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
3,400
31
Male
95,154
Single
3
Bachelor's
Self-Employed
44.660218
Suburban
Basic
1
11
406
2
2023-05-18 15:21:39.204790
Average
No
Weekly
House
285
3,401
55
Male
97,532
Single
2
Bachelor's
Employed
27.849271
Urban
Basic
2
0
678
1
2023-06-09 15:21:39.134960
null
Yes
Daily
Condo
1,523
3,402
39
Female
101,301
Married
4
High School
Employed
18.52343
Urban
Premium
null
12
751
6
2024-07-12 15:21:39.092127
Good
No
Monthly
Condo
101
3,403
57
Female
16,221
Married
1
Bachelor's
Unemployed
36.699036
Urban
Comprehensive
1
7
null
2
2023-07-24 15:21:39.115178
Average
Yes
Monthly
House
452
3,404
41
Female
749
Single
3
High School
null
null
Urban
Premium
1
4
827
8
2021-04-26 15:21:39.155231
Poor
Yes
Weekly
Condo
391
3,405
60
Male
18,041
Divorced
0
Master's
Employed
19.41842
Rural
Premium
null
7
663
6
2022-04-23 15:21:39.126661
Good
No
Weekly
Apartment
647
3,406
35
Male
25,199
Divorced
3
Master's
null
34.816881
Urban
Comprehensive
null
4
696
4
2022-12-14 15:21:39.228521
Average
Yes
Monthly
Apartment
766
3,407
35
Male
5,768
Single
3
PhD
Unemployed
44.738199
Rural
Premium
null
1
373
8
2023-02-09 15:21:39.182597
Average
No
Weekly
Condo
841
3,408
35
Male
24,032
Single
0
Bachelor's
Employed
27.968526
Rural
Premium
1
10
604
4
2024-08-05 15:21:39.122134
Good
Yes
Rarely
House
1,066
3,409
39
Female
41,231
null
0
Bachelor's
Employed
40.774237
Urban
Comprehensive
0
7
646
8
2020-04-13 15:21:39.134960
Average
No
Monthly
Condo
392
3,410
51
Female
1,424
null
2
PhD
Self-Employed
37.619308
Urban
Basic
null
12
null
2
2024-05-16 15:21:39.144722
Average
Yes
Daily
Condo
603
3,411
58
Female
null
Divorced
0
High School
null
26.889037
Urban
Comprehensive
1
15
456
1
2020-11-28 15:21:39.224915
Good
No
Rarely
Apartment
1,854
3,412
48
Female
53,264
Single
4
Bachelor's
Employed
7.402808
Rural
Premium
1
4
740
2
2022-11-28 15:21:39.080440
Good
Yes
Weekly
Condo
154
3,413
19
Male
37,013
Single
0
Master's
null
21.412865
Urban
Comprehensive
3
6
752
7
2020-12-24 15:21:39.247098
Good
Yes
Monthly
Apartment
793
3,414
45
Male
23,483
Single
3
Bachelor's
null
19.610525
Rural
Comprehensive
0
6
null
7
2020-09-03 15:21:39.086123
Poor
No
Daily
Condo
940
3,415
30
Male
74,764
Married
1
High School
null
14.71153
Urban
Comprehensive
0
13
578
1
2021-09-03 15:21:39.236064
Poor
No
Weekly
House
138
3,416
29
Male
39,589
Single
0
High School
Self-Employed
18.254869
Urban
Premium
0
19
508
7
2021-02-14 15:21:39.281787
Average
No
Monthly
Condo
763
3,417
31
Female
6,848
Divorced
0
High School
null
32.015371
Suburban
Comprehensive
0
15
670
1
2023-11-29 15:21:39.197445
Average
Yes
Daily
House
74
3,418
37
Female
710
Single
1
High School
Self-Employed
44.94602
Urban
Basic
2
4
371
4
2022-07-21 15:21:39.175719
Average
Yes
Weekly
House
1,426
3,419
61
Female
25,170
Divorced
null
High School
null
39.936889
Urban
Basic
null
18
409
4
2022-05-18 15:21:39.192212
Poor
No
Weekly
House
1,155
3,420
24
Male
18,114
Married
null
PhD
Unemployed
21.231139
Rural
Basic
1
0
null
3
2020-06-29 15:21:39.208842
Average
No
Daily
Condo
1,086
3,421
null
Male
24,459
Single
4
High School
null
8.869786
Suburban
Basic
5
16
448
5
2021-07-18 15:21:39.144722
Average
No
Daily
House
437
3,422
52
Female
28,881
Divorced
1
PhD
Unemployed
46.391301
Urban
Comprehensive
0
3
845
4
2024-02-29 15:21:39.167099
Poor
No
Monthly
Apartment
2,192
3,423
33
Male
51,132
Divorced
4
High School
null
25.814298
Suburban
Premium
1
17
418
1
2020-02-05 15:21:39.101733
null
Yes
Rarely
Condo
458
3,424
35
Female
15,289
Single
4
High School
Employed
35.659075
Urban
Premium
0
9
441
4
2019-08-23 15:21:39.237118
Average
Yes
Weekly
Condo
745
3,425
58
Male
16,891
Married
2
High School
null
30.093716
Urban
Basic
3
17
null
3
2021-11-10 15:21:39.237118
Average
Yes
Monthly
Apartment
561
3,426
32
Male
12,427
Divorced
0
Master's
Self-Employed
8.783355
Suburban
Comprehensive
2
18
776
9
2020-02-27 15:21:39.230483
Good
Yes
Weekly
House
2,104
3,427
27
Female
null
Single
0
Master's
Self-Employed
4.486413
Rural
Premium
null
10
null
4
2023-09-27 15:21:39.207847
Good
Yes
Weekly
Apartment
324
3,428
46
Male
4,066
Divorced
0
High School
Unemployed
31.601929
Rural
Comprehensive
2
7
562
1
2023-02-27 15:21:39.237118
Average
Yes
Rarely
Apartment
1,005
3,429
56
Female
29,082
Single
2
Master's
Unemployed
19.486414
Suburban
Comprehensive
2
14
589
5
2020-09-21 15:21:39.134960
Good
No
Weekly
House
888
3,430
45
Male
49,545
Single
2
Master's
Self-Employed
47.37171
Urban
Basic
1
9
732
7
2020-01-04 15:21:39.117183
Average
Yes
Rarely
Condo
367
3,431
28
Male
23,184
Divorced
0
High School
Unemployed
40.735196
Suburban
Premium
0
18
743
5
2024-05-03 15:21:39.261856
Average
No
Daily
Apartment
705
3,432
62
Female
43,835
Divorced
2
Bachelor's
Unemployed
21.318745
Urban
Basic
null
14
399
4
2024-07-17 15:21:39.132191
Poor
No
Rarely
Apartment
1,074
3,433
46
Male
44,932
Divorced
1
Bachelor's
Employed
22.91926
Urban
Basic
null
4
453
7
2020-10-08 15:21:39.150730
Good
Yes
Rarely
House
1,011
3,434
19
Male
18,382
Married
0
Master's
null
39.828243
Urban
Premium
1
6
845
8
2023-01-06 15:21:39.134960
Good
Yes
Monthly
Condo
3,227
3,435
35
Male
52,039
Single
2
PhD
Unemployed
30.735631
Suburban
Basic
2
19
370
8
2022-04-17 15:21:39.182597
Good
Yes
Daily
House
872
3,436
59
Female
24,249
Single
0
Master's
null
18.522833
Suburban
Basic
1
9
766
5
2021-06-28 15:21:39.094752
Poor
No
Monthly
Apartment
1,551
3,437
31
Female
11,598
Married
2
Bachelor's
Unemployed
48.039802
Rural
Basic
1
4
808
6
2023-10-21 15:21:39.260856
Average
Yes
Daily
Apartment
519
3,438
22
Male
61,229
Married
null
Bachelor's
Self-Employed
51.835668
Rural
Premium
0
14
734
9
2021-07-31 15:21:39.257696
Average
No
Rarely
Condo
882
3,439
32
Male
27,961
Single
4
Master's
Unemployed
29.814871
Suburban
Premium
1
14
null
2
2019-12-16 15:21:39.175719
Good
No
Weekly
House
1,189
3,440
29
Female
73,419
Single
1
Master's
null
9.07672
Suburban
Basic
2
19
434
1
2022-07-18 15:21:39.256696
Poor
Yes
Daily
Condo
464
3,441
51
Male
518
Single
4
High School
Unemployed
21.398571
Urban
Comprehensive
null
1
478
1
2021-03-12 15:21:39.271453
Poor
No
Weekly
House
695
3,442
43
Female
4,440
Single
3
Bachelor's
Unemployed
38.711659
Suburban
Basic
2
7
793
7
2023-11-03 15:21:39.286113
Poor
Yes
Monthly
Apartment
921
3,443
23
Male
52,727
Single
4
High School
Employed
14.983187
Rural
Premium
0
2
418
3
2021-10-12 15:21:39.134960
Poor
No
Weekly
Condo
1,657
3,444
58
Male
14,735
null
2
PhD
null
43.242201
Urban
Comprehensive
null
3
773
4
2019-10-19 15:21:39.212862
Poor
Yes
Daily
Condo
867
3,445
37
Male
13,350
Divorced
3
High School
Employed
23.16071
Suburban
Comprehensive
0
11
454
9
2020-08-05 15:21:39.196387
Good
Yes
Weekly
House
1,551
3,446
50
Male
27,950
Divorced
1
Master's
null
19.913708
Urban
Premium
null
11
482
4
2021-07-19 15:21:39.155231
Good
Yes
Weekly
Apartment
459
3,447
42
Male
3,425
Divorced
4
High School
Unemployed
4.483653
Rural
Comprehensive
2
4
482
2
2020-07-18 15:21:39.285112
Poor
Yes
Monthly
Condo
3,148
3,448
59
Male
6,051
Divorced
0
High School
Employed
24.396668
Urban
Basic
null
0
784
8
2021-09-20 15:21:39.283783
Poor
No
Rarely
Apartment
629
3,449
25
Male
17,086
Married
1
High School
null
19.034815
Suburban
Premium
null
16
515
7
2023-04-05 15:21:39.273973
Poor
No
Monthly
Apartment
703
3,450
null
Male
64,527
Married
4
High School
Self-Employed
20.888877
Rural
Basic
1
18
447
1
2021-06-24 15:21:39.122134
Good
Yes
Rarely
Condo
3,290
3,451
53
Male
25,366
Divorced
null
Master's
Employed
14.935489
Suburban
Premium
0
16
484
3
2023-01-20 15:21:39.145732
Good
Yes
Monthly
Condo
1,351
3,452
36
Female
34,686
Divorced
1
Master's
Self-Employed
10.70286
Rural
Basic
1
1
474
1
2020-08-28 15:21:39.217387
Good
No
Rarely
House
1,421
3,453
60
Female
3,312
Married
4
Bachelor's
Self-Employed
9.41733
Urban
Basic
0
17
409
1
2023-11-02 15:21:39.079128
Average
Yes
Daily
Condo
3,321
3,454
30
Male
51,688
Single
1
High School
null
22.837951
Suburban
Premium
null
8
501
8
2023-11-02 15:21:39.187211
Poor
Yes
Daily
Apartment
4,033
3,455
40
Female
16,892
Single
0
Bachelor's
Unemployed
11.474865
Urban
Comprehensive
null
3
807
4
2024-07-24 15:21:39.090124
Average
No
Daily
House
1,209
3,456
51
Male
22,459
Divorced
null
High School
null
8.928698
Suburban
Premium
0
16
778
4
2021-12-12 15:21:39.237118
Good
Yes
Weekly
Apartment
122
3,457
22
Female
27,113
Single
0
PhD
Self-Employed
10.016479
Suburban
Comprehensive
1
7
531
9
2020-06-01 15:21:39.274993
Poor
Yes
Monthly
Condo
549
3,458
50
Female
16,078
Single
1
Master's
null
29.158619
Suburban
Basic
null
11
462
4
2020-09-09 15:21:39.134960
Poor
Yes
Daily
Apartment
828
3,459
29
Male
10,198
Single
4
PhD
Unemployed
10.593555
Suburban
Basic
2
1
626
3
2020-08-14 15:21:39.192212
Good
No
Rarely
House
1,325
3,460
null
Female
29,669
Married
null
Bachelor's
Unemployed
9.123313
Suburban
Premium
null
14
673
7
2022-12-16 15:21:39.134960
Good
Yes
Weekly
Apartment
1,661
3,461
19
Female
10,039
Divorced
null
PhD
null
43.229039
Rural
Premium
3
12
604
7
2021-01-26 15:21:39.194829
Poor
Yes
Weekly
House
1,307
3,462
53
Male
48,564
Married
null
High School
Unemployed
30.726262
Rural
Premium
null
5
532
2
2020-11-10 15:21:39.267454
Poor
No
Weekly
Apartment
404
3,463
20
Female
20,389
Single
0
PhD
Self-Employed
14.527777
Urban
Premium
null
10
null
7
2023-10-20 15:21:39.251142
Poor
No
Monthly
Apartment
863
3,464
62
Female
18,114
Single
null
Bachelor's
Self-Employed
26.494711
Rural
Premium
0
14
831
2
2022-11-02 15:21:39.276901
Poor
Yes
Weekly
House
1,251
3,465
57
Female
27,862
Divorced
1
Bachelor's
Employed
20.984621
Suburban
Premium
1
1
815
6
2022-12-29 15:21:39.265513
Good
Yes
Monthly
Condo
880
3,466
48
Male
717
Single
3
Master's
Unemployed
null
Urban
Premium
null
12
null
2
2020-09-03 15:21:39.228521
Good
No
Weekly
House
695
3,467
62
Male
24,862
Single
3
High School
Unemployed
null
Rural
Comprehensive
0
6
723
8
2024-05-28 15:21:39.194829
Poor
Yes
Rarely
Apartment
1,551
3,468
36
Female
1,357
Divorced
2
PhD
Unemployed
23.636186
Rural
Comprehensive
2
19
714
4
2019-10-31 15:21:39.175719
Poor
No
Weekly
Apartment
2,190
3,469
26
Male
28,813
Married
1
High School
null
7.824971
Urban
Premium
2
15
618
8
2022-07-23 15:21:39.251142
Poor
No
Weekly
Condo
939
3,470
39
Female
7,160
Single
4
Bachelor's
Self-Employed
17.070788
Suburban
Basic
1
3
387
3
2024-03-06 15:21:39.261856
Average
Yes
Monthly
House
3,134
3,471
46
Male
53,656
Divorced
2
PhD
null
40.569466
Rural
Basic
1
13
410
9
2019-10-20 15:21:39.259788
Good
No
Monthly
Apartment
882
3,472
62
Female
35,484
Married
1
Master's
null
37.982428
Rural
Basic
null
7
666
5
2022-07-16 15:21:39.194829
Good
Yes
Weekly
Apartment
1,098
3,473
21
Male
65,611
Married
0
PhD
Self-Employed
null
Urban
Basic
null
18
847
5
2023-02-19 15:21:39.237118
Poor
No
Rarely
Apartment
431
3,474
37
Male
9,530
Single
2
Bachelor's
Self-Employed
39.990907
Urban
Comprehensive
null
9
524
3
2020-02-23 15:21:39.144722
Poor
Yes
Daily
Apartment
691
3,475
47
Female
5,072
Divorced
2
Bachelor's
null
17.351846
Rural
Basic
null
13
784
3
2019-10-17 15:21:39.155231
Good
Yes
Daily
Condo
736
3,476
55
Male
68,826
Single
0
PhD
Unemployed
6.687915
Suburban
Basic
2
4
762
9
2020-02-17 15:21:39.192212
null
No
Rarely
House
1,457
3,477
21
Male
29,077
Married
4
High School
Employed
32.472765
Suburban
Comprehensive
null
15
744
7
2020-12-26 15:21:39.119168
Good
No
Rarely
Apartment
819
3,478
33
Male
66,828
Single
3
High School
Self-Employed
38.653967
Suburban
Comprehensive
0
2
451
4
2021-04-07 15:21:39.155231
Average
No
Daily
Condo
658
3,479
44
Male
114,376
Single
4
PhD
Employed
21.141309
Rural
Premium
null
14
628
2
2023-06-08 15:21:39.110557
Good
No
Daily
Apartment
144
3,480
43
Male
21,432
Married
1
PhD
null
19.936911
Urban
Premium
0
1
553
8
2019-11-26 15:21:39.176717
Average
No
Rarely
Apartment
214
3,481
58
Female
11,791
Single
0
PhD
Employed
17.788664
Suburban
Basic
null
14
622
3
2023-10-29 15:21:39.172097
Good
Yes
Weekly
Condo
549
3,482
51
Female
45,215
Single
2
PhD
null
27.206502
Rural
Basic
null
9
518
2
2024-05-14 15:21:39.133866
Good
Yes
Weekly
House
2,166
3,483
19
Male
46,001
Divorced
3
PhD
Unemployed
23.859732
Rural
Premium
0
16
null
1
2023-03-15 15:21:39.186212
Good
No
Rarely
Apartment
639
3,484
32
Male
29,585
Divorced
3
Bachelor's
Unemployed
36.297847
Rural
Comprehensive
2
6
607
1
2021-10-21 15:21:39.094752
Good
No
Rarely
Condo
2,060
3,485
32
Female
48,636
Married
2
Master's
null
18.698975
Rural
Basic
3
17
828
3
2023-12-25 15:21:39.265513
Poor
No
Rarely
Apartment
2,217
3,486
26
Female
10,076
Married
1
PhD
Self-Employed
32.855733
Rural
Premium
0
7
643
1
2023-11-08 15:21:39.101733
Poor
No
Rarely
Apartment
1,059
3,487
37
Male
26,296
Married
1
PhD
Self-Employed
49.003862
Urban
Premium
null
0
null
1
2023-04-03 15:21:39.198406
Poor
No
Weekly
House
112
3,488
18
Male
45,434
Single
0
PhD
null
34.478571
Suburban
Basic
null
6
776
5
2019-10-01 15:21:39.134960
Good
No
Rarely
Condo
704
3,489
37
Male
39,082
Divorced
3
Bachelor's
Unemployed
10.835641
Rural
Premium
1
2
731
3
2023-11-18 15:21:39.237118
Poor
No
Weekly
House
710
3,490
20
Female
23,212
Divorced
4
PhD
Employed
32.825761
Rural
Comprehensive
1
6
469
4
2021-02-28 15:21:39.134960
Good
Yes
Rarely
Apartment
1,310
3,491
49
Male
4,615
Divorced
0
PhD
Self-Employed
41.384293
Rural
Comprehensive
0
17
513
3
2023-04-30 15:21:39.210805
Poor
Yes
Weekly
House
157
3,492
43
Female
34,353
Married
2
PhD
Employed
11.934384
Rural
Premium
null
9
656
6
2020-06-16 15:21:39.219432
Good
Yes
Rarely
House
1,091
3,493
28
Male
43,435
Divorced
4
PhD
null
16.633279
Suburban
Premium
null
5
703
8
2023-09-21 15:21:39.186212
Poor
No
Weekly
House
951
3,494
53
Female
29,226
Divorced
null
PhD
Self-Employed
19.829109
Rural
Comprehensive
null
1
671
7
2024-01-19 15:21:39.228521
Good
No
Monthly
Condo
1,205
3,495
38
Male
82,849
Divorced
4
Master's
Self-Employed
17.324567
Rural
Premium
0
2
547
7
2022-11-16 15:21:39.170099
Good
Yes
Rarely
House
420
3,496
24
Female
15,987
Divorced
1
High School
Unemployed
10.848702
Suburban
Basic
1
12
728
1
2023-04-03 15:21:39.134960
Good
No
Rarely
Condo
1,002
3,497
51
Female
4,879
Divorced
2
Master's
Employed
43.691279
Suburban
Basic
3
9
null
6
2020-07-13 15:21:39.276901
Poor
Yes
Monthly
House
612
3,498
54
Male
66,823
Married
2
PhD
Unemployed
36.481645
Urban
Comprehensive
1
15
473
5
2022-11-07 15:21:39.261856
Good
No
Rarely
House
111
3,499
30
Male
72,452
Married
0
Master's
Unemployed
31.351764
Suburban
Comprehensive
null
13
366
9
2023-04-17 15:21:39.209847
Good
No
Monthly
Condo
2,580