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
53,600
45
Female
2,458
Single
null
Master's
null
10.099534
Urban
Basic
null
14
529
6
2021-08-02 15:21:39.188220
null
No
Rarely
House
1,438
53,601
43
Female
899
Divorced
4
Master's
null
19.691836
Suburban
Premium
0
19
577
9
2021-10-28 15:21:39.134960
Poor
No
Weekly
Apartment
2,466
53,602
44
Female
5,511
Single
1
Master's
null
15.135064
Rural
Basic
2
6
826
1
2020-01-06 15:21:39.188220
Poor
No
Rarely
Condo
793
53,603
59
Male
6,517
Married
1
High School
null
null
Rural
Comprehensive
0
17
586
8
2023-10-30 15:21:39.147735
Good
Yes
Monthly
House
941
53,604
58
Female
28,555
Divorced
1
Bachelor's
Employed
46.742984
Suburban
Basic
null
16
661
9
2022-11-14 15:21:39.147735
Good
Yes
Rarely
Apartment
537
53,605
47
Female
83,311
Divorced
0
Bachelor's
null
15.853011
Rural
Comprehensive
2
13
459
8
2020-12-04 15:21:39.155231
Poor
No
Daily
House
1,162
53,606
39
Female
20,495
Married
1
Master's
Employed
8.020839
Urban
Basic
0
11
713
6
2019-09-25 15:21:39.223901
Good
No
Monthly
Apartment
949
53,607
23
Female
23,982
Divorced
2
PhD
Unemployed
20.397085
Suburban
Comprehensive
1
16
579
4
2021-03-04 15:21:39.079128
Average
Yes
Weekly
Apartment
2,087
53,608
50
Male
4,071
Married
3
Bachelor's
Employed
35.390439
Rural
Basic
3
17
746
2
2023-08-22 15:21:39.089116
Average
No
Monthly
Condo
27
53,609
22
Female
123,761
Single
1
Bachelor's
Employed
33.279538
Rural
Basic
null
16
467
1
2019-10-12 15:21:39.081504
Poor
Yes
Daily
House
3,797
53,610
39
Female
8,097
Married
0
PhD
null
31.294905
Urban
Basic
1
18
829
2
2020-09-07 15:21:39.272456
Poor
Yes
Weekly
House
1,040
53,611
46
Female
91,664
Divorced
4
Bachelor's
null
22.93958
Urban
Comprehensive
1
3
364
8
2024-03-04 15:21:39.131192
Good
No
Rarely
Condo
1,915
53,612
29
Female
14,344
Single
3
Bachelor's
Unemployed
9.891747
Suburban
Comprehensive
1
13
441
2
2021-08-18 15:21:39.237118
Good
No
Daily
Apartment
823
53,613
null
Female
38,284
Single
1
PhD
Employed
null
Rural
Comprehensive
0
14
807
2
2022-08-15 15:21:39.155231
Average
No
Rarely
Condo
1,275
53,614
58
Female
30,991
Married
0
Bachelor's
Self-Employed
32.958391
Urban
Comprehensive
1
18
725
2
2021-04-06 15:21:39.175719
Poor
Yes
Monthly
House
715
53,615
55
Female
1,269
Married
3
PhD
null
30.635833
Rural
Basic
3
4
null
6
2020-12-04 15:21:39.134960
Good
No
Weekly
Condo
639
53,616
18
Female
64,918
Divorced
3
Master's
null
13.686215
Suburban
Comprehensive
1
12
567
9
2023-02-09 15:21:39.287115
Good
No
Daily
Condo
381
53,617
24
Female
37,647
Single
0
PhD
Unemployed
16.164769
Rural
Basic
null
6
719
9
2021-08-25 15:21:39.237118
Poor
Yes
Monthly
Condo
1,029
53,618
18
Male
81,805
Divorced
0
Master's
Self-Employed
36.566893
Rural
Basic
null
10
397
6
2021-02-27 15:21:39.128286
Good
Yes
Daily
Condo
1,591
53,619
61
Male
1,523
Divorced
4
High School
null
33.362039
Suburban
Basic
0
15
426
2
2024-04-07 15:21:39.196387
Good
Yes
Weekly
House
1,426
53,620
36
Male
8,247
Divorced
1
High School
null
32.187861
Suburban
Comprehensive
null
16
502
7
2020-07-20 15:21:39.151732
Poor
No
Daily
Condo
207
53,621
39
Male
28,312
Divorced
0
High School
Employed
12.977765
Urban
Comprehensive
3
14
530
3
2024-03-21 15:21:39.228521
Good
No
Daily
House
75
53,622
30
Female
16,053
Married
null
Bachelor's
null
34.151213
Suburban
Premium
0
9
735
8
2023-02-11 15:21:39.121169
Good
Yes
Weekly
Condo
586
53,623
32
Female
null
Divorced
1
Master's
null
3.914891
Urban
Basic
0
0
433
3
2019-09-23 15:21:39.264504
Good
Yes
Monthly
Condo
1,533
53,624
51
Male
10,084
Single
1
PhD
Employed
25.796594
Urban
Comprehensive
null
9
381
8
2021-08-22 15:21:39.244069
Good
No
Monthly
Apartment
1,559
53,625
61
Female
14,981
Single
4
PhD
Employed
23.151061
Rural
Comprehensive
0
8
538
8
2021-09-07 15:21:39.274993
Poor
No
Weekly
House
2,180
53,626
58
Female
35,730
Divorced
3
Master's
Self-Employed
27.371902
Rural
Basic
0
15
660
4
2024-01-29 15:21:39.221386
Good
Yes
Daily
House
805
53,627
39
Male
90,139
Single
3
PhD
null
null
Suburban
Basic
null
16
748
4
2022-12-22 15:21:39.151732
null
No
Weekly
House
263
53,628
45
Male
null
null
1
High School
Employed
35.438916
Rural
Premium
1
18
null
2
2023-01-13 15:21:39.205850
null
Yes
Monthly
Apartment
2,556
53,629
51
Male
72,350
Single
4
Master's
null
31.416021
Urban
Premium
0
18
474
3
2022-06-17 15:21:39.128175
Average
No
Rarely
House
181
53,630
49
Female
1,642
Divorced
1
High School
null
22.68367
Suburban
Basic
0
4
842
8
2022-11-12 15:21:39.092127
null
Yes
Weekly
Apartment
1,304
53,631
41
Male
35,407
Married
2
Bachelor's
Employed
11.428681
Urban
Basic
0
16
414
7
2023-02-03 15:21:39.126661
Good
No
Rarely
Apartment
2,420
53,632
30
Male
3,837
Married
3
Master's
Unemployed
16.296741
Suburban
Premium
null
3
594
7
2019-09-28 15:21:39.193945
Average
Yes
Daily
Apartment
3,365
53,633
18
Female
536
Married
2
High School
Unemployed
35.723519
Rural
Comprehensive
2
2
596
5
2023-12-30 15:21:39.282785
Average
Yes
Rarely
Condo
596
53,634
29
Male
23,430
Divorced
4
Master's
Self-Employed
3.878389
Rural
Premium
null
16
630
9
2020-04-10 15:21:39.231531
Poor
Yes
Daily
Apartment
671
53,635
29
Male
null
Single
2
Master's
Self-Employed
28.206944
Suburban
Comprehensive
null
6
607
7
2019-11-29 15:21:39.226954
Average
Yes
Rarely
House
123
53,636
63
Male
5,927
Married
1
PhD
null
14.758942
Suburban
Comprehensive
2
7
788
3
2022-05-24 15:21:39.209847
Average
No
Monthly
House
1,063
53,637
51
Female
null
Single
2
PhD
Employed
null
Suburban
Basic
null
7
454
8
2021-12-25 15:21:39.134960
Poor
No
Weekly
House
1,424
53,638
64
Female
9,764
Married
2
High School
Employed
23.49732
Urban
Premium
2
15
553
6
2023-11-26 15:21:39.237118
Good
No
Weekly
Apartment
447
53,639
31
Male
4,657
Single
2
PhD
Employed
25.364511
Urban
Basic
2
17
583
3
2020-04-03 15:21:39.177724
Good
Yes
Daily
Condo
273
53,640
55
Female
81,245
Divorced
3
Bachelor's
null
22.945313
Urban
Basic
0
9
542
4
2021-03-16 15:21:39.155231
Poor
Yes
Monthly
Condo
381
53,641
40
Female
37,055
Married
2
Bachelor's
Unemployed
22.948168
Suburban
Comprehensive
0
8
519
3
2022-10-28 15:21:39.194829
Good
Yes
Daily
Apartment
1,444
53,642
26
Female
14,069
Single
3
Bachelor's
null
28.58695
Rural
Comprehensive
1
0
673
9
2022-10-22 15:21:39.126661
Average
No
Rarely
Apartment
1,147
53,643
29
Male
1,509
Divorced
2
PhD
Employed
49.927365
Suburban
Premium
0
4
null
1
2023-02-23 15:21:39.143613
Poor
Yes
Monthly
Condo
3,321
53,644
47
Female
99,826
Divorced
1
Bachelor's
Unemployed
17.795736
Suburban
Comprehensive
null
13
372
4
2023-02-22 15:21:39.151732
Poor
Yes
Weekly
Apartment
1,329
53,645
56
Female
62,755
Divorced
4
Master's
Self-Employed
34.822389
Suburban
Comprehensive
0
12
542
9
2022-05-24 15:21:39.276901
Poor
Yes
Rarely
Condo
100
53,646
30
Female
72,284
Single
1
High School
Unemployed
47.84413
Rural
Comprehensive
2
16
438
4
2023-03-19 15:21:39.082499
Average
No
Monthly
Apartment
1,111
53,647
62
Female
44,100
Married
3
High School
Employed
27.858606
Rural
Premium
0
10
629
8
2020-08-22 15:21:39.194829
Average
Yes
Monthly
Apartment
62
53,648
36
Male
24,753
Single
0
PhD
Unemployed
53.974864
Urban
Basic
null
1
714
7
2019-11-13 15:21:39.244069
Average
No
Weekly
Apartment
1,185
53,649
64
Male
4,817
Married
0
Bachelor's
Employed
43.837759
Suburban
Basic
null
4
null
8
2019-10-31 15:21:39.155231
Average
No
Weekly
Apartment
1,722
53,650
56
Male
null
Divorced
null
PhD
Unemployed
51.587619
Suburban
Basic
null
7
477
2
2019-09-24 15:21:39.146733
Poor
No
Monthly
Apartment
438
53,651
48
Male
1,753
Divorced
4
High School
Unemployed
38.547677
Rural
Premium
0
6
316
8
2020-06-29 15:21:39.231531
Good
Yes
Weekly
Apartment
1,140
53,652
35
Female
26,603
Married
2
Bachelor's
Self-Employed
16.9444
Rural
Premium
2
14
363
9
2020-12-26 15:21:39.174719
Poor
No
Weekly
Apartment
719
53,653
60
Male
18,792
Married
3
Bachelor's
null
19.624839
Suburban
Comprehensive
1
0
791
8
2022-06-20 15:21:39.218388
Average
No
Weekly
Apartment
1,696
53,654
29
Male
17,098
Single
4
Master's
Unemployed
26.796507
Suburban
Basic
0
13
623
6
2021-10-29 15:21:39.122134
Good
Yes
Weekly
Apartment
1,987
53,655
24
Female
6,964
Divorced
2
PhD
Self-Employed
14.395748
Rural
Comprehensive
0
11
null
9
2023-09-19 15:21:39.250151
Average
Yes
Daily
House
721
53,656
64
Male
118,513
Single
1
Bachelor's
Employed
14.895351
Urban
Basic
3
17
400
1
2020-10-19 15:21:39.146733
Average
Yes
Daily
House
436
53,657
54
Male
35,321
Single
0
High School
Unemployed
16.894863
Suburban
Premium
0
15
null
3
2024-04-12 15:21:39.134960
Poor
Yes
Weekly
House
393
53,658
42
Female
24,355
Single
1
Bachelor's
Employed
13.72787
Rural
Comprehensive
null
19
457
4
2021-09-07 15:21:39.182597
Good
No
Monthly
House
86
53,659
25
Male
43,068
null
null
Bachelor's
Unemployed
10.303518
Rural
Basic
2
12
688
9
2021-07-19 15:21:39.266452
Poor
No
Monthly
House
582
53,660
25
Female
17,658
Single
1
Bachelor's
null
39.44642
Suburban
Premium
2
10
586
1
2022-02-27 15:21:39.134960
Poor
No
Rarely
Condo
2,517
53,661
23
Female
54,959
Married
null
High School
Employed
49.886874
Rural
Comprehensive
1
12
394
1
2024-05-12 15:21:39.164044
null
Yes
Daily
Condo
2,894
53,662
48
Female
33,177
Divorced
null
PhD
Self-Employed
24.945164
Urban
Premium
1
0
542
8
2022-05-07 15:21:39.087123
Average
No
Weekly
House
531
53,663
49
Male
null
Single
0
Bachelor's
null
36.73966
Rural
Premium
0
17
565
1
2023-10-04 15:21:39.134960
Good
Yes
Rarely
Condo
393
53,664
60
Male
5,560
Divorced
2
High School
Unemployed
24.333535
Urban
Comprehensive
1
5
null
6
2019-09-13 15:21:39.267454
Average
No
Monthly
House
706
53,665
37
Male
6,094
Married
2
Bachelor's
null
15.857321
Rural
Comprehensive
null
19
781
5
2023-04-19 15:21:39.274993
Average
Yes
Rarely
Condo
772
53,666
62
Female
26,700
Divorced
0
Master's
Self-Employed
14.771101
Urban
Premium
1
1
607
8
2022-10-09 15:21:39.134960
Average
No
Weekly
Condo
812
53,667
61
Male
131,182
Single
2
PhD
null
27.769469
Rural
Basic
null
6
695
5
2021-01-12 15:21:39.172097
Average
Yes
Weekly
Condo
332
53,668
64
Male
42,670
Divorced
3
PhD
null
16.947138
Urban
Premium
null
12
799
8
2022-12-20 15:21:39.254678
Good
Yes
Rarely
House
812
53,669
53
Male
8,072
Single
1
Bachelor's
Unemployed
27.076776
Urban
Premium
null
5
742
3
2022-05-20 15:21:39.256696
Good
No
Daily
House
1,071
53,670
32
Female
96,495
Divorced
1
High School
null
8.619146
Urban
Premium
1
6
435
3
2021-05-10 15:21:39.204790
Good
Yes
Monthly
House
1,049
53,671
29
Female
null
Single
2
PhD
null
18.734233
Suburban
Basic
2
18
398
5
2021-06-08 15:21:39.134960
Good
No
Daily
House
1,312
53,672
29
Male
1,877
Divorced
3
PhD
null
16.794629
Rural
Comprehensive
0
19
537
1
2022-07-20 15:21:39.146733
Poor
No
Monthly
Condo
2,871
53,673
38
Male
42,444
Divorced
1
Bachelor's
Employed
18.739221
Rural
Comprehensive
0
19
531
3
2021-09-05 15:21:39.155231
Good
Yes
Monthly
House
26
53,674
61
Male
131,772
Divorced
2
Bachelor's
Unemployed
7.858608
Suburban
Comprehensive
2
3
433
9
2022-03-04 15:21:39.131192
Poor
No
Daily
Apartment
2,516
53,675
49
Male
24,931
Single
1
PhD
Self-Employed
24.955133
Rural
Premium
null
14
523
4
2020-06-17 15:21:39.289099
Poor
Yes
Weekly
Apartment
2,433
53,676
50
Female
5,548
Married
0
PhD
Self-Employed
23.890505
Suburban
Comprehensive
0
10
420
7
2022-11-13 15:21:39.134960
Good
Yes
Weekly
House
1,211
53,677
58
Female
16,881
Single
2
High School
Unemployed
36.001102
Urban
Basic
1
19
788
8
2019-12-25 15:21:39.236064
Average
No
Weekly
Condo
1,186
53,678
31
Male
43,426
Divorced
4
Master's
Unemployed
27.724252
Urban
Premium
1
11
688
7
2021-10-01 15:21:39.216387
Good
No
Monthly
House
537
53,679
64
Male
17,444
Married
3
PhD
Unemployed
29.525329
Suburban
Premium
null
3
641
9
2022-07-09 15:21:39.081504
Good
No
Daily
House
209
53,680
28
Female
3,067
Single
1
PhD
Employed
23.094265
Urban
Comprehensive
2
16
811
3
2022-05-18 15:21:39.134960
Average
Yes
Rarely
House
860
53,681
49
Female
937
Single
3
High School
Self-Employed
11.078642
Urban
Comprehensive
2
4
704
5
2020-10-06 15:21:39.271453
Poor
No
Daily
Apartment
4,538
53,682
51
Female
17,114
Single
3
Master's
Employed
22.924705
Urban
Premium
1
2
825
1
2021-03-25 15:21:39.285112
Average
Yes
Daily
Apartment
2,641
53,683
24
Male
14,961
Divorced
4
High School
null
19.726249
Suburban
Premium
1
14
690
2
2022-08-30 15:21:39.204790
Good
No
Daily
House
1,241
53,684
18
Female
45,954
Divorced
3
High School
Employed
35.868582
Urban
Basic
0
6
551
6
2021-01-13 15:21:39.111551
Poor
Yes
Rarely
House
706
53,685
28
Female
127,733
Single
0
High School
Employed
9.338973
Rural
Premium
0
3
615
8
2023-05-26 15:21:39.272456
Poor
Yes
Weekly
House
255
53,686
52
Male
82,591
Divorced
4
Master's
Unemployed
26.16335
Rural
Basic
null
5
409
8
2020-11-07 15:21:39.175719
null
No
Weekly
Condo
47
53,687
57
Female
31,006
Single
0
Bachelor's
Employed
31.540839
Urban
Basic
0
8
673
8
2022-08-10 15:21:39.147735
Average
No
Rarely
House
1,556
53,688
40
Male
100,569
Divorced
3
Bachelor's
Unemployed
17.187564
Rural
Premium
3
16
578
4
2022-08-01 15:21:39.164044
null
No
Monthly
House
3,468
53,689
43
Male
876
Married
4
PhD
Unemployed
13.567283
Urban
Premium
0
15
837
1
2019-09-27 15:21:39.288099
Good
No
Weekly
Apartment
36
53,690
33
Female
35,240
Single
1
Bachelor's
Employed
null
Urban
Comprehensive
1
11
776
4
2021-02-13 15:21:39.171102
Poor
Yes
Monthly
House
1,522
53,691
24
Female
24,947
Married
3
Master's
Unemployed
23.506834
Suburban
Basic
null
11
null
6
2022-12-08 15:21:39.155231
Poor
No
Daily
House
1,297
53,692
19
Female
77,950
Married
4
Master's
Unemployed
46.240114
Suburban
Basic
2
14
463
2
2024-04-16 15:21:39.176717
Poor
Yes
Weekly
Condo
23
53,693
23
Male
51,574
Divorced
4
High School
Unemployed
47.395416
Suburban
Premium
1
15
434
2
2020-07-14 15:21:39.273973
Average
No
Daily
House
1,273
53,694
58
Female
null
Single
4
Master's
Self-Employed
22.954527
Urban
Basic
null
7
498
9
2020-12-26 15:21:39.272456
Poor
No
Weekly
House
30
53,695
33
Female
137,950
Divorced
2
High School
Employed
null
Urban
Premium
1
19
557
3
2020-02-22 15:21:39.081504
null
No
Rarely
House
668
53,696
24
Male
21,267
Married
0
PhD
Employed
25.424928
Rural
Comprehensive
0
11
609
6
2023-08-24 15:21:39.134960
Poor
Yes
Rarely
Condo
212
53,697
64
Male
2,368
Married
2
Master's
Unemployed
24.039594
Suburban
Comprehensive
1
15
538
9
2023-08-09 15:21:39.235012
Poor
Yes
Daily
House
169
53,698
51
Male
36,268
Married
4
High School
null
3.7299
Rural
Premium
null
5
727
2
2024-02-06 15:21:39.207847
Poor
Yes
Monthly
Condo
789
53,699
48
Male
5,309
Married
1
High School
null
14.242396
Urban
Comprehensive
null
1
328
2
2020-04-01 15:21:39.219432
Poor
No
Rarely
Apartment
431