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
5,400
47
Male
3,810
Single
2
PhD
Unemployed
25.369764
Suburban
Basic
1
1
463
5
2023-04-21 15:21:39.134960
Good
Yes
Weekly
House
2,489
5,401
23
Female
13,411
Single
4
Bachelor's
Unemployed
20.180737
Rural
Basic
null
0
589
6
2022-08-05 15:21:39.191219
Poor
Yes
Monthly
Apartment
567
5,402
62
Male
2,077
Married
null
PhD
null
21.917587
Suburban
Premium
3
12
750
9
2019-09-28 15:21:39.086123
Good
No
Rarely
Condo
2,811
5,403
31
Male
15,409
Single
1
PhD
null
23.465639
Rural
Premium
1
16
null
8
2021-08-26 15:21:39.082499
Poor
Yes
Rarely
Condo
1,242
5,404
51
Female
10,056
Married
0
Bachelor's
Employed
8.862032
Urban
Premium
3
2
756
5
2023-04-10 15:21:39.187211
Poor
Yes
Monthly
Condo
422
5,405
26
Female
25,957
Married
2
Bachelor's
Self-Employed
8.89715
Urban
Basic
2
13
607
7
2024-03-04 15:21:39.258696
Good
No
Weekly
House
1,213
5,406
34
Female
476
Divorced
2
Master's
Unemployed
8.812132
Suburban
Premium
2
7
813
3
2024-03-15 15:21:39.226954
Good
Yes
Monthly
Apartment
1,679
5,407
50
Male
35,454
null
1
PhD
Unemployed
41.121219
Urban
Basic
1
3
null
5
2023-10-24 15:21:39.206847
Good
No
Rarely
Condo
715
5,408
45
Female
23,164
Single
0
PhD
Self-Employed
17.862298
Suburban
Comprehensive
0
6
567
1
2024-07-06 15:21:39.084065
Good
No
Daily
Apartment
2,060
5,409
51
Female
3,384
Married
1
Bachelor's
Self-Employed
29.856172
Suburban
Comprehensive
2
18
603
2
2022-08-01 15:21:39.088124
Good
Yes
Daily
House
1,545
5,410
48
Male
3,382
Divorced
null
Bachelor's
null
12.813666
Urban
Premium
2
17
759
9
2022-04-10 15:21:39.237118
Poor
Yes
Daily
Condo
473
5,411
62
Male
31,495
Married
0
Bachelor's
null
7.83872
Urban
Basic
0
7
486
7
2021-01-23 15:21:39.128286
Poor
Yes
Monthly
Apartment
664
5,412
48
Male
23,991
Married
3
Bachelor's
null
20.857326
Suburban
Basic
null
1
671
3
2021-05-16 15:21:39.171102
Average
No
Weekly
Condo
1,144
5,413
33
Female
49,828
Divorced
3
Master's
Unemployed
28.009324
Urban
Comprehensive
2
1
433
9
2023-02-17 15:21:39.279729
Good
No
Weekly
Apartment
755
5,414
18
Male
24,552
Married
3
Bachelor's
Unemployed
32.933802
Rural
Premium
0
10
686
9
2022-01-03 15:21:39.253660
Poor
No
Daily
Apartment
565
5,415
33
Female
74,539
Single
3
Bachelor's
null
13.585534
Rural
Comprehensive
null
11
782
8
2023-11-27 15:21:39.155231
Poor
No
Monthly
House
225
5,416
50
Female
33,132
Divorced
null
Bachelor's
Unemployed
43.280195
Suburban
Premium
0
14
723
6
2023-01-06 15:21:39.222387
Poor
No
Daily
House
645
5,417
34
Male
70,532
Single
0
High School
Self-Employed
52.977274
Urban
Basic
1
2
null
8
2021-10-07 15:21:39.134960
Poor
Yes
Rarely
House
2,142
5,418
57
Female
9,969
Single
4
Master's
Self-Employed
34.437612
Rural
Comprehensive
3
19
494
5
2022-07-29 15:21:39.106582
Average
Yes
Rarely
Condo
654
5,419
51
Male
130,746
Divorced
2
High School
null
29.442563
Suburban
Comprehensive
null
18
null
9
2023-10-12 15:21:39.182597
Good
Yes
Weekly
Condo
98
5,420
63
Male
16,285
Divorced
4
Master's
Unemployed
32.896322
Rural
Comprehensive
1
19
584
6
2023-01-04 15:21:39.257696
Good
Yes
Daily
Condo
1,093
5,421
62
Male
20,520
Divorced
4
PhD
Self-Employed
46.906378
Rural
Basic
null
4
603
9
2021-11-28 15:21:39.283783
Good
No
Daily
Condo
645
5,422
36
Male
43,901
Married
0
High School
Self-Employed
26.878999
Suburban
Basic
null
13
847
7
2020-11-30 15:21:39.231531
Poor
No
Weekly
Apartment
1,380
5,423
62
Female
1,786
Single
3
Master's
Self-Employed
18.859101
Rural
Basic
0
16
699
1
2020-04-29 15:21:39.146733
Average
No
Monthly
Apartment
48
5,424
46
Male
51,417
Divorced
4
High School
Employed
null
Rural
Basic
1
13
534
5
2019-10-10 15:21:39.281787
Poor
Yes
Rarely
Condo
397
5,425
48
Male
37,662
Single
3
Bachelor's
Unemployed
47.238636
Suburban
Premium
1
13
528
3
2024-03-26 15:21:39.155231
Average
Yes
Weekly
Apartment
940
5,426
25
Female
15,881
Divorced
3
High School
Employed
12.912196
Rural
Premium
0
6
748
9
2022-11-24 15:21:39.134960
Poor
Yes
Weekly
House
1,043
5,427
20
Male
35,591
Divorced
2
Bachelor's
null
30.122556
Urban
Comprehensive
null
1
648
9
2020-07-31 15:21:39.089116
Average
Yes
Daily
House
734
5,428
51
Male
26,589
Single
3
Bachelor's
Employed
25.979892
Urban
Comprehensive
0
3
693
3
2021-01-05 15:21:39.278402
Poor
No
Weekly
Apartment
2,040
5,429
46
Female
28,648
Married
2
Master's
Employed
null
Urban
Basic
0
14
513
9
2023-09-21 15:21:39.281787
Good
Yes
Monthly
Apartment
1,022
5,430
38
Female
11,973
Divorced
4
PhD
Self-Employed
36.919869
Suburban
Premium
1
7
593
6
2021-12-26 15:21:39.134960
Poor
No
Rarely
Apartment
642
5,431
27
Male
6,715
Divorced
0
Bachelor's
Unemployed
6.882164
Urban
Comprehensive
3
8
835
9
2022-12-23 15:21:39.111551
Poor
No
Rarely
Apartment
3,136
5,432
32
Female
7,097
Divorced
2
PhD
null
29.816476
Rural
Basic
null
1
614
9
2023-07-03 15:21:39.081504
Good
No
Daily
House
654
5,433
51
Male
2,310
Single
4
High School
Employed
10.372079
Urban
Basic
0
14
734
9
2023-01-29 15:21:39.237118
Poor
Yes
Rarely
Apartment
3,472
5,434
32
Male
62,520
Single
3
Bachelor's
Self-Employed
23.965948
Rural
Basic
2
7
317
8
2022-12-10 15:21:39.283783
Good
No
Monthly
House
1,045
5,435
26
Male
24,891
Divorced
1
Bachelor's
null
28.071338
Suburban
Premium
0
19
843
3
2023-12-01 15:21:39.237118
Good
Yes
Rarely
Condo
2,652
5,436
44
Female
3,960
Divorced
1
Master's
null
28.00875
Rural
Premium
2
2
null
3
2023-11-11 15:21:39.285112
Poor
Yes
Weekly
Condo
1,131
5,437
63
Male
7,625
Single
1
Master's
Employed
45.642342
Suburban
Comprehensive
0
2
361
3
2021-02-02 15:21:39.273973
Average
No
Weekly
Apartment
2,854
5,438
62
Male
29,131
Divorced
2
High School
Employed
37.612033
Rural
Basic
0
7
489
6
2023-09-30 15:21:39.152732
Poor
Yes
Monthly
House
518
5,439
43
Female
46
Divorced
1
PhD
Employed
14.934652
Suburban
Premium
2
17
507
1
2022-12-18 15:21:39.208842
Good
Yes
Rarely
Apartment
762
5,440
43
Female
64,982
Single
2
PhD
null
40.697974
Rural
Basic
1
12
464
3
2019-11-27 15:21:39.121169
null
No
Daily
Condo
583
5,441
33
Female
31,008
Divorced
3
High School
Self-Employed
27.75478
Urban
Basic
0
6
777
3
2020-10-31 15:21:39.145732
Average
Yes
Monthly
Condo
1,409
5,442
22
Male
11,815
Single
4
Master's
Self-Employed
21.838787
Suburban
Basic
0
16
594
6
2023-11-04 15:21:39.197445
Good
Yes
Monthly
Apartment
940
5,443
23
Male
56,819
Single
2
Bachelor's
Employed
24.333947
Rural
Premium
null
15
393
5
2020-05-01 15:21:39.279729
Average
No
Monthly
Apartment
37
5,444
21
Female
2,491
Married
0
High School
Employed
43.07976
Suburban
Premium
0
13
411
1
2020-06-05 15:21:39.155231
Good
Yes
Monthly
House
108
5,445
53
Male
43,938
Single
3
Bachelor's
Self-Employed
12.554798
Rural
Basic
null
4
554
8
2022-03-13 15:21:39.198406
Average
Yes
Monthly
House
524
5,446
19
Female
15,123
Divorced
0
Bachelor's
Self-Employed
13.366476
Urban
Basic
0
12
657
2
2022-01-26 15:21:39.123711
Good
Yes
Weekly
Condo
916
5,447
43
Male
null
Married
3
Bachelor's
Employed
13.927972
Urban
Comprehensive
1
12
784
8
2019-11-04 15:21:39.087123
Average
Yes
Rarely
Condo
122
5,448
58
Male
45,622
Married
0
Master's
Employed
43.719801
Suburban
Basic
null
5
826
6
2022-08-04 15:21:39.081504
Good
No
Daily
Apartment
2,597
5,449
26
Female
16,891
Single
0
High School
Self-Employed
31.171547
Rural
Premium
1
14
791
6
2024-05-07 15:21:39.256696
Poor
Yes
Monthly
Condo
1,256
5,450
60
Male
15,881
Married
3
Master's
null
15.740619
Rural
Comprehensive
0
11
667
4
2021-06-12 15:21:39.171102
Poor
No
Monthly
Condo
1,410
5,451
53
Male
769
Single
1
Master's
null
17.306321
Suburban
Comprehensive
null
9
null
3
2024-08-03 15:21:39.129190
Good
No
Weekly
Apartment
305
5,452
61
Male
62,353
Divorced
1
Master's
Employed
23.914757
Urban
Basic
0
1
373
8
2020-09-22 15:21:39.117183
Poor
No
Weekly
House
713
5,453
30
Female
44,255
Single
2
Bachelor's
Employed
18.013499
Urban
Comprehensive
4
13
506
1
2020-04-10 15:21:39.231531
Poor
Yes
Rarely
Apartment
2,856
5,454
39
Male
10,894
Single
1
Bachelor's
null
15.818487
Urban
Premium
null
7
591
7
2024-01-28 15:21:39.155231
Average
No
Monthly
House
588
5,455
33
Male
97,629
Single
1
Bachelor's
Employed
36.495103
Urban
Comprehensive
1
15
415
5
2024-02-17 15:21:39.185215
Poor
No
Monthly
House
582
5,456
43
Male
16,274
Single
4
Master's
null
15.948113
Urban
Comprehensive
1
6
531
6
2020-04-10 15:21:39.085129
Poor
No
Monthly
House
1,686
5,457
26
Male
69,538
Divorced
4
Bachelor's
Self-Employed
10.908653
Rural
Basic
2
15
689
1
2024-06-25 15:21:39.253660
Average
No
Rarely
House
3,051
5,458
51
Female
6,814
Single
1
Bachelor's
Self-Employed
47.28888
Suburban
Premium
0
2
671
4
2020-05-01 15:21:39.209847
Poor
Yes
Rarely
House
1,166
5,459
19
Female
53,584
Single
4
Bachelor's
null
43.048517
Rural
Premium
0
14
394
2
2024-04-13 15:21:39.191219
Poor
Yes
Rarely
Condo
908
5,460
50
Female
24,065
Divorced
4
Bachelor's
Employed
30.935585
Urban
Basic
0
5
608
4
2023-01-16 15:21:39.264504
Average
Yes
Weekly
House
719
5,461
52
Male
8,053
Married
4
Bachelor's
Employed
25.837882
Rural
Comprehensive
0
12
839
2
2023-09-26 15:21:39.253660
Average
No
Monthly
Apartment
1,852
5,462
35
Male
52,613
Married
0
Master's
null
11.59222
Urban
Basic
1
18
661
8
2020-02-28 15:21:39.207847
Poor
Yes
Weekly
Apartment
102
5,463
62
Female
24,115
Single
4
Master's
Self-Employed
31.494903
Rural
Premium
1
16
null
3
2023-07-10 15:21:39.187211
null
Yes
Monthly
House
709
5,464
47
Male
15,322
Single
4
PhD
Self-Employed
5.965164
Rural
Comprehensive
0
11
null
2
2021-10-27 15:21:39.144722
Average
Yes
Rarely
Apartment
801
5,465
55
Male
26,962
Divorced
1
Master's
Unemployed
14.096937
Rural
Basic
1
18
830
2
2020-06-01 15:21:39.274993
Average
Yes
Daily
Apartment
29
5,466
53
Female
35,311
Divorced
3
High School
Unemployed
31.686412
Urban
Comprehensive
null
14
776
5
2023-08-07 15:21:39.230483
Poor
Yes
Daily
House
486
5,467
58
Female
40,642
Divorced
1
PhD
Self-Employed
20.96467
Urban
Comprehensive
null
9
691
1
2022-05-24 15:21:39.231531
Average
No
Monthly
Apartment
1,099
5,468
54
Female
1,213
Divorced
4
Bachelor's
null
26.413867
Rural
Basic
1
1
710
5
2023-01-29 15:21:39.081504
Poor
Yes
Weekly
House
24
5,469
53
Female
26,113
Divorced
1
PhD
Employed
22.883897
Rural
Premium
0
3
788
1
2021-01-22 15:21:39.097737
Average
Yes
Weekly
Condo
39
5,470
24
Female
44,100
Single
4
Bachelor's
Unemployed
19.922138
Urban
Basic
0
11
646
8
2020-06-30 15:21:39.237118
null
No
Weekly
Condo
847
5,471
46
Female
116,069
Divorced
0
High School
Employed
31.81351
Rural
Comprehensive
null
5
447
5
2022-04-25 15:21:39.171102
Good
Yes
Daily
Condo
952
5,472
56
Male
53,377
Single
2
High School
Self-Employed
22.081867
Rural
Premium
3
2
653
5
2023-12-24 15:21:39.134960
Average
No
Weekly
House
115
5,473
42
Female
25,404
Divorced
3
Bachelor's
Employed
14.715737
Urban
Premium
3
16
822
4
2021-12-21 15:21:39.245086
Poor
No
Monthly
House
1,207
5,474
61
Female
1,209
Divorced
2
PhD
Unemployed
27.591323
Rural
Premium
null
7
464
3
2020-04-17 15:21:39.087123
Poor
No
Monthly
Condo
739
5,475
28
Male
28,198
Married
0
PhD
Self-Employed
28.534708
Suburban
Comprehensive
null
2
324
1
2021-03-28 15:21:39.223390
Average
No
Weekly
Condo
939
5,476
36
Female
58,300
Married
3
High School
Self-Employed
17.642007
Rural
Basic
2
2
543
6
2019-09-29 15:21:39.172097
Good
No
Monthly
Condo
2,192
5,477
58
Male
15,983
Married
1
Master's
Employed
28.938955
Rural
Basic
1
3
598
9
2023-08-25 15:21:39.256696
Poor
Yes
Monthly
Condo
684
5,478
48
Female
812
Married
0
Master's
Self-Employed
null
Suburban
Comprehensive
0
16
847
3
2023-06-03 15:21:39.092127
Average
Yes
Monthly
House
661
5,479
25
Male
5,897
Married
0
Bachelor's
null
23.619384
Urban
Basic
null
10
498
5
2020-06-13 15:21:39.155231
Poor
Yes
Daily
House
787
5,480
50
Male
2,887
Divorced
3
Bachelor's
Employed
20.991497
Suburban
Premium
4
10
372
1
2024-07-21 15:21:39.211806
Poor
No
Daily
Condo
1,029
5,481
26
Male
74,377
Single
0
PhD
Unemployed
35.820146
Rural
Basic
null
9
443
5
2023-06-01 15:21:39.116179
Good
Yes
Monthly
Condo
1,011
5,482
60
Female
126,659
Divorced
1
High School
Unemployed
20.251052
Urban
Premium
0
18
452
2
2020-02-14 15:21:39.094752
Average
No
Daily
House
1,152
5,483
61
Female
18,313
Divorced
3
PhD
Self-Employed
47.824551
Suburban
Premium
1
13
787
6
2021-01-03 15:21:39.155231
null
No
Weekly
House
476
5,484
34
Male
658
null
0
Master's
null
26.900064
Urban
Premium
0
4
441
3
2022-10-06 15:21:39.194829
Average
Yes
Monthly
Condo
942
5,485
34
Female
17,098
Single
1
Bachelor's
Self-Employed
21.994516
Suburban
Premium
null
7
589
5
2022-04-12 15:21:39.254678
Poor
No
Daily
House
437
5,486
25
Male
43,936
Married
3
PhD
null
7.819156
Urban
Comprehensive
1
15
545
4
2019-11-02 15:21:39.226954
Average
Yes
Monthly
House
673
5,487
18
Female
12,982
Divorced
null
Bachelor's
Unemployed
31.754927
Rural
Basic
0
5
749
4
2023-03-06 15:21:39.210805
Average
Yes
Weekly
Condo
1,668
5,488
31
Male
95,500
Single
1
High School
Self-Employed
29.168541
Suburban
Premium
1
10
380
1
2021-07-09 15:21:39.094752
Good
Yes
Daily
Condo
663
5,489
46
Male
17,091
Divorced
2
PhD
null
36.93534
Urban
Comprehensive
1
1
738
9
2021-02-16 15:21:39.164044
Poor
Yes
Rarely
Apartment
519
5,490
48
Male
88,410
Married
4
Bachelor's
null
19.58331
Urban
Basic
0
6
479
5
2020-02-22 15:21:39.263607
Poor
No
Weekly
Apartment
3,361
5,491
25
Female
11,976
Single
1
Master's
Employed
41.261489
Urban
Comprehensive
null
18
431
6
2022-05-23 15:21:39.289099
Poor
No
Weekly
Condo
1,841
5,492
62
Male
85,069
Single
3
Master's
Unemployed
8.991968
Suburban
Basic
null
0
384
5
2020-09-19 15:21:39.218388
Average
Yes
Daily
Apartment
927
5,493
62
Male
38,393
Married
1
Bachelor's
Self-Employed
25.959427
Rural
Comprehensive
1
5
459
4
2021-04-06 15:21:39.187211
Average
No
Rarely
Condo
3,161
5,494
44
Female
84,717
Divorced
null
Master's
Self-Employed
47.629431
Urban
Premium
0
15
693
9
2022-07-18 15:21:39.092127
Poor
No
Daily
Apartment
115
5,495
57
Male
61,806
Divorced
3
High School
Unemployed
26.253323
Urban
Basic
null
11
389
5
2023-01-01 15:21:39.218388
null
No
Rarely
Apartment
3,046
5,496
62
Female
914
Married
1
High School
null
30.142464
Rural
Comprehensive
0
19
699
5
2021-06-02 15:21:39.267454
Poor
No
Weekly
Condo
28
5,497
63
Male
30,984
Married
1
High School
Unemployed
42.868847
Rural
Premium
2
10
787
7
2020-10-17 15:21:39.252145
Average
No
Weekly
Apartment
1,166
5,498
37
Female
47,777
Married
1
PhD
Self-Employed
24.874366
Suburban
Comprehensive
1
12
590
7
2019-11-09 15:21:39.134960
Average
Yes
Rarely
Apartment
35
5,499
38
Female
null
Single
2
Master's
Self-Employed
40.847778
Suburban
Basic
0
12
null
2
2021-08-30 15:21:39.134960
Average
No
Weekly
Condo
111