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
36,400
47
Male
2,909
Divorced
4
Master's
Self-Employed
21.395964
Suburban
Premium
0
19
372
1
2021-06-10 15:21:39.148733
Good
No
Rarely
House
1,238
36,401
32
Male
28,156
Divorced
0
High School
Self-Employed
15.178944
Suburban
Basic
1
14
531
3
2023-10-13 15:21:39.219432
Poor
No
Weekly
Condo
1,528
36,402
58
Male
12,894
Divorced
1
PhD
Unemployed
9.699514
Rural
Premium
null
16
491
9
2023-11-15 15:21:39.148733
Good
No
Rarely
Condo
1,462
36,403
27
Male
18,408
Married
3
PhD
Unemployed
18.9653
Suburban
Comprehensive
1
18
633
8
2023-02-02 15:21:39.279729
Good
Yes
Monthly
House
1,735
36,404
63
Male
636
Single
3
Master's
Unemployed
28.838315
Suburban
Comprehensive
0
4
null
1
2021-06-04 15:21:39.134960
Good
Yes
Monthly
Condo
28
36,405
40
Female
27,740
Divorced
4
High School
null
34.895436
Rural
Basic
null
9
589
5
2022-08-10 15:21:39.213373
Poor
No
Monthly
Apartment
244
36,406
64
Female
43,999
Married
3
Bachelor's
Unemployed
44.839452
Suburban
Premium
1
8
838
5
2021-02-19 15:21:39.133866
null
Yes
Monthly
House
849
36,407
18
Male
20,584
Divorced
3
High School
Employed
41.67904
Rural
Basic
0
3
735
3
2022-07-14 15:21:39.237118
Poor
Yes
Weekly
Apartment
26
36,408
54
Male
1,685
Married
null
PhD
Self-Employed
8.724404
Suburban
Basic
0
3
441
3
2021-05-13 15:21:39.129190
Average
Yes
Weekly
Apartment
981
36,409
26
Female
137,016
Married
4
Bachelor's
Unemployed
20.942244
Suburban
Basic
1
16
416
1
2021-08-23 15:21:39.270454
Good
Yes
Weekly
House
437
36,410
37
Male
56,812
Married
3
Bachelor's
null
14.283803
Rural
Comprehensive
0
13
300
1
2020-05-27 15:21:39.134960
Poor
No
Weekly
Condo
712
36,411
58
Male
80,150
Married
2
Master's
Self-Employed
20.923364
Rural
Comprehensive
0
19
431
1
2019-11-06 15:21:39.208842
Poor
Yes
Rarely
House
714
36,412
58
Male
134,710
Divorced
1
PhD
Employed
31.891618
Suburban
Premium
0
13
394
6
2023-11-26 15:21:39.082499
Average
Yes
Monthly
Apartment
1,455
36,413
43
Female
null
Divorced
0
Master's
Unemployed
45.16286
Rural
Premium
3
12
471
9
2022-12-25 15:21:39.098696
null
No
Weekly
Condo
1,503
36,414
32
Male
71,646
Married
2
High School
Unemployed
4.682889
Urban
Comprehensive
0
16
736
6
2019-10-11 15:21:39.152732
Poor
Yes
Rarely
Condo
2,046
36,415
46
Male
16,078
Single
2
PhD
null
40.04126
Rural
Comprehensive
0
13
683
5
2021-12-16 15:21:39.263607
Good
No
Weekly
Apartment
909
36,416
27
Female
46,820
Single
0
Bachelor's
null
16.099124
Suburban
Comprehensive
0
1
844
9
2021-12-14 15:21:39.134960
Average
No
Monthly
Condo
48
36,417
44
Male
31,013
Married
2
Bachelor's
Employed
31.522879
Rural
Basic
null
12
442
1
2020-12-17 15:21:39.155231
Average
Yes
Daily
Apartment
1,679
36,418
36
Female
29,573
Single
0
High School
Unemployed
16.638963
Rural
Basic
2
6
505
2
2020-07-09 15:21:39.099739
Average
No
Monthly
Apartment
2,657
36,419
21
Female
28,108
Single
null
High School
Employed
31.822167
Rural
Premium
1
19
843
9
2023-03-12 15:21:39.132191
null
No
Weekly
Condo
1,943
36,420
60
Female
57,962
Single
0
Bachelor's
Unemployed
16.927383
Suburban
Basic
1
0
332
9
2022-10-20 15:21:39.087123
Average
No
Rarely
House
222
36,421
45
Male
3,006
Married
0
Bachelor's
Unemployed
30.814687
Urban
Premium
0
3
445
6
2020-12-29 15:21:39.146733
Good
No
Monthly
Apartment
622
36,422
25
Male
36,654
Divorced
4
High School
null
8.739227
Suburban
Comprehensive
1
18
641
1
2022-06-12 15:21:39.134960
Good
Yes
Rarely
Condo
2,463
36,423
41
Female
4,876
Married
2
PhD
Employed
6.722917
Suburban
Basic
3
8
668
2
2024-07-04 15:21:39.199447
Poor
Yes
Monthly
House
551
36,424
31
Male
7,950
Divorced
4
High School
Unemployed
16.743707
Urban
Basic
2
2
707
6
2021-10-24 15:21:39.172097
Average
No
Rarely
Apartment
1,011
36,425
19
Male
108,419
Single
0
High School
Employed
10.6938
Urban
Basic
null
9
515
4
2023-04-02 15:21:39.112553
Good
Yes
Daily
Condo
323
36,426
38
Male
40,991
Divorced
0
PhD
Unemployed
18.953152
Suburban
Basic
1
11
562
3
2021-07-30 15:21:39.246098
Average
No
Monthly
Apartment
1,219
36,427
60
Male
3,188
Divorced
3
High School
null
34.696679
Suburban
Premium
1
2
496
1
2022-05-02 15:21:39.102694
Good
Yes
Daily
Condo
807
36,428
50
Female
84,653
Single
1
Master's
Unemployed
14.286777
Urban
Premium
3
5
423
2
2022-04-25 15:21:39.281787
Good
Yes
Weekly
House
2,948
36,429
49
Male
32,572
Single
2
PhD
null
35.923172
Suburban
Premium
null
5
466
6
2022-11-18 15:21:39.170099
Good
Yes
Monthly
Condo
2,830
36,430
25
Male
37,393
Divorced
2
Master's
Unemployed
null
Suburban
Premium
2
16
713
1
2020-05-22 15:21:39.130190
Average
No
Monthly
Condo
596
36,431
63
Male
38,027
Married
3
PhD
null
6.576328
Suburban
Basic
null
12
744
3
2020-11-18 15:21:39.233485
Average
No
Weekly
House
440
36,432
41
Female
92,234
Divorced
0
High School
Unemployed
8.723965
Suburban
Basic
1
7
722
3
2022-04-28 15:21:39.155231
Average
No
Monthly
Condo
352
36,433
28
Female
33
Divorced
2
Master's
Unemployed
17.85734
Urban
Premium
0
2
658
6
2020-09-28 15:21:39.144722
Poor
Yes
Rarely
House
956
36,434
63
Male
116,440
Married
2
Master's
Employed
9.817654
Urban
Comprehensive
null
12
485
7
2021-12-06 15:21:39.119168
Good
No
Daily
Condo
288
36,435
45
Female
65,867
Divorced
1
PhD
Self-Employed
33.394345
Suburban
Basic
1
2
655
4
2024-05-11 15:21:39.250151
Poor
Yes
Rarely
House
391
36,436
30
Male
26,133
Divorced
null
Bachelor's
null
39.903126
Urban
Basic
0
16
839
7
2022-10-21 15:21:39.155231
Average
Yes
Weekly
House
3,133
36,437
53
Male
38,300
Single
0
Bachelor's
null
15.838881
Suburban
Premium
0
19
798
6
2020-12-22 15:21:39.261856
Average
Yes
Daily
Apartment
527
36,438
25
Female
4,892
Single
3
PhD
Unemployed
19.795941
Rural
Comprehensive
null
14
460
1
2020-01-29 15:21:39.167099
Average
No
Rarely
House
614
36,439
39
Male
null
Single
0
High School
Unemployed
8.873388
Rural
Comprehensive
2
6
349
6
2022-06-11 15:21:39.134960
Poor
No
Daily
House
1,593
36,440
19
Male
242
Single
2
High School
Unemployed
37.923939
Rural
Premium
2
19
null
7
2023-01-06 15:21:39.080440
Average
No
Weekly
Condo
112
36,441
19
Male
38,274
Divorced
4
High School
null
6.615939
Urban
Basic
2
10
622
1
2020-07-20 15:21:39.246098
Poor
Yes
Monthly
House
986
36,442
31
Male
26,553
Divorced
4
PhD
Unemployed
38.703656
Urban
Comprehensive
2
16
508
8
2024-03-22 15:21:39.155231
Average
Yes
Rarely
Condo
1,516
36,443
56
Male
9,735
Married
0
PhD
Unemployed
20.918021
Urban
Premium
1
10
463
9
2022-11-10 15:21:39.108562
Average
No
Daily
House
88
36,444
62
Female
6,966
null
3
PhD
Self-Employed
31.955338
Urban
Premium
3
0
677
1
2021-07-27 15:21:39.134960
Poor
No
Daily
Condo
2,102
36,445
26
Female
25,570
Single
3
High School
Employed
33.610215
Urban
Comprehensive
null
15
325
7
2022-01-21 15:21:39.266452
Good
Yes
Weekly
Apartment
2,885
36,446
18
Female
11,286
Married
4
Bachelor's
null
24.566167
Rural
Comprehensive
0
16
null
4
2021-12-02 15:21:39.278402
Average
No
Monthly
Condo
498
36,447
38
Female
103,400
Divorced
2
High School
Self-Employed
26.384915
Urban
Premium
2
10
791
3
2022-04-13 15:21:39.237118
Poor
Yes
Weekly
House
45
36,448
18
Male
9,071
Married
4
High School
Self-Employed
17.037316
Rural
Basic
null
1
847
1
2023-05-10 15:21:39.095696
Poor
Yes
Monthly
House
659
36,449
53
Female
39,091
Single
4
PhD
Employed
7.878274
Rural
Comprehensive
null
8
773
9
2023-03-11 15:21:39.174719
Poor
No
Monthly
Apartment
1,256
36,450
24
Male
71,743
Married
0
PhD
Employed
28.88358
Rural
Basic
1
0
null
4
2019-09-13 15:21:39.281787
Average
Yes
Rarely
Condo
2,172
36,451
21
Male
65,308
Married
0
Bachelor's
Unemployed
19.707588
Urban
Comprehensive
null
18
392
6
2021-09-19 15:21:39.090124
Average
Yes
Monthly
Condo
26
36,452
40
Male
53,315
Single
3
High School
Employed
null
Suburban
Comprehensive
2
17
498
8
2020-10-11 15:21:39.102694
Good
Yes
Rarely
Apartment
1,208
36,453
55
Female
15,892
Divorced
1
High School
null
29.447322
Rural
Premium
null
7
761
6
2022-01-14 15:21:39.092127
Poor
Yes
Rarely
Condo
571
36,454
47
Male
4,536
Single
1
Bachelor's
Unemployed
31.77242
Suburban
Comprehensive
0
1
775
5
2021-04-15 15:21:39.095696
Poor
No
Daily
Apartment
3,188
36,455
52
Female
18,058
Divorced
2
Master's
Unemployed
12.610091
Suburban
Comprehensive
1
16
319
6
2023-06-18 15:21:39.134960
Average
No
Monthly
House
3,446
36,456
19
Female
37,156
Single
2
High School
null
15.564373
Urban
Comprehensive
1
17
648
6
2021-02-25 15:21:39.228521
Poor
Yes
Daily
Condo
454
36,457
46
Female
1,248
Divorced
3
Master's
Self-Employed
27.788181
Suburban
Basic
1
4
461
2
2022-03-12 15:21:39.134960
Average
Yes
Monthly
Condo
782
36,458
null
Male
23,757
Divorced
4
PhD
Employed
26.818287
Urban
Comprehensive
null
5
598
8
2022-06-19 15:21:39.235012
Average
Yes
Weekly
Apartment
449
36,459
54
Female
16,076
Divorced
2
Master's
null
24.988359
Suburban
Basic
1
0
null
3
2020-03-14 15:21:39.220389
Average
No
Daily
House
834
36,460
31
Female
7,892
Single
4
Bachelor's
Self-Employed
20.824943
Suburban
Comprehensive
0
11
752
3
2022-08-06 15:21:39.285112
Average
No
Weekly
Apartment
952
36,461
61
Female
17,350
Single
4
Master's
null
28.536968
Rural
Comprehensive
1
11
787
8
2020-01-30 15:21:39.134960
Good
No
Monthly
House
786
36,462
47
Female
72,441
Married
1
High School
Self-Employed
null
Rural
Comprehensive
3
0
797
5
2023-04-28 15:21:39.155231
Average
No
Weekly
House
977
36,463
62
Male
5,055
Single
2
High School
Employed
34.281695
Suburban
Comprehensive
0
13
830
5
2019-10-10 15:21:39.190215
Good
No
Monthly
Apartment
1,488
36,464
60
Female
34,982
Divorced
0
PhD
null
7.838703
Urban
Basic
1
16
824
3
2024-07-29 15:21:39.152732
Poor
No
Daily
Apartment
1,812
36,465
51
Male
2,399
Divorced
0
Master's
null
25.37344
Urban
Basic
2
0
471
1
2021-03-09 15:21:39.209847
Poor
Yes
Rarely
House
958
36,466
48
Male
30,984
Single
4
Master's
null
9.988688
Suburban
Premium
1
2
629
2
2020-07-24 15:21:39.146733
Poor
No
Monthly
Apartment
816
36,467
20
Female
134,849
Married
3
High School
Self-Employed
27.4927
Urban
Comprehensive
null
7
320
1
2022-09-19 15:21:39.146733
Good
Yes
Monthly
Condo
1,720
36,468
46
Male
25,961
Single
1
Bachelor's
null
34.185974
Suburban
Premium
0
10
743
1
2022-07-11 15:21:39.226954
Poor
No
Rarely
House
735
36,469
35
Female
54,850
Single
0
Bachelor's
Self-Employed
11.735923
Suburban
Basic
0
0
652
1
2021-06-22 15:21:39.134960
Poor
Yes
Weekly
Condo
57
36,470
53
Female
113,366
Married
3
PhD
Self-Employed
45.095595
Suburban
Premium
1
9
465
1
2020-07-12 15:21:39.247098
Poor
No
Weekly
House
3,838
36,471
40
Male
45,903
Divorced
0
PhD
null
28.838592
Suburban
Comprehensive
0
2
647
8
2020-09-20 15:21:39.134960
Poor
No
Monthly
Condo
941
36,472
39
Male
1,823
Divorced
2
High School
Employed
31.174464
Rural
Basic
3
5
585
6
2019-09-10 15:21:39.271453
Good
Yes
Weekly
Condo
781
36,473
22
Female
37,881
Divorced
null
PhD
Employed
10.716757
Suburban
Basic
0
1
515
2
2022-07-28 15:21:39.143708
Good
Yes
Rarely
House
437
36,474
36
Female
97,853
Divorced
2
High School
Unemployed
48.885466
Rural
Basic
null
15
447
9
2019-10-06 15:21:39.173834
Poor
No
Weekly
Apartment
1,378
36,475
55
Male
28,648
Divorced
null
PhD
Self-Employed
37.939246
Rural
Basic
1
3
null
2
2023-11-02 15:21:39.134960
Poor
No
Daily
Apartment
1,208
36,476
60
Male
74,898
null
4
High School
Employed
25.489944
Urban
Comprehensive
2
13
464
8
2020-10-25 15:21:39.154008
Average
Yes
Daily
Condo
1,283
36,477
49
Female
11,720
Married
1
Bachelor's
null
50.719725
Rural
Premium
null
7
591
1
2019-09-10 15:21:39.143708
Good
Yes
Rarely
Apartment
473
36,478
33
Female
4,520
Married
null
PhD
Unemployed
24.582345
Urban
Basic
2
12
null
8
2024-06-12 15:21:39.155231
Average
No
Monthly
Condo
1,521
36,479
46
Male
39,098
Divorced
null
PhD
Employed
24.766979
Rural
Premium
null
1
315
5
2024-06-17 15:21:39.145732
Poor
No
Monthly
Condo
1,442
36,480
39
Male
68,881
Single
1
Master's
null
23.935004
Rural
Comprehensive
0
12
743
6
2019-10-10 15:21:39.122134
Good
Yes
Daily
House
2,098
36,481
18
Male
878
Single
2
Bachelor's
Self-Employed
12.013479
Urban
Comprehensive
null
0
null
1
2019-11-30 15:21:39.219432
null
No
Rarely
House
798
36,482
43
Female
10,140
Single
4
High School
Self-Employed
null
Urban
Comprehensive
0
2
826
6
2022-07-18 15:21:39.170099
Average
No
Daily
Apartment
1,713
36,483
53
Female
7,074
Single
4
Bachelor's
null
18.944805
Urban
Basic
0
3
593
7
2021-04-26 15:21:39.188220
Poor
Yes
Rarely
House
1,257
36,484
31
Male
141,340
Single
4
High School
null
50.442427
Urban
Basic
2
11
812
9
2020-08-08 15:21:39.225916
Average
No
Weekly
House
102
36,485
58
Female
34,403
Single
2
PhD
Self-Employed
18.917131
Urban
Basic
null
19
470
1
2023-02-20 15:21:39.194829
Good
No
Rarely
Apartment
2,897
36,486
53
Female
35,411
Divorced
1
PhD
Self-Employed
21.958507
Urban
Basic
2
7
526
6
2020-12-24 15:21:39.090124
Poor
Yes
Monthly
House
1,043
36,487
52
Male
1,601
Single
0
Master's
null
15.928177
Suburban
Basic
0
3
734
2
2020-01-30 15:21:39.143708
null
No
Weekly
Apartment
2,026
36,488
56
Male
4,955
Divorced
0
Master's
Employed
5.338401
Urban
Comprehensive
null
11
309
6
2022-02-21 15:21:39.269494
Good
No
Daily
Condo
3,111
36,489
18
Female
38,042
Married
2
Bachelor's
Unemployed
49.094384
Rural
Premium
0
8
821
6
2023-11-14 15:21:39.148733
Poor
No
Rarely
Condo
551
36,490
21
Female
21,358
Divorced
3
Master's
Employed
38.50765
Rural
Basic
1
4
742
1
2023-02-10 15:21:39.274993
Average
No
Monthly
Apartment
935
36,491
44
Male
11,881
Divorced
2
Bachelor's
null
35.723695
Rural
Comprehensive
0
11
694
1
2021-08-30 15:21:39.134960
Good
Yes
Weekly
House
706
36,492
44
Female
7,077
Married
4
Master's
Employed
40.038554
Suburban
Basic
null
15
383
9
2022-03-30 15:21:39.132191
Good
No
Rarely
House
1,107
36,493
30
Female
66,775
Divorced
null
Master's
null
31.451405
Urban
Basic
1
18
332
6
2020-11-17 15:21:39.155231
Good
No
Daily
House
308
36,494
29
Male
16,076
Single
4
High School
null
30.835386
Rural
Basic
1
18
null
3
2020-12-04 15:21:39.155231
Poor
Yes
Daily
Condo
554
36,495
49
Female
59,093
Divorced
3
PhD
Self-Employed
19.913984
Suburban
Premium
1
15
431
4
2023-10-15 15:21:39.259788
Poor
No
Rarely
Apartment
806
36,496
59
Male
14,191
Single
3
Bachelor's
null
3.868481
Suburban
Basic
null
14
563
4
2023-04-05 15:21:39.196387
Poor
No
Rarely
Condo
1,177
36,497
32
Male
25,655
Divorced
0
Bachelor's
Employed
32.898881
Suburban
Basic
2
8
598
5
2021-09-19 15:21:39.130190
Good
Yes
Monthly
Apartment
154
36,498
32
Male
27,674
Divorced
4
Master's
Self-Employed
22.835862
Urban
Comprehensive
0
14
677
6
2021-05-31 15:21:39.231531
Poor
No
Daily
Apartment
603
36,499
25
Male
16,084
Married
4
PhD
Unemployed
24.878688
Rural
Comprehensive
null
17
693
1
2024-02-20 15:21:39.134960
Average
No
Rarely
House
545