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
1,164,400
31
Female
38,063
Married
4
Master's
null
12.644817
Suburban
Comprehensive
null
1
null
2
2024-01-17 15:21:39.155231
Good
No
Rarely
House
401
1,164,401
40
Female
30,881
Married
1
Bachelor's
null
45.442419
Urban
Basic
null
10
751
4
2022-09-16 15:21:39.155231
Good
No
Monthly
Condo
2,136
1,164,402
60
Male
16,531
Married
3
Bachelor's
Employed
24.694093
Urban
Basic
null
12
729
6
2020-08-08 15:21:39.218388
Poor
No
Rarely
Apartment
472
1,164,403
34
Male
29,377
Single
null
Bachelor's
null
12.933672
Urban
Comprehensive
0
18
null
4
2024-01-25 15:21:39.155231
Poor
Yes
Rarely
Condo
472
1,164,404
29
Male
69,770
Married
0
High School
Self-Employed
36.865119
Urban
Basic
1
1
381
6
2022-10-25 15:21:39.231531
Poor
Yes
Daily
House
1,198
1,164,405
54
Female
25,404
Single
null
PhD
null
21.757914
Urban
Premium
1
1
690
2
2022-03-26 15:21:39.173834
Poor
Yes
Daily
House
590
1,164,406
57
Male
53,462
Divorced
1
High School
Self-Employed
36.764165
Suburban
Basic
null
8
418
1
2023-10-03 15:21:39.290098
Poor
No
Rarely
Apartment
1,559
1,164,407
43
Female
24,962
Divorced
1
Master's
null
31.564415
Suburban
Premium
0
2
816
3
2024-07-05 15:21:39.095696
Poor
No
Daily
Apartment
511
1,164,408
36
Male
85,256
Single
4
Bachelor's
Employed
null
Urban
Comprehensive
2
11
576
7
2023-02-01 15:21:39.283783
Poor
Yes
Daily
Apartment
2,081
1,164,409
60
Female
null
Married
3
Bachelor's
Employed
51.136719
Rural
Premium
1
19
754
8
2021-07-09 15:21:39.134960
Poor
Yes
Monthly
Condo
813
1,164,410
41
Male
43,934
Divorced
0
PhD
Self-Employed
49.493879
Suburban
Basic
null
2
null
9
2021-12-07 15:21:39.261856
Good
No
Monthly
Condo
539
1,164,411
42
Female
17,789
Married
4
Bachelor's
Unemployed
24.764298
Rural
Premium
0
11
479
4
2024-05-06 15:21:39.155231
Good
No
Monthly
Apartment
35
1,164,412
56
Male
18,391
Married
2
Bachelor's
null
23.437971
Urban
Premium
null
13
478
7
2021-02-20 15:21:39.150730
Good
Yes
Daily
Condo
1,615
1,164,413
18
Female
21,067
Single
3
High School
Self-Employed
26.786866
Urban
Comprehensive
0
10
406
5
2021-06-07 15:21:39.271453
Average
Yes
Daily
House
514
1,164,414
26
Female
3,941
Divorced
0
PhD
Self-Employed
33.4304
Suburban
Basic
2
15
535
1
2022-09-20 15:21:39.155231
Average
Yes
Weekly
Condo
522
1,164,415
56
Female
30,228
Married
1
Master's
null
25.859239
Urban
Basic
null
8
543
2
2022-06-19 15:21:39.278402
Good
No
Daily
Condo
758
1,164,416
28
Male
39,721
Married
2
PhD
null
30.457831
Suburban
Premium
0
5
799
9
2022-09-19 15:21:39.092127
Poor
No
Rarely
Apartment
938
1,164,417
31
Male
87,051
Divorced
1
High School
Employed
34.990022
Rural
Basic
0
18
446
8
2020-12-31 15:21:39.191219
Average
No
Monthly
Condo
239
1,164,418
31
Male
91,980
Divorced
null
Bachelor's
Unemployed
46.672536
Urban
Basic
0
7
348
5
2019-12-31 15:21:39.080440
Average
Yes
Daily
House
437
1,164,419
48
Female
35,535
Single
1
Bachelor's
null
24.0338
Urban
Premium
0
14
438
5
2023-02-23 15:21:39.096739
Poor
No
Daily
House
479
1,164,420
48
Male
29,759
Single
4
High School
Self-Employed
35.717872
Suburban
Basic
null
18
null
2
2024-06-27 15:21:39.237118
Average
Yes
Daily
House
635
1,164,421
44
Male
43,735
Divorced
3
High School
Self-Employed
33.33108
Rural
Premium
null
15
424
7
2020-04-22 15:21:39.253660
Good
Yes
Weekly
House
542
1,164,422
19
Female
16,991
Single
null
High School
Unemployed
39.596676
Urban
Comprehensive
1
5
723
4
2021-09-21 15:21:39.172097
Average
Yes
Rarely
House
553
1,164,423
null
Male
100,480
Married
4
Bachelor's
Employed
10.038654
Rural
Comprehensive
0
9
415
4
2020-08-11 15:21:39.134960
Average
Yes
Rarely
Condo
1,700
1,164,424
19
Male
18,478
Single
1
Master's
Self-Employed
17.887565
Urban
Premium
0
10
549
9
2022-01-21 15:21:39.281787
Average
Yes
Weekly
Condo
576
1,164,425
57
Female
26,918
Married
null
PhD
Unemployed
50.534993
Rural
Premium
0
17
751
9
2022-01-24 15:21:39.252145
Poor
No
Rarely
House
155
1,164,426
23
Female
4,569
Single
3
PhD
Self-Employed
7.094291
Rural
Comprehensive
2
8
828
2
2020-12-19 15:21:39.264504
Poor
No
Daily
Condo
1,644
1,164,427
52
Male
12,984
Divorced
4
PhD
Unemployed
44.845141
Urban
Comprehensive
1
2
484
2
2024-06-12 15:21:39.144722
Poor
Yes
Weekly
House
878
1,164,428
54
Male
19,907
Married
4
Master's
Self-Employed
25.894163
Suburban
Premium
0
19
624
2
2024-01-08 15:21:39.134960
Good
Yes
Weekly
Condo
1,315
1,164,429
58
Male
39,769
Divorced
3
PhD
null
45.887839
Urban
Comprehensive
0
13
null
6
2020-03-25 15:21:39.230483
Average
Yes
Weekly
Apartment
554
1,164,430
40
Female
61,396
Married
0
Bachelor's
null
21.918392
Rural
Basic
null
0
751
2
2023-11-22 15:21:39.194829
Average
No
Daily
Apartment
319
1,164,431
37
Female
107,521
Married
3
PhD
null
33.84927
Urban
Comprehensive
1
15
304
7
2021-02-03 15:21:39.155231
Average
Yes
Rarely
Apartment
542
1,164,432
46
Male
null
Divorced
3
High School
Unemployed
43.26985
Suburban
Basic
null
16
559
1
2023-08-11 15:21:39.193945
Average
No
Rarely
Apartment
381
1,164,433
50
Female
43,921
Married
1
High School
Self-Employed
19.824283
Rural
Comprehensive
null
5
824
5
2023-01-12 15:21:39.216387
Poor
No
Monthly
Apartment
1,665
1,164,434
30
Female
14,081
Married
null
Bachelor's
Unemployed
null
Urban
Basic
0
19
637
2
2023-09-18 15:21:39.172097
Average
Yes
Monthly
Condo
985
1,164,435
52
Male
39,743
Single
0
Master's
Employed
34.693994
Suburban
Basic
1
6
609
5
2023-11-11 15:21:39.221386
Poor
Yes
Daily
Condo
1,838
1,164,436
36
Female
7,991
Married
2
PhD
null
9.894897
Rural
Comprehensive
null
2
null
1
2024-05-05 15:21:39.134960
Poor
No
Rarely
Condo
1,334
1,164,437
54
Female
13,983
Divorced
3
Master's
Self-Employed
10.958153
Suburban
Basic
null
18
667
9
2023-08-02 15:21:39.226954
Average
No
Daily
Condo
817
1,164,438
47
Female
36,342
Divorced
4
Master's
Self-Employed
16.087601
Urban
Comprehensive
null
5
396
5
2022-05-31 15:21:39.226954
Average
Yes
Monthly
Condo
562
1,164,439
48
Male
11,619
Married
null
Bachelor's
null
22.581307
Rural
Basic
null
2
740
7
2023-06-13 15:21:39.090124
Average
Yes
Monthly
Condo
2,096
1,164,440
40
Female
2,587
Married
0
Bachelor's
Employed
11.681668
Rural
Premium
null
4
483
1
2024-01-07 15:21:39.092127
Good
No
Weekly
Condo
977
1,164,441
33
Male
null
Single
0
Master's
null
18.0076
Rural
Premium
null
7
613
7
2023-01-12 15:21:39.134960
Poor
No
Daily
House
381
1,164,442
36
Female
45,808
Divorced
1
PhD
null
26.285376
Suburban
Basic
null
17
713
7
2023-06-23 15:21:39.177724
Average
Yes
Weekly
Apartment
1,011
1,164,443
26
Female
39,772
Married
4
Master's
null
46.466612
Rural
Comprehensive
2
5
null
2
2021-10-04 15:21:39.253660
Poor
No
Rarely
House
354
1,164,444
42
Female
94,542
Divorced
4
High School
Employed
37.056637
Suburban
Comprehensive
2
18
786
1
2022-04-24 15:21:39.246098
Average
Yes
Monthly
Condo
2,939
1,164,445
19
Male
4,715
Single
2
Master's
null
28.065803
Urban
Premium
null
6
697
6
2023-08-03 15:21:39.191219
Poor
Yes
Monthly
Condo
2,917
1,164,446
24
Male
10,157
Single
0
High School
Self-Employed
33.813139
Rural
Comprehensive
2
2
715
3
2022-02-19 15:21:39.206847
Poor
Yes
Monthly
Apartment
642
1,164,447
29
Female
96,670
Divorced
3
High School
null
29.067805
Suburban
Premium
3
16
444
4
2022-09-30 15:21:39.134960
Average
Yes
Rarely
Condo
1,764
1,164,448
19
Male
27,577
Married
3
PhD
Employed
30.977953
Urban
Comprehensive
null
14
null
9
2022-01-19 15:21:39.237118
Poor
Yes
Weekly
House
51
1,164,449
18
Female
1,327
Married
0
Master's
Employed
null
Urban
Comprehensive
0
11
575
5
2020-01-28 15:21:39.081504
Average
Yes
Monthly
Apartment
1,270
1,164,450
39
Female
11,249
Single
1
Bachelor's
null
null
Urban
Basic
null
13
695
5
2020-12-22 15:21:39.199447
Average
Yes
Monthly
Condo
827
1,164,451
21
Male
41,561
Single
0
Bachelor's
Self-Employed
13.099753
Suburban
Premium
null
15
345
7
2022-03-07 15:21:39.276388
Average
Yes
Monthly
Condo
470
1,164,452
36
Male
90,629
Married
4
Master's
Employed
21.908602
Suburban
Basic
2
16
333
1
2021-10-10 15:21:39.259788
Poor
No
Daily
House
555
1,164,453
24
Male
29,236
Married
2
Bachelor's
null
13.284475
Suburban
Premium
null
11
776
6
2024-04-27 15:21:39.213373
Average
Yes
Monthly
Apartment
20
1,164,454
50
Male
8,420
Divorced
2
Bachelor's
Self-Employed
46.917845
Urban
Premium
null
14
835
2
2022-04-08 15:21:39.102694
Average
No
Daily
Apartment
2,159
1,164,455
38
Male
16,649
Single
0
Bachelor's
Self-Employed
12.703424
Urban
Premium
1
5
517
7
2021-01-16 15:21:39.273973
Average
Yes
Weekly
House
1,037
1,164,456
47
Male
7,468
Divorced
3
PhD
null
40.038406
Suburban
Basic
0
15
762
8
2020-02-20 15:21:39.094752
Average
Yes
Rarely
Apartment
1,270
1,164,457
49
Female
2,799
Divorced
0
Bachelor's
Employed
50.394524
Rural
Premium
0
12
null
7
2022-02-13 15:21:39.176717
Average
No
Weekly
Apartment
921
1,164,458
48
Male
23,015
Divorced
4
High School
null
29.622956
Urban
Comprehensive
1
3
599
9
2024-05-24 15:21:39.246098
Good
No
Daily
Apartment
814
1,164,459
38
Male
15,409
Single
4
Master's
null
23.354027
Suburban
Basic
0
7
743
5
2022-10-10 15:21:39.180553
Good
Yes
Weekly
Apartment
1,881
1,164,460
39
Male
56,713
Married
2
High School
Employed
31.248958
Urban
Premium
0
16
470
7
2021-10-20 15:21:39.126661
Poor
Yes
Rarely
Condo
344
1,164,461
30
Female
6,791
Single
4
High School
Self-Employed
10.927891
Urban
Comprehensive
3
19
536
5
2020-07-06 15:21:39.172097
Average
Yes
Monthly
Condo
3,326
1,164,462
37
Male
41,802
Single
2
High School
Unemployed
11.817257
Rural
Premium
0
10
450
3
2020-04-28 15:21:39.155231
Good
Yes
Monthly
Condo
242
1,164,463
59
Male
6,830
Divorced
3
Master's
Employed
42.836844
Suburban
Basic
null
4
845
8
2021-09-05 15:21:39.134960
Average
Yes
Rarely
House
805
1,164,464
40
Female
29,389
Married
3
Master's
null
17.739689
Rural
Premium
0
17
678
4
2021-01-31 15:21:39.237118
Poor
Yes
Monthly
Condo
602
1,164,465
21
Male
712
Married
4
Bachelor's
Self-Employed
18.381231
Suburban
Comprehensive
2
16
584
1
2022-11-04 15:21:39.134960
Good
Yes
Weekly
House
709
1,164,466
46
Female
6,091
Single
4
PhD
Employed
15.959189
Suburban
Comprehensive
0
0
604
4
2023-10-22 15:21:39.117183
Average
Yes
Rarely
House
30
1,164,467
37
Female
29,467
Divorced
0
High School
Employed
null
Suburban
Basic
0
9
719
9
2019-11-06 15:21:39.235012
Poor
Yes
Rarely
House
493
1,164,468
41
Female
17,183
Single
2
PhD
Self-Employed
34.180743
Urban
Basic
2
1
null
8
2020-07-07 15:21:39.133866
Average
No
Weekly
Condo
1,252
1,164,469
43
Female
5,938
Married
4
Master's
Employed
14.796922
Urban
Premium
0
12
null
7
2024-01-11 15:21:39.211806
Average
No
Monthly
Condo
923
1,164,470
57
Male
8,843
Single
2
High School
Employed
29.845649
Urban
Comprehensive
1
6
809
9
2020-09-13 15:21:39.237118
Average
No
Weekly
Apartment
77
1,164,471
47
Female
22,908
Married
1
High School
Unemployed
35.004294
Urban
Basic
0
17
null
7
2021-08-27 15:21:39.091080
Average
No
Weekly
Apartment
1,691
1,164,472
21
Male
1,215
Divorced
1
High School
Unemployed
15.757747
Rural
Premium
1
18
488
6
2023-09-10 15:21:39.126661
Poor
No
Monthly
Apartment
807
1,164,473
51
Female
8,696
Divorced
0
Bachelor's
Unemployed
26.465717
Rural
Premium
null
10
782
1
2019-08-23 15:21:39.087123
Good
No
Weekly
Condo
3,111
1,164,474
24
Male
17,361
Single
1
Master's
null
37.86864
Rural
Basic
null
11
334
3
2020-06-02 15:21:39.272456
Good
Yes
Weekly
Condo
1,499
1,164,475
64
Female
5,818
Divorced
null
PhD
Employed
50.05229
Rural
Comprehensive
2
3
410
8
2022-02-22 15:21:39.213373
Good
No
Weekly
House
447
1,164,476
44
Female
12,981
Divorced
3
Bachelor's
Employed
14.287556
Urban
Basic
2
1
551
3
2023-10-18 15:21:39.092127
Average
No
Daily
Apartment
511
1,164,477
53
Female
14,991
Divorced
null
Bachelor's
null
30.928471
Urban
Premium
0
2
754
8
2020-02-13 15:21:39.110557
Average
No
Daily
House
496
1,164,478
18
Male
2,926
Divorced
1
Bachelor's
Unemployed
25.364028
Urban
Basic
0
2
799
5
2019-09-23 15:21:39.116179
Average
Yes
Monthly
House
551
1,164,479
52
Female
7,848
Single
0
Bachelor's
Employed
27.824453
Rural
Basic
2
18
733
1
2020-07-11 15:21:39.172097
Average
Yes
Monthly
Apartment
478
1,164,480
23
Female
1,756
Single
1
High School
Unemployed
10.068461
Urban
Basic
null
14
564
1
2023-04-21 15:21:39.165120
Average
No
Monthly
Condo
161
1,164,481
57
Male
2,379
Single
0
PhD
Employed
38.068006
Suburban
Comprehensive
2
0
652
8
2021-11-20 15:21:39.251142
Average
Yes
Daily
Condo
1,040
1,164,482
32
Female
1,010
Single
4
Bachelor's
Unemployed
14.744503
Rural
Basic
null
7
843
7
2020-09-19 15:21:39.170099
null
Yes
Rarely
Apartment
584
1,164,483
28
Female
29,505
Married
2
Master's
Employed
21.77893
Urban
Basic
0
18
591
3
2020-04-21 15:21:39.211806
Average
No
Weekly
Apartment
561
1,164,484
36
Male
18,313
Single
2
Master's
Unemployed
22.692686
Suburban
Basic
null
12
326
5
2019-11-26 15:21:39.253660
Average
Yes
Monthly
House
884
1,164,485
33
Female
25,373
Divorced
0
Bachelor's
Employed
42.817146
Suburban
Premium
1
15
625
9
2020-02-13 15:21:39.134960
Poor
Yes
Daily
Apartment
1,125
1,164,486
35
Male
508
Divorced
1
Master's
null
17.788851
Rural
Premium
null
9
443
3
2020-12-27 15:21:39.144722
Poor
No
Rarely
Condo
806
1,164,487
49
Male
16,642
Divorced
2
PhD
Self-Employed
27.696925
Suburban
Comprehensive
2
9
null
3
2024-02-17 15:21:39.155231
Good
No
Weekly
Condo
724
1,164,488
61
Female
18,794
Single
4
Master's
null
15.078386
Urban
Basic
null
17
699
5
2023-01-11 15:21:39.134960
Poor
Yes
Rarely
House
603
1,164,489
53
Male
13,934
Single
1
PhD
Unemployed
34.764152
Rural
Comprehensive
0
10
728
3
2022-03-25 15:21:39.263607
Average
Yes
Rarely
Condo
476
1,164,490
51
Male
25,424
Single
0
Master's
Self-Employed
42.726878
Urban
Comprehensive
1
5
730
5
2024-06-22 15:21:39.155231
Average
No
Monthly
House
669
1,164,491
47
Female
102,023
Married
null
Bachelor's
null
23.75251
Rural
Comprehensive
2
1
359
2
2023-04-03 15:21:39.118178
Good
No
Weekly
Condo
522
1,164,492
22
Male
26,553
Divorced
4
PhD
null
23.756802
Urban
Premium
null
6
533
2
2024-03-18 15:21:39.202448
Average
No
Daily
Apartment
1,459
1,164,493
38
Male
12,094
Divorced
1
Master's
null
15.907106
Suburban
Comprehensive
1
12
518
7
2021-12-09 15:21:39.155231
Good
No
Weekly
Apartment
612
1,164,494
42
Male
18,071
Single
0
Master's
null
31.774741
Rural
Premium
1
16
728
4
2022-10-19 15:21:39.155231
Average
Yes
Monthly
Condo
1,466
1,164,495
22
Female
63,385
Single
0
Bachelor's
null
39.887009
Rural
Basic
2
5
751
9
2020-12-17 15:21:39.199447
Poor
No
Monthly
House
2,345
1,164,496
21
Male
null
Married
4
Master's
null
18.272522
Rural
Premium
0
17
398
8
2021-06-22 15:21:39.125660
Average
No
Weekly
Apartment
531
1,164,497
24
Male
7,868
Married
0
Master's
Employed
11.676548
Urban
Comprehensive
null
2
null
1
2021-07-13 15:21:39.237118
Poor
No
Monthly
Apartment
3,022
1,164,498
24
Female
72,827
Married
1
High School
Unemployed
40.992718
Suburban
Basic
2
10
472
5
2023-03-26 15:21:39.122134
Good
Yes
Daily
Apartment
2,421
1,164,499
47
Male
24
Divorced
1
Master's
Employed
11.540502
Rural
Comprehensive
null
3
597
3
2024-07-12 15:21:39.228521
Good
Yes
Weekly
Apartment
1,698