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
14,400
36
Male
10,099
Married
3
Bachelor's
Unemployed
35.362099
Rural
Basic
1
4
758
5
2020-02-22 15:21:39.134960
Good
No
Monthly
Condo
775
14,401
21
Male
397
Single
4
Master's
Self-Employed
29.340067
Rural
Comprehensive
1
5
589
1
2024-04-17 15:21:39.080440
Good
No
Monthly
Apartment
645
14,402
null
Male
64,466
Divorced
2
Master's
null
14.234981
Suburban
Premium
0
0
418
7
2023-05-31 15:21:39.149731
null
No
Weekly
Apartment
565
14,403
33
Male
27,509
Divorced
3
High School
Self-Employed
31.961854
Suburban
Basic
1
1
662
5
2021-10-16 15:21:39.283783
Average
Yes
Monthly
House
36
14,404
28
Female
36,121
Married
2
Master's
null
6.913428
Urban
Comprehensive
0
0
713
3
2022-08-24 15:21:39.080440
Good
Yes
Rarely
Apartment
1,361
14,405
22
Male
3,568
Married
4
Master's
Employed
14.261776
Suburban
Comprehensive
0
3
474
8
2021-04-27 15:21:39.286113
Average
No
Daily
Condo
551
14,406
38
Male
30,442
Single
1
Bachelor's
null
32.287956
Rural
Basic
0
14
445
9
2019-09-05 15:21:39.163789
Average
No
Daily
Condo
483
14,407
62
Male
64,974
Married
3
High School
null
23.038216
Rural
Comprehensive
1
1
311
6
2020-05-23 15:21:39.228521
Good
Yes
Weekly
Apartment
1,414
14,408
46
Male
1,486
Divorced
2
Bachelor's
Unemployed
15.079366
Rural
Basic
1
10
479
4
2021-12-27 15:21:39.192212
Poor
Yes
Rarely
House
581
14,409
54
Female
16,886
Single
4
PhD
Employed
13.983823
Urban
Premium
null
10
423
8
2022-10-10 15:21:39.191219
Average
Yes
Rarely
Condo
1,419
14,410
44
Female
35,535
Single
0
High School
Self-Employed
24.0338
Rural
Comprehensive
null
13
697
7
2021-10-07 15:21:39.134960
Poor
No
Rarely
Apartment
435
14,411
43
Female
609
Married
0
PhD
Self-Employed
24.288844
Urban
Comprehensive
0
13
842
3
2021-05-15 15:21:39.091080
Average
No
Daily
House
1,864
14,412
47
Female
27,983
Married
0
High School
Self-Employed
20.397828
Suburban
Basic
1
10
null
7
2022-10-07 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,561
14,413
64
Male
62,300
null
0
Bachelor's
null
25.640502
Rural
Comprehensive
1
19
null
4
2021-03-29 15:21:39.168099
Average
Yes
Monthly
House
3,068
14,414
25
Female
24,543
Divorced
3
High School
Employed
27.934129
Rural
Premium
1
17
null
7
2021-01-21 15:21:39.182597
Average
Yes
Weekly
Condo
619
14,415
33
Female
87,900
Divorced
2
Master's
Self-Employed
8.777638
Urban
Comprehensive
0
8
381
6
2020-03-02 15:21:39.155231
Good
No
Daily
House
662
14,416
58
Female
11,977
Married
1
PhD
Employed
18.867542
Urban
Premium
0
13
548
5
2024-01-28 15:21:39.256696
Poor
No
Daily
Apartment
26
14,417
18
Female
18,509
Divorced
3
High School
Employed
23.81602
Suburban
Basic
0
19
709
2
2022-05-25 15:21:39.134960
Poor
No
Weekly
Condo
266
14,418
30
Male
45,928
Married
4
Master's
Self-Employed
20.75444
Rural
Basic
0
0
830
7
2019-09-15 15:21:39.180553
Poor
Yes
Weekly
House
992
14,419
50
Male
7,881
Single
1
Bachelor's
null
29.255514
Urban
Premium
1
12
492
1
2022-01-27 15:21:39.263607
Poor
No
Monthly
House
3,874
14,420
40
Female
40,323
Single
2
PhD
null
35.85927
Urban
Basic
null
12
818
7
2024-07-29 15:21:39.274993
Poor
No
Monthly
Condo
131
14,421
48
Male
59,425
Married
3
Bachelor's
Unemployed
31.171924
Urban
Basic
null
5
391
3
2022-02-25 15:21:39.222387
Poor
Yes
Weekly
Condo
1,135
14,422
46
Female
19,616
Married
0
Bachelor's
Employed
12.241792
Urban
Basic
null
7
571
2
2021-03-13 15:21:39.221386
null
Yes
Monthly
House
414
14,423
46
Female
7,839
Single
null
Bachelor's
Employed
3.129716
Suburban
Comprehensive
null
5
null
1
2024-03-17 15:21:39.278402
null
Yes
Daily
Apartment
3,419
14,424
29
Male
9,094
Married
3
Master's
Unemployed
27.071521
Rural
Comprehensive
1
12
null
9
2022-08-06 15:21:39.283783
Good
No
Weekly
House
1,211
14,425
24
Male
5,905
Divorced
0
Bachelor's
Employed
8.470138
Rural
Premium
0
17
742
7
2024-03-31 15:21:39.155231
Poor
Yes
Rarely
House
1,033
14,426
64
Female
63,461
Divorced
0
Master's
Unemployed
22.826261
Suburban
Comprehensive
4
7
748
5
2020-06-27 15:21:39.121169
Good
No
Daily
Apartment
35
14,427
null
Female
18,644
null
3
Bachelor's
null
37.793673
Urban
Basic
null
6
null
9
2021-07-23 15:21:39.237118
Good
No
Rarely
Condo
312
14,428
29
Female
29,098
Single
1
Master's
null
26.897363
Suburban
Premium
null
13
761
4
2022-10-08 15:21:39.194829
Average
No
Rarely
House
534
14,429
52
Female
null
Divorced
1
Bachelor's
null
11.705314
Urban
Comprehensive
3
11
493
6
2019-09-04 15:21:39.244069
Average
Yes
Rarely
Apartment
559
14,430
35
Male
12,984
Divorced
1
Bachelor's
Unemployed
3.917013
Rural
Comprehensive
1
13
704
6
2021-11-19 15:21:39.144722
Good
No
Monthly
Condo
518
14,431
53
Female
7,053
Single
3
PhD
Unemployed
10.947292
Suburban
Comprehensive
1
8
762
4
2020-09-26 15:21:39.166062
Poor
No
Rarely
Apartment
1,714
14,432
45
Female
16,078
Married
2
PhD
Employed
44.331049
Rural
Premium
1
13
769
4
2019-11-17 15:21:39.118178
Good
No
Daily
Apartment
1,034
14,433
19
Male
null
Married
3
High School
null
49.351864
Rural
Comprehensive
0
10
328
5
2021-06-09 15:21:39.233485
null
No
Monthly
Apartment
934
14,434
48
Male
20,231
Married
0
PhD
Employed
24.955158
Urban
Basic
2
13
420
5
2020-03-19 15:21:39.213373
Good
Yes
Rarely
Condo
1,932
14,435
55
Male
49,634
Divorced
3
High School
null
7.394016
Rural
Premium
null
19
582
4
2021-12-29 15:21:39.201446
Average
No
Rarely
Condo
397
14,436
18
Female
28,897
Divorced
null
PhD
Self-Employed
31.125053
Suburban
Basic
3
3
663
8
2024-01-24 15:21:39.100695
Good
No
Daily
House
461
14,437
19
Male
26,101
Single
2
Master's
Self-Employed
43.097747
Suburban
Comprehensive
0
5
620
2
2019-09-22 15:21:39.126661
Average
Yes
Rarely
Apartment
1,166
14,438
25
Female
823
Single
1
Master's
null
33.386468
Urban
Basic
1
12
646
9
2024-05-22 15:21:39.097737
null
No
Weekly
Apartment
1,518
14,439
44
Female
48,731
Divorced
null
Bachelor's
Employed
37.487711
Suburban
Basic
2
5
null
4
2023-04-09 15:21:39.122134
Good
No
Weekly
Condo
381
14,440
43
Female
1,326
Married
2
Master's
Employed
30.869598
Suburban
Premium
0
1
792
7
2023-10-31 15:21:39.279729
Good
Yes
Monthly
Apartment
2,147
14,441
42
Male
2,323
Married
0
Master's
null
13.543174
Rural
Premium
0
15
448
9
2020-12-19 15:21:39.087123
Poor
No
Daily
Condo
1,195
14,442
23
Female
18,772
Single
0
Master's
Self-Employed
43.582891
Suburban
Comprehensive
2
16
466
7
2020-02-12 15:21:39.274993
Good
Yes
Monthly
Condo
902
14,443
36
Female
1,368
Married
1
PhD
Unemployed
14.908651
Rural
Basic
0
13
null
6
2022-03-22 15:21:39.250151
null
No
Monthly
Condo
1,170
14,444
56
Male
26,296
Divorced
4
Bachelor's
Self-Employed
50.857666
Rural
Comprehensive
null
0
771
5
2021-10-31 15:21:39.154008
Average
No
Weekly
House
792
14,445
38
Male
6,769
Single
3
Bachelor's
Employed
21.049678
Rural
Comprehensive
1
15
847
2
2023-04-16 15:21:39.134960
Average
No
Daily
Apartment
774
14,446
33
Male
36,568
Married
1
Master's
Employed
15.912647
Suburban
Comprehensive
1
0
600
1
2020-01-16 15:21:39.246098
Poor
Yes
Monthly
Apartment
48
14,447
47
Female
29,045
Married
0
Master's
null
29.56698
Rural
Comprehensive
0
2
null
1
2019-10-13 15:21:39.087123
Good
No
Rarely
House
1,186
14,448
37
Female
44,624
Married
2
Master's
Self-Employed
8.863191
Suburban
Premium
1
8
null
8
2024-02-15 15:21:39.171102
null
No
Rarely
Apartment
205
14,449
62
Female
24,552
Single
4
High School
Unemployed
21.823792
Rural
Basic
2
9
807
9
2020-06-09 15:21:39.232526
Good
No
Rarely
Apartment
728
14,450
24
Female
17,098
Divorced
4
High School
Unemployed
39.460876
Suburban
Comprehensive
null
2
442
7
2023-07-20 15:21:39.134960
Good
No
Rarely
House
887
14,451
null
Female
1,543
Divorced
1
Master's
Employed
18.143779
Urban
Premium
2
8
615
9
2019-11-06 15:21:39.199447
Poor
No
Monthly
Condo
1,012
14,452
40
Female
6,892
Divorced
3
High School
Self-Employed
null
Rural
Premium
1
10
819
6
2023-04-01 15:21:39.171102
Average
Yes
Daily
Condo
1,163
14,453
22
Male
66,577
Married
2
PhD
null
null
Urban
Comprehensive
1
19
757
9
2020-11-12 15:21:39.120168
null
Yes
Weekly
Condo
1,765
14,454
61
Male
4,854
Married
0
High School
Employed
27.966248
Suburban
Premium
null
7
704
9
2021-04-16 15:21:39.143708
Good
No
Monthly
Apartment
20
14,455
55
Female
5,876
Married
4
High School
Self-Employed
36.402314
Suburban
Basic
1
0
813
8
2024-06-24 15:21:39.192212
Average
Yes
Rarely
House
543
14,456
29
Female
2,832
Single
2
Bachelor's
Self-Employed
23.85713
Rural
Basic
0
15
657
3
2024-04-26 15:21:39.173834
Good
No
Monthly
Condo
2,177
14,457
42
Female
122,482
Divorced
4
Master's
Self-Employed
33.929193
Rural
Basic
2
2
797
2
2021-12-22 15:21:39.155231
Good
Yes
Weekly
House
112
14,458
32
Male
29,072
Married
1
Master's
Self-Employed
29.453977
Suburban
Premium
null
16
639
9
2024-04-16 15:21:39.155231
Average
No
Monthly
Apartment
832
14,459
46
Male
38,287
Divorced
3
PhD
Self-Employed
9.782801
Rural
Basic
0
4
785
6
2022-01-01 15:21:39.202448
Poor
No
Weekly
Condo
1,423
14,460
47
Female
4,841
Divorced
1
High School
Self-Employed
34.271672
Rural
Comprehensive
1
15
509
2
2022-03-21 15:21:39.218388
Average
Yes
Monthly
Condo
753
14,461
19
Male
56,584
Married
0
PhD
Employed
22.050028
Urban
Basic
1
9
810
7
2019-11-05 15:21:39.245086
Good
No
Daily
Apartment
2,076
14,462
63
Female
7,082
Divorced
4
Bachelor's
Unemployed
23.068125
Rural
Comprehensive
null
14
565
7
2020-04-24 15:21:39.225916
Poor
Yes
Weekly
Condo
827
14,463
33
Male
50,626
Married
4
Bachelor's
Employed
24.099872
Rural
Basic
0
8
324
1
2023-07-03 15:21:39.237118
Good
Yes
Rarely
House
430
14,464
62
Female
17,561
Single
4
High School
null
10.17672
Rural
Comprehensive
null
15
498
6
2020-04-09 15:21:39.151732
Average
No
Rarely
Apartment
1,158
14,465
42
Female
28,703
Married
1
Master's
Employed
29.938492
Rural
Basic
null
15
706
8
2024-05-15 15:21:39.133866
Poor
No
Daily
Condo
1,616
14,466
37
Male
33,247
Single
1
PhD
Employed
45.672279
Urban
Premium
null
6
785
4
2024-02-11 15:21:39.167099
Good
No
Weekly
House
545
14,467
20
Male
4,930
Divorced
0
Bachelor's
Employed
47.629717
Suburban
Premium
2
18
547
1
2024-02-10 15:21:39.119168
Average
Yes
Rarely
House
586
14,468
49
Female
118,421
Married
0
Master's
null
24.379549
Rural
Comprehensive
1
10
467
5
2021-12-07 15:21:39.102694
Poor
No
Weekly
Condo
332
14,469
57
Male
145,246
Married
1
High School
null
45.687718
Rural
Comprehensive
1
19
408
1
2023-06-20 15:21:39.112553
Good
No
Daily
Condo
408
14,470
55
Female
145,576
Divorced
0
Bachelor's
null
6.172009
Urban
Comprehensive
1
10
324
4
2020-08-15 15:21:39.099739
Poor
No
Rarely
Condo
25
14,471
29
Male
2,337
Married
2
PhD
null
12.053544
Rural
Basic
2
1
517
4
2024-06-18 15:21:39.120168
Average
No
Daily
House
2,087
14,472
30
Male
24,486
Divorced
3
PhD
null
20.845952
Rural
Comprehensive
0
3
757
4
2023-07-07 15:21:39.134960
Good
No
Rarely
House
1,004
14,473
24
Male
25,134
Divorced
3
High School
Self-Employed
31.938241
Rural
Premium
2
8
303
2
2022-01-26 15:21:39.261856
Good
Yes
Monthly
House
3,134
14,474
50
Male
88,414
Married
1
Master's
Employed
29.275598
Suburban
Basic
1
13
368
5
2021-09-04 15:21:39.149731
Average
No
Monthly
Apartment
916
14,475
19
Male
27,490
Single
3
High School
null
23.808945
Rural
Basic
1
11
551
8
2023-01-14 15:21:39.290098
Poor
No
Weekly
House
789
14,476
37
Male
43,429
Divorced
2
PhD
Self-Employed
38.756413
Urban
Comprehensive
null
3
null
8
2020-06-27 15:21:39.261856
Average
No
Weekly
Condo
23
14,477
56
Female
53,867
Divorced
3
Bachelor's
Self-Employed
29.262001
Suburban
Premium
0
17
370
7
2023-02-02 15:21:39.090124
Good
Yes
Daily
House
305
14,478
52
Female
139,734
Divorced
1
Master's
null
21.964317
Urban
Premium
0
19
null
9
2021-12-29 15:21:39.093681
Average
Yes
Monthly
Apartment
405
14,479
44
Male
71,483
Married
0
High School
null
6.634959
Suburban
Basic
null
12
723
1
2020-10-10 15:21:39.248098
null
No
Weekly
Condo
2,096
14,480
40
Male
4,380
Divorced
2
Master's
Unemployed
10.927561
Suburban
Premium
3
13
728
5
2024-02-22 15:21:39.177724
Average
No
Weekly
Condo
1,305
14,481
31
Male
null
Single
4
Master's
Self-Employed
42.929227
Urban
Comprehensive
0
9
513
8
2021-09-20 15:21:39.155231
Good
No
Monthly
Apartment
113
14,482
44
Female
6,233
Single
0
High School
Employed
3.582849
Suburban
Comprehensive
null
3
847
3
2023-02-19 15:21:39.107553
Good
Yes
Daily
Apartment
3,748
14,483
26
Male
44,270
Divorced
1
High School
Employed
39.670902
Rural
Basic
3
7
516
7
2023-11-05 15:21:39.123711
Poor
Yes
Weekly
Condo
2,526
14,484
25
Female
11,389
Divorced
3
Bachelor's
Self-Employed
4.558053
Urban
Comprehensive
1
16
607
8
2022-12-25 15:21:39.207847
Average
Yes
Weekly
House
861
14,485
41
Male
18,072
Divorced
1
Bachelor's
null
42.266841
Urban
Basic
2
19
null
8
2023-03-10 15:21:39.096739
Poor
Yes
Monthly
House
491
14,486
46
Female
1,260
Married
1
PhD
Self-Employed
13.45245
Suburban
Comprehensive
1
19
706
7
2019-10-11 15:21:39.147735
Poor
No
Monthly
House
434
14,487
60
Female
63,943
Single
0
High School
Unemployed
31.64448
Rural
Basic
2
5
731
5
2019-09-04 15:21:39.219432
Poor
Yes
Weekly
Condo
2,225
14,488
36
Male
16,463
Divorced
0
PhD
Self-Employed
35.725812
Rural
Basic
0
12
844
1
2024-07-12 15:21:39.099739
Poor
Yes
Monthly
House
57
14,489
54
Male
61,782
Divorced
4
PhD
Self-Employed
19.823154
Urban
Premium
0
2
344
9
2020-08-06 15:21:39.237118
Good
Yes
Weekly
Condo
1,535
14,490
38
Male
43,826
Divorced
2
PhD
Employed
18.173637
Rural
Comprehensive
1
2
841
2
2020-03-17 15:21:39.134960
Poor
Yes
Daily
Apartment
881
14,491
21
Female
null
Single
2
Master's
null
21.44763
Urban
Comprehensive
null
11
756
9
2021-08-09 15:21:39.281787
null
Yes
Weekly
House
2,104
14,492
26
Female
4,821
Married
3
High School
null
38.988147
Rural
Comprehensive
0
1
676
8
2020-09-28 15:21:39.166062
Poor
No
Daily
Condo
3,204
14,493
42
Female
28,583
Divorced
4
Master's
Employed
7.819156
Rural
Comprehensive
0
6
632
5
2021-08-31 15:21:39.171102
Good
No
Weekly
House
1,251
14,494
48
Female
18,072
Single
3
PhD
null
9.092804
Urban
Premium
2
18
807
5
2023-03-01 15:21:39.220389
Poor
No
Rarely
House
761
14,495
22
Male
23,660
Divorced
null
Bachelor's
Self-Employed
21.611128
Rural
Basic
null
2
704
4
2024-05-12 15:21:39.126661
Poor
No
Monthly
Condo
433
14,496
47
Male
10,453
Divorced
4
High School
Self-Employed
22.331149
Suburban
Premium
0
9
null
5
2022-12-16 15:21:39.205850
Poor
Yes
Weekly
Apartment
943
14,497
50
Female
1,191
Divorced
2
PhD
Employed
10.376736
Urban
Basic
null
16
462
4
2020-07-10 15:21:39.290098
Average
No
Monthly
Condo
2,114
14,498
18
Female
807
Divorced
2
Bachelor's
Unemployed
31.813339
Suburban
Comprehensive
1
14
571
5
2021-05-29 15:21:39.228521
null
No
Rarely
House
2,040
14,499
28
Female
71,158
null
4
PhD
Self-Employed
11.826893
Rural
Basic
4
4
721
3
2022-01-29 15:21:39.194829
Good
Yes
Weekly
Apartment
609