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
29,700
34
Female
66,801
Single
2
Bachelor's
Unemployed
13.812842
Suburban
Basic
2
1
434
8
2022-10-08 15:21:39.181605
Average
Yes
Rarely
House
2,323
29,701
52
Male
17,086
Single
2
High School
null
7.813662
Urban
Comprehensive
0
13
null
2
2022-08-28 15:21:39.174719
Average
Yes
Monthly
Condo
669
29,702
53
Male
4,774
Divorced
0
PhD
Self-Employed
6.385084
Rural
Comprehensive
null
5
768
2
2022-01-26 15:21:39.249100
Good
Yes
Weekly
House
258
29,703
22
Female
5,537
Married
null
High School
Employed
31.590046
Rural
Basic
0
19
804
1
2021-10-15 15:21:39.098696
Good
No
Rarely
Condo
1,054
29,704
60
Female
4,907
Married
3
PhD
Self-Employed
null
Suburban
Premium
1
7
null
8
2020-05-04 15:21:39.087123
Good
Yes
Daily
Apartment
609
29,705
18
Male
15,332
Married
null
High School
Employed
39.053981
Rural
Comprehensive
0
6
null
2
2024-01-22 15:21:39.236064
Average
No
Rarely
Apartment
1,529
29,706
49
Male
865
Single
0
Bachelor's
Self-Employed
6.053844
Suburban
Comprehensive
1
14
696
2
2021-04-14 15:21:39.221386
Average
No
Weekly
Condo
3,165
29,707
48
Female
488
Single
3
Master's
Unemployed
null
Suburban
Basic
1
0
742
5
2022-05-22 15:21:39.271453
Good
Yes
Daily
Apartment
663
29,708
31
Female
42,945
Divorced
1
Master's
Unemployed
33.790712
Suburban
Basic
null
16
465
7
2024-03-04 15:21:39.285112
Average
Yes
Rarely
Condo
2,113
29,709
61
Female
5,907
Single
0
Bachelor's
Self-Employed
13.818847
Urban
Comprehensive
3
15
null
7
2023-06-10 15:21:39.151732
Poor
Yes
Weekly
House
703
29,710
61
Female
52,437
Married
3
PhD
Unemployed
8.656737
Rural
Comprehensive
null
2
null
9
2023-04-17 15:21:39.211806
Good
No
Daily
Condo
382
29,711
29
Female
85,153
Single
0
High School
Unemployed
48.979017
Suburban
Premium
null
4
437
1
2023-06-09 15:21:39.108562
Poor
No
Rarely
House
253
29,712
47
Female
30,809
Divorced
1
Bachelor's
Self-Employed
21.682319
Rural
Comprehensive
4
15
439
4
2022-03-10 15:21:39.235012
Poor
Yes
Rarely
House
2,161
29,713
64
Female
44,368
Married
4
Bachelor's
Employed
17.039201
Urban
Comprehensive
1
3
525
9
2019-09-26 15:21:39.093681
Average
Yes
Monthly
House
1,259
29,714
21
Female
20,467
Single
1
Bachelor's
Employed
20.835603
Rural
Premium
null
12
402
7
2022-10-03 15:21:39.237118
Good
Yes
Daily
Condo
1,019
29,715
29
Female
33,606
Divorced
3
PhD
Employed
16.755039
Suburban
Comprehensive
null
5
803
4
2022-06-26 15:21:39.251142
Good
Yes
Daily
Condo
684
29,716
26
Male
1,280
Single
2
High School
Employed
22.869312
Rural
Basic
0
19
350
3
2020-07-16 15:21:39.192212
Good
Yes
Monthly
Apartment
664
29,717
22
Female
836
Single
1
Master's
null
31.878259
Rural
Premium
2
2
590
5
2019-10-22 15:21:39.144722
Poor
No
Rarely
Apartment
438
29,718
49
Female
6,737
Single
0
PhD
Self-Employed
13.286929
Rural
Comprehensive
2
6
394
4
2020-07-08 15:21:39.155231
Average
No
Rarely
Apartment
675
29,719
58
Male
20,659
Married
0
Master's
Self-Employed
24.75684
Urban
Basic
1
12
722
7
2020-06-01 15:21:39.213373
Average
No
Weekly
Condo
533
29,720
24
Female
56,782
Divorced
1
Master's
Employed
33.756672
Urban
Premium
0
19
543
7
2019-12-24 15:21:39.271453
Good
No
Weekly
Apartment
99
29,721
59
Female
25,961
Divorced
3
High School
null
9.054155
Suburban
Premium
0
15
523
1
2023-07-18 15:21:39.172097
Average
Yes
Monthly
Condo
572
29,722
46
Male
11,099
Married
null
Master's
null
47.717757
Urban
Basic
null
19
576
1
2023-12-25 15:21:39.097737
Poor
No
Daily
House
942
29,723
20
Female
137,582
Single
0
Master's
null
32.141627
Rural
Basic
0
9
447
7
2019-09-14 15:21:39.197445
Poor
Yes
Monthly
Apartment
115
29,724
40
Male
1,007
Married
3
Master's
Unemployed
32.719348
Rural
Basic
2
8
689
3
2021-09-04 15:21:39.237118
Good
No
Weekly
Condo
534
29,725
35
Male
4,533
Divorced
4
Master's
Unemployed
14.827572
Suburban
Comprehensive
1
5
479
5
2021-04-12 15:21:39.187211
Average
Yes
Weekly
House
827
29,726
38
Female
16,408
Single
3
High School
Unemployed
32.898435
Urban
Comprehensive
0
10
583
7
2023-04-20 15:21:39.134960
Good
Yes
Monthly
House
2,616
29,727
20
Male
null
Single
1
Bachelor's
Unemployed
43.900023
Urban
Premium
1
6
328
5
2021-11-29 15:21:39.253660
Average
Yes
Monthly
Apartment
278
29,728
24
Male
54,889
Married
4
High School
Unemployed
13.817727
Urban
Premium
0
13
442
2
2021-03-10 15:21:39.147735
Average
Yes
Weekly
House
880
29,729
33
Male
29,095
Divorced
2
Bachelor's
null
49.745844
Rural
Premium
null
9
466
8
2022-01-23 15:21:39.096739
Poor
Yes
Weekly
Apartment
742
29,730
27
Female
43,414
Divorced
3
Master's
null
33.582773
Suburban
Comprehensive
null
15
null
5
2020-03-18 15:21:39.134960
Average
Yes
Rarely
Apartment
1,465
29,731
63
Male
37,072
Married
0
Bachelor's
null
10.006439
Rural
Basic
0
15
776
2
2023-11-30 15:21:39.155231
Good
Yes
Daily
Apartment
406
29,732
61
Female
35,321
Married
4
PhD
Unemployed
24.368892
Urban
Premium
null
17
434
2
2024-07-10 15:21:39.155231
Average
Yes
Rarely
Condo
642
29,733
36
Male
null
Married
null
Bachelor's
Unemployed
18.407977
Suburban
Basic
null
5
387
6
2023-09-07 15:21:39.193945
Average
Yes
Weekly
Apartment
751
29,734
63
Male
75,944
Married
2
Master's
Employed
39.967133
Rural
Premium
1
5
null
5
2023-02-28 15:21:39.186212
Poor
No
Weekly
Condo
265
29,735
26
Female
9,001
Single
2
PhD
null
21.923197
Rural
Comprehensive
0
14
704
7
2024-06-23 15:21:39.171102
Good
No
Daily
House
835
29,736
26
Female
1,258
Divorced
4
PhD
Employed
44.71736
Urban
Basic
2
4
842
4
2023-08-22 15:21:39.082499
Poor
Yes
Daily
Apartment
1,422
29,737
47
Male
6,705
Married
2
High School
null
27.559782
Urban
Comprehensive
0
10
636
2
2020-09-09 15:21:39.185215
Poor
Yes
Monthly
Condo
1,687
29,738
32
Male
26,100
Married
4
Bachelor's
Self-Employed
39.084125
Suburban
Basic
null
3
null
1
2021-02-23 15:21:39.261856
Average
Yes
Rarely
House
894
29,739
43
Male
16,063
Single
2
High School
Unemployed
14.923762
Urban
Premium
2
6
null
7
2024-01-09 15:21:39.237118
Good
No
Rarely
Condo
1,519
29,740
22
Male
33,005
Married
3
PhD
null
43.145874
Suburban
Comprehensive
null
2
518
6
2024-04-30 15:21:39.120168
Average
Yes
Weekly
Apartment
1,119
29,741
26
Male
8,882
Married
1
High School
Unemployed
20.847347
Urban
Comprehensive
null
7
695
9
2020-04-08 15:21:39.113566
Good
No
Daily
House
1,470
29,742
19
Female
12,881
Divorced
1
Bachelor's
Self-Employed
28.977366
Urban
Premium
null
18
542
5
2022-04-12 15:21:39.155231
Average
Yes
Rarely
Condo
1,388
29,743
35
Male
32,889
Married
3
High School
null
42.848186
Urban
Premium
0
8
842
3
2020-11-20 15:21:39.155231
Average
No
Monthly
Condo
772
29,744
31
Female
13,652
Single
0
Master's
Self-Employed
19.611442
Urban
Premium
1
9
435
6
2022-09-26 15:21:39.083497
Poor
Yes
Weekly
House
2,212
29,745
27
Female
14,081
Divorced
0
PhD
Unemployed
13.633479
Rural
Premium
0
13
734
9
2021-08-11 15:21:39.237118
Average
No
Weekly
House
583
29,746
19
Male
97,796
Single
0
Bachelor's
Employed
7.939283
Urban
Basic
1
16
372
7
2021-02-08 15:21:39.224915
Average
No
Daily
Condo
564
29,747
53
Female
18,340
Divorced
null
Bachelor's
null
46.769463
Suburban
Comprehensive
1
13
388
2
2022-12-01 15:21:39.086123
Poor
Yes
Weekly
Apartment
563
29,748
49
Female
43,771
Divorced
3
PhD
Employed
34.812104
Rural
Basic
1
9
732
8
2020-02-05 15:21:39.100695
Average
No
Daily
Condo
588
29,749
36
Male
35,754
Single
0
High School
Unemployed
3.849226
Rural
Comprehensive
0
0
798
8
2020-08-11 15:21:39.191219
Good
Yes
Monthly
Condo
373
29,750
58
Male
55,084
Single
1
Master's
Employed
19.785916
Urban
Comprehensive
1
17
526
1
2023-06-29 15:21:39.116179
null
No
Daily
Apartment
2,012
29,751
55
Female
15,894
Single
3
Bachelor's
Self-Employed
9.973011
Urban
Premium
0
12
null
5
2024-02-25 15:21:39.145732
Poor
Yes
Rarely
Apartment
496
29,752
33
Female
69,768
Divorced
0
PhD
Self-Employed
35.908363
Rural
Comprehensive
null
13
742
2
2022-08-09 15:21:39.285112
Poor
Yes
Weekly
Apartment
249
29,753
49
Female
6,935
Single
3
High School
Employed
22.139522
Urban
Basic
1
16
786
5
2023-07-03 15:21:39.171102
Average
Yes
Daily
Apartment
619
29,754
47
Female
1,297
Divorced
4
Master's
Self-Employed
34.605413
Rural
Comprehensive
1
6
null
1
2019-09-15 15:21:39.190215
Average
Yes
Daily
House
183
29,755
20
Female
40,625
Single
2
PhD
Unemployed
31.565866
Suburban
Comprehensive
1
19
794
8
2023-01-23 15:21:39.155231
Poor
Yes
Monthly
Condo
857
29,756
42
Male
68,364
Single
3
High School
null
11.766224
Suburban
Premium
1
19
391
1
2022-05-07 15:21:39.134960
Good
Yes
Rarely
House
477
29,757
54
Female
1,608
Divorced
2
High School
Self-Employed
30.137711
Urban
Premium
2
14
307
9
2023-03-16 15:21:39.152732
Good
No
Weekly
House
984
29,758
47
Female
64,857
Single
4
PhD
Self-Employed
14.818822
Rural
Basic
null
19
382
7
2021-07-19 15:21:39.116179
Average
Yes
Weekly
House
271
29,759
31
Female
77,914
Married
2
PhD
null
30.672912
Suburban
Premium
null
13
662
1
2019-09-16 15:21:39.237118
Poor
Yes
Daily
Apartment
2,484
29,760
57
Female
28,161
Single
2
Bachelor's
Employed
28.634312
Suburban
Basic
null
17
558
6
2020-06-05 15:21:39.226954
Good
Yes
Weekly
House
1,625
29,761
45
Male
20,685
Divorced
2
High School
null
12.175948
Suburban
Comprehensive
0
13
616
1
2019-12-24 15:21:39.112553
null
No
Daily
Apartment
266
29,762
36
Female
31,175
Married
1
Bachelor's
Employed
49.818738
Rural
Comprehensive
0
1
580
9
2021-05-28 15:21:39.149731
Poor
No
Rarely
House
1,341
29,763
21
Female
95,851
Single
2
Bachelor's
Employed
16.622606
Urban
Basic
null
11
454
5
2023-06-22 15:21:39.177724
Average
Yes
Weekly
Apartment
697
29,764
61
Male
62,789
Single
0
Bachelor's
Self-Employed
30.837392
Suburban
Comprehensive
1
3
710
3
2020-10-06 15:21:39.173834
Poor
No
Daily
Condo
274
29,765
37
Male
43,428
Divorced
4
High School
Employed
3.128716
Suburban
Comprehensive
0
16
718
2
2024-02-10 15:21:39.207847
Poor
No
Daily
House
792
29,766
60
Male
3,851
Divorced
4
High School
Employed
19.952643
Rural
Comprehensive
2
18
null
1
2024-07-07 15:21:39.191219
Good
No
Weekly
House
1,102
29,767
52
Female
null
Single
1
Bachelor's
Employed
33.258776
Rural
Basic
null
15
668
3
2023-07-22 15:21:39.177724
Good
No
Monthly
Apartment
101
29,768
35
Male
74,419
Married
4
High School
Employed
12.836206
Urban
Basic
1
13
479
6
2022-06-05 15:21:39.201446
null
No
Daily
House
1,621
29,769
37
Female
15,776
Married
2
High School
Self-Employed
42.098517
Rural
Basic
1
5
547
2
2021-05-21 15:21:39.143708
Poor
No
Rarely
Condo
790
29,770
43
Female
15,963
Single
0
Bachelor's
Unemployed
18.387719
Urban
Comprehensive
0
8
null
1
2023-03-12 15:21:39.178918
Average
Yes
Rarely
House
1,824
29,771
22
Female
90,875
Single
null
Master's
Self-Employed
31.82759
Suburban
Comprehensive
null
15
421
6
2022-03-06 15:21:39.155231
Average
Yes
Monthly
Apartment
807
29,772
48
Female
2,956
Married
3
Master's
null
25.011314
Urban
Premium
1
11
null
9
2022-03-09 15:21:39.208842
Average
Yes
Rarely
Apartment
3,413
29,773
37
Male
1,786
Single
1
PhD
Unemployed
39.071479
Urban
Basic
0
10
null
7
2019-08-18 15:21:39.224915
Good
No
Weekly
Apartment
936
29,774
41
Male
null
Married
3
Master's
Unemployed
40.071264
Rural
Basic
null
18
403
6
2020-08-07 15:21:39.126661
Average
No
Daily
Condo
631
29,775
32
Female
5,319
Single
null
PhD
Employed
25.371247
Suburban
Premium
1
12
551
7
2020-08-05 15:21:39.281787
Good
Yes
Monthly
Condo
934
29,776
57
Male
26,961
Married
0
PhD
Employed
34.790631
Urban
Comprehensive
null
19
609
7
2020-11-26 15:21:39.237118
Good
No
Rarely
Apartment
38
29,777
52
Male
628
Married
null
Bachelor's
null
15.065204
Rural
Basic
2
0
820
3
2022-09-23 15:21:39.176717
Good
Yes
Weekly
Condo
799
29,778
56
Female
10,175
Married
3
Master's
Self-Employed
23.138024
Suburban
Comprehensive
null
16
565
6
2020-08-24 15:21:39.213373
Average
Yes
Daily
House
1,120
29,779
63
Female
35,297
Married
3
High School
null
29.534183
Rural
Basic
1
9
543
2
2022-12-09 15:21:39.191219
Poor
Yes
Weekly
Condo
1,132
29,780
26
Female
6,860
Single
2
High School
Employed
43.357973
Suburban
Basic
1
11
715
9
2024-06-08 15:21:39.205850
Good
Yes
Rarely
Apartment
667
29,781
44
Male
1,626
Married
3
Bachelor's
Self-Employed
18.777311
Rural
Premium
2
0
803
4
2023-06-27 15:21:39.105504
Good
No
Rarely
Apartment
622
29,782
27
Male
46,163
Married
1
Master's
Self-Employed
23.803487
Suburban
Premium
null
10
null
5
2021-01-12 15:21:39.102694
Average
Yes
Weekly
House
2,697
29,783
31
Female
16,442
Divorced
0
Bachelor's
null
8.624555
Rural
Premium
null
5
812
8
2022-12-28 15:21:39.259788
Good
Yes
Daily
Apartment
931
29,784
56
Male
20,962
Single
3
Bachelor's
null
39.895797
Suburban
Premium
null
10
553
6
2021-08-02 15:21:39.265513
Average
Yes
Monthly
Condo
476
29,785
57
Male
90,797
Single
3
PhD
Unemployed
27.844795
Suburban
Comprehensive
null
10
357
2
2023-01-22 15:21:39.172097
Average
No
Weekly
Apartment
2,082
29,786
52
Female
34,179
Divorced
3
PhD
Self-Employed
36.94729
Urban
Basic
1
15
719
2
2023-07-06 15:21:39.198406
Poor
No
Rarely
Apartment
1,828
29,787
30
Male
50,879
Divorced
4
Bachelor's
null
31.959239
Rural
Premium
2
17
384
5
2022-02-20 15:21:39.264504
null
Yes
Rarely
House
450
29,788
40
Male
616
Married
2
Master's
Employed
48.83973
Suburban
Basic
1
2
342
6
2020-01-05 15:21:39.172097
Poor
Yes
Weekly
House
1,177
29,789
45
Female
10,791
Married
2
PhD
Employed
33.84836
Urban
Premium
null
11
607
3
2023-10-15 15:21:39.174719
Good
No
Weekly
House
514
29,790
33
Female
18,256
Single
1
Bachelor's
Self-Employed
20.234437
Rural
Basic
0
6
441
8
2020-12-15 15:21:39.129190
Poor
No
Daily
Condo
482
29,791
45
Male
17,121
Married
1
PhD
Unemployed
31.852168
Urban
Basic
1
8
846
2
2019-09-03 15:21:39.283783
Average
Yes
Weekly
Condo
2,105
29,792
64
Male
null
Married
4
Master's
Employed
21.988158
Suburban
Basic
null
3
677
2
2021-04-25 15:21:39.287115
Average
No
Rarely
Apartment
305
29,793
19
Female
15,769
Single
null
High School
Employed
11.473755
Rural
Basic
1
1
526
9
2020-04-24 15:21:39.290098
Good
No
Weekly
Condo
532
29,794
35
Male
null
Single
0
PhD
Employed
null
Rural
Comprehensive
2
16
null
7
2024-05-30 15:21:39.237118
Poor
Yes
Weekly
House
40
29,795
54
Female
7,892
Divorced
2
High School
Employed
23.882923
Rural
Comprehensive
1
11
602
8
2021-10-29 15:21:39.134960
Good
Yes
Rarely
Apartment
708
29,796
35
Female
41,004
Married
1
Master's
null
35.597925
Suburban
Comprehensive
0
16
571
8
2021-10-23 15:21:39.206847
Good
No
Rarely
House
1,867
29,797
55
Female
134,710
Single
4
Bachelor's
Self-Employed
21.89816
Rural
Premium
0
19
349
2
2023-01-21 15:21:39.134960
Poor
No
Monthly
House
299
29,798
24
Male
26,330
Married
3
Bachelor's
Unemployed
17.086515
Urban
Premium
null
10
832
1
2020-06-13 15:21:39.134960
Poor
No
Daily
Apartment
1,141
29,799
47
Male
10,198
Divorced
3
Bachelor's
Employed
9.722124
Suburban
Premium
1
9
null
7
2021-09-06 15:21:39.155231
Good
No
Rarely
Apartment
717