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
1,170,400
38
Male
43,924
Divorced
2
High School
Unemployed
44.620602
Suburban
Premium
null
8
344
5
2022-01-24 15:21:39.192212
Good
Yes
Daily
Apartment
2,760
1,170,401
44
Female
55,424
null
3
Bachelor's
Self-Employed
39.148969
Urban
Premium
3
14
null
6
2024-08-15 15:21:39.273973
Poor
No
Daily
Apartment
893
1,170,402
35
Male
798
Divorced
1
Master's
null
47.859074
Urban
Premium
null
9
796
5
2023-11-27 15:21:39.155231
Good
Yes
Monthly
Condo
2,854
1,170,403
28
Male
33,506
Single
1
PhD
Self-Employed
40.443682
Suburban
Basic
0
8
null
3
2024-05-18 15:21:39.231531
Poor
Yes
Weekly
Condo
582
1,170,404
36
Female
14,883
Single
0
High School
null
43.332626
Rural
Comprehensive
1
11
577
8
2019-10-06 15:21:39.223901
Good
No
Weekly
House
1,452
1,170,405
44
Male
75,589
Married
2
Bachelor's
Self-Employed
null
Urban
Premium
1
18
716
4
2021-07-18 15:21:39.236064
Good
Yes
Rarely
Condo
3,138
1,170,406
25
Male
16,274
Married
3
PhD
Unemployed
33.007538
Rural
Premium
1
2
801
5
2020-09-25 15:21:39.105504
Poor
Yes
Weekly
House
2,729
1,170,407
45
Female
46,230
Single
0
Master's
Self-Employed
15.625624
Suburban
Basic
2
3
766
5
2023-11-26 15:21:39.091080
Average
No
Monthly
Apartment
1,460
1,170,408
63
Female
63,182
Single
2
High School
Self-Employed
42.895236
Urban
Basic
0
6
756
9
2024-06-21 15:21:39.165120
Average
Yes
Rarely
Apartment
63
1,170,409
20
Female
1,178
Single
0
High School
Employed
28.369639
Urban
Premium
2
6
594
6
2023-12-07 15:21:39.164044
Poor
Yes
Rarely
Apartment
766
1,170,410
37
Female
42,505
Single
null
High School
Self-Employed
35.57894
Urban
Comprehensive
1
19
671
8
2022-09-26 15:21:39.176717
Average
No
Monthly
Apartment
718
1,170,411
26
Female
73,660
Married
4
PhD
null
28.096671
Rural
Comprehensive
null
18
567
8
2021-05-05 15:21:39.188220
Poor
Yes
Daily
House
127
1,170,412
47
Male
29,078
Divorced
3
Master's
Employed
23.948987
Rural
Premium
null
12
438
4
2022-03-25 15:21:39.084065
null
No
Rarely
Condo
1,804
1,170,413
24
Male
33,262
Married
4
Master's
null
3.783615
Urban
Comprehensive
0
4
462
9
2020-01-28 15:21:39.134960
null
No
Daily
Apartment
677
1,170,414
21
Female
14,054
Divorced
null
Master's
Employed
14.581029
Rural
Premium
0
8
null
8
2020-05-24 15:21:39.134960
Poor
No
Daily
Condo
648
1,170,415
50
Female
null
Divorced
1
High School
null
51.912468
Rural
Premium
1
15
742
7
2024-03-10 15:21:39.190215
Average
Yes
Monthly
House
590
1,170,416
41
Female
38,360
Single
3
Bachelor's
Employed
18.923819
Rural
Premium
null
14
449
2
2019-12-17 15:21:39.094752
Poor
No
Daily
Condo
955
1,170,417
21
Male
61,227
Married
2
Master's
Unemployed
33.594739
Urban
Comprehensive
null
8
429
4
2023-09-10 15:21:39.166062
Good
Yes
Rarely
Condo
1,616
1,170,418
36
Male
40,642
Divorced
4
Bachelor's
Self-Employed
20.96467
Suburban
Comprehensive
null
14
546
8
2021-10-25 15:21:39.134960
Poor
No
Daily
Condo
892
1,170,419
26
Female
13,268
Married
0
Bachelor's
Unemployed
31.917955
Urban
Comprehensive
null
11
808
8
2022-12-05 15:21:39.272456
Average
No
Daily
Condo
1,952
1,170,420
62
Male
123,841
Divorced
2
Master's
Employed
36.3388
Suburban
Premium
1
16
445
6
2022-01-06 15:21:39.199447
Good
Yes
Weekly
House
2,159
1,170,421
26
Female
7,073
Married
1
Master's
Self-Employed
27.23985
Rural
Comprehensive
1
16
524
4
2021-03-04 15:21:39.134960
Average
Yes
Weekly
Apartment
1,553
1,170,422
35
Male
74,093
Divorced
0
High School
null
14.593161
Urban
Premium
1
2
379
7
2021-06-07 15:21:39.228521
Good
No
Daily
Apartment
763
1,170,423
62
Male
140,564
Divorced
2
Bachelor's
Employed
29.879761
Suburban
Comprehensive
null
17
327
9
2021-06-17 15:21:39.193945
Good
Yes
Daily
House
1,724
1,170,424
38
Female
39,737
Divorced
3
Bachelor's
null
51.970646
Rural
Comprehensive
1
15
798
7
2021-12-18 15:21:39.289099
Poor
No
Monthly
House
55
1,170,425
null
Female
17,553
Divorced
3
Master's
null
29.120987
Urban
Comprehensive
2
18
479
9
2021-07-23 15:21:39.285112
Poor
No
Rarely
Apartment
2,200
1,170,426
55
Female
87,659
Single
4
High School
Self-Employed
36.824276
Rural
Premium
null
5
508
1
2023-10-24 15:21:39.202448
null
No
Weekly
Apartment
1,874
1,170,427
63
Male
46,320
Divorced
2
PhD
Unemployed
27.716261
Urban
Premium
0
8
null
3
2024-06-20 15:21:39.199447
Average
Yes
Daily
House
474
1,170,428
27
Female
31,214
Married
3
Master's
null
11.90899
Urban
Premium
0
2
821
3
2020-03-17 15:21:39.144722
Average
No
Monthly
House
976
1,170,429
32
Female
105,979
Divorced
1
Master's
Self-Employed
26.339819
Suburban
Basic
1
14
310
3
2020-01-01 15:21:39.264504
Average
Yes
Weekly
Condo
870
1,170,430
34
Female
9,315
Single
0
PhD
Unemployed
11.776805
Rural
Premium
1
13
709
4
2022-05-18 15:21:39.105504
Average
No
Monthly
Condo
1,209
1,170,431
58
Male
null
Married
2
High School
Self-Employed
15.07486
Rural
Premium
1
18
310
1
2023-05-16 15:21:39.274993
Good
Yes
Daily
House
427
1,170,432
null
Male
43,879
Married
4
Bachelor's
Unemployed
34.547287
Rural
Basic
2
6
519
7
2022-02-09 15:21:39.269494
Poor
No
Rarely
Apartment
1,506
1,170,433
55
Male
125,322
Single
1
PhD
null
17.297747
Suburban
Premium
1
15
430
3
2020-08-04 15:21:39.092127
Good
No
Rarely
House
813
1,170,434
29
Male
40,967
Married
3
Master's
Employed
17.263369
Urban
Premium
0
4
554
5
2023-05-16 15:21:39.134960
Poor
No
Monthly
House
746
1,170,435
37
Female
28,572
Divorced
3
High School
Self-Employed
18.395221
Urban
Premium
null
16
699
1
2023-01-08 15:21:39.155231
Poor
Yes
Daily
House
921
1,170,436
42
Female
17,086
Single
3
PhD
null
41.966807
Suburban
Premium
null
18
763
4
2020-08-10 15:21:39.134960
Good
No
Daily
Apartment
905
1,170,437
37
Female
8,416
Single
null
Master's
Self-Employed
16.272005
Suburban
Premium
4
9
null
5
2024-02-10 15:21:39.244069
Average
Yes
Weekly
Apartment
110
1,170,438
58
Female
50,082
Single
0
Bachelor's
null
18.925869
Urban
Premium
2
5
523
3
2023-01-11 15:21:39.283783
Poor
No
Monthly
Condo
364
1,170,439
38
Female
3,062
Divorced
0
Bachelor's
Employed
13.71937
Rural
Comprehensive
1
16
507
4
2021-08-24 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,140
1,170,440
60
Male
24,986
Divorced
3
Bachelor's
Employed
34.664372
Rural
Basic
null
19
575
6
2020-11-02 15:21:39.134960
Average
No
Rarely
House
1,404
1,170,441
41
Female
16,076
Divorced
1
PhD
Employed
6.847778
Urban
Premium
0
0
null
3
2021-04-25 15:21:39.226954
Poor
No
Daily
Condo
801
1,170,442
36
Male
3,792
Single
3
Bachelor's
null
31.113498
Rural
Comprehensive
1
18
472
1
2023-12-06 15:21:39.117183
Good
Yes
Rarely
Apartment
486
1,170,443
29
Male
6,920
Divorced
3
Bachelor's
Employed
39.271414
Urban
Comprehensive
2
8
null
7
2021-08-14 15:21:39.155231
Good
Yes
Weekly
Condo
635
1,170,444
38
Male
28,701
Single
1
PhD
Employed
17.826559
Rural
Comprehensive
null
5
708
2
2021-11-06 15:21:39.255696
Poor
No
Weekly
Condo
337
1,170,445
52
Female
24,984
Divorced
3
PhD
null
16.84814
Suburban
Premium
0
4
346
1
2023-11-05 15:21:39.090124
Poor
No
Weekly
Apartment
859
1,170,446
36
Female
1,793
Married
4
High School
Unemployed
12.928534
Suburban
Comprehensive
null
5
562
9
2023-07-08 15:21:39.084065
Poor
Yes
Daily
Condo
2,359
1,170,447
43
Female
38,786
Married
3
Bachelor's
Self-Employed
48.338325
Urban
Comprehensive
0
0
814
5
2021-11-22 15:21:39.237118
Good
Yes
Weekly
Condo
2,234
1,170,448
33
Female
16,281
Divorced
0
High School
null
33.437646
Suburban
Basic
2
7
580
4
2022-01-20 15:21:39.102694
Average
No
Daily
Apartment
61
1,170,449
35
Female
4,540
Married
0
Bachelor's
null
39.882704
Rural
Premium
2
10
672
2
2020-09-11 15:21:39.204790
Good
No
Weekly
Condo
1,069
1,170,450
53
Female
11,036
Married
null
PhD
Employed
12.004776
Suburban
Premium
0
5
800
8
2021-03-05 15:21:39.237118
Poor
Yes
Daily
House
74
1,170,451
45
Female
43,750
Single
3
Bachelor's
Employed
15.936117
Rural
Basic
null
7
528
6
2020-12-29 15:21:39.134960
Good
No
Monthly
House
921
1,170,452
52
Male
148,987
Single
4
Bachelor's
Employed
28.868532
Urban
Comprehensive
null
4
424
5
2022-10-04 15:21:39.193945
Average
Yes
Monthly
House
385
1,170,453
40
Male
3,329
null
0
Master's
null
23.142922
Urban
Premium
1
16
711
2
2020-06-17 15:21:39.268507
Average
No
Weekly
House
799
1,170,454
53
Male
null
Single
0
Master's
Unemployed
51.959592
Suburban
Comprehensive
0
14
null
3
2023-05-03 15:21:39.134960
Poor
No
Weekly
Condo
1,439
1,170,455
57
Male
143,335
Married
2
PhD
Self-Employed
26.794052
Rural
Premium
null
13
394
7
2022-10-02 15:21:39.129190
Poor
Yes
Weekly
Apartment
1,306
1,170,456
39
Male
19,566
Divorced
0
High School
null
37.893232
Suburban
Premium
null
15
820
6
2020-11-11 15:21:39.134960
Average
Yes
Rarely
Condo
916
1,170,457
null
Female
40,732
Divorced
null
High School
Self-Employed
28.234597
Suburban
Basic
1
10
807
7
2019-11-07 15:21:39.155231
Good
No
Rarely
House
407
1,170,458
58
Female
135,985
null
0
PhD
null
23.733615
Rural
Premium
2
10
457
1
2023-08-17 15:21:39.267454
Poor
No
Weekly
Apartment
2,446
1,170,459
20
Male
30,861
Divorced
4
PhD
Unemployed
21.094768
Suburban
Comprehensive
1
0
776
7
2020-05-27 15:21:39.223901
Poor
Yes
Rarely
Apartment
688
1,170,460
29
Female
4,315
Married
2
PhD
Employed
19.574903
Urban
Basic
null
3
391
7
2024-01-28 15:21:39.265513
Poor
No
Rarely
House
146
1,170,461
48
Female
15,585
Divorced
3
PhD
Employed
21.944117
Urban
Comprehensive
null
1
539
4
2020-10-05 15:21:39.182597
Average
No
Weekly
Apartment
471
1,170,462
39
Female
2,890
Single
2
PhD
null
15.753761
Rural
Comprehensive
2
13
611
6
2021-05-18 15:21:39.092127
Good
No
Monthly
Condo
919
1,170,463
22
Female
72,395
Married
0
High School
Employed
34.738729
Suburban
Basic
null
3
430
5
2023-06-29 15:21:39.250151
Poor
No
Daily
Condo
776
1,170,464
29
Female
null
Divorced
1
High School
Unemployed
17.394824
Rural
Comprehensive
0
4
484
9
2020-04-20 15:21:39.177724
Average
No
Weekly
House
27
1,170,465
44
Female
3,062
Married
2
Master's
Self-Employed
40.160978
Urban
Comprehensive
0
16
578
8
2022-09-05 15:21:39.164044
Poor
No
Weekly
Condo
3,313
1,170,466
28
Female
108,633
Single
1
High School
null
17.936608
Suburban
Basic
1
12
467
2
2019-12-24 15:21:39.155231
Good
No
Rarely
Apartment
150
1,170,467
30
Female
100,929
Single
2
Master's
Employed
32.455437
Urban
Premium
null
4
734
5
2022-03-29 15:21:39.124659
Poor
Yes
Rarely
Apartment
48
1,170,468
30
Female
106,532
Married
1
High School
null
25.83718
Rural
Premium
0
19
368
5
2022-03-06 15:21:39.228521
Average
Yes
Daily
Condo
25
1,170,469
33
Female
8,056
Single
4
Bachelor's
null
11.923299
Rural
Basic
1
17
616
5
2021-04-03 15:21:39.084065
Average
No
Rarely
House
1,258
1,170,470
35
Male
133,577
Married
3
Bachelor's
Self-Employed
18.390413
Suburban
Comprehensive
1
5
418
2
2021-10-01 15:21:39.079128
Poor
Yes
Daily
Apartment
1,076
1,170,471
18
Female
45
Divorced
null
High School
null
9.914996
Urban
Premium
0
8
358
2
2020-12-26 15:21:39.256696
Average
Yes
Rarely
Apartment
467
1,170,472
55
Female
5,857
Single
0
Master's
Employed
24.162569
Suburban
Comprehensive
2
10
405
5
2021-07-17 15:21:39.134960
Good
No
Monthly
House
2,921
1,170,473
49
Male
29,069
Married
3
Master's
null
39.77699
Rural
Basic
1
3
602
6
2021-06-17 15:21:39.273973
Poor
No
Monthly
House
1,426
1,170,474
23
Male
65,825
Single
1
Master's
Unemployed
36.332677
Rural
Comprehensive
0
2
440
2
2019-12-14 15:21:39.230483
Average
No
Monthly
Condo
839
1,170,475
39
Female
10,698
Divorced
2
High School
null
4.331812
Rural
Comprehensive
2
1
353
1
2020-10-12 15:21:39.179186
Poor
No
Monthly
Apartment
825
1,170,476
29
Male
87,013
Divorced
3
Master's
Self-Employed
26.253626
Suburban
Comprehensive
null
19
511
3
2021-03-16 15:21:39.196387
Average
Yes
Rarely
Condo
39
1,170,477
58
Male
13,982
Single
0
Master's
null
8.981261
Urban
Basic
1
19
653
7
2021-12-26 15:21:39.281787
Average
No
Weekly
Condo
597
1,170,478
64
Female
13,791
Divorced
4
PhD
Unemployed
null
Suburban
Basic
2
19
623
1
2022-12-20 15:21:39.155231
Average
No
Monthly
Apartment
719
1,170,479
40
Male
102,329
Divorced
1
Bachelor's
Employed
null
Rural
Comprehensive
1
17
488
5
2023-07-01 15:21:39.273973
Average
Yes
Weekly
House
1,388
1,170,480
46
Female
15,755
Married
4
PhD
null
45.976506
Urban
Comprehensive
null
17
340
6
2021-11-15 15:21:39.254678
Poor
No
Rarely
Apartment
1,630
1,170,481
52
Female
16,084
Divorced
0
PhD
Self-Employed
23.038505
Rural
Comprehensive
null
15
811
7
2023-09-03 15:21:39.102694
null
No
Rarely
Condo
1,609
1,170,482
58
Female
535
Married
0
PhD
Unemployed
null
Suburban
Premium
2
0
523
3
2023-12-13 15:21:39.122134
Poor
No
Rarely
Condo
1,764
1,170,483
39
Male
14,092
Single
2
PhD
Unemployed
7.439817
Urban
Comprehensive
null
8
705
3
2024-01-24 15:21:39.166062
Average
Yes
Daily
House
696
1,170,484
53
Female
21,236
Married
4
Bachelor's
null
21.567298
Suburban
Premium
null
17
822
6
2024-04-22 15:21:39.167099
Poor
Yes
Monthly
Apartment
571
1,170,485
62
Female
13,894
Single
3
High School
null
17.874019
Urban
Comprehensive
0
10
535
9
2021-11-18 15:21:39.237118
Average
No
Daily
House
261
1,170,486
61
Male
11,870
Single
1
Bachelor's
Employed
29.413838
Urban
Basic
0
18
663
3
2020-03-23 15:21:39.237118
Good
Yes
Monthly
House
482
1,170,487
31
Male
5,983
Married
null
High School
Unemployed
44.958289
Urban
Premium
0
4
761
7
2023-07-13 15:21:39.184157
Good
No
Monthly
House
619
1,170,488
51
Female
52,695
Divorced
3
Master's
null
40.583424
Suburban
Premium
null
12
515
9
2024-02-27 15:21:39.172097
null
No
Daily
Condo
2,580
1,170,489
19
Female
4,834
Married
3
Master's
Self-Employed
47.769578
Rural
Basic
null
10
672
9
2024-04-25 15:21:39.091080
Average
No
Daily
Apartment
2,901
1,170,490
49
Male
28,074
Married
3
Bachelor's
Self-Employed
9.890229
Rural
Comprehensive
2
7
626
4
2019-12-27 15:21:39.237118
Good
Yes
Daily
Condo
1,465
1,170,491
18
Female
11,991
Married
2
Bachelor's
Employed
9.79892
Rural
Comprehensive
null
1
759
7
2019-08-26 15:21:39.175719
Good
No
Daily
House
1,262
1,170,492
26
Female
78,876
Divorced
1
High School
null
4.52452
Suburban
Basic
2
6
641
3
2020-10-28 15:21:39.272456
Average
No
Monthly
Apartment
155
1,170,493
58
Female
33,221
Divorced
4
PhD
null
50.908461
Suburban
Premium
1
14
689
8
2021-03-08 15:21:39.283783
Poor
No
Daily
Condo
906
1,170,494
61
Male
5,672
Single
0
High School
Unemployed
18.564449
Suburban
Premium
null
6
657
7
2021-11-11 15:21:39.134960
Average
No
Daily
Condo
1,100
1,170,495
32
Male
1,399
Married
4
High School
Unemployed
31.908458
Rural
Premium
1
18
506
1
2019-10-21 15:21:39.131192
Poor
Yes
Monthly
Condo
661
1,170,496
59
Female
16,082
Divorced
3
High School
Unemployed
35.360041
Urban
Comprehensive
null
16
562
2
2024-04-19 15:21:39.236064
Poor
No
Weekly
Apartment
1,875
1,170,497
55
Female
18,306
Divorced
2
PhD
Unemployed
38.02932
Suburban
Premium
0
14
719
4
2023-03-05 15:21:39.279729
Poor
Yes
Rarely
Condo
1,114
1,170,498
24
Male
439
Single
1
Bachelor's
null
7.096224
Urban
Basic
1
3
704
5
2023-11-06 15:21:39.209847
Good
No
Rarely
House
2,353
1,170,499
43
Male
133,313
Married
1
Master's
null
12.270961
Rural
Basic
1
1
543
2
2023-01-17 15:21:39.155231
Good
Yes
Weekly
Condo
119