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
20,800
45
Male
null
Married
3
PhD
Employed
43.33977
Rural
Basic
null
2
432
1
2022-02-23 15:21:39.204790
Average
No
Weekly
Condo
551
20,801
32
Male
59,863
null
1
Bachelor's
Unemployed
47.079178
Rural
Comprehensive
2
8
null
6
2024-01-04 15:21:39.109552
null
Yes
Rarely
Condo
1,409
20,802
19
Female
453
null
3
Bachelor's
Self-Employed
11.272519
Rural
Comprehensive
0
16
776
1
2020-04-10 15:21:39.134960
Poor
Yes
Daily
Apartment
3,453
20,803
59
Female
6,079
Married
0
Bachelor's
null
28.578893
Urban
Premium
1
12
638
9
2020-06-13 15:21:39.134960
Poor
Yes
Rarely
Condo
489
20,804
20
Female
15,648
Married
4
Bachelor's
Employed
31.189746
Suburban
Basic
1
2
392
9
2023-11-05 15:21:39.198406
Good
Yes
Monthly
Apartment
587
20,805
60
Female
901
Divorced
2
PhD
Unemployed
38.14082
Urban
Basic
3
6
445
6
2021-03-15 15:21:39.155231
Poor
No
Daily
Condo
2,847
20,806
39
Female
5,673
Divorced
0
Master's
Unemployed
22.913423
Rural
Basic
null
17
500
5
2021-10-04 15:21:39.173834
Average
No
Monthly
Apartment
793
20,807
51
Male
3,067
Married
4
Bachelor's
Unemployed
null
Rural
Basic
null
3
676
2
2021-07-06 15:21:39.244069
Poor
No
Monthly
Condo
1,337
20,808
46
Male
46,006
Married
1
High School
Employed
43.926182
Rural
Premium
1
6
null
7
2023-03-21 15:21:39.134960
Good
No
Weekly
Apartment
1,547
20,809
49
Male
13,877
Single
3
Master's
Employed
41.868475
Suburban
Basic
1
1
697
7
2024-01-21 15:21:39.265513
Average
No
Weekly
House
629
20,810
23
Female
2,586
Single
null
Master's
Self-Employed
5.595095
Rural
Premium
0
1
468
7
2021-04-12 15:21:39.083497
Good
No
Weekly
Condo
773
20,811
40
Female
712
Divorced
2
Bachelor's
null
26.929298
Rural
Premium
null
8
656
6
2020-04-24 15:21:39.091080
Good
No
Daily
House
2,108
20,812
41
Female
3,906
Single
3
High School
null
26.769666
Rural
Comprehensive
0
12
420
4
2023-04-28 15:21:39.124659
Poor
No
Rarely
Apartment
40
20,813
39
Male
26,897
Married
2
Bachelor's
Employed
19.849272
Urban
Premium
3
10
832
2
2022-06-16 15:21:39.264504
Poor
No
Rarely
House
779
20,814
32
Female
null
Divorced
null
PhD
Self-Employed
40.592895
Suburban
Premium
1
3
380
9
2022-11-09 15:21:39.102694
Good
No
Monthly
Condo
298
20,815
55
Female
78
Married
4
PhD
null
28.835397
Rural
Premium
null
6
790
3
2020-01-03 15:21:39.273973
null
Yes
Weekly
Apartment
244
20,816
57
Female
12,617
Single
2
Bachelor's
null
16.670421
Urban
Premium
null
16
569
7
2021-05-14 15:21:39.090124
Poor
Yes
Weekly
Condo
1,030
20,817
25
Male
13,402
Single
1
High School
Unemployed
34.062588
Rural
Comprehensive
1
9
417
7
2023-08-13 15:21:39.210805
Poor
No
Rarely
Condo
1,472
20,818
49
Male
44,689
Divorced
3
Bachelor's
Employed
14.175925
Urban
Premium
0
1
598
9
2020-12-27 15:21:39.274993
Good
No
Daily
Apartment
1,530
20,819
39
Male
97,528
Divorced
3
PhD
Unemployed
32.242467
Urban
Basic
0
5
514
9
2024-02-20 15:21:39.105504
Average
No
Weekly
Apartment
3,567
20,820
52
Male
24,603
Married
3
PhD
Unemployed
31.29579
Suburban
Premium
null
15
632
3
2020-02-17 15:21:39.155231
Average
Yes
Daily
House
774
20,821
52
Male
8,096
Married
2
PhD
null
12.189027
Rural
Comprehensive
0
12
636
2
2024-04-14 15:21:39.144722
Poor
No
Rarely
Condo
959
20,822
52
Male
1,447
Divorced
4
Master's
Self-Employed
null
Urban
Comprehensive
1
1
812
3
2022-08-12 15:21:39.247098
Average
No
Monthly
House
1,465
20,823
37
Female
18,096
Married
3
PhD
Employed
42.665958
Suburban
Comprehensive
2
9
338
1
2020-12-12 15:21:39.170099
Poor
Yes
Monthly
Apartment
597
20,824
30
Male
6,071
Divorced
0
Bachelor's
Employed
14.726191
Rural
Basic
1
1
604
4
2020-10-24 15:21:39.172097
Poor
No
Daily
House
792
20,825
null
Female
64,901
Married
1
Master's
Employed
51.306732
Rural
Premium
1
12
467
2
2024-04-06 15:21:39.126661
Good
No
Rarely
Apartment
799
20,826
57
Male
45,754
Divorced
1
PhD
Self-Employed
20.527087
Rural
Premium
1
6
772
1
2023-11-10 15:21:39.097737
Good
No
Rarely
House
1,449
20,827
21
Female
5,949
Married
1
High School
Unemployed
7.363676
Urban
Premium
0
10
810
5
2019-10-08 15:21:39.281787
Average
Yes
Weekly
Condo
1,610
20,828
39
Female
6,461
Married
1
High School
Self-Employed
12.456686
Rural
Comprehensive
null
6
829
6
2023-06-01 15:21:39.214388
Average
Yes
Weekly
Condo
1,325
20,829
19
Male
42,159
Divorced
0
PhD
null
25.719141
Rural
Premium
2
1
678
8
2024-04-07 15:21:39.248098
Poor
Yes
Weekly
Apartment
966
20,830
49
Female
26,395
Divorced
0
Bachelor's
null
9.96489
Suburban
Premium
2
0
603
9
2022-04-27 15:21:39.155231
Good
No
Weekly
Apartment
892
20,831
47
Male
46,184
Married
4
Bachelor's
Self-Employed
18.804445
Suburban
Premium
1
11
766
8
2022-10-28 15:21:39.122134
Good
Yes
Rarely
House
539
20,832
37
Female
5,824
Divorced
0
PhD
null
49.739595
Rural
Basic
1
2
662
8
2023-08-28 15:21:39.285112
Average
No
Monthly
House
812
20,833
28
Female
70,807
Married
2
PhD
null
46.419026
Suburban
Premium
1
13
468
1
2023-07-16 15:21:39.232526
Good
No
Weekly
Apartment
107
20,834
59
Male
1,401
Divorced
null
PhD
Self-Employed
26.132224
Suburban
Basic
0
15
626
1
2021-04-30 15:21:39.177724
null
Yes
Weekly
Condo
1,701
20,835
25
Male
39,462
Divorced
0
High School
null
44.31177
Rural
Basic
2
13
496
1
2023-04-08 15:21:39.224915
Average
Yes
Weekly
Apartment
1,096
20,836
45
Male
100,105
Divorced
3
PhD
null
26.527778
Suburban
Basic
0
5
765
8
2022-03-08 15:21:39.200452
Poor
No
Monthly
Apartment
370
20,837
25
Male
2,629
Single
4
PhD
Unemployed
19.956465
Rural
Comprehensive
null
7
324
6
2023-01-14 15:21:39.155231
Average
No
Rarely
Apartment
736
20,838
57
Male
15,110
Married
2
PhD
null
44.287096
Urban
Premium
null
15
456
8
2021-08-31 15:21:39.183598
Average
Yes
Monthly
Apartment
1,139
20,839
36
Male
7,082
Married
2
High School
null
21.125539
Urban
Premium
0
12
590
9
2020-04-26 15:21:39.134960
Poor
No
Monthly
Apartment
1,215
20,840
58
Male
46,013
Single
2
Master's
Employed
9.058354
Rural
Basic
0
1
697
6
2020-03-20 15:21:39.192212
Good
No
Rarely
Condo
1,654
20,841
19
Male
41,284
Married
1
Master's
Employed
41.162362
Suburban
Premium
null
5
674
3
2019-09-17 15:21:39.245086
Poor
No
Weekly
Apartment
3,922
20,842
60
Male
16,293
Divorced
1
Master's
null
37.120905
Urban
Comprehensive
0
16
534
3
2022-05-21 15:21:39.134960
Good
No
Daily
Apartment
596
20,843
48
Male
3,837
Single
4
Bachelor's
Employed
5.012891
Rural
Premium
0
17
717
5
2023-02-13 15:21:39.208842
Average
Yes
Rarely
House
2,610
20,844
64
Female
94,449
Single
4
High School
Self-Employed
17.566674
Rural
Comprehensive
2
3
549
5
2019-10-15 15:21:39.155231
Good
Yes
Monthly
Apartment
24
20,845
18
Female
20,705
Divorced
1
High School
null
22.078864
Urban
Comprehensive
null
3
477
7
2021-07-07 15:21:39.245086
Good
Yes
Monthly
Apartment
3,819
20,846
37
Female
128,844
Divorced
2
Master's
null
39.947471
Urban
Premium
0
17
431
4
2024-08-03 15:21:39.175719
Good
Yes
Monthly
Apartment
48
20,847
46
Female
2,077
Divorced
4
Master's
Employed
19.466565
Rural
Premium
0
0
null
1
2024-07-22 15:21:39.209847
Good
No
Daily
Apartment
2,240
20,848
57
Female
44,700
Divorced
1
Master's
null
10.958153
Urban
Basic
2
1
null
1
2021-11-23 15:21:39.182597
Poor
Yes
Weekly
Condo
48
20,849
27
Female
5,918
Divorced
0
Master's
null
18.946169
Rural
Comprehensive
0
15
847
4
2020-08-15 15:21:39.084065
Good
Yes
Daily
House
914
20,850
57
Female
17,098
Divorced
1
PhD
Employed
21.814361
Rural
Basic
null
19
null
2
2020-02-14 15:21:39.092127
Poor
No
Monthly
House
983
20,851
49
Male
4,947
Single
1
Master's
Self-Employed
null
Suburban
Basic
0
6
476
3
2021-07-31 15:21:39.155231
Average
Yes
Monthly
Condo
688
20,852
60
Female
42,956
Married
4
High School
null
42.564446
Rural
Basic
0
8
429
1
2020-06-14 15:21:39.081504
Poor
Yes
Weekly
Condo
843
20,853
23
Female
56,715
Single
null
Master's
Employed
51.811753
Urban
Premium
0
9
405
5
2022-11-02 15:21:39.122134
null
Yes
Rarely
Condo
803
20,854
55
Female
20,931
Divorced
3
Bachelor's
null
37.929419
Suburban
Premium
2
10
591
2
2021-05-17 15:21:39.278402
Poor
Yes
Weekly
Condo
2,183
20,855
23
Female
43,850
Single
0
High School
Self-Employed
34.17705
Rural
Basic
2
19
583
7
2021-06-30 15:21:39.126661
Good
No
Rarely
Condo
1,639
20,856
58
Male
90,211
Married
3
PhD
Employed
25.743206
Suburban
Comprehensive
null
8
401
3
2023-10-06 15:21:39.189223
Good
No
Daily
House
1,819
20,857
41
Female
27,539
Single
0
High School
Unemployed
10.447771
Rural
Basic
1
10
684
1
2021-09-15 15:21:39.269494
Average
No
Weekly
Apartment
1,052
20,858
37
Female
43,485
Married
3
Master's
null
21.134919
Urban
Premium
0
7
803
1
2023-07-06 15:21:39.167099
Poor
No
Weekly
Condo
992
20,859
40
Male
76,438
Single
0
Bachelor's
Self-Employed
19.97946
Rural
Premium
0
5
745
2
2023-07-05 15:21:39.259788
Good
Yes
Monthly
House
130
20,860
45
Male
39,078
Divorced
1
Master's
Employed
20.582531
Rural
Premium
2
15
697
1
2024-05-07 15:21:39.283783
Good
No
Monthly
Condo
1,023
20,861
62
Male
null
Married
0
PhD
Unemployed
41.177895
Urban
Basic
2
15
492
2
2024-01-08 15:21:39.113566
Good
No
Rarely
Apartment
1,853
20,862
51
Male
85,524
Divorced
0
Bachelor's
Employed
null
Rural
Basic
1
14
420
9
2019-10-08 15:21:39.134960
Good
Yes
Rarely
Condo
721
20,863
39
Male
76,775
Divorced
3
PhD
Unemployed
19.785753
Rural
Premium
null
16
301
3
2021-10-21 15:21:39.271453
null
No
Daily
Condo
724
20,864
27
Female
28,208
Married
null
Master's
Self-Employed
19.93849
Rural
Basic
3
4
467
8
2023-12-31 15:21:39.204790
Poor
Yes
Daily
House
618
20,865
21
Female
20,862
Divorced
1
PhD
Employed
36.492023
Urban
Premium
1
7
518
7
2024-02-03 15:21:39.148733
Average
Yes
Monthly
Condo
1,133
20,866
47
Female
27,863
Married
2
Bachelor's
Unemployed
16.829178
Urban
Comprehensive
1
8
722
2
2023-11-08 15:21:39.288099
Poor
Yes
Daily
House
807
20,867
36
Female
9,327
Married
4
High School
null
47.591117
Rural
Premium
null
6
338
5
2024-04-22 15:21:39.090124
Poor
Yes
Monthly
Apartment
492
20,868
36
Male
60,975
Married
0
High School
Employed
28.898507
Urban
Basic
0
10
571
2
2021-08-02 15:21:39.091080
Poor
Yes
Weekly
Condo
207
20,869
53
Female
3,547
Single
0
PhD
null
32.754724
Suburban
Premium
2
9
null
1
2023-10-01 15:21:39.092127
Average
No
Rarely
Condo
1,725
20,870
63
Female
35,397
Divorced
4
PhD
Self-Employed
null
Suburban
Comprehensive
null
14
578
1
2024-02-12 15:21:39.185215
Poor
Yes
Weekly
Condo
607
20,871
62
Female
23,069
Single
4
PhD
Employed
12.849269
Suburban
Basic
null
16
319
5
2021-11-15 15:21:39.191219
Good
No
Weekly
Apartment
729
20,872
21
Male
44,618
Single
0
High School
null
26.37304
Rural
Premium
null
16
748
8
2020-01-08 15:21:39.133866
Poor
No
Daily
House
2,142
20,873
48
Female
39,146
Married
4
Master's
Unemployed
17.120711
Rural
Basic
0
0
583
4
2021-03-15 15:21:39.104139
Good
No
Monthly
House
997
20,874
62
Male
19,002
Divorced
3
High School
Unemployed
35.596327
Suburban
Premium
0
2
580
6
2023-04-16 15:21:39.232526
Average
Yes
Daily
House
489
20,875
20
Female
138,873
Married
2
Bachelor's
null
4.782684
Suburban
Premium
2
5
null
1
2023-06-02 15:21:39.213373
Average
No
Daily
Condo
2,052
20,876
64
Female
11,989
Divorced
1
Master's
null
21.918117
Suburban
Premium
2
5
584
7
2023-12-04 15:21:39.224915
Good
Yes
Rarely
House
557
20,877
58
Male
1,340
Single
0
Bachelor's
Employed
11.555526
Rural
Comprehensive
1
18
776
6
2023-03-31 15:21:39.119168
null
Yes
Weekly
Condo
518
20,878
27
Female
20,665
Single
1
High School
Employed
26.381921
Suburban
Comprehensive
null
6
594
3
2023-08-03 15:21:39.226954
null
Yes
Daily
Apartment
541
20,879
45
Male
3,940
Divorced
2
High School
null
23.792876
Urban
Basic
1
10
405
1
2019-11-25 15:21:39.111551
Average
No
Daily
Apartment
1,204
20,880
59
Female
4,071
Single
1
High School
Unemployed
42.262785
Rural
Premium
null
3
558
9
2021-07-13 15:21:39.169102
Good
Yes
Rarely
House
3,365
20,881
59
Female
10,961
Married
3
High School
Unemployed
20.996633
Suburban
Comprehensive
0
18
null
6
2023-07-03 15:21:39.134960
Good
No
Rarely
Apartment
477
20,882
58
Female
14,082
Single
null
High School
Unemployed
38.128646
Suburban
Comprehensive
1
12
813
8
2023-11-11 15:21:39.213373
Average
Yes
Daily
House
645
20,883
61
Male
909
Single
3
High School
null
39.055768
Rural
Comprehensive
null
2
749
9
2020-02-14 15:21:39.094752
Good
No
Weekly
Condo
2,036
20,884
32
Female
565
Divorced
4
Bachelor's
Self-Employed
28.090941
Urban
Comprehensive
0
18
null
1
2023-01-17 15:21:39.256696
null
No
Weekly
Condo
2,472
20,885
51
Male
40,203
Married
3
PhD
Employed
36.596943
Urban
Premium
2
15
765
6
2024-07-20 15:21:39.132191
Good
No
Monthly
Condo
1,204
20,886
32
Male
5,737
Divorced
4
PhD
Self-Employed
45.023314
Urban
Premium
1
10
687
3
2020-07-13 15:21:39.087123
Good
No
Daily
Apartment
817
20,887
61
Male
81,485
Single
2
PhD
null
7.184937
Urban
Comprehensive
2
3
629
3
2024-05-05 15:21:39.106582
null
Yes
Monthly
House
1,515
20,888
60
Male
725
Divorced
null
High School
Employed
32.924247
Urban
Comprehensive
null
13
658
2
2023-01-05 15:21:39.279729
null
Yes
Weekly
Apartment
723
20,889
46
Female
29,063
Divorced
3
PhD
Self-Employed
26.567718
Suburban
Basic
null
10
null
4
2021-08-22 15:21:39.133866
Average
Yes
Rarely
Condo
838
20,890
60
Male
9,777
Single
2
High School
Self-Employed
35.724546
Rural
Premium
0
10
728
4
2024-07-21 15:21:39.207847
Average
No
Monthly
Apartment
1,180
20,891
42
Male
null
Divorced
2
PhD
Self-Employed
31.179996
Rural
Basic
null
18
404
3
2023-05-24 15:21:39.089116
Good
Yes
Weekly
House
1,503
20,892
25
Female
28,983
Divorced
0
PhD
Self-Employed
19.481296
Rural
Basic
1
13
485
3
2021-06-13 15:21:39.283783
Good
No
Rarely
House
614
20,893
51
Male
28,503
Married
1
High School
Self-Employed
8.984476
Urban
Premium
null
3
541
9
2022-06-14 15:21:39.087123
Poor
Yes
Daily
Apartment
952
20,894
61
Female
6,078
Single
2
High School
Employed
34.176028
Suburban
Basic
1
2
null
1
2020-02-24 15:21:39.237118
Average
No
Rarely
Condo
1,406
20,895
20
Male
1,571
Single
4
Master's
Employed
21.825749
Rural
Basic
2
10
607
1
2023-03-19 15:21:39.180553
Average
No
Daily
Apartment
1,207
20,896
46
Male
33,486
Single
3
Master's
Employed
44.858273
Urban
Basic
1
7
598
6
2022-11-20 15:21:39.281787
Average
No
Daily
Apartment
1,036
20,897
26
Female
72,734
Single
0
PhD
Self-Employed
33.262301
Urban
Basic
2
19
485
6
2022-02-23 15:21:39.244069
Average
Yes
Monthly
Condo
1,992
20,898
35
Male
3,086
Single
0
PhD
Unemployed
12.943268
Suburban
Premium
null
12
501
3
2021-01-26 15:21:39.094752
Good
Yes
Rarely
House
3,835
20,899
62
Female
62,438
Divorced
4
PhD
Self-Employed
16.949569
Suburban
Premium
0
13
569
3
2020-11-27 15:21:39.287115
Average
No
Weekly
Apartment
62