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
52,600
29
Male
968
Married
0
PhD
Unemployed
null
Urban
Premium
1
5
613
5
2022-07-23 15:21:39.187211
Good
No
Weekly
Apartment
841
52,601
63
Female
1,797
Divorced
1
Bachelor's
Unemployed
38.455791
Rural
Comprehensive
0
13
379
6
2019-11-29 15:21:39.249100
Average
Yes
Weekly
Condo
1,074
52,602
30
Male
16,625
Single
3
High School
Employed
32.57249
Rural
Premium
1
12
577
2
2020-12-12 15:21:39.168099
Poor
No
Weekly
Condo
1,312
52,603
32
Male
15,409
Married
1
High School
Self-Employed
4.878509
Urban
Premium
1
15
567
6
2020-03-03 15:21:39.129190
Poor
No
Rarely
Apartment
1,644
52,604
59
Female
3,878
Single
0
PhD
Self-Employed
null
Rural
Premium
0
3
null
3
2021-05-28 15:21:39.150730
Good
No
Daily
Apartment
1,519
52,605
26
Female
11,982
Divorced
0
High School
null
13.170816
Urban
Comprehensive
0
18
null
7
2022-12-31 15:21:39.134960
Average
Yes
Weekly
House
981
52,606
36
Female
7,791
Divorced
4
PhD
null
28.065258
Suburban
Premium
1
13
696
3
2022-07-13 15:21:39.155231
null
Yes
Rarely
Apartment
2,122
52,607
38
Male
11,958
Divorced
1
Master's
Employed
32.288819
Rural
Premium
0
8
null
4
2019-11-17 15:21:39.110557
Good
Yes
Daily
Apartment
979
52,608
43
Female
689
Single
2
Master's
null
41.017004
Urban
Comprehensive
0
15
509
8
2020-05-21 15:21:39.273973
Average
No
Weekly
Condo
1,032
52,609
45
Female
47,436
Divorced
2
Master's
Employed
15.038893
Suburban
Premium
0
16
323
9
2023-07-03 15:21:39.183598
Poor
Yes
Weekly
Apartment
936
52,610
18
Female
24,400
Married
2
Bachelor's
Unemployed
8.472509
Suburban
Basic
null
19
771
1
2024-07-16 15:21:39.282785
Good
No
Monthly
Condo
2,349
52,611
58
Female
24,886
Divorced
0
High School
Unemployed
43.658898
Urban
Basic
null
14
530
5
2021-04-21 15:21:39.181605
Poor
Yes
Daily
House
1,578
52,612
24
Female
44,226
Single
4
Bachelor's
Self-Employed
42.263461
Suburban
Basic
1
18
744
3
2024-01-29 15:21:39.228521
Average
No
Monthly
Condo
1,257
52,613
35
Female
53,323
Married
4
PhD
null
29.353669
Rural
Comprehensive
2
19
437
2
2020-07-24 15:21:39.188220
Average
Yes
Rarely
Apartment
50
52,614
61
Female
116,878
Single
0
High School
null
16.952269
Rural
Comprehensive
0
7
330
2
2020-05-04 15:21:39.194829
Average
Yes
Weekly
Condo
603
52,615
24
Male
20,659
Divorced
1
Bachelor's
Unemployed
16.84485
Rural
Basic
2
15
631
6
2023-03-02 15:21:39.169102
Average
Yes
Daily
House
3,254
52,616
38
Female
71,628
Single
4
Master's
Employed
28.292712
Rural
Basic
null
12
437
2
2024-02-27 15:21:39.155231
Poor
Yes
Rarely
Condo
2,268
52,617
31
Female
null
Single
1
Bachelor's
Unemployed
14.077694
Urban
Basic
0
15
null
2
2022-05-16 15:21:39.148733
Good
No
Rarely
House
66
52,618
20
Female
88,426
Divorced
3
Master's
Self-Employed
17.569788
Urban
Premium
null
8
437
8
2022-12-14 15:21:39.224915
Average
No
Rarely
House
715
52,619
19
Male
45,499
Married
0
High School
null
6.471514
Suburban
Premium
null
0
707
4
2023-02-02 15:21:39.134960
Good
Yes
Monthly
Condo
955
52,620
24
Female
24,009
Divorced
4
Bachelor's
null
null
Suburban
Premium
null
0
null
9
2023-11-16 15:21:39.207847
Good
Yes
Daily
Apartment
1,208
52,621
46
Male
25,392
Divorced
3
PhD
Unemployed
29.783644
Rural
Comprehensive
3
10
647
7
2024-01-14 15:21:39.237118
Poor
Yes
Rarely
Condo
134
52,622
33
Female
84,566
Divorced
4
PhD
null
47.723303
Urban
Basic
2
18
588
4
2024-07-29 15:21:39.129190
Poor
Yes
Rarely
Apartment
3,125
52,623
21
Male
105,543
Single
3
Master's
null
54.976584
Suburban
Premium
null
0
510
3
2023-07-08 15:21:39.102694
Average
Yes
Daily
Condo
1,098
52,624
52
Female
68,155
Divorced
4
Master's
Unemployed
15.097595
Rural
Premium
1
2
375
4
2022-01-21 15:21:39.288099
Good
No
Daily
House
432
52,625
38
Female
5,570
Married
1
PhD
Self-Employed
47.88884
Suburban
Premium
null
14
693
2
2021-07-05 15:21:39.126661
Poor
Yes
Weekly
House
1,662
52,626
24
Male
3,729
Single
null
PhD
Employed
6.481989
Rural
Basic
0
3
711
2
2023-09-23 15:21:39.226954
Good
No
Weekly
House
28
52,627
51
Female
17,663
Married
4
PhD
Self-Employed
31.13591
Rural
Comprehensive
1
13
756
2
2019-10-05 15:21:39.279729
Poor
Yes
Monthly
House
2,188
52,628
39
Female
2,480
Single
2
High School
null
6.847779
Rural
Comprehensive
0
4
533
5
2020-06-08 15:21:39.202448
Poor
No
Daily
Condo
251
52,629
20
Male
56,687
Married
2
Bachelor's
Self-Employed
50.828795
Urban
Basic
null
17
738
7
2020-11-29 15:21:39.102694
Average
No
Daily
Apartment
4,094
52,630
52
Female
1,039
Single
4
PhD
Employed
15.838206
Rural
Comprehensive
2
18
757
3
2023-11-06 15:21:39.130190
Poor
No
Monthly
Apartment
997
52,631
46
Female
28,963
Single
3
Bachelor's
Unemployed
28.153461
Urban
Basic
0
11
609
2
2020-04-10 15:21:39.134960
Average
No
Daily
Apartment
1,258
52,632
48
Male
4,825
Married
2
PhD
Employed
19.103027
Suburban
Comprehensive
0
5
751
1
2024-03-31 15:21:39.145732
Poor
No
Monthly
House
2,744
52,633
59
Female
5,943
Single
3
Master's
Self-Employed
18.691664
Suburban
Premium
1
3
587
4
2022-02-24 15:21:39.149731
Average
Yes
Rarely
Condo
2,371
52,634
null
Female
17,132
Single
2
Bachelor's
Unemployed
6.030745
Rural
Basic
null
2
405
8
2019-09-27 15:21:39.219432
Good
No
Rarely
Apartment
881
52,635
55
Female
18,077
Married
2
High School
null
19.697849
Rural
Basic
null
7
621
6
2020-01-18 15:21:39.253660
Good
No
Rarely
Condo
1,011
52,636
57
Female
5,911
Single
2
PhD
null
12.634311
Suburban
Comprehensive
1
16
819
1
2021-04-21 15:21:39.099739
Average
No
Daily
House
2,147
52,637
50
Female
18,307
Single
3
PhD
Unemployed
27.696585
Urban
Comprehensive
1
11
712
4
2020-08-23 15:21:39.091080
Poor
No
Rarely
Condo
503
52,638
47
Male
11,350
Single
0
PhD
null
29.891924
Rural
Basic
1
14
517
4
2021-04-15 15:21:39.170099
Poor
Yes
Daily
Apartment
1,029
52,639
61
Male
28,791
Divorced
1
High School
null
12.282922
Suburban
Basic
0
4
438
4
2022-02-13 15:21:39.254678
Average
Yes
Daily
Condo
474
52,640
22
Female
483
Single
0
PhD
null
40.944117
Rural
Premium
1
1
468
8
2021-04-11 15:21:39.237118
Good
Yes
Monthly
House
1,224
52,641
49
Female
34,390
Single
1
High School
Self-Employed
null
Urban
Basic
0
3
null
7
2021-10-13 15:21:39.134960
Poor
Yes
Monthly
Apartment
683
52,642
55
Female
142,299
Divorced
0
Bachelor's
Employed
20.435514
Rural
Basic
2
1
null
8
2021-03-20 15:21:39.134960
Poor
Yes
Rarely
House
3,393
52,643
57
Male
43,842
Divorced
1
High School
null
12.443669
Suburban
Comprehensive
0
7
798
2
2021-12-08 15:21:39.264504
Good
Yes
Weekly
Condo
740
52,644
58
Female
143,045
Divorced
1
Master's
Self-Employed
42.162927
Suburban
Basic
1
15
439
1
2020-06-16 15:21:39.279729
Average
No
Monthly
Apartment
119
52,645
64
Female
1,885
Single
2
Bachelor's
Unemployed
null
Urban
Basic
0
4
782
8
2022-11-23 15:21:39.237118
Good
Yes
Monthly
House
489
52,646
36
Male
null
Divorced
1
Bachelor's
Employed
41.734505
Suburban
Basic
null
3
372
6
2021-03-30 15:21:39.100695
Good
Yes
Daily
House
3,722
52,647
35
Male
1,807
Single
4
High School
Unemployed
31.790697
Urban
Comprehensive
2
6
636
3
2020-05-20 15:21:39.278402
Good
No
Weekly
House
567
52,648
38
Male
23,897
Married
1
Master's
null
34.849678
Suburban
Basic
2
8
818
9
2022-11-18 15:21:39.155231
Poor
No
Daily
House
709
52,649
41
Female
71,776
Single
4
Bachelor's
Employed
7.817444
Urban
Basic
2
7
361
9
2021-11-14 15:21:39.201446
Good
Yes
Rarely
House
714
52,650
46
Male
71,854
Single
0
PhD
Employed
29.980173
Urban
Basic
null
6
617
4
2019-11-20 15:21:39.251142
Poor
Yes
Monthly
Apartment
203
52,651
55
Female
3,063
Married
2
Master's
Employed
31.816998
Rural
Basic
null
6
379
3
2020-09-14 15:21:39.082499
Good
Yes
Daily
House
1,507
52,652
38
Male
1,574
Single
null
High School
null
32.157548
Urban
Basic
2
14
null
5
2023-08-13 15:21:39.279729
Average
Yes
Weekly
Condo
511
52,653
58
Male
29,006
Divorced
1
Bachelor's
Self-Employed
17.638386
Suburban
Basic
2
16
624
4
2022-12-02 15:21:39.155231
Poor
No
Weekly
Condo
1,596
52,654
51
Female
26,981
Single
null
Bachelor's
null
46.74969
Suburban
Premium
0
15
624
4
2021-06-12 15:21:39.090124
Average
Yes
Weekly
Condo
1,230
52,655
24
Female
15,788
Divorced
2
PhD
Unemployed
38.539788
Rural
Premium
0
4
null
7
2021-01-23 15:21:39.084065
null
Yes
Daily
Condo
1,786
52,656
42
Male
105,501
Divorced
3
PhD
Unemployed
29.924125
Urban
Basic
0
11
827
9
2021-05-07 15:21:39.145732
Average
No
Monthly
Apartment
198
52,657
52
Male
19,037
Single
4
Master's
Unemployed
10.806656
Rural
Comprehensive
2
2
368
8
2021-01-16 15:21:39.283783
Good
Yes
Monthly
Apartment
1,220
52,658
33
Female
4,711
Divorced
0
Bachelor's
Employed
5.243559
Urban
Comprehensive
null
9
810
4
2021-07-18 15:21:39.237118
null
No
Monthly
Apartment
909
52,659
60
Female
68,931
Single
2
Master's
Employed
19.520928
Suburban
Comprehensive
2
16
474
3
2020-04-14 15:21:39.155231
Average
No
Weekly
Condo
2,144
52,660
35
Female
10,115
Divorced
0
PhD
Self-Employed
30.390595
Suburban
Comprehensive
2
7
382
9
2024-08-13 15:21:39.183598
Average
Yes
Rarely
Condo
826
52,661
53
Female
73,956
Married
1
Bachelor's
Self-Employed
42.140845
Rural
Premium
null
14
397
1
2022-07-05 15:21:39.093681
Poor
Yes
Monthly
House
1,592
52,662
64
Female
5,095
Single
0
PhD
Employed
28.769886
Urban
Comprehensive
null
16
481
3
2023-06-08 15:21:39.155231
null
No
Monthly
House
567
52,663
33
Male
26,485
Married
0
High School
Self-Employed
20.317319
Rural
Comprehensive
1
9
474
1
2024-02-24 15:21:39.121169
Poor
No
Rarely
Apartment
492
52,664
19
Male
18,096
Married
1
High School
Employed
17.039382
Urban
Premium
1
11
617
2
2019-10-16 15:21:39.134960
Poor
Yes
Monthly
House
921
52,665
45
Female
1,260
Married
0
Master's
null
18.071723
Rural
Basic
1
18
609
4
2024-08-03 15:21:39.255696
Average
Yes
Daily
House
40
52,666
40
Male
45,415
Single
4
PhD
Unemployed
32.624002
Urban
Premium
1
10
null
3
2022-06-06 15:21:39.134960
Poor
Yes
Rarely
House
3,128
52,667
23
Female
2,614
Divorced
null
High School
Unemployed
50.923126
Rural
Premium
0
10
633
7
2020-05-25 15:21:39.092127
Poor
Yes
Daily
House
105
52,668
32
Female
27,358
Divorced
0
PhD
Unemployed
10.055926
Rural
Premium
null
9
null
3
2024-03-12 15:21:39.131192
Poor
Yes
Daily
House
1,358
52,669
36
Male
93,816
null
0
Bachelor's
null
35.58436
Urban
Premium
0
3
848
2
2020-07-11 15:21:39.175719
Poor
Yes
Monthly
Apartment
311
52,670
22
Male
null
Single
4
Bachelor's
Self-Employed
27.895321
Suburban
Comprehensive
null
14
725
5
2022-04-10 15:21:39.259788
Average
Yes
Monthly
Condo
362
52,671
37
Female
2,628
Divorced
null
Master's
Self-Employed
41.584555
Urban
Premium
1
8
799
8
2023-03-27 15:21:39.145732
Good
No
Daily
House
25
52,672
23
Male
104,300
Divorced
4
Bachelor's
Self-Employed
44.663092
Rural
Basic
1
2
301
8
2023-11-13 15:21:39.225916
Average
No
Daily
House
1,893
52,673
55
Male
117,825
Single
3
Master's
null
41.14296
Suburban
Comprehensive
1
17
325
3
2023-05-12 15:21:39.201446
Good
Yes
Rarely
Condo
1,252
52,674
37
Female
69,969
Married
null
Master's
null
20.892409
Rural
Comprehensive
0
15
434
7
2022-09-19 15:21:39.194829
Poor
No
Rarely
Apartment
494
52,675
52
Female
7,879
Single
3
High School
Self-Employed
14.63729
Suburban
Basic
null
15
575
3
2020-08-12 15:21:39.283783
null
No
Rarely
House
513
52,676
55
Female
17,132
Divorced
0
Bachelor's
Employed
39.068725
Suburban
Basic
1
13
null
4
2024-06-10 15:21:39.176717
Poor
No
Weekly
House
1,581
52,677
64
Male
1,449
Divorced
4
High School
Unemployed
13.171512
Urban
Premium
0
9
442
2
2019-11-20 15:21:39.237118
Average
Yes
Monthly
Condo
692
52,678
59
Male
25,193
Divorced
3
Master's
Employed
34.291352
Rural
Basic
0
4
748
4
2023-10-10 15:21:39.155231
Good
Yes
Daily
House
744
52,679
21
Male
82,612
Divorced
3
High School
Self-Employed
22.895113
Urban
Basic
2
17
454
9
2021-10-01 15:21:39.247098
null
No
Daily
Apartment
982
52,680
51
Male
24,293
Single
1
High School
null
26.572748
Suburban
Comprehensive
2
10
813
3
2020-05-21 15:21:39.134960
Poor
No
Rarely
House
567
52,681
22
Female
39,716
Single
4
High School
Unemployed
21.868709
Urban
Comprehensive
1
4
697
1
2021-11-09 15:21:39.134960
Poor
No
Rarely
Condo
743
52,682
29
Female
null
Divorced
3
High School
Unemployed
23.912256
Rural
Comprehensive
null
6
790
9
2020-07-20 15:21:39.132191
null
Yes
Rarely
Apartment
2,796
52,683
34
Male
91,376
Married
4
Master's
null
39.147941
Urban
Comprehensive
null
18
382
9
2024-02-25 15:21:39.155231
Good
Yes
Rarely
Apartment
1,426
52,684
63
Female
948
Single
4
PhD
Employed
43.28122
Rural
Comprehensive
2
14
361
8
2020-02-04 15:21:39.144722
Good
No
Weekly
Condo
907
52,685
62
Female
39,724
Divorced
null
High School
Unemployed
27.792694
Urban
Premium
1
19
582
7
2021-10-21 15:21:39.181605
null
No
Monthly
House
1,091
52,686
60
Female
10,284
Married
2
Master's
null
4.494462
Suburban
Premium
1
14
666
7
2022-12-20 15:21:39.272456
null
No
Daily
House
1,861
52,687
50
Male
1,893
Married
2
Master's
Self-Employed
14.555418
Rural
Basic
2
9
800
8
2020-08-30 15:21:39.095696
Average
Yes
Weekly
House
1,647
52,688
32
Female
17,091
Single
null
High School
null
17.141207
Urban
Comprehensive
0
14
577
5
2022-10-07 15:21:39.168099
Good
No
Daily
House
1,766
52,689
26
Male
null
Divorced
3
PhD
null
22.638302
Urban
Premium
0
8
434
3
2021-07-05 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,147
52,690
26
Female
30,497
Single
4
High School
Unemployed
51.926753
Urban
Basic
0
16
664
6
2020-01-18 15:21:39.088124
Average
Yes
Rarely
House
1,232
52,691
64
Male
56,098
Single
3
Bachelor's
Self-Employed
43.135044
Urban
Basic
null
11
664
6
2022-03-25 15:21:39.120168
Good
No
Daily
Apartment
324
52,692
54
Female
131,358
Single
0
High School
Self-Employed
35.934876
Urban
Premium
0
8
516
2
2019-09-27 15:21:39.251142
Good
No
Weekly
Apartment
130
52,693
42
Female
3,064
Divorced
2
High School
Self-Employed
15.938651
Urban
Basic
2
17
361
2
2022-12-24 15:21:39.201446
Average
No
Weekly
House
99
52,694
27
Male
11,709
Single
3
High School
Employed
28.906138
Rural
Comprehensive
0
13
533
3
2020-02-24 15:21:39.105504
Average
Yes
Weekly
Condo
164
52,695
53
Male
1,207
Single
3
Master's
Self-Employed
35.637473
Urban
Basic
2
8
584
3
2020-04-27 15:21:39.147735
Average
No
Weekly
Condo
519
52,696
51
Female
63,741
Married
4
Bachelor's
Self-Employed
49.637262
Urban
Premium
null
12
431
6
2023-06-06 15:21:39.155231
Average
No
Weekly
House
981
52,697
19
Male
7,232
Single
1
PhD
Unemployed
33.44825
Suburban
Comprehensive
2
12
677
9
2023-03-11 15:21:39.118178
Poor
No
Weekly
House
1,062
52,698
40
Male
25,672
Married
1
Bachelor's
Unemployed
19.033476
Urban
Basic
null
2
661
5
2024-06-27 15:21:39.155231
Average
Yes
Monthly
House
587
52,699
37
Male
8,537
Married
2
PhD
Self-Employed
12.539789
Urban
Basic
3
18
590
7
2023-01-19 15:21:39.210805
Poor
No
Daily
Condo
214