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
38,800
39
Female
24,359
Married
1
Bachelor's
Unemployed
10.171408
Urban
Comprehensive
null
12
null
6
2022-05-17 15:21:39.098696
Average
Yes
Weekly
Apartment
1,089
38,801
19
Female
113,106
Single
3
PhD
Employed
51.885406
Urban
Comprehensive
1
18
613
9
2024-01-05 15:21:39.259788
Poor
Yes
Daily
Condo
1,280
38,802
62
Male
17,183
Single
3
Master's
Unemployed
27.05767
Urban
Comprehensive
0
8
537
8
2020-01-02 15:21:39.176717
Good
Yes
Daily
Apartment
707
38,803
29
Female
31,768
Married
4
Bachelor's
Unemployed
20.714915
Rural
Comprehensive
2
13
null
2
2021-03-17 15:21:39.112553
Poor
No
Weekly
Apartment
1,830
38,804
64
Male
4,564
Divorced
3
Master's
Employed
21.4188
Urban
Premium
1
18
422
8
2021-12-10 15:21:39.134960
Average
No
Rarely
House
94
38,805
58
Male
12,894
Married
1
PhD
null
18.624234
Suburban
Comprehensive
null
17
729
1
2023-11-09 15:21:39.155231
Poor
Yes
Daily
Condo
1,211
38,806
40
Male
739
Married
2
Master's
null
22.723404
Suburban
Basic
2
18
498
3
2023-03-03 15:21:39.198406
Poor
No
Monthly
Apartment
818
38,807
64
Female
34,348
Divorced
2
Bachelor's
Employed
38.018842
Rural
Basic
null
2
511
9
2023-05-31 15:21:39.134960
Good
Yes
Weekly
House
964
38,808
21
Female
12,983
Married
0
Bachelor's
Unemployed
23.333527
Suburban
Basic
null
6
613
3
2022-09-11 15:21:39.271453
Poor
No
Weekly
House
681
38,809
53
Male
1,845
Married
0
High School
null
22.756077
Rural
Comprehensive
0
8
518
5
2023-03-15 15:21:39.155231
Good
Yes
Daily
Apartment
37
38,810
33
Male
10,063
Divorced
null
Master's
Self-Employed
13.691405
Urban
Comprehensive
1
12
757
4
2019-09-25 15:21:39.170099
Average
No
Rarely
House
1,444
38,811
36
Female
3,716
Divorced
2
PhD
Unemployed
11.958027
Suburban
Basic
1
2
680
4
2020-01-11 15:21:39.237118
Good
No
Monthly
Condo
2,391
38,812
26
Male
5,872
Divorced
4
Master's
null
9.725578
Suburban
Comprehensive
null
15
833
8
2019-10-15 15:21:39.224915
Good
Yes
Weekly
House
49
38,813
46
Male
30,208
Single
2
PhD
Employed
28.939829
Rural
Comprehensive
0
17
759
6
2023-09-09 15:21:39.261856
Poor
No
Weekly
Condo
148
38,814
23
Female
1,813
Married
2
High School
null
25.914572
Rural
Comprehensive
1
16
null
8
2019-12-10 15:21:39.092127
Average
No
Weekly
Condo
2,701
38,815
49
Male
11,992
Married
1
Bachelor's
Self-Employed
36.492675
Suburban
Comprehensive
null
4
417
2
2022-10-03 15:21:39.126661
Poor
No
Weekly
Condo
769
38,816
52
Female
14,961
Divorced
4
Bachelor's
Self-Employed
33.711162
Urban
Comprehensive
0
10
417
8
2024-05-27 15:21:39.155231
Poor
Yes
Rarely
House
1,197
38,817
52
Female
86,684
Married
1
Master's
Self-Employed
26.492785
Urban
Premium
4
15
null
1
2019-08-28 15:21:39.133866
Average
No
Monthly
Apartment
1,634
38,818
46
Male
11,979
Divorced
4
Bachelor's
Self-Employed
19.908571
Urban
Comprehensive
1
2
460
2
2023-10-11 15:21:39.134960
Good
Yes
Monthly
House
442
38,819
56
Male
37,215
Single
0
PhD
Self-Employed
30.945997
Rural
Comprehensive
0
16
492
9
2023-10-24 15:21:39.250151
Average
Yes
Weekly
House
1,335
38,820
51
Female
25,792
Divorced
4
Master's
null
5.783601
Suburban
Basic
null
8
546
2
2022-07-24 15:21:39.193945
Poor
No
Rarely
Condo
1,406
38,821
60
Female
14,879
Single
3
Bachelor's
Employed
18.964153
Suburban
Comprehensive
1
11
651
7
2022-07-07 15:21:39.233998
Poor
Yes
Rarely
House
244
38,822
61
Male
38,951
Divorced
4
Master's
Unemployed
10.85638
Urban
Premium
null
15
595
7
2022-09-14 15:21:39.181605
Good
No
Weekly
Apartment
783
38,823
58
Female
8,595
Single
4
PhD
Unemployed
7.964328
Rural
Premium
null
17
467
1
2023-07-07 15:21:39.134960
Good
No
Monthly
Condo
1,244
38,824
58
Male
3,440
Married
2
High School
Self-Employed
7.49229
Rural
Comprehensive
1
12
403
3
2020-08-28 15:21:39.126661
Good
Yes
Weekly
Condo
38
38,825
27
Female
3,748
Divorced
3
Bachelor's
Unemployed
10.944449
Rural
Basic
0
14
796
1
2022-11-29 15:21:39.186212
Average
No
Daily
Condo
152
38,826
35
Male
9,994
Single
null
Master's
Unemployed
20.283791
Suburban
Basic
1
6
391
1
2023-01-24 15:21:39.101733
Poor
Yes
Weekly
Condo
1,559
38,827
21
Female
null
Divorced
2
PhD
Employed
43.927727
Suburban
Comprehensive
0
8
614
4
2020-02-07 15:21:39.155231
Good
Yes
Weekly
House
310
38,828
39
Female
17,001
Divorced
null
High School
Unemployed
43.783731
Rural
Premium
1
7
534
1
2021-05-07 15:21:39.154008
Poor
Yes
Monthly
House
1,071
38,829
62
Male
36,316
Divorced
0
PhD
Self-Employed
16.88494
Suburban
Basic
null
1
669
9
2023-11-01 15:21:39.122134
Good
No
Daily
Condo
814
38,830
59
Male
2,127
Married
null
PhD
Unemployed
23.002788
Suburban
Comprehensive
1
11
null
2
2021-03-05 15:21:39.221386
Average
No
Rarely
Condo
1,836
38,831
53
Female
74,087
Married
2
Bachelor's
Unemployed
12.611479
Suburban
Premium
0
15
446
4
2022-03-18 15:21:39.246098
Good
Yes
Daily
House
1,133
38,832
42
Male
15,897
Married
1
High School
null
49.570617
Suburban
Premium
2
16
783
4
2021-05-17 15:21:39.204201
Poor
Yes
Weekly
Condo
2,826
38,833
32
Male
29,226
Divorced
null
PhD
null
7.069071
Rural
Premium
1
12
533
8
2022-08-14 15:21:39.208842
Good
No
Weekly
Condo
1,761
38,834
55
Female
25,103
Divorced
1
PhD
Self-Employed
18.939186
Suburban
Comprehensive
null
7
795
2
2021-07-22 15:21:39.155231
Average
Yes
Weekly
Condo
1,603
38,835
40
Female
23,891
Single
2
Bachelor's
Unemployed
29.935807
Suburban
Comprehensive
null
1
745
9
2021-05-25 15:21:39.134960
Poor
No
Daily
Condo
679
38,836
53
Female
12,983
Married
2
High School
Employed
23.050108
Suburban
Premium
0
1
769
5
2021-06-25 15:21:39.172097
Average
Yes
Daily
House
1,093
38,837
54
Female
25,894
Single
2
High School
Self-Employed
15.9864
Rural
Basic
null
12
724
8
2020-08-10 15:21:39.186212
Poor
Yes
Monthly
Apartment
1,744
38,838
45
Male
53,542
null
4
PhD
Unemployed
28.69642
Rural
Basic
null
0
426
7
2024-04-14 15:21:39.169102
Average
Yes
Daily
Condo
1,270
38,839
49
Male
5,533
Divorced
0
Bachelor's
Employed
13.695066
Rural
Premium
null
16
605
2
2020-08-16 15:21:39.134960
Average
Yes
Rarely
Condo
746
38,840
53
Female
113,321
Divorced
1
Bachelor's
Self-Employed
35.652158
Urban
Premium
1
10
418
9
2021-09-21 15:21:39.143708
Poor
Yes
Weekly
Apartment
1,018
38,841
28
Male
35,178
Married
2
Master's
null
26.071413
Suburban
Basic
2
19
841
1
2024-02-08 15:21:39.287115
Good
No
Monthly
Apartment
725
38,842
50
Female
19,805
Divorced
2
High School
null
8.876165
Suburban
Comprehensive
null
17
null
1
2020-04-25 15:21:39.288099
Average
Yes
Rarely
Apartment
1,367
38,843
30
Female
16,091
Divorced
3
Bachelor's
Self-Employed
35.7878
Suburban
Comprehensive
2
0
311
5
2020-04-25 15:21:39.230483
Average
Yes
Monthly
Condo
1,016
38,844
40
Male
14,094
Single
null
High School
null
35.037493
Suburban
Premium
0
8
752
7
2023-05-02 15:21:39.155231
Average
No
Rarely
House
859
38,845
26
Male
62,265
Married
2
Bachelor's
Unemployed
null
Rural
Basic
3
14
526
2
2020-01-04 15:21:39.272456
Good
Yes
Daily
Apartment
487
38,846
25
Male
24,986
Married
2
Bachelor's
null
27.259724
Suburban
Premium
0
0
707
6
2023-09-22 15:21:39.255696
Poor
No
Daily
Condo
1,361
38,847
45
Female
18,059
Married
2
Master's
Employed
29.091599
Suburban
Comprehensive
1
8
null
1
2022-08-31 15:21:39.245086
Average
Yes
Rarely
Condo
1,334
38,848
48
Male
17,891
Single
0
PhD
Employed
null
Suburban
Basic
null
16
607
7
2019-12-01 15:21:39.172097
Average
No
Rarely
House
592
38,849
40
Female
18,704
Married
3
Bachelor's
null
21.275985
Urban
Premium
0
15
null
9
2023-09-13 15:21:39.252145
Average
No
Monthly
Apartment
2,120
38,850
34
Male
26,703
Divorced
0
PhD
Unemployed
26.087075
Urban
Comprehensive
null
4
794
9
2019-10-24 15:21:39.119168
Poor
No
Weekly
House
1,656
38,851
39
Male
9,537
Single
4
PhD
Self-Employed
45.222544
Rural
Comprehensive
null
17
656
3
2020-12-03 15:21:39.122134
Good
No
Rarely
House
1,192
38,852
28
Male
11,537
Married
3
Bachelor's
Unemployed
32.129849
Urban
Basic
0
13
null
3
2024-01-25 15:21:39.278402
Good
Yes
Weekly
Condo
638
38,853
64
Female
73,863
Married
1
PhD
Self-Employed
47.755842
Rural
Comprehensive
3
8
605
5
2019-12-11 15:21:39.132191
Poor
No
Rarely
House
487
38,854
49
Female
5,740
Divorced
3
Master's
null
45.641501
Urban
Basic
0
14
622
3
2021-07-06 15:21:39.106582
Good
No
Rarely
Condo
819
38,855
22
Female
92,672
Divorced
3
Bachelor's
null
26.881404
Suburban
Premium
null
4
308
1
2022-11-18 15:21:39.143708
Good
No
Rarely
Apartment
656
38,856
52
Female
16,581
Married
2
PhD
Unemployed
32.051845
Rural
Comprehensive
0
14
834
3
2021-01-18 15:21:39.237118
Poor
No
Rarely
House
2,738
38,857
50
Female
1,692
Married
1
PhD
Employed
6.184401
Rural
Comprehensive
null
7
361
6
2022-05-07 15:21:39.107553
Good
Yes
Rarely
Condo
3,138
38,858
45
Female
44,756
Single
3
PhD
Employed
39.447812
Urban
Comprehensive
2
0
358
7
2020-06-29 15:21:39.082499
null
Yes
Rarely
House
744
38,859
35
Male
127,912
Divorced
4
PhD
null
26.754841
Urban
Premium
2
18
731
3
2019-08-24 15:21:39.263432
null
No
Daily
House
474
38,860
31
Female
null
Divorced
3
Master's
Unemployed
32.63335
Urban
Premium
1
12
450
2
2023-06-05 15:21:39.274993
Good
No
Daily
Condo
2,125
38,861
38
Male
44,762
Married
null
Bachelor's
null
26.722861
Urban
Comprehensive
1
3
568
1
2023-12-28 15:21:39.228521
Good
No
Weekly
Condo
28
38,862
32
Male
39,769
Divorced
2
PhD
null
null
Suburban
Comprehensive
0
12
757
5
2021-10-13 15:21:39.134960
Average
Yes
Monthly
Apartment
871
38,863
35
Male
21,594
Single
2
High School
Self-Employed
33.944324
Urban
Basic
1
2
755
5
2019-09-04 15:21:39.225916
Good
No
Daily
House
3,574
38,864
40
Male
24,140
Married
2
Bachelor's
Unemployed
null
Urban
Premium
null
16
438
6
2021-07-07 15:21:39.155231
Poor
No
Monthly
Apartment
1,020
38,865
33
Male
7,519
Single
2
Bachelor's
Unemployed
15.773953
Suburban
Comprehensive
0
2
536
4
2019-10-17 15:21:39.237118
Average
No
Rarely
Condo
2,832
38,866
43
Male
5,907
Single
4
High School
Unemployed
23.74954
Urban
Comprehensive
null
18
705
5
2021-06-13 15:21:39.105504
Average
No
Rarely
Apartment
991
38,867
49
Female
26,653
Married
null
Master's
null
30.903177
Suburban
Basic
2
8
468
4
2020-03-02 15:21:39.119168
Average
No
Weekly
Apartment
156
38,868
53
Male
96,849
Married
4
Master's
null
14.319421
Urban
Comprehensive
2
4
439
2
2022-09-11 15:21:39.144722
Average
No
Weekly
Apartment
1,619
38,869
42
Male
null
Single
3
PhD
Unemployed
12.55842
Suburban
Premium
2
13
319
8
2021-12-20 15:21:39.283783
Average
Yes
Monthly
Condo
2,052
38,870
44
Male
71,853
Single
0
Master's
Self-Employed
20.950163
Urban
Premium
null
2
null
4
2020-12-21 15:21:39.174719
Good
Yes
Weekly
House
111
38,871
46
Male
26,344
Married
4
High School
Employed
23.017986
Rural
Premium
1
9
null
2
2021-11-15 15:21:39.144722
Good
Yes
Monthly
House
1,806
38,872
51
Male
2,817
Married
2
Bachelor's
Self-Employed
49.922303
Rural
Basic
1
16
613
8
2019-12-21 15:21:39.211806
Average
No
Rarely
Condo
1,342
38,873
55
Male
26,892
Married
4
High School
Employed
30.534376
Suburban
Basic
0
5
836
4
2019-12-24 15:21:39.134960
Average
Yes
Daily
Condo
513
38,874
24
Female
37,374
Single
null
Bachelor's
null
27.881725
Suburban
Basic
0
16
685
5
2021-01-19 15:21:39.191219
null
Yes
Daily
Apartment
1,604
38,875
48
Female
66,884
Single
0
Bachelor's
Self-Employed
23.793764
Suburban
Premium
2
11
542
5
2023-10-13 15:21:39.189223
null
Yes
Weekly
House
1,874
38,876
null
Male
15,297
Divorced
0
PhD
Employed
14.758504
Rural
Comprehensive
null
19
803
7
2022-10-15 15:21:39.110557
Good
Yes
Daily
Apartment
1,614
38,877
57
Male
41,568
Single
1
Bachelor's
null
30.060524
Suburban
Premium
3
16
376
8
2022-07-28 15:21:39.151732
Poor
No
Weekly
House
1,804
38,878
33
Female
null
Single
0
High School
Self-Employed
26.738623
Rural
Premium
0
12
648
5
2024-05-15 15:21:39.155231
Poor
Yes
Monthly
House
359
38,879
25
Male
40,024
Divorced
3
High School
Unemployed
34.99312
Suburban
Basic
null
12
497
7
2022-08-10 15:21:39.253660
Average
No
Rarely
House
400
38,880
61
Male
35,475
Single
4
PhD
Self-Employed
16.839667
Rural
Premium
1
14
616
4
2021-05-21 15:21:39.204790
Good
No
Daily
House
1,033
38,881
31
Female
11,791
Single
4
Master's
Employed
24.093457
Urban
Comprehensive
null
3
626
8
2022-10-21 15:21:39.259788
Good
No
Weekly
Apartment
792
38,882
39
Male
15,282
Divorced
4
Master's
Self-Employed
22.912277
Urban
Basic
0
1
796
2
2023-10-01 15:21:39.249100
Average
Yes
Rarely
Condo
696
38,883
49
Female
638
Married
0
High School
null
30.890706
Suburban
Premium
2
13
null
5
2022-10-20 15:21:39.237118
Average
No
Rarely
Apartment
699
38,884
52
Male
30,862
Married
0
Bachelor's
Self-Employed
12.634005
Urban
Basic
0
17
704
1
2020-09-30 15:21:39.222387
null
Yes
Monthly
House
912
38,885
51
Female
34,774
Single
3
Master's
Unemployed
19.782168
Suburban
Comprehensive
null
5
832
3
2021-01-05 15:21:39.095696
Poor
No
Rarely
Apartment
371
38,886
36
Female
9,072
Single
4
Master's
null
33.413514
Suburban
Comprehensive
1
16
696
1
2021-08-31 15:21:39.190215
Good
Yes
Daily
Apartment
745
38,887
46
Male
141,287
Divorced
2
PhD
Self-Employed
31.868257
Rural
Premium
2
19
null
8
2023-07-30 15:21:39.247098
Good
No
Weekly
Condo
2,880
38,888
41
Female
45,901
Divorced
4
High School
Self-Employed
12.071789
Urban
Basic
0
19
376
8
2021-08-12 15:21:39.205850
Average
No
Weekly
Apartment
1,205
38,889
61
Male
43,716
Married
0
Bachelor's
Self-Employed
7.746162
Suburban
Basic
null
5
669
2
2021-11-15 15:21:39.180553
Good
Yes
Daily
House
122
38,890
48
Male
45,930
Married
0
Bachelor's
Employed
10.634409
Rural
Comprehensive
1
15
613
8
2021-09-21 15:21:39.204201
Average
Yes
Monthly
Apartment
477
38,891
25
Female
59,788
Divorced
1
High School
Unemployed
21.090035
Urban
Premium
2
3
638
6
2021-12-20 15:21:39.172097
Good
No
Daily
House
2,144
38,892
41
Female
18,282
Married
0
High School
null
null
Suburban
Premium
null
18
null
2
2022-07-23 15:21:39.256696
Poor
No
Daily
Apartment
464
38,893
44
Male
26,177
Married
null
PhD
Employed
10.049156
Rural
Premium
0
12
425
7
2021-07-19 15:21:39.132191
Good
Yes
Monthly
House
1,298
38,894
47
Female
40,371
Single
1
Bachelor's
null
33.977434
Suburban
Basic
null
19
812
1
2022-08-25 15:21:39.110557
Average
No
Daily
House
485
38,895
31
Female
28,326
Divorced
2
High School
Self-Employed
19.624598
Suburban
Basic
0
3
837
4
2024-06-24 15:21:39.155231
Poor
Yes
Rarely
Condo
1,448
38,896
45
Male
25,713
Single
3
Master's
Self-Employed
23.958269
Rural
Comprehensive
null
5
559
5
2022-02-02 15:21:39.263607
Good
Yes
Weekly
Condo
1,089
38,897
49
Male
2,490
Single
3
PhD
Employed
7.957141
Rural
Comprehensive
2
6
744
9
2023-04-07 15:21:39.190215
Average
No
Monthly
House
1,752
38,898
35
Male
42,721
Divorced
1
High School
Unemployed
35.582069
Rural
Premium
1
5
614
8
2020-05-13 15:21:39.205850
Poor
Yes
Weekly
Apartment
835
38,899
33
Female
34,652
Divorced
0
Master's
Self-Employed
17.917951
Suburban
Comprehensive
0
17
314
5
2023-06-22 15:21:39.172097
Poor
No
Daily
Condo
2,049