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
1,180,300
42
Female
15,696
Single
1
Bachelor's
Unemployed
16.964647
Rural
Comprehensive
3
16
668
7
2022-12-09 15:21:39.177724
Good
No
Monthly
Condo
991
1,180,301
35
Female
22,400
Married
2
PhD
Self-Employed
39.286948
Rural
Comprehensive
null
17
784
7
2020-02-16 15:21:39.172097
Average
No
Daily
House
523
1,180,302
50
Female
64,960
Married
2
Bachelor's
null
null
Suburban
Basic
0
14
394
4
2021-08-17 15:21:39.252145
Good
Yes
Weekly
Condo
532
1,180,303
57
Male
56,914
Divorced
2
Master's
Employed
17.872202
Rural
Premium
2
4
682
2
2023-05-31 15:21:39.155231
Average
Yes
Rarely
Condo
3,399
1,180,304
47
Male
4,154
Married
1
PhD
Employed
34.271807
Rural
Comprehensive
1
6
504
6
2021-05-18 15:21:39.245086
Good
Yes
Monthly
House
29
1,180,305
63
Male
18,244
Single
4
PhD
null
27.494901
Rural
Comprehensive
0
1
847
4
2022-07-27 15:21:39.172097
Poor
No
Daily
Apartment
659
1,180,306
62
Female
37,927
Divorced
1
PhD
Self-Employed
8.681081
Suburban
Comprehensive
null
13
622
8
2020-11-07 15:21:39.115178
Good
No
Rarely
Apartment
1,745
1,180,307
39
Male
85,175
Divorced
0
High School
Unemployed
13.0727
Rural
Premium
null
1
479
7
2021-09-15 15:21:39.131192
Good
Yes
Daily
Apartment
2,701
1,180,308
51
Female
null
Single
4
PhD
Unemployed
27.064014
Suburban
Basic
0
16
434
3
2022-06-10 15:21:39.091080
Average
Yes
Weekly
Apartment
755
1,180,309
20
Female
34,369
Single
0
Bachelor's
Self-Employed
8.928311
Suburban
Premium
1
8
401
7
2021-01-31 15:21:39.261856
Average
No
Daily
Condo
1,165
1,180,310
43
Female
43,841
Divorced
3
High School
Unemployed
null
Suburban
Premium
0
3
445
7
2019-11-14 15:21:39.151732
Average
No
Monthly
Apartment
656
1,180,311
48
Male
27,963
Single
3
Master's
Employed
25.939143
Rural
Basic
null
0
811
4
2021-01-06 15:21:39.130190
Poor
No
Monthly
Condo
710
1,180,312
58
Female
132,233
Married
3
Bachelor's
Unemployed
36.415824
Suburban
Premium
1
14
442
7
2023-08-06 15:21:39.134960
Average
Yes
Weekly
Condo
2,065
1,180,313
55
Male
1,535
Married
1
Bachelor's
Self-Employed
22.553457
Suburban
Comprehensive
0
18
495
4
2021-05-16 15:21:39.181605
Average
No
Rarely
House
455
1,180,314
58
Male
28,682
Single
null
Master's
Self-Employed
5.792392
Urban
Comprehensive
1
19
488
1
2022-05-30 15:21:39.134960
Poor
No
Weekly
Condo
704
1,180,315
61
Male
35,796
null
0
PhD
Unemployed
20.634869
Urban
Premium
2
19
731
5
2019-09-12 15:21:39.095696
Good
Yes
Rarely
Apartment
1,162
1,180,316
47
Female
22,779
Divorced
0
Master's
null
42.76681
Urban
Premium
0
19
599
1
2024-08-03 15:21:39.145732
Poor
Yes
Monthly
Condo
369
1,180,317
23
Female
null
Married
0
PhD
null
null
Urban
Premium
null
12
818
5
2019-09-27 15:21:39.132191
Poor
No
Monthly
Apartment
2,667
1,180,318
49
Male
7,518
Single
null
Bachelor's
Unemployed
21.907762
Urban
Basic
null
15
545
3
2020-05-02 15:21:39.090124
Good
Yes
Rarely
Apartment
75
1,180,319
54
Male
134,737
Single
null
Bachelor's
null
33.558867
Urban
Premium
null
17
418
9
2021-01-19 15:21:39.279729
Poor
Yes
Rarely
House
1,383
1,180,320
58
Female
27,657
Married
3
Master's
Employed
18.721508
Suburban
Premium
null
10
542
8
2019-09-25 15:21:39.155231
Average
Yes
Daily
Condo
60
1,180,321
28
Female
30,714
Divorced
2
Bachelor's
null
16.743146
Suburban
Comprehensive
0
18
null
4
2021-08-30 15:21:39.134960
Average
No
Rarely
House
78
1,180,322
32
Male
5,814
Married
2
Bachelor's
Self-Employed
21.281409
Rural
Basic
null
0
635
8
2019-09-29 15:21:39.155231
Poor
Yes
Monthly
House
546
1,180,323
34
Female
97,984
Married
3
High School
Self-Employed
50.839733
Rural
Basic
null
13
543
8
2021-12-12 15:21:39.093681
Average
No
Monthly
Condo
25
1,180,324
21
Female
3,997
Married
4
PhD
Self-Employed
46.912921
Rural
Basic
0
1
846
1
2022-11-06 15:21:39.106582
Good
Yes
Weekly
Condo
100
1,180,325
58
Female
1,664
Divorced
1
PhD
null
null
Suburban
Basic
0
5
584
2
2022-05-01 15:21:39.265513
Poor
No
Rarely
Condo
703
1,180,326
18
Male
null
Married
4
PhD
Employed
38.857276
Rural
Comprehensive
null
14
310
2
2022-05-09 15:21:39.084065
Good
No
Weekly
House
1,210
1,180,327
21
Female
5,943
Single
0
Bachelor's
Self-Employed
26.964004
Urban
Premium
null
11
598
7
2023-02-07 15:21:39.259788
Average
Yes
Monthly
House
2,950
1,180,328
38
Female
1,229
Married
4
Bachelor's
Unemployed
null
Suburban
Basic
1
13
564
7
2022-10-09 15:21:39.148733
Good
Yes
Daily
House
1,740
1,180,329
49
Male
18,062
Single
0
Bachelor's
null
27.443464
Urban
Premium
null
12
537
2
2023-10-27 15:21:39.193945
Poor
No
Daily
House
1,645
1,180,330
25
Male
54,786
Single
3
Master's
Self-Employed
44.94836
Suburban
Comprehensive
0
0
635
6
2020-10-13 15:21:39.148733
Good
Yes
Monthly
House
48
1,180,331
46
Female
85,595
Divorced
3
Master's
null
null
Suburban
Comprehensive
1
17
584
3
2023-01-17 15:21:39.279729
Good
Yes
Rarely
Apartment
4,967
1,180,332
59
Female
11,815
Married
4
High School
null
21.838787
Rural
Premium
0
6
594
7
2020-12-19 15:21:39.237118
Good
Yes
Monthly
Condo
1,866
1,180,333
42
Female
38,006
Married
4
Bachelor's
null
33.12595
Urban
Basic
null
2
580
2
2021-11-02 15:21:39.213373
Poor
Yes
Daily
Condo
669
1,180,334
34
Female
131,661
Married
0
Bachelor's
Self-Employed
24.49043
Rural
Premium
0
14
338
8
2021-03-17 15:21:39.237118
Average
No
Daily
Apartment
813
1,180,335
50
Male
30,230
Married
3
High School
Unemployed
7.878274
Suburban
Comprehensive
0
15
627
2
2019-10-29 15:21:39.134960
Poor
No
Weekly
Apartment
1,487
1,180,336
41
Male
25,779
Single
2
High School
Employed
31.781384
Rural
Basic
null
15
782
7
2021-04-15 15:21:39.088124
Poor
Yes
Weekly
Apartment
1,193
1,180,337
24
Female
24,359
Single
1
Bachelor's
null
19.685051
Suburban
Premium
2
11
713
7
2020-07-31 15:21:39.252145
Poor
Yes
Rarely
Apartment
689
1,180,338
36
Male
29,863
Divorced
0
PhD
null
26.588728
Suburban
Premium
2
0
763
5
2022-08-01 15:21:39.226954
Poor
Yes
Rarely
House
1,094
1,180,339
34
Female
134,801
Divorced
2
Master's
Self-Employed
28.469035
Urban
Basic
0
19
482
3
2020-05-30 15:21:39.283783
Average
Yes
Weekly
Condo
2,380
1,180,340
60
Male
27,861
Single
2
Master's
Unemployed
39.598979
Rural
Premium
0
17
null
7
2023-07-11 15:21:39.105504
Good
No
Rarely
Apartment
1,597
1,180,341
31
Male
16,123
Married
0
Bachelor's
null
21.48264
Rural
Comprehensive
3
15
803
8
2020-06-20 15:21:39.250151
Poor
Yes
Rarely
Apartment
1,484
1,180,342
28
Male
18,565
Single
4
High School
Self-Employed
22.592558
Suburban
Comprehensive
2
1
null
7
2020-04-30 15:21:39.235012
Poor
Yes
Daily
Condo
185
1,180,343
37
Male
140,370
Divorced
3
PhD
Employed
6.59439
Urban
Premium
2
6
785
5
2022-10-09 15:21:39.082499
Good
Yes
Weekly
Condo
132
1,180,344
48
Male
14,828
Divorced
2
Bachelor's
Unemployed
22.876708
Suburban
Basic
1
4
379
7
2023-07-22 15:21:39.155231
Good
Yes
Monthly
Apartment
1,100
1,180,345
57
Male
6,093
Single
0
Master's
Unemployed
14.934226
Rural
Premium
null
17
711
9
2023-11-20 15:21:39.134960
Good
No
Monthly
Apartment
791
1,180,346
44
Male
39,716
Divorced
null
PhD
Unemployed
42.838399
Urban
Basic
0
8
553
2
2022-10-08 15:21:39.155231
Poor
No
Weekly
Condo
1,521
1,180,347
56
Female
null
Married
2
PhD
Employed
33.392834
Suburban
Comprehensive
null
14
332
3
2021-06-27 15:21:39.283783
Poor
Yes
Rarely
Condo
649
1,180,348
31
Male
2,551
Married
0
Bachelor's
Unemployed
null
Urban
Basic
null
8
351
4
2021-06-29 15:21:39.134960
Poor
No
Monthly
Apartment
695
1,180,349
28
Female
24,199
Divorced
2
Bachelor's
Unemployed
51.624518
Suburban
Comprehensive
3
18
null
2
2021-05-13 15:21:39.272456
Poor
No
Monthly
Condo
1,377
1,180,350
28
Male
10,153
Married
2
Master's
Unemployed
9.192313
Urban
Comprehensive
1
11
819
6
2023-12-08 15:21:39.285112
Average
No
Weekly
Condo
661
1,180,351
52
Female
7,853
Divorced
2
PhD
Employed
15.567852
Suburban
Comprehensive
1
4
776
6
2020-10-02 15:21:39.237118
Poor
No
Weekly
Condo
488
1,180,352
55
Female
54,118
Single
2
Master's
Self-Employed
33.362103
Suburban
Comprehensive
0
4
458
8
2022-04-17 15:21:39.226954
Good
No
Monthly
House
553
1,180,353
42
Female
10,071
Married
0
Master's
Employed
39.533521
Urban
Premium
0
10
717
6
2022-12-29 15:21:39.155231
Average
Yes
Daily
House
1,274
1,180,354
42
Male
3,689
Single
3
High School
null
34.495825
Rural
Comprehensive
2
6
null
6
2022-08-14 15:21:39.264504
Poor
No
Rarely
House
1,320
1,180,355
23
Male
19,502
Married
0
High School
Employed
38.676639
Suburban
Premium
0
3
588
9
2020-10-30 15:21:39.171102
Poor
Yes
Weekly
Apartment
710
1,180,356
31
Male
1,267
Divorced
0
High School
Unemployed
7.826185
Rural
Premium
0
5
782
9
2022-08-26 15:21:39.237118
Good
Yes
Rarely
Apartment
431
1,180,357
41
Male
13,894
Married
2
Master's
Self-Employed
31.067298
Rural
Comprehensive
null
7
709
7
2023-01-22 15:21:39.189223
Average
No
Rarely
Apartment
717
1,180,358
24
Male
6,880
Married
0
Bachelor's
null
5.567324
Rural
Basic
0
1
null
3
2023-07-29 15:21:39.269494
Good
Yes
Weekly
House
1,113
1,180,359
19
Female
29,226
Married
0
High School
Self-Employed
10.16286
Suburban
Premium
null
8
526
9
2022-05-24 15:21:39.189223
Good
No
Rarely
Apartment
668
1,180,360
59
Male
45,747
Married
3
PhD
null
29.494041
Rural
Comprehensive
null
2
489
5
2022-01-12 15:21:39.212862
Good
No
Weekly
House
271
1,180,361
53
Female
57,063
Single
4
PhD
null
8.511865
Rural
Basic
2
8
613
1
2022-09-08 15:21:39.200452
Good
Yes
Daily
House
3,393
1,180,362
48
Female
8,909
Divorced
0
High School
Unemployed
10.086178
Rural
Premium
null
11
488
7
2021-10-20 15:21:39.251142
Poor
Yes
Daily
House
831
1,180,363
45
Female
30,652
Divorced
2
PhD
Employed
15.611395
Suburban
Premium
0
18
485
3
2021-11-25 15:21:39.149731
Average
No
Rarely
House
779
1,180,364
36
Male
31,455
Single
0
Bachelor's
Employed
13.878199
Rural
Basic
1
18
513
1
2020-12-26 15:21:39.093681
Good
Yes
Weekly
Apartment
1,619
1,180,365
31
Female
34,369
Single
null
PhD
Unemployed
43.856108
Urban
Comprehensive
1
7
578
8
2019-12-12 15:21:39.229482
Average
Yes
Daily
Condo
567
1,180,366
38
Male
801
Divorced
1
Bachelor's
Employed
null
Rural
Basic
0
19
586
1
2020-10-09 15:21:39.155231
Good
Yes
Monthly
House
1,727
1,180,367
47
Male
1,480
Divorced
2
PhD
Employed
null
Urban
Basic
2
16
null
8
2024-06-30 15:21:39.172097
Poor
No
Weekly
Apartment
988
1,180,368
19
Male
32,349
Married
0
High School
Unemployed
16.333872
Urban
Premium
2
15
674
5
2021-02-03 15:21:39.288099
Good
Yes
Weekly
House
1,812
1,180,369
60
Male
1,098
Divorced
1
PhD
null
24.049784
Suburban
Premium
1
13
632
1
2020-04-13 15:21:39.219432
Average
Yes
Weekly
House
388
1,180,370
40
Female
45,499
Married
2
High School
Self-Employed
30.908651
Rural
Premium
0
13
819
1
2020-03-20 15:21:39.171102
Good
No
Monthly
House
556
1,180,371
44
Female
9,058
Married
1
Master's
null
10.849675
Suburban
Comprehensive
0
0
477
6
2023-11-04 15:21:39.155231
Poor
No
Rarely
House
556
1,180,372
53
Male
44,260
Divorced
null
PhD
null
4.508053
Rural
Comprehensive
null
0
594
9
2021-06-09 15:21:39.219432
Poor
Yes
Daily
House
740
1,180,373
61
Male
27,194
Married
1
Master's
Unemployed
49.497851
Rural
Premium
null
1
528
6
2023-11-13 15:21:39.237118
Average
No
Daily
House
872
1,180,374
44
Female
2,163
Divorced
1
Master's
null
13.95812
Urban
Premium
1
9
null
3
2020-09-28 15:21:39.134960
Good
No
Rarely
Condo
3,983
1,180,375
26
Male
84,535
Single
3
Master's
Unemployed
27.944454
Urban
Premium
0
13
431
8
2020-01-09 15:21:39.132191
Average
No
Weekly
Condo
434
1,180,376
47
Female
20,659
Married
4
Bachelor's
Self-Employed
28.676629
Rural
Comprehensive
0
16
841
3
2022-04-15 15:21:39.249100
Good
No
Monthly
Apartment
2,027
1,180,377
41
Female
49,626
Married
3
PhD
null
29.894786
Urban
Basic
1
4
527
8
2019-11-12 15:21:39.192212
Average
No
Rarely
Apartment
38
1,180,378
60
Female
1,430
Married
4
Bachelor's
Self-Employed
35.709008
Urban
Basic
2
10
638
4
2020-05-04 15:21:39.170099
Average
No
Daily
Apartment
100
1,180,379
35
Female
1,211
Single
4
High School
Self-Employed
17.922115
Suburban
Basic
null
14
307
6
2020-06-22 15:21:39.155231
Good
Yes
Daily
Apartment
843
1,180,380
50
Male
28,962
Divorced
null
PhD
null
8.577919
Rural
Comprehensive
0
5
589
1
2020-03-20 15:21:39.125660
Good
Yes
Weekly
House
3,259
1,180,381
45
Female
10,104
Single
1
PhD
null
31.065122
Suburban
Basic
1
16
734
1
2023-02-06 15:21:39.108562
Poor
Yes
Daily
House
1,055
1,180,382
56
Male
394
Divorced
4
High School
Unemployed
41.540769
Rural
Comprehensive
1
2
443
2
2023-09-14 15:21:39.261856
Poor
Yes
Daily
Apartment
1,006
1,180,383
62
Female
462
Divorced
3
PhD
Unemployed
28.998826
Suburban
Premium
null
5
591
7
2019-12-06 15:21:39.203442
Good
Yes
Rarely
Condo
2,136
1,180,384
63
Male
126,873
Divorced
0
Master's
Employed
12.898326
Suburban
Comprehensive
null
0
447
5
2023-09-12 15:21:39.192212
null
No
Rarely
Condo
1,622
1,180,385
27
Female
548
Married
2
Master's
null
12.709535
Suburban
Comprehensive
2
18
641
6
2021-04-24 15:21:39.245086
Average
Yes
Monthly
Apartment
1,560
1,180,386
47
Male
13,836
Divorced
4
Master's
null
18.739082
Suburban
Premium
null
16
null
4
2024-06-07 15:21:39.092127
null
No
Daily
House
2,989
1,180,387
30
Female
78,296
Married
4
Master's
null
16.158318
Rural
Comprehensive
1
7
736
6
2022-06-24 15:21:39.155231
Good
Yes
Daily
Apartment
155
1,180,388
54
Male
43,781
Single
1
Master's
Self-Employed
28.52498
Urban
Comprehensive
2
7
734
7
2020-05-12 15:21:39.134960
Poor
No
Daily
House
853
1,180,389
41
Male
579
Divorced
1
Bachelor's
Employed
47.965251
Rural
Premium
1
11
657
1
2023-07-30 15:21:39.222387
Good
Yes
Daily
Condo
26
1,180,390
20
Female
2,423
Divorced
4
PhD
Unemployed
35.392546
Suburban
Basic
0
8
335
9
2019-09-23 15:21:39.237118
Poor
No
Weekly
Condo
1,338
1,180,391
24
Male
23,991
Divorced
3
High School
Self-Employed
16.0922
Suburban
Premium
null
5
636
8
2020-09-30 15:21:39.132191
Poor
Yes
Weekly
Condo
591
1,180,392
51
Female
28,922
Single
4
PhD
Self-Employed
29.936997
Urban
Comprehensive
0
13
493
5
2021-07-09 15:21:39.147735
Poor
No
Weekly
House
24
1,180,393
40
Male
6,976
Married
2
Bachelor's
Employed
21.091042
Urban
Basic
null
5
605
2
2024-07-02 15:21:39.122134
Good
No
Monthly
Apartment
2,472
1,180,394
57
Male
1,853
Divorced
null
High School
Unemployed
53.061573
Rural
Comprehensive
1
0
757
3
2019-09-19 15:21:39.233998
Poor
Yes
Rarely
House
3,244
1,180,395
44
Male
23,347
Divorced
0
Master's
Self-Employed
17.816051
Rural
Comprehensive
0
13
822
1
2020-08-10 15:21:39.087123
Poor
No
Rarely
Apartment
589
1,180,396
63
Male
28,266
Single
3
Bachelor's
Self-Employed
29.829605
Rural
Premium
1
17
633
7
2022-02-28 15:21:39.272456
Poor
Yes
Monthly
Apartment
499
1,180,397
29
Female
705
Divorced
1
Master's
Self-Employed
21.492328
Suburban
Comprehensive
2
4
679
3
2021-09-18 15:21:39.155231
Average
No
Weekly
Condo
782
1,180,398
39
Male
35,297
Single
1
Bachelor's
Self-Employed
40.933593
Rural
Comprehensive
3
0
773
1
2024-01-20 15:21:39.126661
null
Yes
Daily
House
1,584
1,180,399
42
Female
5,038
Married
1
Bachelor's
null
14.934387
Urban
Basic
0
10
675
8
2022-03-25 15:21:39.169102
Good
Yes
Daily
Condo
566