo
439
31,419
30
Male
31,008
Single
4
Master's
null
null
Suburban
Basic
0
14
728
8
2023-02-07 15:21:39.188220
Good
Yes
Weekly
Condo
27
31,420
50
Female
18,093
Single
0
PhD
Unemployed
47.744688
Suburban
Basic
0
8
776
6
2021-01-29 15:21:39.265513
Poor
No
Monthly
Apartment
825
31,421
34
Male
7,087
Married
2
Master's
Self-Employed
32.90871
Urban
Comprehensive
null
17
762
8
2022-03-13 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,195
31,422
64
Male
7,791
null
4
Bachelor's
Unemployed
19.751545
Rural
Premium
null
11
454
4
2022-11-28 15:21:39.256696
Good
No
Rarely
House
827
31,423
26
Male
45,966
Married
2
Bachelor's
Unemployed
42.876337
Urban
Comprehensive
2
7
742
1
2020-07-02 15:21:39.134960
Poor
Yes
Daily
Apartment
771
31,424
37
Female
3,697
Single
3
Master's
Employed
16.728524
Suburban
Comprehensive
2
13
656
3
2020-04-28 15:21:39.237118
Average
No
Daily
Condo
1,464
31,425
61
Female
45,280
Single
4
Bachelor's
Self-Employed
10.477745
Urban
Basic
2
2
757
1
2024-06-28 15:21:39.274993
Good
Yes
Daily
Condo
2,420
31,426
61
Male
53,590
Divorced
3
Master's
null
17.73823
Rural
Comprehensive
2
12
485
5
2020-10-30 15:21:39.216387
Average
No
Monthly
Apartment
23
31,427
21
Male
23,755
Divorced
2
High School
null
35.284465
Urban
Premium
1
16
776
2
2021-06-20 15:21:39.134960
Poor
No
Rarely
Condo
2,798
31,428
55
Male
80,569
Single
4
High School
Unemployed
null
Rural
Basic
2
3
511
6
2021-06-15 15:21:39.192212
Average
Yes
Rarely
Apartment
1,338
31,429
41
Female
31,079
Divorced
4
Bachelor's
null
8.897473
Suburban
Comprehensive
0
4
335
1
2022-12-23 15:21:39.155231
Average
No
Monthly
Apartment
684
31,430
33
Female
1,333
Married
2
High School
Self-Employed
27.838592
Suburban
Comprehensive
null
2
551
7
2020-03-27 15:21:39.186212
Average
Yes
Rarely
House
29
31,431
51
Male
39,414
Single
3
High School
Unemployed
12.151037
Urban
Basic
0
16
690
8
2021-09-13 15:21:39.082499
Average
Yes
Monthly
House
785
31,432
59
Female
54,813
Married
3
Bachelor's
Employed
13.701051
Urban
Comprehensive
0
0
478
8
2021-02-22 15:21:39.254678
null
Yes
Daily
House
991
31,433
29
Female
95,960
null
1
PhD
Employed
8.512813
Urban
Comprehensive
1
1
531
2
2023-11-24 15:21:39.184157
Poor
Yes
Monthly
House
1,867
31,434
30
Female
34,127
Single
1
Master's
Employed
18.396669
Rural
Comprehensive
null
5
661
6
2020-09-19 15:21:39.216387
Average
Yes
Daily
Condo
832
31,435
60
Female
3,714
Divorced
0
Bachelor's
Self-Employed
15.851839
Urban
Basic
3
19
523
3
2023-05-05 15:21:39.120168
Average
No
Weekly
Apartment
983
31,436
64
Male
59,948
Married
null
Bachelor's
null
13.642657
Urban
Comprehensive
null
16
784
4
2023-07-21 15:21:39.106582
Good
Yes
Weekly
Apartment
173
31,437
24
Female
7,087
Single
0
PhD
Self-Employed
32.896926
Urban
Premium
2
18
338
5
2024-08-12 15:21:39.175719
Average
Yes
Weekly
Apartment
1,238
31,438
58
Female
44,550
Single
3
High School
null
21.141851
Rural
Comprehensive
null
1
770
9
2021-07-31 15:21:39.266452
Good
No
Monthly
Apartment
143
31,439
26
Female
6,730
Divorced
4
Bachelor's
null
34.182708
Suburban
Comprehensive
2
4
null
2
2022-02-05 15:21:39.224915
Poor
Yes
Rarely
House
66
31,440
62
Male
3,073
Single
1
Bachelor's
null
36.16362
Suburban
Basic
1
14
762
6
2021-11-23 15:21:39.252145
Average
No
Monthly
Condo
80
31,441
59
Female
20,696
Married
1
Bachelor's
Self-Employed
21.355917
Suburban
Premium
1
6
827
6
2021-09-08 15:21:39.132191
Poor
Yes
Daily
House
1,133
31,442
62
Female
16,466
Single
0
PhD
Employed
8.262923
Suburban
Comprehensive
3
4
611
2
2021-11-28 15:21:39.098696
Good
No
Rarely
Apartment
2,062
31,443
52
Male
35,796
Single
0
Master's
Self-Employed
32.982956
Suburban
Comprehensive
1
11
696
4
2020-10-14 15:21:39.246098
Good
No
Weekly
Apartment
977
31,444
28
Male
12,881
Single
0
PhD
Unemployed
12.284565
Rural
Comprehensive
0
7
442
6
2023-06-24 15:21:39.082499
Poor
No
Monthly
Apartment
728
31,445
27
Female
null
Divorced
null
Bachelor's
Self-Employed
44.813559
Rural
Premium
2
19
571
1
2023-06-08 15:21:39.290098
null
No
Weekly
Apartment
515
31,446
25
Male
10,097
Single
2
Bachelor's
null
12.734818
Rural
Premium
0
8
637
1
2022-09-25 15:21:39.167099
Average
No
Monthly
Condo
826
31,447
40
Male
94,855
Married
2
High School
null
11.797954
Rural
Basic
2
7
617
3
2021-10-18 15:21:39.200452
null
No
Monthly
House
933
31,448
31
Female
25,011
Divorced
1
High School
Employed
16.717534
Urban
Comprehensive
1
12
null
8
2024-03-24 15:21:39.188220
Poor
Yes
Weekly
Apartment
1,294
31,449
31
Female
39,751
Single
4
High School
Employed
35.67237
Suburban
Premium
null
9
null
8
2020-05-20 15:21:39.113566
Good
Yes
Rarely
Condo
801
31,450
23
Male
917
Married
0
PhD
null
null
Rural
Basic
0
10
394
2
2023-05-16 15:21:39.085129
Average
Yes
Rarely
Apartment
537
31,451
26
Male
21,074
Single
3
PhD
Unemployed
27.299718
Urban
Basic
0
17
485
4
2023-11-21 15:21:39.210805
Poor
Yes
Monthly
Condo
1,650
31,452
56
Female
37,977
Married
0
Bachelor's
Self-Employed
45.274703
Rural
Basic
2
1
563
4
2023-04-21 15:21:39.228521
Good
Yes
Monthly
House
381
31,453
41
Male
12,963
Divorced
3
Bachelor's
Self-Employed
37.8985
Suburban
Comprehensive
0
18
null
3
2024-07-18 15:21:39.254678
Average
Yes
Daily
House
546
31,454
32
Female
49,876
Single
0
Master's
Self-Employed
19.59078
Rural
Premium
0
7
null
9
2020-03-25 15:21:39.155231
Good
Yes
Daily
Condo
101
31,455
28
Male
15,881
Married
4
Master's
null
37.634977
Urban
Premium
0
16
521
4
2023-01-20 15:21:39.091080
Average
No
Rarely
Apartment
801
31,456
53
Female
40,585
Single
2
Master's
null
17.291711
Urban
Basic
1
2
null
4
2020-11-30 15:21:39.155231
Good
No
Rarely
House
1,335
31,457
50
Male
5,080
Married
4
PhD
null
17.994301
Urban
Premium
0
10
487
1
2022-12-08 15:21:39.134960
Good
Yes
Weekly
House
1,155
31,458
48
Male
39,079
Married
0
Bachelor's
Unemployed
29.1438
Suburban
Comprehensive
0
11
638
2
2021-07-26 15:21:39.154008
Good
No
Rarely
House
468
31,459
34
Male
25,643
Divorced
3
Bachelor's
Self-Employed
20.837904
Suburban
Premium
1
16
608
9
2024-03-21 15:21:39.134960
Good
Yes
Rarely
Condo
608
31,460
32
Female
140,573
Single
1
Master's
Employed
26.977794
Suburban
Basic
null
14
421
1
2022-04-16 15:21:39.180553
Good
Yes
Rarely
House
104
31,461
54
Female
83,399
Divorced
0
Bachelor's
null
null
Suburban
Premium
3
1
null
8
2023-05-14 15:21:39.155231
Good
No
Weekly
Condo
3,091
31,462
56
Male
34,372
Single
3
Bachelor's
null
35.664176
Urban
Premium
null
9
518
7
2019-12-08 15:21:39.134960
Poor
Yes
Rarely
Apartment
3,382
31,463
25
Female
55,540
Divorced
0
High School
null
21.624497
Urban
Premium
3
17
406
1
2023-10-27 15:21:39.134960
Poor
Yes
Rarely
House
361
31,464
63
Male
2,953
Single
0
Master's
Self-Employed
39.93856
Rural
Premium
1
9
378
8
2024-06-25 15:21:39.237118
Poor
No
Rarely
Apartment
2,124
31,465
36
Female
9,094
Divorced
3
High School
null
22.814083
Rural
Comprehensive
null
15
575
8
2020-01-29 15:21:39.134960
Average
Yes
Weekly
Apartment
1,110
31,466
46
Female
null
Single
2
PhD
Unemployed
14.828997
Rural
Premium
1
8
646
7
2020-07-30 15:21:39.128286
Average
Yes
Daily
Condo
81
31,467
44
Male
148,817
Divorced
4
Bachelor's
Self-Employed
15.564373
Rural
Premium
0
6
344
7
2022-05-07 15:21:39.092127
Average
No
Rarely
House
101
31,468
61
Female
7,894
Married
1
PhD
Unemployed
9.907798
Suburban
Basic
0
12
543
9
2021-12-24 15:21:39.096739
Good
Yes
Daily
House
570
31,469
61
Female
56,492
Single
3
Master's
Self-Employed
null
Urban
Premium
0
9
482
3
2020-03-13 15:21:39.114118
Good
Yes
Weekly
Apartment
892
31,470
37
Female
1,593
Married
null
Bachelor's
Unemployed
11.935106
Rural
Basic
0
5
568
6
2022-04-06 15:21:39.134960
Poor
Yes
Rarely
Condo
218
31,471
56
Male
21,420
Single
3
Bachelor's
null
13.722125
Suburban
Premium
null
17
null
6
2022-08-19 15:21:39.118178
Good
No
Monthly
Condo
716
31,472
44
Male
1,320
Single
0
Master's
Unemployed
29.687819
Rural
Comprehensive
0
19
470
4
2020-03-29 15:21:39.114118
null
Yes
Monthly
Apartment
641
31,473
59
Female
37,831
Divorced
0
Bachelor's
Self-Employed
15.397846
Suburban
Basic
2
14
439
4
2020-03-16 15:21:39.165120
Average
No
Rarely
Apartment
652
31,474
43
Male
596
Single
null
Master's
Employed
25.898293
Suburban
Basic
null
2
758
7
2019-10-25 15:21:39.170099
Poor
No
Rarely
Condo
454
31,475
32
Male
40,456
Divorced
null
PhD
Unemployed
47.379834
Urban
Premium
null
17
591
9
2022-06-18 15:21:39.182597
Poor
Yes
Rarely
House
1,178
31,476
19
Female
43,846
Single
null
Bachelor's
null
24.822735
Urban
Premium
1
16
564
7
2023-10-14 15:21:39.271453
Average
No
Weekly
Apartment
695
31,477
61
Male
37,406
Divorced
3
High School
null
44.487827
Rural
Premium
null
1
null
9
2022-07-31 15:21:39.155231
Poor
Yes
Monthly
Apartment
3,964
31,478
45
Male
46,405
Divorced
null
Bachelor's
null
49.117766
Suburban
Comprehensive
null
18
390
7
2021-11-07 15:21:39.274993
Good
Yes
Daily
House
716
31,479
19
Male
17,057
Divorced
0
PhD
Unemployed
16.854342
Urban
Premium
2
1
504
7
2020-10-23 15:21:39.080440
Average
No
Weekly
Apartment
1,272
31,480
62
Male
56,801
Divorced
0
Bachelor's
Employed
40.912171
Urban
Premium
3
17
690
8
2021-11-21 15:21:39.126661
Good
No
Daily
Apartment
2,077
31,481
64
Female
11,899
Divorced
4
Bachelor's
null
21.898762
Rural
Basic
null
4
301
3
2023-06-21 15:21:39.105504
Average
Yes
Monthly
Apartment
1,640
31,482
33
Male
45,138
Divorced
3
Master's
Self-Employed
36.33766
Rural
Basic
0
17
593
4
2021-08-02 15:21:39.155231
Average
No
Rarely
House
453
31,483
34
Male
10,892
Married
1
Master's
Self-Employed
35.681227
Rural
Basic
1
3
761
9
2020-03-29 15:21:39.122134
null
No
Monthly
Apartment
671
31,484
24
Female
null
Divorced
1
High School
Employed
5.009899
Rural
Basic
null
3
755
7
2020-03-16 15:21:39.228521
null
Yes
Daily
Apartment
384
31,485
62
Female
44,180
Single
2
High School
null
14.796841
Urban
Comprehensive
1
9
585
9
2020-10-20 15:21:39.084065
Average
Yes
Rarely
Apartment
822
31,486
47
Male
6,959
Married
null
PhD
Employed
8.658076
Rural
Comprehensive
1
14
462
9
2020-11-03 15:21:39.211806
Good
No
Rarely
House
1,829
31,487
62
Male
1,466
Single
0
PhD
null
22.449934
Suburban
Basic
0
18
678
2
2022-01-07 15:21:39.155231
Poor
Yes
Daily
Apartment
391
31,488
57
Female
1,499
Divorced
0
Bachelor's
null
4.811594
Suburban
Basic
1
7
741
5
2020-03-02 15:21:39.097737
null
No
Weekly
Condo
717
31,489
38
Male
22,402
Married
1
Bachelor's
Self-Employed
5.580038
Suburban
Basic
2
18
637
6
2020-07-10 15:21:39.206847
Average
No
Daily
House
1,314
31,490
49
Female
2,699
Single
2
High School
Employed
43.161489
Rural
Comprehensive
2
6
506
1
2023-10-24 15:21:39.090124
Average
Yes
Rarely
Condo
1,094
31,491
24
Male
70,829
Single
1
High School
Employed
29.869426
Suburban
Premium
3
15
488
9
2021-04-30 15:21:39.170099
Poor
No
Rarely
House
556
31,492
64
Female
41,742
Married
0
Master's
Unemployed
23.334064
Suburban
Premium
null
0
508
8
2022-10-25 15:21:39.237118
Good
No
Daily
Apartment
1,373
31,493
46
Male
6,903
Married
4
Bachelor's
Employed
32.847186
Urban
Premium
1
19
307
6
2023-02-06 15:21:39.130190
Average
No
Rarely
Condo
2,889
31,494
61
Male
44,660
Single
1
PhD
null
6.865607
Suburban
Basic
null
6
759
9
2021-06-06 15:21:39.282785
null
Yes
Monthly
House
495
31,495
23
Female
3,118
Divorced
0
PhD
null
18.884065
Suburban
Basic
1
10
467
7
2020-05-23 15:21:39.155231
Average
No
Weekly
Condo
2,887
31,496
62
Male
36,569
Married
3
Master's
null
18.816276
Suburban
Basic
0
19
778
4
2022-12-12 15:21:39.174719
Average
Yes
Rarely
Condo
543
31,497
40
Female
24,991
Married
1
Master's
Self-Employed
28.929146
Urban
Basic
1
17
569
5
2023-01-08 15:21:39.134960
Poor
Yes
Weekly
Apartment
48
31,498
24
Female
17,092
Married
4
Master's
Self-Employed
45.492018
Urban
Premium
0
9
705
5
2021-08-03 15:21:39.155231
Average
Yes
Rarely
Apartment
1,148
31,499
39
Female
6,972
Divorced
4
PhD
null
15.437927
Urban
Premium
2
19
549
2
2019-09-21 15:21:39.244069
Good
Yes
Daily
House
2,821