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
1,168,400
59
Female
27,002
Single
1
Bachelor's
Employed
21.906164
Urban
Basic
null
10
706
1
2020-04-20 15:21:39.144722
Average
Yes
Monthly
House
592
1,168,401
58
Male
16,822
Divorced
3
Bachelor's
Unemployed
7.028619
Suburban
Premium
0
4
364
7
2022-04-09 15:21:39.093681
Average
No
Rarely
Apartment
2,036
1,168,402
59
Male
11,537
Single
4
High School
Unemployed
17.583735
Urban
Premium
null
0
null
4
2019-08-30 15:21:39.097737
Poor
No
Rarely
House
30
1,168,403
62
Female
null
Divorced
4
High School
Self-Employed
33.145742
Urban
Premium
null
18
334
1
2023-12-25 15:21:39.134960
Average
Yes
Monthly
House
777
1,168,404
20
Female
34,447
Divorced
3
Master's
null
16.072305
Urban
Basic
1
14
null
6
2023-04-01 15:21:39.223901
Average
No
Monthly
House
542
1,168,405
52
Male
30,489
Single
2
High School
Unemployed
30.755544
Rural
Basic
1
2
522
8
2024-02-24 15:21:39.146733
Good
Yes
Rarely
House
1,447
1,168,406
21
Female
58,785
Single
1
Bachelor's
null
26.059813
Rural
Premium
1
6
430
8
2024-02-28 15:21:39.260856
Good
Yes
Daily
Apartment
588
1,168,407
55
Female
43,713
Single
2
Bachelor's
Employed
12.275052
Urban
Basic
1
17
699
5
2023-09-04 15:21:39.283783
Average
No
Rarely
Condo
1,803
1,168,408
57
Female
22,928
Married
0
Master's
Unemployed
42.267433
Rural
Premium
0
19
786
8
2021-01-11 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,643
1,168,409
64
Female
6,006
Divorced
0
Bachelor's
Employed
23.797535
Rural
Comprehensive
1
18
536
9
2020-07-24 15:21:39.098696
Average
Yes
Monthly
House
1,242
1,168,410
57
Female
25,640
Married
3
High School
null
25.067943
Urban
Premium
1
9
765
4
2019-12-09 15:21:39.134960
Poor
No
Daily
House
2,274
1,168,411
55
Male
2,480
Divorced
3
Bachelor's
Unemployed
null
Suburban
Comprehensive
1
14
584
7
2021-07-18 15:21:39.084065
Poor
No
Monthly
Apartment
676
1,168,412
56
Male
39,801
Married
1
PhD
null
6.717785
Suburban
Premium
null
8
489
1
2020-05-07 15:21:39.191219
Good
No
Rarely
Apartment
713
1,168,413
34
Female
63,335
Divorced
4
Bachelor's
Employed
30.352898
Urban
Basic
2
8
554
8
2023-07-29 15:21:39.237118
Poor
Yes
Monthly
Apartment
2,155
1,168,414
21
Male
1,210
Married
0
Bachelor's
Employed
51.870713
Rural
Premium
0
3
740
4
2021-08-06 15:21:39.090124
Average
Yes
Daily
Condo
223
1,168,415
56
Female
9,737
Single
1
Master's
Unemployed
27.547274
Rural
Premium
null
9
723
1
2024-02-17 15:21:39.155231
Good
No
Monthly
Apartment
735
1,168,416
31
Male
16,999
Divorced
null
PhD
Employed
44.9486
Urban
Basic
null
10
490
3
2023-03-03 15:21:39.155231
Average
Yes
Monthly
Condo
352
1,168,417
39
Male
36,957
Married
2
Bachelor's
Self-Employed
16.994221
Suburban
Comprehensive
null
9
712
5
2022-11-25 15:21:39.283783
Good
No
Monthly
Apartment
1,375
1,168,418
22
Male
47,958
Single
3
PhD
null
30.680071
Suburban
Premium
0
17
401
7
2021-07-13 15:21:39.168099
Good
No
Weekly
House
690
1,168,419
31
Male
36,974
Single
2
Bachelor's
Unemployed
17.912366
Rural
Comprehensive
null
3
480
2
2023-04-19 15:21:39.166062
Average
No
Rarely
House
168
1,168,420
33
Male
6,765
Single
1
PhD
Employed
41.558131
Suburban
Premium
0
4
683
4
2021-06-08 15:21:39.100695
Poor
Yes
Daily
House
604
1,168,421
50
Male
10,699
Married
null
PhD
null
20.102613
Urban
Premium
4
17
651
4
2021-09-02 15:21:39.120168
Average
No
Daily
Apartment
2,429
1,168,422
30
Male
null
Married
2
PhD
Self-Employed
30.723932
Rural
Comprehensive
0
16
313
3
2020-07-17 15:21:39.078837
Average
No
Rarely
Condo
187
1,168,423
33
Female
11,651
null
2
Master's
Employed
8.061927
Suburban
Basic
3
17
720
1
2021-10-23 15:21:39.237118
Poor
No
Weekly
Apartment
2,022
1,168,424
19
Female
3,933
Divorced
3
Master's
Employed
16.990401
Rural
Comprehensive
1
2
476
1
2022-05-13 15:21:39.134960
Average
Yes
Weekly
House
551
1,168,425
31
Male
36,015
Divorced
4
High School
Self-Employed
28.785719
Urban
Premium
0
18
497
7
2021-06-17 15:21:39.230483
Good
No
Daily
Apartment
2,726
1,168,426
63
Female
20,659
Married
0
PhD
Employed
28.7746
Urban
Basic
0
8
null
1
2022-02-09 15:21:39.175719
Good
Yes
Daily
Apartment
1,097
1,168,427
24
Female
15,981
Married
1
PhD
Self-Employed
44.934288
Suburban
Basic
null
7
828
5
2022-10-28 15:21:39.134960
Good
No
Daily
Condo
1,253
1,168,428
58
Male
134,845
Divorced
2
Bachelor's
null
31.958188
Suburban
Basic
1
4
411
5
2022-05-10 15:21:39.143708
Average
Yes
Weekly
House
777
1,168,429
27
Female
33,016
Single
2
High School
Employed
21.566409
Urban
Comprehensive
1
16
394
5
2021-10-17 15:21:39.221386
Average
No
Weekly
House
798
1,168,430
34
Female
17,900
Married
2
High School
Self-Employed
22.410076
Urban
Premium
null
8
393
4
2023-11-01 15:21:39.231531
Poor
Yes
Daily
Apartment
1,340
1,168,431
20
Female
43,780
Divorced
0
Bachelor's
null
null
Rural
Comprehensive
0
15
831
8
2024-02-08 15:21:39.132191
Average
No
Monthly
Apartment
471
1,168,432
34
Male
3,426
Single
1
High School
null
22.735673
Urban
Basic
0
11
469
1
2023-10-13 15:21:39.172097
Poor
No
Weekly
Apartment
1,796
1,168,433
49
Male
null
Married
1
PhD
Employed
17.848328
Suburban
Basic
2
9
834
1
2023-01-15 15:21:39.134960
Good
Yes
Monthly
Condo
37
1,168,434
47
Female
16,996
Married
1
Master's
Employed
36.281461
Urban
Premium
0
13
678
3
2021-06-05 15:21:39.111551
Average
No
Rarely
Apartment
714
1,168,435
31
Female
42,591
Married
1
Bachelor's
Employed
6.977767
Rural
Comprehensive
null
10
573
4
2023-01-29 15:21:39.134960
Poor
No
Rarely
House
139
1,168,436
36
Male
16,058
Divorced
2
Bachelor's
Unemployed
12.569172
Rural
Comprehensive
null
5
669
8
2020-02-24 15:21:39.186212
Good
Yes
Daily
Apartment
1,141
1,168,437
48
Female
71,899
Divorced
0
PhD
null
23.734187
Urban
Premium
0
18
602
1
2019-08-22 15:21:39.226954
Average
No
Daily
Apartment
28
1,168,438
60
Male
25,148
Divorced
1
High School
Employed
31.078274
Urban
Basic
null
2
538
7
2023-11-26 15:21:39.176717
Good
No
Weekly
Apartment
709
1,168,439
57
Female
77,593
Divorced
4
PhD
Employed
3.869754
Rural
Premium
0
10
497
3
2023-03-27 15:21:39.202448
Average
No
Monthly
Condo
2,064
1,168,440
32
Female
130,165
Divorced
2
Bachelor's
Self-Employed
null
Urban
Basic
null
6
762
9
2024-08-07 15:21:39.182597
Average
Yes
Weekly
Condo
2,294
1,168,441
60
Female
25,265
Divorced
0
Master's
Employed
21.595851
Rural
Premium
1
16
642
3
2020-07-21 15:21:39.155231
Average
Yes
Rarely
House
823
1,168,442
57
Female
7,827
Married
1
Bachelor's
Unemployed
22.837427
Rural
Basic
1
7
477
7
2020-11-17 15:21:39.177724
Good
No
Weekly
Apartment
614
1,168,443
57
Male
10,033
Married
3
PhD
Unemployed
31.331939
Rural
Basic
0
5
847
1
2020-08-05 15:21:39.169102
Average
No
Monthly
Apartment
1,033
1,168,444
30
Male
1,798
Single
1
PhD
Unemployed
46.091032
Suburban
Premium
null
11
662
1
2019-10-16 15:21:39.129190
Good
No
Monthly
Condo
1,337
1,168,445
35
Female
26,681
Single
0
Master's
null
48.93787
Urban
Basic
null
10
683
5
2022-10-03 15:21:39.126661
Good
No
Monthly
Apartment
1,836
1,168,446
63
Male
28,215
Divorced
1
PhD
Self-Employed
12.84569
Urban
Comprehensive
1
5
828
6
2024-06-30 15:21:39.134960
Average
Yes
Daily
Apartment
441
1,168,447
45
Female
13,983
Divorced
4
Bachelor's
null
24.099407
Rural
Basic
null
10
649
3
2021-12-12 15:21:39.134960
Poor
No
Daily
Apartment
1,036
1,168,448
21
Male
28,572
Married
2
Bachelor's
Employed
42.764355
Suburban
Premium
3
14
728
2
2022-07-09 15:21:39.155231
Average
Yes
Daily
Apartment
1,241
1,168,449
56
Male
6,825
Married
0
PhD
Unemployed
15.189781
Rural
Premium
2
10
676
5
2021-08-26 15:21:39.188220
Poor
Yes
Daily
Apartment
1,338
1,168,450
56
Male
20,991
Divorced
1
High School
Employed
8.776789
Rural
Premium
null
1
801
5
2020-02-22 15:21:39.283783
Poor
No
Weekly
Condo
979
1,168,451
45
Male
49,718
Single
null
Bachelor's
null
7.14296
Rural
Premium
null
19
338
3
2020-01-23 15:21:39.105504
Poor
Yes
Weekly
House
715
1,168,452
42
Male
17,983
Divorced
4
High School
null
35.564255
Rural
Basic
1
12
668
1
2022-01-09 15:21:39.131192
Average
No
Monthly
Apartment
23
1,168,453
26
Female
120,841
Divorced
0
Bachelor's
Self-Employed
40.2733
Suburban
Premium
null
16
754
4
2023-07-04 15:21:39.192212
Poor
Yes
Daily
Apartment
382
1,168,454
36
Male
2,565
Single
3
Bachelor's
null
19.062133
Suburban
Basic
null
4
391
2
2024-07-12 15:21:39.090124
Good
No
Weekly
House
1,180
1,168,455
50
Female
43,493
Single
2
PhD
Unemployed
null
Urban
Basic
null
3
null
7
2024-03-30 15:21:39.095696
Average
No
Daily
House
1,317
1,168,456
58
Female
6,232
Married
2
Master's
Unemployed
34.049729
Rural
Basic
1
10
740
1
2022-12-01 15:21:39.134960
Poor
No
Daily
Apartment
481
1,168,457
59
Male
26,681
Divorced
3
PhD
Self-Employed
14.737145
Suburban
Basic
2
1
668
9
2022-07-18 15:21:39.126661
Good
Yes
Rarely
House
1,552
1,168,458
38
Male
1,612
Divorced
4
Master's
Employed
27.01099
Urban
Basic
0
7
541
1
2021-09-07 15:21:39.090124
Poor
No
Rarely
House
2,768
1,168,459
41
Male
6,445
Single
null
High School
Unemployed
50.824257
Rural
Comprehensive
1
18
846
8
2024-05-29 15:21:39.090124
Good
No
Rarely
Apartment
1,608
1,168,460
50
Female
null
Divorced
2
Master's
null
15.077907
Rural
Comprehensive
null
5
629
9
2020-03-07 15:21:39.247098
Good
No
Weekly
Apartment
187
1,168,461
50
Male
15,585
Divorced
3
PhD
Employed
3.86927
Urban
Basic
0
7
657
8
2021-01-05 15:21:39.204790
Average
Yes
Daily
Apartment
575
1,168,462
42
Male
1,530
Married
3
Bachelor's
null
48.08297
Rural
Comprehensive
1
9
452
9
2019-10-21 15:21:39.204201
Average
Yes
Monthly
Apartment
934
1,168,463
58
Male
3,461
Divorced
3
High School
Self-Employed
40.501357
Rural
Premium
1
11
460
3
2022-07-26 15:21:39.220389
Poor
Yes
Weekly
House
312
1,168,464
29
Female
382
Married
null
Bachelor's
Self-Employed
9.555852
Urban
Comprehensive
1
19
null
7
2024-03-05 15:21:39.144722
Good
No
Weekly
Apartment
1,442
1,168,465
29
Female
12,097
Single
0
PhD
Unemployed
null
Rural
Comprehensive
null
0
644
5
2020-11-21 15:21:39.183598
null
No
Monthly
Condo
917
1,168,466
26
Male
20,633
Married
2
Bachelor's
Employed
21.785564
Suburban
Basic
1
0
807
6
2021-03-05 15:21:39.169102
null
Yes
Daily
Condo
273
1,168,467
22
Male
2,778
Single
2
PhD
null
33.683894
Urban
Comprehensive
1
8
699
5
2022-09-28 15:21:39.155231
Good
No
Monthly
Condo
2,149
1,168,468
46
Female
3,483
Single
2
PhD
Self-Employed
30.854114
Rural
Basic
0
11
791
5
2021-02-09 15:21:39.281787
Good
Yes
Rarely
Apartment
2,852
1,168,469
61
Female
90,841
Divorced
4
High School
null
12.070623
Rural
Premium
0
11
314
7
2019-11-04 15:21:39.148733
null
No
Daily
Apartment
2,743
1,168,470
63
Male
14,078
Single
3
PhD
null
42.817691
Suburban
Comprehensive
null
8
591
8
2024-05-27 15:21:39.272456
Average
Yes
Weekly
Condo
1,604
1,168,471
20
Male
80,149
Divorced
3
PhD
null
null
Rural
Comprehensive
0
19
669
2
2019-12-18 15:21:39.081504
Average
Yes
Rarely
Condo
3,398
1,168,472
61
Male
null
Divorced
4
High School
null
19.939474
Suburban
Basic
2
10
334
2
2024-07-25 15:21:39.134960
Average
Yes
Daily
Apartment
716
1,168,473
48
Female
4,440
Single
4
PhD
Self-Employed
22.163314
Rural
Comprehensive
null
8
805
2
2022-08-17 15:21:39.180553
Good
No
Rarely
Condo
3,538
1,168,474
46
Male
17,690
Married
0
High School
Unemployed
8.860113
Suburban
Comprehensive
1
8
468
2
2020-08-14 15:21:39.085129
Poor
Yes
Rarely
Condo
155
1,168,475
43
Female
6,923
Divorced
4
PhD
null
24.839072
Rural
Basic
null
4
592
8
2024-06-18 15:21:39.146733
null
Yes
Weekly
Apartment
1,257
1,168,476
18
Male
15,144
Married
3
Bachelor's
Unemployed
21.908754
Urban
Premium
null
11
483
5
2020-01-18 15:21:39.175719
Average
Yes
Daily
Condo
887
1,168,477
55
Female
22,732
Single
4
Bachelor's
Unemployed
43.098179
Suburban
Basic
null
10
433
8
2023-08-14 15:21:39.134960
Good
No
Daily
Condo
1,669
1,168,478
48
Female
2,881
Single
null
High School
Employed
23.551623
Suburban
Premium
null
5
695
3
2023-02-12 15:21:39.134960
Average
Yes
Weekly
House
104
1,168,479
57
Female
86,617
Divorced
0
PhD
Unemployed
34.251875
Rural
Basic
0
0
357
3
2020-11-06 15:21:39.280784
Good
Yes
Daily
Apartment
1,596
1,168,480
38
Male
46,126
Married
0
Bachelor's
Self-Employed
null
Rural
Basic
1
14
647
9
2022-11-12 15:21:39.134960
Good
Yes
Rarely
Apartment
119
1,168,481
53
Female
119,494
Married
3
PhD
null
20.822809
Urban
Basic
null
16
436
6
2020-02-22 15:21:39.231531
Good
No
Rarely
Condo
1,908
1,168,482
56
Male
16,891
Divorced
2
PhD
Employed
21.145412
Urban
Comprehensive
1
10
799
7
2022-07-03 15:21:39.237118
Average
No
Monthly
House
925
1,168,483
38
Female
43,820
Married
1
PhD
Unemployed
23.990575
Urban
Premium
0
16
832
2
2020-07-10 15:21:39.237118
Good
Yes
Weekly
Condo
829
1,168,484
44
Male
14,881
Single
4
Bachelor's
Unemployed
23.811505
Urban
Premium
2
3
746
6
2023-08-18 15:21:39.134960
Poor
No
Rarely
Apartment
1,228
1,168,485
35
Male
36,205
Single
2
Bachelor's
Unemployed
19.014556
Urban
Premium
null
7
null
6
2021-01-22 15:21:39.134960
Poor
No
Weekly
House
851
1,168,486
56
Male
1,025
Married
3
PhD
Self-Employed
20.738348
Rural
Basic
2
19
809
9
2022-10-01 15:21:39.188220
Average
No
Rarely
Apartment
782
1,168,487
29
Male
727
Single
2
High School
Self-Employed
33.665019
Urban
Comprehensive
null
16
388
8
2019-10-31 15:21:39.149731
Average
No
Rarely
Condo
1,046
1,168,488
33
Male
33,587
Single
1
Bachelor's
null
13.824494
Suburban
Comprehensive
0
2
625
2
2022-12-30 15:21:39.220389
Poor
Yes
Rarely
Condo
1,372
1,168,489
48
Male
84,066
Married
4
Master's
Unemployed
44.623524
Rural
Basic
1
7
344
1
2024-06-13 15:21:39.228521
Poor
Yes
Rarely
House
740
1,168,490
51
Male
70,863
Married
2
High School
Self-Employed
6.837477
Rural
Basic
1
8
391
9
2019-12-23 15:21:39.131192
Poor
Yes
Monthly
Apartment
788
1,168,491
36
Male
1,318
Divorced
0
Master's
null
34.498551
Urban
Basic
3
17
581
1
2020-06-19 15:21:39.188220
Good
No
Weekly
Apartment
36
1,168,492
28
Male
18,751
Single
0
Master's
Self-Employed
25.095902
Urban
Basic
0
0
null
9
2021-01-10 15:21:39.092127
null
No
Daily
Condo
954
1,168,493
34
Female
25,791
Single
3
Bachelor's
Self-Employed
22.256345
Urban
Premium
0
4
829
8
2023-03-15 15:21:39.166062
Average
Yes
Daily
Apartment
1,038
1,168,494
27
Male
27,385
Married
2
High School
Self-Employed
24.726131
Suburban
Basic
1
17
null
5
2020-02-11 15:21:39.205850
Poor
No
Daily
Apartment
819
1,168,495
34
Male
21,435
Married
2
Master's
Employed
12.67798
Suburban
Basic
1
12
462
9
2021-11-29 15:21:39.269494
Average
Yes
Monthly
House
648
1,168,496
28
Female
8,966
Divorced
0
Bachelor's
null
39.337579
Rural
Comprehensive
null
17
848
5
2023-12-17 15:21:39.177724
Average
Yes
Weekly
House
1,152
1,168,497
21
Female
967
Married
0
Bachelor's
null
7.948973
Suburban
Basic
1
19
391
8
2021-09-21 15:21:39.190215
Good
No
Monthly
House
1,691
1,168,498
51
Male
39,061
Single
0
Bachelor's
Self-Employed
25.923558
Suburban
Premium
null
5
724
6
2024-03-02 15:21:39.247098
Good
No
Daily
Apartment
1,283
1,168,499
18
Male
27,961
Divorced
3
PhD
Self-Employed
49.576529
Rural
Comprehensive
3
8
606
4
2020-05-10 15:21:39.079128
Average
No
Rarely
House
725