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
1,191,400
46
Male
76,742
Divorced
3
PhD
Unemployed
21.484818
Rural
Basic
2
4
446
4
2022-12-03 15:21:39.123711
Good
No
Rarely
Apartment
431
1,191,401
26
Female
6,969
Divorced
2
Master's
null
12.806749
Rural
Comprehensive
null
12
639
1
2020-02-19 15:21:39.193945
Poor
Yes
Weekly
Apartment
1,032
1,191,402
35
Male
9,071
Married
3
Bachelor's
Self-Employed
31.716175
Rural
Premium
null
12
null
7
2020-11-09 15:21:39.237118
Poor
Yes
Rarely
House
940
1,191,403
60
Female
18,135
Married
1
PhD
Employed
41.771477
Rural
Comprehensive
1
18
520
9
2021-10-01 15:21:39.167099
Poor
Yes
Daily
House
1,852
1,191,404
56
Male
6,690
Single
4
Bachelor's
Employed
8.472265
Urban
Premium
null
1
686
4
2023-11-17 15:21:39.134960
Average
Yes
Weekly
House
722
1,191,405
42
Male
141,173
Single
4
Bachelor's
Employed
7.814121
Suburban
Basic
null
7
758
7
2022-01-25 15:21:39.172097
Average
No
Weekly
Condo
3,958
1,191,406
36
Male
19,460
Divorced
4
Master's
Self-Employed
21.007964
Suburban
Basic
4
9
566
3
2023-12-14 15:21:39.260856
Average
Yes
Daily
Apartment
459
1,191,407
55
Male
28,153
Single
4
PhD
Unemployed
null
Suburban
Comprehensive
1
13
639
5
2020-03-01 15:21:39.172097
Average
Yes
Monthly
Condo
1,442
1,191,408
54
Male
null
Divorced
1
Bachelor's
Unemployed
10.567351
Urban
Comprehensive
0
16
310
9
2023-02-11 15:21:39.155231
Good
No
Rarely
Condo
1,082
1,191,409
20
Male
5,876
Married
0
Master's
Self-Employed
24.814091
Urban
Basic
1
18
623
4
2024-02-01 15:21:39.134960
Poor
No
Rarely
House
828
1,191,410
45
Female
11,566
Divorced
3
Bachelor's
Self-Employed
34.945206
Rural
Premium
1
9
581
8
2022-06-13 15:21:39.248098
Good
Yes
Daily
Apartment
806
1,191,411
29
Male
14,079
Married
null
PhD
Self-Employed
27.779839
Suburban
Comprehensive
2
10
690
2
2023-07-31 15:21:39.245086
Good
No
Daily
Condo
778
1,191,412
54
Male
549
Divorced
2
Bachelor's
Employed
null
Rural
Premium
1
3
639
6
2022-11-20 15:21:39.155231
Average
Yes
Daily
Apartment
992
1,191,413
56
Male
40,559
Single
4
High School
Self-Employed
7.14554
Urban
Comprehensive
0
11
776
2
2022-04-03 15:21:39.129190
Good
No
Rarely
Apartment
1,765
1,191,414
38
Female
109,801
Divorced
0
PhD
Employed
39.297423
Suburban
Comprehensive
1
18
782
6
2023-05-27 15:21:39.223901
null
Yes
Weekly
House
2,161
1,191,415
32
Male
13,982
Single
1
PhD
Unemployed
15.908225
Urban
Premium
1
3
412
6
2021-06-15 15:21:39.237118
Good
No
Daily
Apartment
1,116
1,191,416
32
Male
60,788
Single
1
Bachelor's
Employed
52.452908
Rural
Basic
1
5
null
6
2019-11-09 15:21:39.189223
Average
No
Weekly
Condo
2,197
1,191,417
19
Male
30,811
Married
2
Master's
Self-Employed
14.868285
Rural
Basic
0
18
572
4
2022-11-17 15:21:39.249100
Good
Yes
Weekly
Apartment
1,203
1,191,418
60
Female
14,079
Married
1
Master's
Self-Employed
23.81602
Urban
Basic
0
2
null
6
2022-07-19 15:21:39.154008
Average
Yes
Monthly
Condo
585
1,191,419
29
Female
24,886
Married
0
Bachelor's
Employed
40.847631
Rural
Basic
null
1
437
3
2021-12-19 15:21:39.155231
Poor
No
Weekly
Apartment
710
1,191,420
30
Female
35,357
Divorced
4
Master's
null
33.595835
Rural
Basic
4
8
670
1
2022-09-01 15:21:39.261856
Poor
Yes
Rarely
Condo
653
1,191,421
38
Male
26,963
Married
0
PhD
Unemployed
10.093545
Urban
Basic
null
19
742
2
2019-09-23 15:21:39.176717
Average
No
Weekly
Apartment
711
1,191,422
50
Female
29,091
Divorced
0
Bachelor's
Unemployed
36.948987
Rural
Basic
null
17
null
8
2020-10-03 15:21:39.228521
Poor
Yes
Monthly
House
587
1,191,423
35
Female
51,504
Married
1
PhD
Unemployed
14.67873
Rural
Basic
2
15
425
2
2021-03-27 15:21:39.134960
Average
Yes
Rarely
Condo
1,531
1,191,424
26
Female
3,555
Married
3
Bachelor's
Employed
8.55543
Rural
Premium
1
8
835
9
2019-10-29 15:21:39.264504
Good
Yes
Monthly
Apartment
3,045
1,191,425
43
Female
811
Married
3
PhD
Unemployed
32.287735
Urban
Comprehensive
null
6
632
8
2019-09-06 15:21:39.134960
Good
Yes
Monthly
House
2,380
1,191,426
35
Male
null
Married
0
Master's
Self-Employed
40.668087
Suburban
Premium
1
1
575
4
2019-09-03 15:21:39.177724
null
Yes
Weekly
Condo
2,167
1,191,427
47
Female
26,526
Single
3
High School
Employed
34.814579
Suburban
Comprehensive
null
19
549
3
2020-04-03 15:21:39.237118
Average
No
Monthly
House
1,483
1,191,428
54
Male
113,559
Divorced
2
Bachelor's
Employed
9.515929
Urban
Basic
2
6
308
9
2022-09-22 15:21:39.253660
Poor
No
Daily
Apartment
643
1,191,429
22
Female
616
Married
2
High School
null
null
Rural
Basic
1
14
565
1
2020-08-02 15:21:39.190215
Average
No
Weekly
House
1,753
1,191,430
null
Female
17,069
Married
2
Bachelor's
null
34.273719
Urban
Premium
2
8
388
7
2024-05-10 15:21:39.155231
Average
Yes
Daily
House
1,094
1,191,431
64
Male
71,554
Single
0
High School
null
8.988988
Rural
Comprehensive
2
17
798
3
2021-06-02 15:21:39.134960
Average
No
Rarely
Condo
49
1,191,432
27
Male
26,206
Divorced
null
PhD
Unemployed
23.914757
Urban
Premium
2
17
791
7
2024-04-29 15:21:39.225916
Poor
Yes
Monthly
House
852
1,191,433
24
Female
62,301
Single
0
High School
null
31.782478
Rural
Basic
null
19
426
8
2023-01-15 15:21:39.288099
Good
Yes
Monthly
Apartment
1,229
1,191,434
50
Male
25,247
Divorced
3
Bachelor's
Unemployed
10.783669
Rural
Comprehensive
2
15
587
5
2021-07-09 15:21:39.282785
Average
Yes
Rarely
Condo
528
1,191,435
61
Female
52,655
Single
3
Bachelor's
Employed
26.685096
Rural
Basic
0
18
695
9
2020-02-28 15:21:39.181605
Good
No
Monthly
Apartment
289
1,191,436
52
Female
27,862
Married
1
High School
null
7.633395
Rural
Basic
0
10
412
2
2021-01-26 15:21:39.225916
Average
Yes
Daily
Condo
471
1,191,437
62
Female
9,873
Married
1
Master's
null
18.716155
Suburban
Premium
null
7
826
6
2023-04-08 15:21:39.204790
Average
Yes
Rarely
Condo
1,069
1,191,438
52
Male
51,130
Divorced
4
PhD
Unemployed
44.016928
Rural
Comprehensive
null
17
383
8
2021-02-08 15:21:39.237118
Good
No
Monthly
Condo
609
1,191,439
49
Female
5,095
Divorced
1
Master's
Unemployed
42.178026
Urban
Basic
1
1
605
4
2020-05-05 15:21:39.237118
Good
Yes
Rarely
House
784
1,191,440
45
Male
12,991
Single
4
Bachelor's
null
32.120665
Suburban
Comprehensive
0
8
null
4
2020-08-08 15:21:39.086123
Poor
No
Monthly
Condo
2,430
1,191,441
50
Female
81,639
Divorced
2
Master's
null
12.285926
Rural
Comprehensive
2
19
459
5
2022-08-12 15:21:39.089116
Average
Yes
Daily
Apartment
305
1,191,442
57
Female
23,590
Divorced
4
High School
null
33.134498
Suburban
Premium
0
19
590
9
2022-01-21 15:21:39.257696
Poor
Yes
Rarely
Apartment
1,664
1,191,443
29
Female
27,950
Married
3
High School
null
28.919346
Urban
Comprehensive
null
14
662
9
2024-03-24 15:21:39.245086
Good
Yes
Daily
House
2,518
1,191,444
null
Male
16,370
Married
3
PhD
null
13.979353
Urban
Premium
0
0
472
9
2023-12-20 15:21:39.134960
Average
No
Monthly
Condo
40
1,191,445
28
Male
74,099
Single
4
Master's
Employed
51.744102
Suburban
Premium
0
15
705
2
2021-12-20 15:21:39.185215
Poor
No
Weekly
Condo
657
1,191,446
29
Female
64,794
Divorced
2
High School
Self-Employed
32.764908
Urban
Premium
0
3
454
7
2022-07-01 15:21:39.223901
Poor
No
Daily
Condo
3,978
1,191,447
24
Female
2,796
Divorced
3
Master's
null
17.81918
Rural
Basic
1
18
361
2
2020-12-23 15:21:39.144722
Poor
No
Daily
Condo
755
1,191,448
38
Male
4,088
Married
1
Master's
null
16.149864
Suburban
Basic
1
12
848
5
2021-08-15 15:21:39.134960
null
No
Daily
House
1,325
1,191,449
20
Male
56,103
Single
null
Master's
null
49.23805
Urban
Basic
1
4
806
8
2020-10-17 15:21:39.089116
null
Yes
Monthly
Apartment
371
1,191,450
38
Male
66,919
Married
2
PhD
null
10.086344
Rural
Basic
4
9
469
5
2019-09-04 15:21:39.230483
Average
No
Daily
House
1,118
1,191,451
41
Female
3,973
Divorced
4
PhD
Self-Employed
26.172567
Urban
Premium
null
5
782
5
2020-12-23 15:21:39.263607
Good
No
Weekly
House
2,044
1,191,452
23
Female
16,083
Single
null
High School
Self-Employed
19.724608
Rural
Premium
1
18
null
9
2021-12-21 15:21:39.251142
Average
No
Monthly
House
1,618
1,191,453
29
Male
29,137
Married
null
High School
Unemployed
34.791129
Urban
Comprehensive
1
13
823
7
2023-11-11 15:21:39.191219
Good
No
Monthly
Condo
66
1,191,454
53
Male
51,858
Divorced
4
PhD
Self-Employed
49.508765
Rural
Premium
1
1
829
9
2019-08-28 15:21:39.206847
Average
No
Rarely
House
2,393
1,191,455
24
Male
92,360
Married
0
High School
Unemployed
19.559818
Suburban
Premium
null
0
312
8
2022-06-08 15:21:39.261856
Average
Yes
Daily
Condo
1,305
1,191,456
41
Female
6,931
Divorced
3
Bachelor's
Unemployed
25.571507
Rural
Premium
1
12
386
4
2024-02-28 15:21:39.252145
Poor
Yes
Monthly
Condo
2,077
1,191,457
44
Male
15,704
Single
3
Master's
null
12.290736
Rural
Premium
0
8
773
6
2020-04-16 15:21:39.134960
Average
No
Monthly
House
2,448
1,191,458
26
Male
4,598
Single
3
PhD
null
22.139941
Suburban
Premium
null
12
612
1
2022-06-20 15:21:39.285112
Good
Yes
Monthly
House
2,971
1,191,459
47
Male
3,364
Married
2
PhD
Self-Employed
7.737144
Suburban
Basic
null
16
839
8
2023-06-14 15:21:39.134960
Poor
Yes
Monthly
Apartment
23
1,191,460
31
Female
61,395
Married
0
High School
null
null
Urban
Basic
1
17
747
3
2021-01-17 15:21:39.204790
Average
No
Monthly
House
2,265
1,191,461
63
Male
61,805
Single
0
Bachelor's
null
25.231612
Suburban
Basic
2
9
706
1
2022-06-10 15:21:39.155231
Poor
Yes
Monthly
House
26
1,191,462
35
Male
2,986
Married
4
PhD
Unemployed
18.788188
Rural
Comprehensive
2
4
722
8
2024-03-24 15:21:39.126661
Average
Yes
Rarely
Condo
1,069
1,191,463
51
Female
745
Married
1
Bachelor's
Self-Employed
22.84949
Suburban
Premium
1
8
459
3
2020-12-19 15:21:39.176717
Good
No
Monthly
Condo
959
1,191,464
35
Female
61,898
Divorced
0
High School
null
44.336958
Suburban
Basic
0
3
357
1
2022-03-24 15:21:39.251142
Good
No
Weekly
Condo
2,161
1,191,465
42
Male
44,970
Single
4
PhD
Employed
44.95802
Rural
Basic
0
6
562
6
2023-05-16 15:21:39.211806
null
Yes
Weekly
Apartment
843
1,191,466
45
Male
18,795
Single
1
PhD
Employed
15.938265
Suburban
Premium
null
14
761
2
2021-05-29 15:21:39.155231
Average
No
Rarely
Condo
843
1,191,467
35
Female
5,907
Divorced
0
Master's
Self-Employed
18.865962
Rural
Comprehensive
null
14
692
3
2022-09-10 15:21:39.168099
Good
No
Rarely
House
964
1,191,468
24
Female
30,476
Married
null
Bachelor's
Employed
36.007724
Rural
Basic
null
17
469
5
2020-04-12 15:21:39.144722
Poor
Yes
Rarely
Condo
1,123
1,191,469
62
Male
2,786
Single
0
Master's
Employed
22.419851
Rural
Comprehensive
5
4
642
9
2023-12-25 15:21:39.228521
Good
Yes
Weekly
Condo
1,808
1,191,470
38
Male
44,068
Divorced
1
High School
Self-Employed
18.179948
Urban
Basic
1
0
586
4
2024-04-24 15:21:39.252145
Poor
No
Weekly
Condo
1,191
1,191,471
52
Female
3,520
Divorced
1
High School
Unemployed
12.811668
Urban
Comprehensive
1
14
775
6
2020-12-22 15:21:39.134960
Poor
Yes
Rarely
House
110
1,191,472
28
Female
29,095
Divorced
4
Master's
null
14.281624
Suburban
Premium
0
14
668
4
2021-03-06 15:21:39.155231
Good
No
Rarely
Condo
668
1,191,473
28
Female
18,094
Divorced
1
PhD
Self-Employed
32.161717
Urban
Basic
null
11
812
5
2019-11-14 15:21:39.174719
Poor
No
Monthly
Condo
3,326
1,191,474
64
Female
40,682
Divorced
4
High School
null
27.797831
Rural
Basic
null
9
null
5
2021-05-01 15:21:39.205850
Good
No
Daily
Condo
828
1,191,475
34
Male
44,591
Married
0
PhD
null
30.23515
Urban
Comprehensive
null
6
389
4
2024-01-27 15:21:39.132191
Poor
No
Daily
Condo
847
1,191,476
53
Male
104,936
Divorced
2
High School
Employed
35.597925
Urban
Premium
2
1
363
8
2022-05-21 15:21:39.098696
Average
No
Monthly
Condo
1,284
1,191,477
28
Male
3,925
Married
0
Bachelor's
Self-Employed
null
Rural
Premium
2
10
336
6
2022-06-10 15:21:39.086123
Good
Yes
Weekly
Condo
1,363
1,191,478
33
Female
4,749
Married
2
Master's
null
32.623434
Suburban
Basic
null
18
729
9
2020-05-26 15:21:39.143708
Average
No
Weekly
House
2,097
1,191,479
48
Female
null
Divorced
3
Bachelor's
null
39.937364
Urban
Premium
0
13
446
7
2022-03-23 15:21:39.223390
Good
No
Weekly
Apartment
2,401
1,191,480
24
Female
38,487
Divorced
2
Master's
Employed
null
Suburban
Basic
1
19
716
8
2022-01-01 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,069
1,191,481
50
Female
102,461
Married
1
Bachelor's
null
35.5394
Urban
Basic
2
0
374
2
2021-09-26 15:21:39.155231
Average
Yes
Monthly
Apartment
446
1,191,482
54
Female
548
Divorced
2
PhD
Unemployed
22.297628
Urban
Premium
null
0
690
6
2024-03-16 15:21:39.124659
Poor
No
Rarely
House
30
1,191,483
32
Female
40,100
Single
2
High School
Unemployed
26.246977
Suburban
Premium
1
12
583
8
2020-03-26 15:21:39.268507
Average
No
Daily
House
1,663
1,191,484
36
Male
20,429
Single
0
High School
Unemployed
7.18597
Rural
Premium
2
17
393
1
2022-03-28 15:21:39.079128
Average
Yes
Daily
Condo
524
1,191,485
54
Male
23,248
Divorced
4
PhD
null
25.824535
Urban
Basic
null
3
342
2
2021-07-19 15:21:39.220389
Good
Yes
Weekly
House
4,029
1,191,486
50
Female
39,603
Single
3
PhD
Employed
32.967171
Rural
Comprehensive
null
16
465
4
2020-10-15 15:21:39.134960
Poor
Yes
Daily
Apartment
736
1,191,487
29
Male
67,872
Married
2
PhD
Employed
31.013535
Rural
Premium
null
18
548
3
2024-03-16 15:21:39.237118
Average
No
Rarely
Apartment
73
1,191,488
50
Female
14,053
null
4
PhD
Self-Employed
43.819083
Suburban
Comprehensive
1
2
586
1
2024-04-21 15:21:39.155231
Good
Yes
Weekly
Apartment
1,204
1,191,489
39
Female
20,614
Single
2
PhD
Employed
31.039604
Suburban
Comprehensive
null
3
null
3
2022-10-16 15:21:39.221386
Average
No
Monthly
Condo
33
1,191,490
53
Male
25,211
Married
1
Bachelor's
null
39.243985
Rural
Comprehensive
2
15
387
9
2022-04-10 15:21:39.146733
Good
Yes
Monthly
Apartment
2,159
1,191,491
33
Male
61,580
Married
3
High School
null
6.52583
Urban
Premium
2
10
492
9
2020-07-19 15:21:39.219432
Average
Yes
Monthly
House
35
1,191,492
29
Female
49,834
Divorced
0
Master's
null
37.941137
Urban
Premium
3
4
745
2
2021-07-21 15:21:39.180553
Good
No
Rarely
House
2,771
1,191,493
36
Female
29,902
Married
3
PhD
Unemployed
46.148811
Urban
Basic
1
11
416
6
2023-08-05 15:21:39.155231
Good
Yes
Monthly
Condo
564
1,191,494
44
Female
2,786
Divorced
1
Bachelor's
Self-Employed
null
Suburban
Premium
1
6
722
7
2021-01-16 15:21:39.149731
Good
No
Monthly
Apartment
936
1,191,495
44
Male
2,541
Single
1
PhD
Employed
38.838592
Suburban
Premium
2
16
786
2
2023-05-24 15:21:39.283783
Poor
No
Monthly
House
614
1,191,496
34
Female
39,372
Single
null
PhD
Self-Employed
36.185981
Suburban
Comprehensive
null
14
391
2
2020-05-05 15:21:39.081504
Average
Yes
Daily
Apartment
1,101
1,191,497
51
Male
null
Single
3
Master's
Self-Employed
32.097431
Rural
Comprehensive
1
6
641
8
2020-01-07 15:21:39.154008
Average
No
Rarely
Condo
49
1,191,498
25
Male
34,405
Married
1
High School
Self-Employed
17.47445
Rural
Basic
2
8
659
8
2021-11-24 15:21:39.237118
Average
No
Weekly
Apartment
2,065
1,191,499
52
Male
56,864
Divorced
1
PhD
null
26.681836
Urban
Comprehensive
0
15
437
7
2020-04-16 15:21:39.230483
Poor
Yes
Rarely
Apartment
2,585