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
1,400
48
Male
30,372
Single
4
Master's
Employed
42.265714
Rural
Premium
1
5
393
9
2020-05-11 15:21:39.281787
Good
Yes
Daily
Condo
584
1,401
26
Male
72,648
Single
3
PhD
null
48.474567
Suburban
Comprehensive
0
17
482
9
2021-09-04 15:21:39.124659
Average
Yes
Weekly
Apartment
2,023
1,402
52
Female
13,881
Divorced
4
PhD
null
40.165091
Rural
Premium
null
4
558
7
2019-09-02 15:21:39.132191
Average
Yes
Daily
Apartment
1,452
1,403
46
Male
null
Married
2
PhD
Unemployed
null
Urban
Premium
null
19
713
3
2023-06-28 15:21:39.247098
Average
Yes
Monthly
Apartment
101
1,404
58
Male
20,248
Married
0
High School
null
29.92378
Urban
Premium
1
5
742
9
2023-01-19 15:21:39.122134
Average
Yes
Monthly
Condo
1,668
1,405
20
Male
28,869
Married
1
Master's
Self-Employed
29.397023
Urban
Basic
2
5
500
9
2020-09-30 15:21:39.186212
Good
Yes
Monthly
House
782
1,406
35
Female
30,779
Married
3
Master's
Self-Employed
32.617512
Rural
Premium
null
0
489
3
2020-07-10 15:21:39.247098
Poor
No
Monthly
Condo
1,262
1,407
48
Male
1,927
Divorced
4
High School
null
20.964887
Suburban
Basic
null
13
687
3
2019-11-07 15:21:39.134960
null
No
Weekly
House
1,927
1,408
50
Male
15,803
Divorced
1
Bachelor's
Self-Employed
39.948989
Rural
Premium
0
9
668
7
2022-11-13 15:21:39.155231
Poor
No
Monthly
Condo
882
1,409
39
Male
7,034
Single
0
Bachelor's
Unemployed
30.15382
Rural
Premium
0
7
554
3
2021-01-10 15:21:39.079128
Good
Yes
Weekly
Condo
492
1,410
28
Female
39,285
Married
1
Master's
Employed
19.498929
Rural
Premium
null
14
621
2
2022-02-17 15:21:39.194829
Average
Yes
Weekly
House
782
1,411
64
Male
3,821
Married
1
High School
null
54.127875
Rural
Basic
null
13
615
3
2020-06-27 15:21:39.155231
Good
Yes
Rarely
Apartment
904
1,412
20
Female
103,532
Single
null
Master's
null
17.138565
Urban
Basic
3
11
507
8
2020-11-26 15:21:39.080440
Average
No
Rarely
House
1,246
1,413
43
Female
35,139
Married
1
PhD
Employed
24.967876
Urban
Basic
0
3
524
2
2021-05-10 15:21:39.244069
Good
No
Monthly
House
815
1,414
36
Male
26,991
Divorced
null
Bachelor's
null
26.178676
Urban
Premium
null
8
447
2
2022-06-06 15:21:39.186212
Good
No
Rarely
House
1,804
1,415
34
Male
19,934
Married
0
Master's
Employed
14.928201
Suburban
Comprehensive
1
17
null
3
2020-07-01 15:21:39.198406
Poor
Yes
Rarely
Apartment
1,707
1,416
56
Male
23,991
Single
2
High School
Self-Employed
27.811328
Suburban
Basic
null
0
770
8
2019-11-24 15:21:39.251142
Average
Yes
Weekly
House
557
1,417
48
Female
82,729
Single
0
Master's
null
14.283803
Rural
Comprehensive
null
12
300
1
2020-10-02 15:21:39.117183
Good
No
Weekly
House
1,215
1,418
22
Female
12,176
Married
4
Master's
null
16.935189
Suburban
Premium
2
18
528
6
2022-03-12 15:21:39.166062
Average
No
Daily
Apartment
1,709
1,419
36
Female
8,033
Single
null
Bachelor's
null
11.586984
Urban
Premium
0
11
397
6
2021-09-10 15:21:39.237118
null
No
Rarely
House
439
1,420
52
Male
39,741
Single
0
Bachelor's
Employed
43.787716
Suburban
Comprehensive
1
17
568
4
2020-10-04 15:21:39.192212
Poor
No
Monthly
Condo
1,452
1,421
29
Female
39,589
Single
3
PhD
null
17.535546
Rural
Basic
null
1
846
1
2022-02-09 15:21:39.144722
Good
No
Monthly
House
1,256
1,422
19
Female
1,233
Divorced
2
PhD
Employed
4.051428
Suburban
Comprehensive
0
13
638
7
2022-11-25 15:21:39.256696
Average
Yes
Daily
Condo
2,872
1,423
31
Male
39,086
Married
1
PhD
null
45.081447
Rural
Premium
null
6
373
2
2022-11-01 15:21:39.182597
Average
Yes
Weekly
Condo
29
1,424
41
Male
43,440
Married
0
Bachelor's
null
6.644934
Urban
Premium
0
11
null
1
2021-11-01 15:21:39.269494
null
No
Daily
Apartment
522
1,425
52
Female
28,157
Married
0
Master's
null
17.571157
Suburban
Basic
2
17
648
2
2022-05-27 15:21:39.231531
Good
Yes
Daily
Condo
974
1,426
54
Female
5,520
Single
null
Master's
null
21.422718
Suburban
Premium
null
11
786
9
2020-05-01 15:21:39.122134
Good
Yes
Weekly
Apartment
1,720
1,427
43
Female
10,881
Divorced
1
High School
Unemployed
14.959504
Urban
Premium
0
6
774
4
2022-12-19 15:21:39.155231
Average
No
Monthly
Apartment
919
1,428
46
Male
19,328
Divorced
3
Bachelor's
null
40.592895
Urban
Premium
null
11
558
9
2022-03-05 15:21:39.176717
null
Yes
Monthly
Apartment
819
1,429
31
Male
12,098
Married
4
Bachelor's
Employed
14.564662
Urban
Premium
0
9
607
8
2024-05-07 15:21:39.129190
Poor
Yes
Weekly
Condo
452
1,430
64
Male
20,237
Married
4
Master's
null
41.634684
Suburban
Comprehensive
0
4
554
5
2022-02-27 15:21:39.196387
Average
No
Rarely
House
604
1,431
26
Female
34,405
Married
3
Bachelor's
null
33.361913
Suburban
Basic
0
7
677
1
2020-06-16 15:21:39.226954
Good
Yes
Rarely
Apartment
1,603
1,432
58
Male
1,044
Married
0
High School
null
28.381038
Urban
Basic
null
5
null
3
2024-01-24 15:21:39.237118
Good
Yes
Rarely
Apartment
434
1,433
18
Female
null
Divorced
3
Bachelor's
Employed
32.889311
Urban
Premium
null
4
372
9
2021-06-16 15:21:39.079128
Good
No
Daily
Condo
1,159
1,434
50
Female
9,406
Single
3
PhD
Employed
22.053466
Rural
Basic
0
0
null
6
2021-12-08 15:21:39.177724
null
Yes
Weekly
Apartment
833
1,435
40
Male
63,429
Divorced
null
Bachelor's
null
13.789536
Suburban
Premium
1
8
359
4
2023-05-30 15:21:39.092127
Average
No
Rarely
House
514
1,436
27
Male
2,840
Divorced
1
Master's
Self-Employed
17.98833
Suburban
Comprehensive
0
7
473
8
2023-09-01 15:21:39.085129
Poor
No
Weekly
Apartment
882
1,437
20
Male
12,984
Single
0
Bachelor's
Self-Employed
16.994419
Urban
Comprehensive
null
10
671
8
2023-12-08 15:21:39.084065
Good
Yes
Monthly
Apartment
1,133
1,438
51
Female
28,193
Married
4
PhD
null
20.782491
Suburban
Comprehensive
4
0
694
2
2020-06-16 15:21:39.237118
Good
No
Daily
Apartment
538
1,439
61
Male
43,831
Married
3
High School
null
31.868654
Suburban
Basic
0
17
691
6
2020-04-16 15:21:39.134960
Average
Yes
Rarely
House
1,176
1,440
42
Male
6,960
Married
4
Master's
Self-Employed
16.946344
Urban
Basic
null
10
751
6
2022-02-18 15:21:39.134960
Average
No
Rarely
Condo
739
1,441
19
Male
43,826
Married
3
PhD
null
13.835227
Urban
Premium
null
0
null
1
2021-12-03 15:21:39.155231
Good
Yes
Rarely
House
466
1,442
37
Male
4,788
Married
1
High School
null
39.519881
Rural
Basic
1
17
829
5
2019-10-18 15:21:39.155231
Poor
Yes
Rarely
Apartment
815
1,443
42
Female
6,727
Single
4
High School
Self-Employed
52.929597
Urban
Basic
0
6
845
4
2020-03-15 15:21:39.237118
Good
No
Monthly
Condo
912
1,444
58
Male
29,891
Married
0
Master's
Unemployed
22.320012
Suburban
Comprehensive
0
9
766
7
2021-04-18 15:21:39.155231
Good
Yes
Monthly
Apartment
531
1,445
28
Male
4,814
null
2
Master's
Unemployed
11.473987
Rural
Comprehensive
1
18
null
3
2024-03-10 15:21:39.185215
Poor
No
Monthly
House
1,147
1,446
32
Female
6,051
Single
2
Master's
Employed
47.174635
Urban
Comprehensive
null
16
662
1
2023-05-31 15:21:39.276901
Poor
Yes
Weekly
Apartment
2,195
1,447
42
Female
4,535
Divorced
4
Bachelor's
Employed
31.847305
Rural
Basic
0
9
511
1
2021-08-16 15:21:39.093681
Average
No
Weekly
House
3,138
1,448
33
Male
18,069
Single
4
Master's
null
12.125843
Urban
Comprehensive
0
11
564
7
2023-08-04 15:21:39.112553
Poor
No
Monthly
House
1,543
1,449
52
Male
10,066
Divorced
2
Master's
Employed
35.120167
Suburban
Premium
1
15
803
9
2024-08-03 15:21:39.134960
Average
Yes
Monthly
Apartment
981
1,450
47
Male
6,938
Single
0
Bachelor's
Self-Employed
31.43891
Rural
Comprehensive
null
10
589
4
2020-11-09 15:21:39.085129
Average
Yes
Monthly
House
671
1,451
36
Male
123,899
Divorced
0
Master's
Unemployed
25.726117
Rural
Premium
3
19
null
8
2021-07-22 15:21:39.237118
Good
Yes
Rarely
House
130
1,452
19
Male
56,324
Married
4
Bachelor's
Self-Employed
43.917354
Urban
Comprehensive
null
1
411
7
2019-08-25 15:21:39.095696
Poor
Yes
Weekly
House
1,242
1,453
19
Male
547
Single
1
Master's
null
29.90415
Rural
Premium
null
10
491
2
2023-06-16 15:21:39.134960
Average
Yes
Weekly
Condo
1,858
1,454
35
Male
32,003
Married
0
High School
Employed
16.52716
Suburban
Premium
1
3
744
1
2021-12-15 15:21:39.274993
Poor
Yes
Daily
House
3,577
1,455
55
Male
568
Single
3
High School
Self-Employed
22.812457
Rural
Basic
2
3
634
6
2019-12-20 15:21:39.283783
Good
Yes
Daily
Apartment
722
1,456
27
Female
42,435
Single
4
Master's
Unemployed
39.976204
Rural
Premium
1
3
554
2
2023-05-25 15:21:39.107553
Good
Yes
Weekly
Apartment
1,179
1,457
41
Female
137,149
Divorced
3
High School
null
31.782981
Suburban
Basic
0
10
784
7
2023-02-04 15:21:39.226954
Poor
No
Rarely
Apartment
130
1,458
42
Female
97,768
Single
2
Master's
Unemployed
null
Rural
Premium
1
6
477
8
2020-09-13 15:21:39.221386
Average
No
Weekly
House
1,553
1,459
34
Female
96,066
Divorced
4
High School
null
25.26809
Suburban
Basic
0
7
426
4
2020-06-21 15:21:39.211806
null
No
Rarely
Apartment
640
1,460
47
Female
93,061
Divorced
0
High School
null
18.912084
Urban
Basic
null
12
814
3
2022-03-01 15:21:39.237118
Poor
Yes
Weekly
House
243
1,461
59
Female
9,559
Divorced
2
Bachelor's
null
18.231043
Suburban
Comprehensive
null
16
474
4
2019-12-16 15:21:39.086123
Good
No
Weekly
Condo
1,201
1,462
39
Female
43,471
Married
4
Bachelor's
Unemployed
16.490926
Suburban
Premium
2
8
736
3
2020-06-17 15:21:39.121169
Good
Yes
Daily
Condo
1,845
1,463
31
Female
18,794
Married
null
PhD
Self-Employed
40.69243
Suburban
Premium
null
10
409
4
2020-08-16 15:21:39.290098
Good
No
Weekly
Apartment
714
1,464
63
Female
79,817
Divorced
1
Master's
null
49.7207
Urban
Basic
1
13
403
8
2022-03-11 15:21:39.237118
Good
No
Daily
Apartment
910
1,465
25
Male
72,144
Married
3
Master's
Self-Employed
27.558841
Suburban
Basic
1
15
433
8
2023-12-17 15:21:39.282785
Good
No
Weekly
Apartment
507
1,466
40
Male
null
Divorced
null
High School
Employed
12.373547
Urban
Basic
0
17
396
8
2023-06-11 15:21:39.134960
Poor
No
Monthly
Condo
2,960
1,467
45
Female
16,892
Divorced
0
High School
Self-Employed
11.775065
Rural
Comprehensive
null
3
491
6
2019-10-08 15:21:39.217387
Good
No
Weekly
Condo
3,450
1,468
49
Male
4,085
Married
0
High School
Unemployed
17.917287
Urban
Premium
null
17
536
5
2023-12-10 15:21:39.134960
Poor
No
Monthly
Apartment
3,537
1,469
52
Male
5,224
Divorced
0
PhD
Self-Employed
20.664946
Urban
Premium
null
11
766
4
2021-06-15 15:21:39.251142
Good
No
Daily
Apartment
1,288
1,470
27
Female
26,203
Married
2
Bachelor's
Self-Employed
12.567853
Suburban
Basic
2
4
319
6
2024-07-02 15:21:39.087123
Good
Yes
Weekly
Apartment
463
1,471
30
Female
11,995
Single
4
PhD
null
13.37151
Urban
Comprehensive
1
0
585
8
2024-07-05 15:21:39.186212
Average
No
Monthly
House
1,431
1,472
26
Male
29,702
Single
null
High School
Employed
12.947217
Suburban
Premium
1
9
685
1
2022-04-03 15:21:39.155231
Average
No
Rarely
House
1,879
1,473
18
Male
39,063
Divorced
4
Master's
Self-Employed
15.739375
Suburban
Premium
0
1
495
9
2021-12-01 15:21:39.223901
Poor
No
Daily
Condo
668
1,474
61
Female
24,775
Married
3
Master's
null
47.715837
Suburban
Basic
0
4
603
2
2020-06-05 15:21:39.245086
Good
No
Monthly
Apartment
848
1,475
42
Male
52,693
Divorced
4
Bachelor's
Unemployed
3.815599
Suburban
Basic
1
15
532
9
2019-11-24 15:21:39.099739
Average
Yes
Rarely
Condo
110
1,476
24
Female
28,800
Divorced
4
PhD
Employed
11.096388
Suburban
Premium
2
12
582
8
2021-02-03 15:21:39.250151
null
Yes
Weekly
Apartment
473
1,477
60
Female
39,837
Divorced
0
High School
Self-Employed
27.483559
Suburban
Premium
null
7
713
3
2020-10-10 15:21:39.125660
Good
No
Rarely
Condo
1,399
1,478
58
Female
70,898
Divorced
3
High School
Employed
17.122478
Rural
Premium
null
15
309
8
2021-01-27 15:21:39.165120
Good
Yes
Daily
Apartment
583
1,479
30
Male
1,422
Single
0
Bachelor's
null
38.359812
Urban
Basic
null
19
786
2
2024-07-05 15:21:39.224915
null
No
Daily
Apartment
1,438
1,480
61
Female
12,642
Married
2
Master's
Self-Employed
13.728467
Urban
Premium
0
9
839
6
2021-05-15 15:21:39.130190
Poor
No
Weekly
Apartment
94
1,481
27
Female
6,468
Single
2
Master's
null
30.704945
Suburban
Basic
1
10
781
7
2020-03-20 15:21:39.081504
Poor
Yes
Monthly
Apartment
586
1,482
21
Female
39,741
Divorced
null
Bachelor's
Employed
null
Urban
Basic
null
2
771
2
2024-03-08 15:21:39.187211
Average
No
Monthly
House
872
1,483
18
Female
12,375
Divorced
4
PhD
Self-Employed
22.697902
Urban
Premium
3
3
439
2
2023-03-07 15:21:39.155231
Average
Yes
Rarely
House
532
1,484
39
Male
1,605
Married
2
Bachelor's
null
47.256061
Urban
Basic
3
14
554
1
2021-08-09 15:21:39.246098
Poor
Yes
Rarely
House
1,690
1,485
48
Female
54,548
Divorced
0
High School
Unemployed
50.843602
Suburban
Comprehensive
null
15
632
7
2019-10-21 15:21:39.226954
null
No
Rarely
Condo
2,659
1,486
35
Female
135,551
Single
null
Bachelor's
Self-Employed
null
Urban
Basic
null
4
706
4
2021-03-03 15:21:39.134960
null
Yes
Weekly
House
1,547
1,487
49
Male
3,908
Divorced
0
PhD
null
41.356488
Urban
Comprehensive
0
10
407
1
2023-10-20 15:21:39.134960
Good
Yes
Rarely
House
717
1,488
57
Female
13,991
Divorced
4
Bachelor's
Unemployed
13.442824
Rural
Premium
null
8
736
7
2021-06-19 15:21:39.192212
Good
Yes
Rarely
House
683
1,489
44
Male
3,646
Divorced
3
Master's
Self-Employed
31.951183
Rural
Premium
null
16
341
8
2024-02-12 15:21:39.186212
Good
Yes
Monthly
Condo
439
1,490
30
Female
17,554
Married
0
PhD
Unemployed
3.89268
Rural
Basic
null
17
726
6
2020-04-27 15:21:39.198406
Poor
Yes
Weekly
Apartment
795
1,491
59
Female
134,959
Single
1
Bachelor's
Unemployed
32.897915
Rural
Premium
1
0
559
1
2021-04-01 15:21:39.134960
Average
Yes
Monthly
Apartment
382
1,492
56
Male
3,679
Divorced
2
High School
Employed
46.242829
Rural
Basic
3
16
791
9
2021-08-30 15:21:39.155231
null
No
Daily
House
2,360
1,493
52
Male
79,185
Single
0
Bachelor's
Employed
27.815788
Rural
Premium
1
17
796
1
2023-05-13 15:21:39.202448
Good
No
Daily
Condo
123
1,494
62
Female
1,809
Married
1
Master's
Employed
6.039856
Rural
Basic
null
13
466
3
2023-07-16 15:21:39.181605
Poor
No
Rarely
Apartment
710
1,495
44
Male
30,450
Married
0
High School
null
43.745515
Urban
Basic
2
14
698
1
2020-05-10 15:21:39.194829
Average
No
Daily
Condo
177
1,496
33
Male
3,488
Married
0
PhD
Self-Employed
21.737203
Urban
Premium
2
16
773
8
2021-12-12 15:21:39.223901
Poor
Yes
Weekly
Condo
3,361
1,497
27
Female
29,853
Married
1
PhD
Unemployed
43.944816
Urban
Premium
0
14
358
3
2024-01-06 15:21:39.178918
Average
No
Monthly
Condo
929
1,498
58
Female
4,051
Single
2
High School
Self-Employed
15.956914
Rural
Basic
0
1
474
9
2020-08-10 15:21:39.170099
Poor
Yes
Monthly
Condo
1,561
1,499
63
Female
26,985
Divorced
0
High School
Self-Employed
6.939141
Rural
Comprehensive
1
18
837
9
2020-10-22 15:21:39.134960
Good
No
Daily
Apartment
1,637