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
6,600
27
Female
1,360
Divorced
2
Master's
null
14.48152
Rural
Premium
0
7
758
8
2019-10-29 15:21:39.170099
Good
Yes
Daily
House
34
6,601
38
Male
51,717
Single
3
High School
Self-Employed
19.812683
Rural
Basic
1
15
401
1
2020-03-22 15:21:39.155231
Good
Yes
Weekly
Condo
23
6,602
48
Male
127,076
Married
3
Bachelor's
Employed
7.652408
Suburban
Comprehensive
null
18
415
6
2020-10-06 15:21:39.155231
null
Yes
Daily
House
805
6,603
53
Male
16,696
Divorced
0
PhD
null
34.092127
Suburban
Premium
null
16
707
6
2020-08-27 15:21:39.192212
Poor
No
Daily
House
1,010
6,604
28
Female
2,471
Divorced
4
Master's
null
null
Rural
Premium
null
1
361
8
2024-03-27 15:21:39.084065
Poor
No
Monthly
Condo
2,816
6,605
33
Male
116,095
Married
1
High School
null
21.818185
Urban
Comprehensive
null
11
838
1
2021-10-04 15:21:39.221386
Good
Yes
Weekly
House
127
6,606
23
Female
39,722
Single
4
High School
null
21.966505
Suburban
Basic
1
11
751
5
2021-01-18 15:21:39.106582
Average
Yes
Rarely
House
539
6,607
54
Female
34,651
Divorced
0
Master's
null
9.738248
Urban
Basic
2
19
null
5
2020-06-06 15:21:39.167099
Poor
No
Rarely
Condo
742
6,608
44
Female
917
Divorced
null
Bachelor's
Unemployed
24.63838
Urban
Basic
1
8
761
2
2024-07-04 15:21:39.220389
Average
No
Daily
House
2,346
6,609
61
Male
98,645
Single
1
Bachelor's
Self-Employed
null
Urban
Basic
0
8
678
3
2024-04-06 15:21:39.105504
Good
Yes
Rarely
Apartment
100
6,610
38
Female
17,900
Divorced
4
Master's
Self-Employed
14.947133
Urban
Basic
null
4
565
5
2023-06-05 15:21:39.283783
Average
Yes
Weekly
House
361
6,611
41
Female
20,597
Single
4
High School
Employed
null
Suburban
Comprehensive
null
18
406
4
2023-08-26 15:21:39.244069
null
Yes
Daily
House
2,064
6,612
27
Male
36,493
Divorced
1
Master's
Self-Employed
18.156661
Suburban
Premium
2
1
840
8
2022-12-08 15:21:39.164044
Average
Yes
Weekly
Apartment
262
6,613
53
Female
58,275
Married
3
Bachelor's
Employed
38.899731
Suburban
Basic
3
6
667
2
2023-11-03 15:21:39.105504
null
Yes
Weekly
House
805
6,614
47
Female
45,904
Married
null
High School
null
34.913839
Urban
Comprehensive
0
2
646
5
2021-11-22 15:21:39.170099
Average
No
Weekly
Apartment
759
6,615
53
Female
3,592
null
4
PhD
null
30.059095
Urban
Basic
2
13
387
2
2023-07-01 15:21:39.255696
Average
Yes
Rarely
Condo
3,985
6,616
21
Male
17,150
Single
0
High School
Unemployed
44.92471
Urban
Comprehensive
null
4
348
3
2022-01-15 15:21:39.202448
Poor
No
Monthly
House
1,731
6,617
35
Male
1,409
Single
4
PhD
Employed
11.368217
Rural
Basic
2
1
379
7
2023-10-24 15:21:39.082499
Average
Yes
Daily
House
614
6,618
20
Male
16,071
Divorced
3
PhD
Self-Employed
15.965191
Suburban
Basic
0
16
765
8
2021-07-14 15:21:39.125660
Good
Yes
Daily
House
886
6,619
29
Male
30,697
Married
0
Bachelor's
null
30.98131
Suburban
Premium
null
14
null
1
2023-01-31 15:21:39.101733
Good
No
Weekly
House
454
6,620
55
Female
2,399
Single
4
Bachelor's
Unemployed
38.654028
Suburban
Comprehensive
3
3
624
4
2021-01-16 15:21:39.128286
Average
Yes
Daily
Condo
393
6,621
54
Female
25,809
Married
4
Master's
Self-Employed
23.396419
Suburban
Comprehensive
null
18
null
7
2023-06-12 15:21:39.107553
Good
No
Rarely
House
609
6,622
32
Female
1,488
Divorced
1
High School
Unemployed
null
Rural
Basic
1
5
780
7
2022-04-15 15:21:39.229482
Poor
Yes
Monthly
Condo
2,167
6,623
62
Male
4,973
Married
2
High School
null
38.444576
Suburban
Basic
null
6
819
1
2021-03-25 15:21:39.249100
Poor
Yes
Weekly
House
2,070
6,624
44
Male
17,999
Married
3
PhD
null
null
Suburban
Premium
null
0
null
7
2021-05-10 15:21:39.134960
Poor
No
Monthly
House
2,047
6,625
19
Male
50,735
Single
1
Master's
Unemployed
34.602822
Suburban
Basic
3
1
null
9
2020-02-23 15:21:39.256696
Poor
Yes
Monthly
Condo
38
6,626
58
Female
50,724
Married
0
High School
Self-Employed
19.686471
Suburban
Premium
2
0
319
5
2022-08-18 15:21:39.254678
null
No
Weekly
House
952
6,627
60
Female
3,879
Married
4
Bachelor's
Self-Employed
16.552216
Urban
Basic
1
14
727
4
2024-06-02 15:21:39.108562
null
No
Monthly
Condo
814
6,628
54
Female
17,019
Married
3
Master's
Self-Employed
22.926567
Urban
Basic
null
1
454
9
2022-12-23 15:21:39.082499
Average
Yes
Monthly
Condo
1,336
6,629
30
Male
14,887
Married
0
PhD
null
14.934981
Suburban
Basic
1
10
538
5
2021-12-27 15:21:39.190215
Average
No
Monthly
Condo
661
6,630
64
Male
15,961
Divorced
null
Bachelor's
Self-Employed
26.753693
Suburban
Basic
0
10
null
3
2021-12-28 15:21:39.092127
Average
Yes
Monthly
House
446
6,631
45
Female
15,862
Single
3
Master's
Self-Employed
23.279931
Rural
Basic
2
13
608
8
2024-02-29 15:21:39.283783
Average
No
Weekly
Apartment
1,438
6,632
null
Female
41,974
Single
2
Bachelor's
Self-Employed
47.238885
Suburban
Basic
0
4
552
5
2023-10-26 15:21:39.155231
Good
No
Monthly
Apartment
431
6,633
43
Female
15,456
Married
4
Bachelor's
null
46.780095
Urban
Premium
1
10
708
6
2019-08-24 15:21:39.174719
Poor
Yes
Rarely
Apartment
1,801
6,634
22
Female
17,500
Married
2
High School
null
5.851892
Rural
Premium
1
11
685
9
2024-01-04 15:21:39.155231
Average
No
Weekly
Apartment
1,855
6,635
24
Female
24,265
Divorced
3
High School
null
13.929544
Urban
Comprehensive
null
13
603
1
2020-09-27 15:21:39.155231
Good
No
Monthly
House
2,484
6,636
30
Male
4,048
Married
3
High School
Unemployed
26.859114
Suburban
Comprehensive
1
1
null
8
2020-08-06 15:21:39.134960
null
No
Weekly
House
29
6,637
63
Male
5,070
Married
4
Master's
Unemployed
40.987971
Rural
Basic
1
14
571
8
2020-04-29 15:21:39.155231
Poor
No
Weekly
Apartment
928
6,638
36
Male
9,078
Married
4
Bachelor's
null
28.446601
Rural
Comprehensive
1
9
788
2
2023-12-26 15:21:39.253660
Poor
No
Daily
Apartment
721
6,639
37
Female
18,431
Single
2
PhD
null
16.945315
Rural
Premium
0
13
661
7
2021-06-09 15:21:39.091080
Poor
No
Monthly
House
172
6,640
26
Female
14,058
Single
2
Bachelor's
Employed
19.92431
Suburban
Basic
1
5
751
9
2023-05-27 15:21:39.118178
Poor
No
Rarely
Apartment
651
6,641
44
Female
47,857
Divorced
4
PhD
Employed
30.88906
Urban
Premium
null
12
502
8
2023-02-07 15:21:39.095696
Poor
Yes
Rarely
House
2,562
6,642
31
Female
16,054
Single
2
Master's
Unemployed
null
Suburban
Basic
1
7
626
8
2023-04-07 15:21:39.217387
Poor
Yes
Weekly
Apartment
545
6,643
44
Male
5,560
Divorced
3
High School
Employed
26.865633
Suburban
Basic
1
13
528
8
2022-05-17 15:21:39.186212
Good
Yes
Weekly
House
683
6,644
53
Female
6,902
Divorced
2
Bachelor's
Employed
36.276929
Urban
Comprehensive
0
7
494
5
2021-08-03 15:21:39.131192
Good
No
Weekly
Apartment
690
6,645
21
Male
18,989
Divorced
2
PhD
Unemployed
17.738896
Urban
Basic
1
14
624
4
2020-09-19 15:21:39.094752
Good
No
Weekly
House
824
6,646
57
Female
13,791
Married
1
Bachelor's
Employed
18.492472
Suburban
Basic
null
3
626
8
2022-04-23 15:21:39.155231
Average
Yes
Daily
House
590
6,647
40
Female
79,958
Divorced
3
Bachelor's
null
null
Suburban
Premium
3
3
805
3
2021-09-25 15:21:39.155231
Average
Yes
Rarely
Apartment
619
6,648
64
Female
3,716
Single
0
High School
null
23.928688
Urban
Premium
null
1
742
1
2022-11-15 15:21:39.081504
Poor
No
Rarely
Condo
123
6,649
28
Female
14,072
Divorced
1
High School
null
26.928538
Rural
Comprehensive
1
15
557
8
2020-05-11 15:21:39.172097
Average
No
Rarely
House
591
6,650
57
Male
16,076
Divorced
null
Bachelor's
Self-Employed
28.977955
Suburban
Premium
1
16
815
2
2022-08-28 15:21:39.237118
Poor
No
Daily
Condo
1,713
6,651
61
Male
15,380
Divorced
4
High School
Unemployed
19.473911
Rural
Basic
null
1
496
1
2020-05-27 15:21:39.190215
Good
Yes
Monthly
Apartment
1,489
6,652
63
Male
68,748
Divorced
4
Master's
Employed
26.724778
Urban
Comprehensive
1
19
661
4
2021-02-16 15:21:39.143708
Good
No
Weekly
House
173
6,653
37
Male
40,688
Single
4
PhD
Self-Employed
22.38581
Rural
Comprehensive
null
9
837
8
2020-04-26 15:21:39.134960
null
Yes
Daily
House
1,858
6,654
39
Male
11,892
Married
2
PhD
Self-Employed
47.155816
Rural
Comprehensive
0
10
440
4
2023-09-16 15:21:39.166062
Average
Yes
Monthly
House
759
6,655
48
Female
4,538
Single
1
Master's
Self-Employed
46.086933
Suburban
Comprehensive
1
5
742
6
2023-08-21 15:21:39.283783
Good
Yes
Rarely
Condo
2,226
6,656
36
Female
3,240
null
3
Master's
Employed
8.388311
Urban
Comprehensive
null
18
691
2
2023-07-28 15:21:39.237118
Average
No
Weekly
House
724
6,657
20
Male
43,743
Divorced
3
Bachelor's
Unemployed
11.382172
Suburban
Comprehensive
null
17
536
4
2019-09-19 15:21:39.096739
Poor
Yes
Monthly
House
1,401
6,658
32
Female
11,862
Divorced
null
High School
null
26.139401
Rural
Comprehensive
1
19
575
9
2020-07-14 15:21:39.146733
null
No
Daily
House
99
6,659
61
Female
28,706
Married
null
PhD
null
17.485829
Suburban
Comprehensive
null
3
626
8
2022-07-24 15:21:39.154008
Good
Yes
Monthly
Condo
1,142
6,660
51
Female
17,323
Married
null
Bachelor's
Unemployed
20.272115
Rural
Premium
2
18
571
1
2022-03-13 15:21:39.225916
Poor
No
Weekly
Condo
1,471
6,661
19
Male
7,305
Single
2
Master's
Employed
33.838911
Rural
Premium
null
5
632
5
2021-06-27 15:21:39.231531
Poor
No
Rarely
Condo
190
6,662
62
Female
15,641
Single
4
PhD
Unemployed
19.717872
Rural
Comprehensive
3
0
761
2
2020-12-01 15:21:39.209847
Poor
Yes
Weekly
Condo
759
6,663
36
Female
7,073
Married
4
Master's
null
38.508424
Urban
Premium
0
16
837
6
2024-03-10 15:21:39.274993
Average
Yes
Daily
Condo
586
6,664
21
Female
10,811
Married
4
Bachelor's
null
35.929193
Urban
Premium
0
3
null
2
2021-01-12 15:21:39.083497
Poor
Yes
Weekly
House
914
6,665
63
Male
39,357
Married
4
High School
Employed
8.679426
Suburban
Basic
null
9
718
8
2023-09-20 15:21:39.221386
Average
No
Weekly
Apartment
516
6,666
60
Male
2,970
Single
null
Master's
Unemployed
19.037693
Suburban
Basic
1
10
305
2
2024-01-12 15:21:39.177724
Good
No
Monthly
Apartment
272
6,667
54
Female
24,961
Divorced
4
Master's
Self-Employed
5.676802
Suburban
Premium
2
3
438
7
2021-07-27 15:21:39.155231
Average
No
Weekly
Condo
568
6,668
24
Female
132,358
Single
0
Master's
Self-Employed
3.990341
Rural
Comprehensive
0
12
460
5
2023-03-26 15:21:39.233485
Good
No
Daily
House
833
6,669
47
Male
21,161
Married
0
PhD
Unemployed
6.2911
Urban
Premium
1
19
528
2
2019-08-19 15:21:39.181605
Good
Yes
Monthly
Condo
77
6,670
42
Female
25,502
Divorced
1
High School
Unemployed
28.857972
Suburban
Basic
1
8
508
1
2020-06-21 15:21:39.186212
Good
Yes
Monthly
Condo
1,616
6,671
46
Female
30,792
Divorced
0
High School
Employed
16.828767
Suburban
Premium
null
10
661
5
2023-03-21 15:21:39.134960
Average
Yes
Monthly
House
902
6,672
34
Male
122,661
Divorced
2
Master's
Employed
8.823019
Rural
Basic
null
8
446
9
2019-11-09 15:21:39.126661
Average
No
Rarely
House
1,434
6,673
18
Female
41,909
Divorced
0
Master's
Unemployed
41.166967
Urban
Comprehensive
0
8
704
6
2021-12-07 15:21:39.214388
Good
No
Daily
Apartment
241
6,674
34
Female
15,862
Single
2
Bachelor's
Self-Employed
40.937226
Urban
Premium
1
19
813
9
2022-03-29 15:21:39.223901
Good
No
Monthly
House
794
6,675
39
Female
18,509
Single
3
Bachelor's
Unemployed
9.945417
Suburban
Comprehensive
null
17
598
3
2019-10-17 15:21:39.261856
Poor
No
Rarely
House
807
6,676
34
Male
16,076
Divorced
3
High School
null
null
Suburban
Basic
null
0
735
3
2020-10-08 15:21:39.237118
Average
Yes
Rarely
House
689
6,677
22
Female
10,557
Married
2
Bachelor's
Self-Employed
27.293947
Suburban
Comprehensive
2
19
676
7
2022-01-17 15:21:39.231531
Good
No
Monthly
House
762
6,678
53
Male
23,168
Single
null
High School
Unemployed
7.834398
Suburban
Basic
1
0
765
6
2024-06-13 15:21:39.079128
Poor
No
Rarely
Apartment
842
6,679
50
Male
24,706
Single
1
PhD
Self-Employed
24.039444
Urban
Basic
null
0
844
4
2020-02-25 15:21:39.283783
Average
Yes
Weekly
Condo
1,255
6,680
36
Female
145,910
Divorced
0
Bachelor's
Unemployed
35.294013
Rural
Comprehensive
2
3
567
8
2023-06-14 15:21:39.143708
null
No
Monthly
House
782
6,681
27
Female
49
Divorced
4
PhD
Unemployed
38.543293
Rural
Comprehensive
1
9
466
6
2021-02-03 15:21:39.134960
Average
Yes
Weekly
House
574
6,682
44
Male
25,713
Single
0
Master's
Employed
23.958269
Rural
Comprehensive
null
4
null
7
2023-09-05 15:21:39.246098
Average
Yes
Daily
Condo
773
6,683
39
Male
93,851
Divorced
0
Master's
Self-Employed
19.58
Suburban
Premium
null
15
309
5
2024-03-05 15:21:39.134960
Poor
No
Weekly
Condo
943
6,684
58
Male
49,640
Divorced
3
Master's
Unemployed
51.115431
Suburban
Premium
3
1
462
4
2022-06-20 15:21:39.263607
Poor
Yes
Monthly
Condo
2,520
6,685
24
Male
1,714
Divorced
3
High School
null
8.984633
Suburban
Comprehensive
null
4
662
4
2020-12-18 15:21:39.172097
null
Yes
Daily
Condo
1,533
6,686
35
Male
17,087
Divorced
0
PhD
null
33.414699
Rural
Basic
2
8
null
1
2021-04-29 15:21:39.259788
Poor
No
Daily
Condo
1,287
6,687
45
Male
549
Married
0
Bachelor's
Self-Employed
null
Rural
Premium
1
14
526
3
2024-06-09 15:21:39.134960
Poor
No
Rarely
House
1,347
6,688
29
Female
5,516
Married
3
High School
Unemployed
8.56884
Rural
Premium
1
16
626
5
2020-03-01 15:21:39.144722
Good
No
Rarely
Condo
998
6,689
39
Male
45,979
Single
1
Master's
Self-Employed
11.132924
Rural
Basic
null
4
652
1
2020-03-14 15:21:39.276901
Poor
Yes
Daily
House
823
6,690
38
Male
3,907
Married
0
High School
null
29.707617
Rural
Basic
null
8
642
5
2020-10-05 15:21:39.237118
Average
No
Daily
Apartment
382
6,691
35
Male
10,081
Married
2
High School
Self-Employed
15.740823
Urban
Premium
1
4
495
7
2022-03-23 15:21:39.251142
Poor
No
Daily
House
563
6,692
58
Female
20,597
Divorced
0
PhD
null
15.779714
Urban
Comprehensive
1
9
818
7
2022-09-16 15:21:39.155231
Poor
No
Rarely
Condo
740
6,693
35
Female
5,723
Married
3
Bachelor's
Unemployed
null
Urban
Premium
0
4
464
2
2020-02-17 15:21:39.194829
Good
No
Weekly
House
956
6,694
59
Male
16,886
Single
3
PhD
Self-Employed
40.853807
Rural
Comprehensive
1
12
677
2
2021-05-16 15:21:39.134960
Poor
No
Rarely
Apartment
558
6,695
29
Male
3,088
Single
4
Master's
Unemployed
36.14141
Rural
Basic
0
3
460
6
2021-10-26 15:21:39.198406
Average
Yes
Monthly
Apartment
460
6,696
23
Female
24,761
Married
4
PhD
null
11.869043
Suburban
Basic
1
12
766
9
2023-05-22 15:21:39.155231
Poor
Yes
Rarely
Apartment
613
6,697
38
Male
123,751
Married
2
PhD
Unemployed
24.955316
Suburban
Premium
1
3
589
2
2024-02-27 15:21:39.230483
Good
No
Rarely
House
123
6,698
42
Male
6,978
Divorced
0
PhD
Unemployed
9.332747
Rural
Premium
0
3
607
3
2023-11-08 15:21:39.134960
Average
Yes
Monthly
Condo
1,004
6,699
30
Male
93,533
Single
1
Bachelor's
null
39.441539
Urban
Basic
2
12
null
7
2020-03-19 15:21:39.208842
Average
No
Daily
House
101