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
1,163,700
34
Male
10,897
Divorced
2
Bachelor's
null
27.869401
Suburban
Comprehensive
0
3
828
3
2023-02-27 15:21:39.121169
Average
Yes
Weekly
House
1,497
1,163,701
45
Female
49,878
Single
4
PhD
Self-Employed
null
Urban
Comprehensive
3
3
551
1
2019-10-12 15:21:39.179186
Average
Yes
Weekly
Condo
576
1,163,702
52
Male
106,799
Married
3
PhD
null
33.084706
Urban
Basic
1
7
657
4
2022-07-20 15:21:39.095696
null
No
Daily
Condo
4,077
1,163,703
28
Male
37,393
Divorced
2
PhD
Self-Employed
18.359959
Suburban
Comprehensive
1
5
636
2
2021-11-10 15:21:39.094752
Poor
No
Monthly
Apartment
788
1,163,704
27
Female
10,049
Married
2
Bachelor's
Employed
47.834804
Suburban
Basic
0
15
693
8
2023-10-03 15:21:39.177724
Poor
Yes
Weekly
Apartment
1,165
1,163,705
33
Male
26,889
Single
0
PhD
Self-Employed
12.183321
Suburban
Basic
1
7
725
8
2022-10-21 15:21:39.134960
Average
Yes
Daily
Apartment
585
1,163,706
61
Male
56,644
Married
0
Bachelor's
Self-Employed
51.822893
Suburban
Comprehensive
1
8
650
5
2022-09-28 15:21:39.155231
Poor
Yes
Monthly
Condo
775
1,163,707
54
Male
35,358
Married
0
PhD
Employed
null
Suburban
Comprehensive
0
9
822
6
2024-01-08 15:21:39.237118
Good
Yes
Monthly
Condo
753
1,163,708
58
Female
10,982
Single
4
PhD
Self-Employed
35.366211
Urban
Basic
null
2
654
6
2023-04-07 15:21:39.095696
Average
Yes
Rarely
House
662
1,163,709
64
Female
15,496
Divorced
0
Master's
Employed
10.653402
Rural
Comprehensive
null
16
522
2
2024-05-29 15:21:39.093681
Poor
Yes
Rarely
House
833
1,163,710
24
Male
23,648
Divorced
1
Master's
null
5.988671
Rural
Premium
2
6
695
3
2023-05-16 15:21:39.209847
Average
No
Weekly
Apartment
1,235
1,163,711
38
Male
39,442
Married
0
PhD
Unemployed
25.092913
Suburban
Premium
2
8
370
7
2024-06-23 15:21:39.204790
Poor
Yes
Monthly
Condo
1,211
1,163,712
62
Female
2,914
Married
1
PhD
null
41.52798
Rural
Premium
0
11
614
7
2023-09-25 15:21:39.264504
Average
No
Daily
Apartment
425
1,163,713
39
Male
17,177
Married
1
Bachelor's
Employed
7.456621
Urban
Premium
1
0
null
8
2023-09-19 15:21:39.105504
Poor
Yes
Monthly
House
1,461
1,163,714
24
Male
18,085
Married
3
PhD
Unemployed
33.64785
Suburban
Basic
null
15
752
3
2020-07-26 15:21:39.134960
Good
Yes
Rarely
House
452
1,163,715
18
Female
514
Single
2
PhD
null
23.827261
Suburban
Basic
1
10
439
9
2020-05-24 15:21:39.194829
Poor
Yes
Weekly
House
706
1,163,716
60
Female
10,892
Married
1
Bachelor's
Employed
20.068397
Rural
Comprehensive
0
19
773
5
2021-10-22 15:21:39.134960
Average
No
Weekly
Apartment
1,138
1,163,717
49
Male
44,733
Divorced
0
Master's
Employed
22.87899
Urban
Comprehensive
null
2
639
2
2022-12-13 15:21:39.120168
Poor
No
Daily
Condo
898
1,163,718
19
Male
39,715
Divorced
0
Bachelor's
null
33.981768
Suburban
Premium
0
4
506
2
2021-09-25 15:21:39.155231
Poor
Yes
Rarely
Condo
719
1,163,719
40
Male
40,593
Single
0
Bachelor's
Employed
47.865932
Urban
Comprehensive
0
2
520
7
2022-09-06 15:21:39.266452
null
No
Daily
Condo
1,014
1,163,720
46
Male
1,457
Married
null
Bachelor's
null
29.054977
Urban
Premium
1
13
636
4
2022-05-02 15:21:39.254678
null
Yes
Monthly
Apartment
1,379
1,163,721
21
Female
84,920
Divorced
0
Master's
Employed
50.964696
Suburban
Comprehensive
0
17
314
2
2019-09-18 15:21:39.281787
Average
No
Rarely
House
347
1,163,722
45
Male
null
Married
1
PhD
null
51.094816
Rural
Basic
2
9
null
2
2023-02-24 15:21:39.279729
Average
No
Weekly
Apartment
1,253
1,163,723
20
Female
34,369
Divorced
4
PhD
Unemployed
24.622356
Suburban
Basic
1
7
503
8
2024-02-13 15:21:39.155231
Good
No
Weekly
House
2,382
1,163,724
40
Male
139,097
Married
2
High School
Unemployed
16.358882
Rural
Basic
0
14
463
3
2020-11-29 15:21:39.245086
Average
Yes
Daily
Condo
2,047
1,163,725
44
Male
12,096
Divorced
1
Bachelor's
Self-Employed
18.335579
Suburban
Premium
1
14
615
3
2022-05-25 15:21:39.185215
Average
No
Rarely
Condo
793
1,163,726
23
Female
34,753
Single
0
Bachelor's
null
null
Urban
Basic
1
13
571
4
2023-04-23 15:21:39.248098
Poor
No
Monthly
Condo
483
1,163,727
48
Male
64,420
Divorced
0
High School
null
15.56691
Rural
Premium
null
8
492
7
2024-07-05 15:21:39.079026
Poor
No
Rarely
Apartment
270
1,163,728
29
Female
9,916
Divorced
3
Bachelor's
Unemployed
33.993562
Suburban
Basic
2
12
716
4
2023-03-17 15:21:39.082499
Good
Yes
Rarely
Apartment
34
1,163,729
59
Male
51,572
Single
0
High School
Self-Employed
36.910089
Urban
Premium
2
15
null
5
2022-01-21 15:21:39.093681
Poor
Yes
Rarely
Condo
38
1,163,730
64
Male
6,092
Married
4
Master's
Employed
14.814456
Suburban
Basic
null
11
748
3
2022-10-26 15:21:39.134960
Poor
Yes
Daily
House
1,448
1,163,731
44
Female
28,418
Married
0
Bachelor's
null
13.72326
Suburban
Basic
2
4
759
5
2022-03-23 15:21:39.134960
Average
No
Weekly
Apartment
1,018
1,163,732
51
Male
90,613
Married
4
PhD
Self-Employed
31.283045
Urban
Comprehensive
0
15
430
9
2019-12-04 15:21:39.134960
Poor
Yes
Monthly
House
461
1,163,733
22
Male
24,996
Married
1
High School
null
9.08687
Suburban
Basic
0
1
534
1
2020-06-22 15:21:39.236064
Average
No
Rarely
House
933
1,163,734
51
Male
6,051
Single
3
PhD
Employed
30.948018
Suburban
Basic
1
2
692
7
2023-06-22 15:21:39.237118
Average
Yes
Daily
House
1,471
1,163,735
60
Female
8,791
Single
null
Bachelor's
Self-Employed
35.096461
Urban
Premium
0
10
544
7
2023-04-24 15:21:39.148733
Good
No
Weekly
House
582
1,163,736
28
Female
78,818
Single
0
Bachelor's
null
9.951374
Suburban
Premium
1
13
690
5
2022-06-04 15:21:39.264504
Average
Yes
Rarely
Apartment
49
1,163,737
29
Female
84,199
Divorced
3
Bachelor's
Self-Employed
48.848298
Suburban
Comprehensive
null
15
363
6
2024-01-24 15:21:39.172097
Poor
Yes
Rarely
Apartment
212
1,163,738
31
Male
8,567
Divorced
null
PhD
Employed
26.653859
Rural
Premium
1
16
832
4
2021-06-04 15:21:39.167099
Good
No
Rarely
Apartment
2,272
1,163,739
48
Male
16,063
Divorced
1
Master's
Unemployed
26.976148
Rural
Basic
null
5
713
6
2021-10-13 15:21:39.172097
Average
No
Monthly
Apartment
719
1,163,740
57
Male
8,054
Married
0
Master's
Self-Employed
16.788378
Urban
Premium
1
5
741
6
2023-06-20 15:21:39.134960
Good
No
Weekly
House
2,926
1,163,741
37
Female
44,740
Divorced
0
Master's
null
6.794444
Urban
Premium
null
18
651
1
2020-06-22 15:21:39.237118
Good
Yes
Weekly
Apartment
86
1,163,742
64
Male
54,746
Divorced
4
Bachelor's
Unemployed
14.959583
Rural
Premium
0
4
422
4
2021-04-18 15:21:39.288099
Poor
No
Daily
House
48
1,163,743
21
Male
3,490
Single
3
Master's
Employed
null
Suburban
Basic
0
18
566
8
2022-09-08 15:21:39.259788
Good
Yes
Rarely
Condo
622
1,163,744
59
Female
39,722
Divorced
0
Master's
Employed
23.958597
Urban
Basic
1
13
769
2
2020-07-11 15:21:39.172097
Average
No
Monthly
House
1,568
1,163,745
45
Male
25,148
Married
2
Bachelor's
Employed
23.034969
Rural
Comprehensive
1
12
534
5
2023-10-04 15:21:39.152732
Average
No
Rarely
Condo
571
1,163,746
41
Male
24,752
Single
3
PhD
Self-Employed
20.934652
Urban
Basic
null
17
814
6
2023-10-24 15:21:39.222387
Poor
Yes
Monthly
Apartment
677
1,163,747
53
Male
16,881
Married
null
Bachelor's
null
40.686411
Urban
Basic
2
6
493
3
2020-06-18 15:21:39.276901
null
Yes
Daily
Condo
464
1,163,748
49
Female
3,167
Divorced
4
Bachelor's
Employed
16.644845
Urban
Basic
1
14
null
8
2023-12-07 15:21:39.126661
Average
Yes
Weekly
House
2,685
1,163,749
53
Female
126,742
Single
0
Bachelor's
Unemployed
null
Urban
Comprehensive
2
12
725
2
2024-07-22 15:21:39.089116
null
Yes
Rarely
House
971
1,163,750
54
Female
6,902
Married
4
Master's
null
36.08716
Rural
Premium
0
18
603
8
2021-01-11 15:21:39.132191
Good
No
Weekly
Condo
554
1,163,751
58
Female
15,380
Divorced
1
Bachelor's
null
29.055714
Suburban
Basic
3
13
679
9
2021-11-20 15:21:39.276901
Average
Yes
Monthly
Condo
589
1,163,752
48
Female
44,563
Married
0
Master's
Employed
43.226427
Rural
Comprehensive
1
14
756
6
2023-10-04 15:21:39.222387
Average
No
Weekly
House
409
1,163,753
18
Male
11,703
Divorced
1
Bachelor's
null
39.284747
Suburban
Premium
0
17
506
8
2022-07-20 15:21:39.095696
Average
Yes
Rarely
Apartment
1,590
1,163,754
53
Female
24,886
Single
3
PhD
Self-Employed
18.08271
Suburban
Comprehensive
1
11
793
5
2020-05-04 15:21:39.134960
Poor
No
Weekly
House
1,447
1,163,755
60
Female
34
Married
2
PhD
Unemployed
29.156486
Rural
Comprehensive
null
8
583
8
2024-05-21 15:21:39.155231
Average
No
Daily
Condo
581
1,163,756
31
Male
51,834
Divorced
0
PhD
Unemployed
26.846126
Rural
Comprehensive
0
8
778
4
2022-04-21 15:21:39.134960
Good
Yes
Monthly
Condo
127
1,163,757
35
Male
77,177
Single
0
Bachelor's
null
21.97068
Rural
Premium
null
5
455
2
2019-11-07 15:21:39.134960
Poor
Yes
Rarely
Condo
1,733
1,163,758
26
Female
39,731
Married
3
Bachelor's
Unemployed
23.246886
Suburban
Basic
null
17
382
5
2022-10-21 15:21:39.171102
Good
Yes
Rarely
House
459
1,163,759
29
Female
27,481
Single
4
PhD
Unemployed
38.12148
Suburban
Premium
0
19
659
5
2022-08-19 15:21:39.145732
Poor
Yes
Monthly
House
991
1,163,760
35
Male
40,978
Married
2
Master's
null
23.245959
Urban
Premium
null
11
617
4
2022-07-24 15:21:39.155231
Average
No
Daily
Apartment
1,142
1,163,761
26
Male
5,920
Single
1
Master's
Unemployed
null
Suburban
Premium
null
1
678
3
2024-05-20 15:21:39.272456
Average
Yes
Daily
House
1,365
1,163,762
62
Female
58,261
Single
1
PhD
Employed
27.818757
Urban
Comprehensive
1
18
488
7
2022-11-26 15:21:39.166062
Average
Yes
Daily
Apartment
212
1,163,763
53
Male
604
Single
4
Master's
Employed
18.145037
Suburban
Basic
null
2
538
3
2022-02-10 15:21:39.111551
Average
No
Weekly
House
3,638
1,163,764
20
Male
46,511
Divorced
4
PhD
Unemployed
6.722198
Rural
Comprehensive
3
4
682
2
2022-06-06 15:21:39.180553
null
Yes
Rarely
Condo
1,042
1,163,765
48
Male
26,395
Married
1
Master's
Unemployed
12.812015
Urban
Comprehensive
1
0
737
1
2020-05-28 15:21:39.281787
Poor
Yes
Daily
House
1,572
1,163,766
53
Male
19,481
Single
0
High School
Employed
26.098053
Suburban
Comprehensive
null
8
651
1
2024-03-24 15:21:39.175719
null
Yes
Weekly
House
431
1,163,767
34
Male
46,217
Single
3
Master's
null
38.562403
Urban
Premium
1
9
810
3
2022-11-15 15:21:39.126661
Average
Yes
Rarely
House
815
1,163,768
61
Female
15,641
Divorced
null
High School
Unemployed
20.827613
Suburban
Comprehensive
null
19
565
8
2023-11-27 15:21:39.244069
Good
No
Weekly
Apartment
368
1,163,769
59
Male
94,877
Single
4
Master's
null
18.790529
Rural
Comprehensive
1
9
406
3
2022-05-18 15:21:39.155231
Average
No
Weekly
House
2,220
1,163,770
null
Female
42,876
Married
4
Bachelor's
Self-Employed
28.832157
Rural
Basic
null
14
803
3
2024-01-04 15:21:39.253660
Poor
Yes
Weekly
Apartment
348
1,163,771
47
Female
29,453
Married
2
High School
Unemployed
25.898388
Urban
Basic
1
0
837
2
2023-09-12 15:21:39.263432
Poor
No
Monthly
Condo
601
1,163,772
30
Male
37,714
Single
4
Master's
Employed
21.917995
Suburban
Comprehensive
0
17
761
3
2020-02-15 15:21:39.226954
Poor
No
Weekly
House
612
1,163,773
46
Female
59,425
Single
1
Master's
null
26.386844
Suburban
Basic
null
4
null
4
2024-03-27 15:21:39.221386
null
No
Monthly
Apartment
2,691
1,163,774
34
Male
2,490
Single
4
High School
null
33.755207
Suburban
Comprehensive
0
4
815
6
2021-01-21 15:21:39.090124
Good
Yes
Monthly
Condo
3,413
1,163,775
43
Male
40,597
Single
null
PhD
Unemployed
45.790046
Rural
Premium
0
12
617
9
2022-04-12 15:21:39.222387
Average
No
Weekly
House
82
1,163,776
56
Female
4,071
Single
null
Master's
null
22.893876
Suburban
Comprehensive
null
5
713
2
2023-06-07 15:21:39.237118
Good
Yes
Weekly
House
2,386
1,163,777
54
Male
1,095
Single
null
Bachelor's
null
47.817437
Rural
Comprehensive
0
1
474
3
2022-06-12 15:21:39.122134
Poor
No
Rarely
House
1,137
1,163,778
50
Male
9,081
Married
0
Bachelor's
null
24.099574
Suburban
Premium
null
3
561
9
2020-04-25 15:21:39.155231
Good
Yes
Rarely
House
3,753
1,163,779
24
Female
2,492
Divorced
3
Bachelor's
Self-Employed
44.848507
Suburban
Comprehensive
0
2
551
6
2024-05-18 15:21:39.206847
Good
Yes
Rarely
House
2,564
1,163,780
26
Male
4,725
Married
2
PhD
Employed
null
Urban
Comprehensive
null
16
772
9
2024-04-30 15:21:39.221386
Good
No
Daily
Apartment
591
1,163,781
42
Male
23,104
Married
4
Bachelor's
Self-Employed
38.409536
Rural
Premium
null
12
752
4
2022-04-27 15:21:39.228521
Poor
No
Daily
House
36
1,163,782
60
Male
39,741
Married
null
Master's
Unemployed
40.824187
Rural
Comprehensive
1
17
516
9
2022-02-11 15:21:39.237118
Good
No
Rarely
House
939
1,163,783
23
Female
26,889
Single
4
Bachelor's
Unemployed
13.857251
Rural
Basic
null
9
786
7
2019-11-06 15:21:39.155231
Poor
Yes
Monthly
Condo
621
1,163,784
61
Female
27,114
Divorced
null
High School
null
25.539709
Suburban
Basic
null
9
508
1
2021-01-01 15:21:39.257696
Average
No
Monthly
Condo
740
1,163,785
41
Male
53,359
Married
3
PhD
Unemployed
25.839308
Rural
Comprehensive
1
13
401
3
2020-03-05 15:21:39.258696
Average
Yes
Monthly
House
646
1,163,786
64
Female
8,056
Single
1
PhD
Employed
null
Suburban
Basic
1
4
null
3
2022-03-20 15:21:39.146733
Average
No
Daily
Apartment
818
1,163,787
49
Female
10,045
Single
1
Bachelor's
Employed
6.696901
Suburban
Basic
1
4
null
1
2022-01-18 15:21:39.237118
Average
No
Weekly
Apartment
977
1,163,788
57
Male
9,092
Single
1
Bachelor's
null
30.423545
Urban
Basic
1
19
731
9
2020-05-05 15:21:39.134960
Average
No
Weekly
Apartment
1,330
1,163,789
31
Female
17,992
Married
1
PhD
Unemployed
41.933738
Urban
Basic
null
3
437
1
2023-11-27 15:21:39.226954
Poor
Yes
Daily
House
785
1,163,790
34
Male
2,558
Married
1
PhD
null
26.543134
Suburban
Comprehensive
1
19
420
5
2020-04-02 15:21:39.237118
Good
No
Weekly
House
2,801
1,163,791
62
Female
9,867
Single
0
Master's
Self-Employed
19.770434
Rural
Premium
3
14
593
1
2020-10-08 15:21:39.134960
Average
Yes
Daily
Apartment
134
1,163,792
58
Male
43,714
Married
4
Bachelor's
null
43.592351
Urban
Premium
2
9
594
4
2023-05-04 15:21:39.134960
Poor
Yes
Monthly
Apartment
686
1,163,793
23
Female
926
Divorced
1
PhD
null
35.052531
Rural
Premium
2
13
808
8
2021-06-12 15:21:39.134960
Poor
No
Daily
Apartment
1,121
1,163,794
58
Female
5,817
Single
2
PhD
Self-Employed
10.812366
Rural
Basic
2
19
748
6
2022-01-29 15:21:39.145732
Average
Yes
Rarely
House
809
1,163,795
41
Female
60,588
Single
4
PhD
Self-Employed
17.185036
Urban
Premium
null
5
816
9
2020-10-23 15:21:39.231531
Poor
No
Weekly
Condo
119
1,163,796
49
Female
6,829
Single
3
Bachelor's
Self-Employed
33.822722
Rural
Comprehensive
1
8
391
3
2021-02-21 15:21:39.134960
Average
Yes
Rarely
Apartment
1,099
1,163,797
54
Female
15,863
Single
0
PhD
Self-Employed
24.365066
Suburban
Comprehensive
0
1
751
6
2020-03-25 15:21:39.134960
Average
Yes
Weekly
Condo
665
1,163,798
20
Male
7,082
Married
3
PhD
Employed
48.532122
Rural
Comprehensive
2
5
424
8
2022-07-30 15:21:39.095696
Average
No
Monthly
Condo
1,034
1,163,799
63
Female
35,198
Single
0
Bachelor's
Self-Employed
41.788477
Urban
Premium
1
3
464
6
2020-11-27 15:21:39.155231
Good
Yes
Rarely
Apartment
695