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
29,400
24
Female
95,914
Married
3
PhD
Self-Employed
33.818951
Rural
Premium
2
15
558
4
2023-04-25 15:21:39.246098
Average
No
Monthly
House
81
29,401
59
Female
45,466
Married
4
Bachelor's
Self-Employed
7.891286
Urban
Basic
2
5
506
9
2019-09-01 15:21:39.269494
Good
No
Monthly
House
1,747
29,402
18
Male
15,641
Divorced
0
Bachelor's
Employed
12.844157
Rural
Premium
0
16
842
1
2020-10-22 15:21:39.172097
Poor
No
Rarely
Apartment
541
29,403
23
Male
28,863
Married
4
High School
null
32.333679
Suburban
Premium
0
11
516
6
2024-01-04 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,045
29,404
27
Male
25,793
Single
1
High School
null
15.84723
Urban
Comprehensive
2
11
784
1
2020-01-30 15:21:39.154008
Average
No
Monthly
Apartment
992
29,405
25
Female
2,774
Single
2
Master's
Employed
27.437867
Rural
Comprehensive
2
18
645
1
2024-06-30 15:21:39.094752
Good
Yes
Monthly
House
906
29,406
31
Male
17,092
Divorced
0
Master's
null
46.534256
Rural
Basic
1
8
607
7
2021-05-25 15:21:39.118178
Poor
Yes
Daily
Apartment
1,714
29,407
32
Male
17,340
Married
2
Master's
Unemployed
32.847346
Suburban
Comprehensive
null
13
716
9
2022-08-14 15:21:39.218388
Poor
Yes
Rarely
Condo
902
29,408
50
Male
39,883
Single
3
Bachelor's
Employed
25.141734
Suburban
Comprehensive
null
19
618
7
2021-03-17 15:21:39.134960
Average
Yes
Monthly
Apartment
1,046
29,409
19
Male
4,499
Married
4
PhD
Employed
15.838103
Rural
Basic
1
4
438
9
2023-12-23 15:21:39.205850
Good
No
Weekly
House
1,327
29,410
39
Male
18,054
Single
1
Bachelor's
Unemployed
29.34871
Urban
Basic
1
16
669
4
2021-06-16 15:21:39.205850
Poor
Yes
Daily
House
561
29,411
62
Female
25,110
Single
0
Master's
Self-Employed
24.039594
Suburban
Basic
1
3
731
3
2023-03-26 15:21:39.215386
Poor
Yes
Daily
House
70
29,412
41
Female
21,603
Single
3
Bachelor's
Self-Employed
43.817764
Rural
Premium
0
11
null
5
2021-05-27 15:21:39.134960
Average
No
Weekly
House
148
29,413
48
Male
15,098
Divorced
0
Master's
null
10.719474
Rural
Comprehensive
null
10
519
5
2024-04-25 15:21:39.168099
Average
No
Weekly
Condo
25
29,414
31
Female
null
Married
2
Bachelor's
null
20.517023
Suburban
Basic
3
6
636
3
2024-02-18 15:21:39.237118
null
Yes
Weekly
House
372
29,415
18
Male
11,255
Single
1
PhD
Self-Employed
28.847751
Suburban
Basic
1
8
462
4
2022-08-14 15:21:39.134960
Average
No
Monthly
Apartment
562
29,416
49
Female
848
Married
1
Master's
Unemployed
12.880727
Rural
Basic
null
16
722
5
2023-05-25 15:21:39.102694
Good
No
Weekly
House
2,122
29,417
55
Male
34,239
Divorced
1
Bachelor's
Employed
26.424849
Rural
Premium
0
17
641
8
2023-09-29 15:21:39.134960
Average
Yes
Monthly
Condo
686
29,418
40
Female
29,069
Divorced
3
Master's
Unemployed
11.009837
Urban
Basic
1
14
775
6
2024-07-18 15:21:39.155231
Good
Yes
Weekly
House
919
29,419
37
Male
128,810
Married
2
PhD
Employed
43.355002
Urban
Basic
null
13
null
3
2023-06-06 15:21:39.236064
Good
No
Daily
House
48
29,420
61
Female
1,982
Single
0
Master's
Unemployed
29.823462
Rural
Basic
0
7
360
4
2021-11-26 15:21:39.244069
Average
Yes
Monthly
House
1,010
29,421
63
Female
27,193
Single
4
Bachelor's
Self-Employed
42.839728
Urban
Basic
2
4
709
4
2024-04-15 15:21:39.204790
Poor
No
Weekly
Condo
835
29,422
52
Male
4,942
Single
1
Master's
null
22.717806
Suburban
Premium
null
14
441
1
2020-08-23 15:21:39.170099
Poor
No
Rarely
House
549
29,423
43
Male
34,184
Divorced
1
PhD
Unemployed
18.878407
Urban
Comprehensive
0
13
843
8
2019-10-22 15:21:39.182597
Poor
No
Daily
Apartment
2,137
29,424
58
Female
15,258
Single
2
Master's
Unemployed
9.953737
Urban
Comprehensive
null
5
549
2
2021-07-24 15:21:39.090124
Poor
Yes
Daily
Condo
931
29,425
51
Male
8,096
Single
1
PhD
Employed
26.844775
Suburban
Premium
null
2
788
8
2022-06-26 15:21:39.263607
Average
Yes
Weekly
Condo
1,082
29,426
28
Male
73,284
Married
1
PhD
Unemployed
33.822901
Urban
Comprehensive
null
3
419
1
2022-10-31 15:21:39.207847
Average
No
Rarely
Condo
742
29,427
55
Female
31,781
Single
4
Bachelor's
Unemployed
15.858904
Rural
Premium
null
13
437
1
2020-12-15 15:21:39.205850
Good
Yes
Weekly
Apartment
857
29,428
23
Female
14,054
Married
2
Master's
Unemployed
18.073013
Urban
Basic
0
11
334
7
2020-07-16 15:21:39.279729
Good
Yes
Rarely
House
1,134
29,429
43
Male
1,267
Single
1
Bachelor's
Employed
19.625516
Urban
Premium
0
11
442
5
2021-05-11 15:21:39.095696
Poor
Yes
Daily
Condo
2,760
29,430
22
Male
45,969
Married
4
High School
Employed
22.866661
Rural
Basic
0
8
735
8
2023-02-14 15:21:39.289099
Good
Yes
Monthly
Condo
155
29,431
61
Male
null
Divorced
0
Bachelor's
Self-Employed
49.007849
Suburban
Basic
3
2
716
9
2023-12-06 15:21:39.100695
null
Yes
Rarely
House
1,374
29,432
23
Male
3,850
Single
1
PhD
Self-Employed
49.992825
Rural
Comprehensive
3
3
null
6
2024-01-18 15:21:39.182597
Average
No
Rarely
Apartment
781
29,433
24
Female
16,604
Divorced
1
High School
Unemployed
24.923552
Suburban
Premium
1
5
358
6
2020-12-07 15:21:39.123711
Average
No
Monthly
Condo
1,085
29,434
44
Male
48,290
Single
4
PhD
Self-Employed
22.929753
Suburban
Premium
null
5
758
8
2021-09-09 15:21:39.259788
Good
Yes
Rarely
Apartment
285
29,435
52
Female
27,786
Single
4
PhD
null
42.695518
Urban
Premium
3
9
null
4
2024-06-23 15:21:39.104139
Poor
Yes
Rarely
House
306
29,436
62
Female
25,862
Single
1
Bachelor's
Unemployed
29.896913
Suburban
Comprehensive
0
17
805
1
2023-01-20 15:21:39.247098
Average
No
Weekly
Condo
49
29,437
57
Male
1,790
Married
null
Master's
Employed
17.865606
Urban
Premium
null
17
657
2
2024-06-20 15:21:39.250151
Poor
No
Weekly
Condo
2,109
29,438
52
Female
52,443
Single
3
Bachelor's
Unemployed
15.063711
Urban
Premium
0
0
603
1
2023-05-09 15:21:39.252145
Poor
Yes
Weekly
Condo
101
29,439
27
Male
17,054
Divorced
null
PhD
Self-Employed
25.390552
Suburban
Comprehensive
null
18
837
8
2022-05-15 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,269
29,440
58
Male
37,659
Single
2
PhD
Self-Employed
4.79045
Rural
Basic
null
9
805
9
2020-09-27 15:21:39.237118
Poor
No
Monthly
Condo
508
29,441
50
Male
142,910
Single
null
Bachelor's
Employed
36.622913
Suburban
Comprehensive
0
12
302
7
2024-06-12 15:21:39.236064
Average
Yes
Rarely
House
2,380
29,442
46
Male
31,005
Divorced
2
High School
null
45.640525
Rural
Premium
0
15
597
8
2024-01-29 15:21:39.096739
Average
No
Rarely
Condo
351
29,443
56
Male
56,827
Married
1
High School
Employed
17.080001
Urban
Comprehensive
null
16
302
4
2021-08-17 15:21:39.177724
Average
Yes
Rarely
House
487
29,444
30
Male
6,907
Married
4
High School
Self-Employed
25.25204
Rural
Premium
null
9
null
8
2023-03-13 15:21:39.134960
Average
Yes
Rarely
Condo
1,207
29,445
19
Female
47,999
Divorced
4
Bachelor's
null
14.758504
Urban
Premium
null
14
435
5
2019-10-10 15:21:39.091080
Average
Yes
Monthly
House
546
29,446
23
Female
87,591
Single
3
High School
null
36.569606
Suburban
Premium
0
13
498
3
2022-10-27 15:21:39.143708
Good
No
Weekly
Condo
28
29,447
47
Male
75,803
Divorced
3
Bachelor's
null
35.573426
Suburban
Premium
2
18
592
8
2024-02-29 15:21:39.288099
Good
No
Monthly
House
2,516
29,448
40
Female
706
Divorced
2
PhD
Self-Employed
10.053528
Suburban
Premium
2
15
582
2
2023-06-03 15:21:39.237118
Poor
No
Weekly
Apartment
1,062
29,449
43
Female
3,971
Divorced
0
Master's
Self-Employed
40.351233
Suburban
Comprehensive
0
4
829
2
2019-08-29 15:21:39.237118
Good
No
Rarely
Condo
471
29,450
53
Male
17,931
Married
1
Bachelor's
null
28.965134
Suburban
Basic
1
9
421
7
2021-10-05 15:21:39.119168
Average
No
Daily
Condo
2,004
29,451
56
Female
4,580
Single
4
High School
null
44.835691
Rural
Premium
null
16
476
1
2020-03-13 15:21:39.225916
Poor
Yes
Rarely
Apartment
790
29,452
45
Female
49,117
Divorced
4
High School
Unemployed
35.959019
Rural
Premium
0
5
337
5
2021-02-16 15:21:39.134960
Average
Yes
Daily
Apartment
876
29,453
37
Male
6,051
Single
1
Bachelor's
null
38.657965
Rural
Comprehensive
2
8
353
3
2024-05-06 15:21:39.105504
Average
No
Monthly
Apartment
925
29,454
18
Female
3,631
Divorced
0
Bachelor's
Self-Employed
32.341317
Suburban
Basic
2
2
447
1
2022-04-07 15:21:39.237118
Poor
No
Monthly
House
537
29,455
25
Male
26,596
Married
2
PhD
Self-Employed
21.752588
Urban
Comprehensive
0
8
715
5
2020-12-24 15:21:39.246098
Poor
No
Monthly
Apartment
893
29,456
57
Female
96,596
Divorced
3
High School
Employed
null
Rural
Comprehensive
0
13
776
1
2023-05-08 15:21:39.133866
Good
Yes
Daily
House
2,639
29,457
34
Female
28,408
Married
3
High School
Self-Employed
32.18574
Rural
Premium
null
3
489
8
2021-09-07 15:21:39.155231
Good
No
Weekly
House
945
29,458
43
Female
30,228
Divorced
3
High School
Self-Employed
7.957952
Urban
Basic
0
10
382
6
2023-01-12 15:21:39.178918
Poor
Yes
Rarely
Apartment
476
29,459
57
Male
31,005
Divorced
0
Bachelor's
Employed
7.065248
Suburban
Premium
null
8
379
1
2022-01-06 15:21:39.148733
Poor
Yes
Rarely
House
871
29,460
35
Male
3,122
Married
1
Bachelor's
Unemployed
13.72787
Urban
Comprehensive
2
8
457
5
2023-03-24 15:21:39.091080
Poor
No
Monthly
House
2,208
29,461
58
Female
5,547
Married
4
PhD
Unemployed
16.812426
Rural
Premium
null
12
594
3
2020-05-22 15:21:39.237118
Good
Yes
Weekly
Apartment
288
29,462
35
Female
14,743
Divorced
1
High School
null
29.829105
Suburban
Comprehensive
null
3
null
4
2023-03-15 15:21:39.168099
Average
No
Weekly
House
296
29,463
61
Female
119,063
Divorced
3
Bachelor's
Unemployed
23.610536
Rural
Comprehensive
1
15
446
2
2023-04-02 15:21:39.269494
Poor
Yes
Rarely
Condo
878
29,464
58
Male
2,840
Single
null
Master's
Employed
6.928287
Urban
Comprehensive
3
3
581
4
2019-11-30 15:21:39.134960
Good
Yes
Rarely
Apartment
1,317
29,465
49
Female
47,317
Married
1
High School
Unemployed
18.894379
Rural
Premium
null
1
591
9
2024-05-21 15:21:39.080440
Average
No
Rarely
Condo
364
29,466
49
Female
21,066
Married
1
Bachelor's
Self-Employed
24.912888
Suburban
Comprehensive
0
5
693
9
2023-08-05 15:21:39.155231
Good
No
Weekly
House
60
29,467
58
Male
71,894
Divorced
2
Master's
Employed
24.287725
Suburban
Basic
1
13
424
9
2023-06-07 15:21:39.151732
Good
Yes
Rarely
House
1,753
29,468
25
Female
15,380
Married
4
Bachelor's
Employed
40.836862
Urban
Comprehensive
0
16
null
5
2019-09-25 15:21:39.167099
Good
Yes
Weekly
House
2,537
29,469
46
Male
12,397
Married
1
Bachelor's
Unemployed
30.84323
Urban
Premium
null
9
616
1
2022-01-21 15:21:39.236064
Poor
Yes
Weekly
Apartment
221
29,470
23
Male
11,357
Single
3
Bachelor's
Self-Employed
31.791753
Urban
Basic
0
3
482
9
2019-10-08 15:21:39.279729
Average
No
Daily
Apartment
553
29,471
52
Female
null
Divorced
3
High School
Employed
24.948736
Suburban
Comprehensive
null
2
687
2
2022-09-15 15:21:39.152732
Poor
No
Rarely
Apartment
100
29,472
35
Female
58,938
Married
2
High School
Employed
3.991023
Urban
Premium
0
0
null
3
2022-02-07 15:21:39.259788
Poor
Yes
Rarely
Apartment
362
29,473
50
Female
15,585
Single
0
Master's
Unemployed
37.592375
Rural
Comprehensive
2
9
553
1
2020-06-08 15:21:39.192212
Poor
No
Rarely
Condo
1,271
29,474
52
Female
1,066
Single
2
Bachelor's
null
39.132696
Rural
Comprehensive
1
11
447
9
2022-10-29 15:21:39.237118
Poor
Yes
Daily
Apartment
877
29,475
32
Male
20,243
Married
null
Master's
Unemployed
10.837453
Rural
Premium
0
18
694
8
2022-12-14 15:21:39.086123
Average
Yes
Weekly
Condo
716
29,476
60
Female
10,179
Single
1
Master's
Employed
22.547879
Urban
Comprehensive
2
2
595
6
2020-04-11 15:21:39.134960
Poor
Yes
Weekly
House
387
29,477
47
Female
25,790
Single
1
High School
Employed
32.365716
Suburban
Comprehensive
2
10
583
4
2022-06-05 15:21:39.205850
Poor
Yes
Daily
Apartment
688
29,478
34
Female
59,800
Divorced
4
High School
Unemployed
8.493059
Suburban
Premium
0
11
309
4
2023-11-28 15:21:39.256696
Poor
No
Daily
Apartment
1,512
29,479
26
Male
20,995
Single
null
Bachelor's
Unemployed
37.145089
Rural
Premium
null
8
637
5
2023-08-17 15:21:39.226954
Average
Yes
Monthly
Apartment
493
29,480
41
Female
8,892
Divorced
null
Master's
null
11.566775
Urban
Basic
1
19
null
9
2022-05-30 15:21:39.155231
Good
No
Rarely
Apartment
1,294
29,481
53
Female
2,496
Single
0
Master's
null
43.722296
Rural
Comprehensive
3
14
566
5
2020-08-04 15:21:39.155231
Average
Yes
Rarely
Condo
930
29,482
31
Female
14,723
Married
4
Master's
Self-Employed
8.624244
Rural
Premium
0
8
804
4
2022-07-21 15:21:39.134960
Average
Yes
Weekly
Apartment
2,474
29,483
60
Male
4,909
Married
2
Bachelor's
null
null
Suburban
Premium
0
2
516
2
2022-06-14 15:21:39.134960
Poor
Yes
Rarely
Condo
1,453
29,484
30
Female
42,182
Married
0
PhD
Unemployed
16.278043
Suburban
Comprehensive
0
10
536
8
2020-08-26 15:21:39.130190
Good
Yes
Rarely
Apartment
704
29,485
57
Male
34,916
Married
0
PhD
null
16.069647
Rural
Comprehensive
0
8
730
3
2024-06-23 15:21:39.131192
Good
Yes
Monthly
House
1,196
29,486
40
Female
26,321
Married
null
PhD
null
12.906705
Suburban
Basic
0
19
null
1
2021-04-25 15:21:39.172097
Average
No
Monthly
Condo
1,857
29,487
35
Male
1,661
Single
null
High School
Unemployed
37.626929
Suburban
Premium
0
12
310
9
2023-06-13 15:21:39.252145
Poor
No
Daily
House
1,875
29,488
25
Female
null
Divorced
1
High School
Employed
8.784852
Suburban
Comprehensive
0
14
327
1
2022-12-25 15:21:39.207847
Average
Yes
Weekly
House
1,725
29,489
19
Male
60,960
Married
1
Bachelor's
Self-Employed
7.2757
Rural
Comprehensive
2
9
817
6
2022-07-25 15:21:39.155231
Poor
No
Daily
Condo
37
29,490
57
Female
null
Married
2
High School
Unemployed
11.515422
Rural
Premium
1
0
400
4
2021-08-01 15:21:39.134960
Good
No
Rarely
Apartment
1,628
29,491
44
Male
6,011
Single
3
Bachelor's
Unemployed
49.056715
Rural
Comprehensive
null
11
662
5
2024-02-21 15:21:39.172097
Poor
No
Weekly
Apartment
822
29,492
31
Male
394
Single
1
PhD
Self-Employed
42.551621
Rural
Comprehensive
2
1
null
1
2022-02-20 15:21:39.112553
Average
No
Weekly
House
2,031
29,493
58
Female
11,130
Married
3
PhD
null
null
Rural
Basic
0
10
324
4
2020-08-21 15:21:39.094752
Average
No
Monthly
Apartment
674
29,494
28
Male
6,092
Single
0
High School
Unemployed
28.869031
Suburban
Basic
5
5
662
4
2024-05-18 15:21:39.134960
Good
No
Daily
House
711
29,495
56
Female
16,087
Married
null
PhD
Employed
5.83343
Suburban
Basic
null
1
746
9
2021-04-27 15:21:39.084065
Average
Yes
Weekly
House
517
29,496
50
Female
26,369
Single
0
High School
Self-Employed
39.24677
Rural
Basic
0
6
473
9
2020-11-12 15:21:39.176717
Average
No
Monthly
Condo
581
29,497
51
Male
2,714
Single
2
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
9
466
9
2023-10-18 15:21:39.231531
Poor
Yes
Weekly
Apartment
1,302
29,498
35
Male
44,937
Single
3
Bachelor's
Self-Employed
27.967938
Urban
Basic
null
3
748
5
2022-10-24 15:21:39.226954
Average
No
Weekly
Condo
724
29,499
23
Male
23,168
Single
null
High School
Self-Employed
27.676315
Rural
Basic
3
15
679
3
2021-07-31 15:21:39.231531
Good
No
Weekly
Apartment
618