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
4,600
37
Male
35,759
Divorced
4
High School
null
27.879777
Rural
Premium
null
19
742
6
2023-02-28 15:21:39.098696
Average
Yes
Weekly
Condo
716
4,601
22
Male
49,702
Divorced
2
Bachelor's
Self-Employed
19.898668
Rural
Premium
null
3
527
2
2023-01-27 15:21:39.085129
Good
Yes
Weekly
House
394
4,602
49
Female
25,573
Single
1
Bachelor's
Employed
16.002412
Suburban
Premium
null
15
null
2
2022-06-20 15:21:39.222387
Poor
Yes
Monthly
Apartment
853
4,603
41
Male
39,069
Married
4
High School
Unemployed
49.938183
Rural
Premium
null
17
723
1
2023-12-05 15:21:39.089116
Average
Yes
Monthly
Apartment
1,833
4,604
38
Female
78,936
Married
3
Bachelor's
Unemployed
22.869845
Urban
Comprehensive
0
5
333
1
2020-11-15 15:21:39.134960
Good
Yes
Weekly
House
1,249
4,605
39
Male
73,037
Married
0
High School
Employed
25.922113
Urban
Basic
null
11
null
6
2020-07-10 15:21:39.079128
Poor
Yes
Daily
Apartment
49
4,606
52
Male
null
Married
2
High School
null
13.73427
Urban
Comprehensive
0
4
506
2
2021-07-27 15:21:39.166062
Average
No
Rarely
Condo
38
4,607
48
Female
3,615
Divorced
3
Master's
null
14.064012
Rural
Premium
null
15
495
5
2022-02-06 15:21:39.237118
Good
Yes
Weekly
House
1,105
4,608
31
Male
17,962
Divorced
2
Master's
Employed
24.81145
Urban
Comprehensive
null
6
636
4
2023-10-16 15:21:39.134960
Poor
No
Rarely
House
1,422
4,609
18
Male
63,429
Married
2
PhD
Employed
15.918136
Rural
Basic
2
3
524
3
2021-04-23 15:21:39.105504
Poor
No
Monthly
House
2,148
4,610
null
Male
122,553
Married
2
High School
null
7.39562
Rural
Basic
0
18
837
3
2022-12-20 15:21:39.255696
null
Yes
Rarely
House
2,730
4,611
42
Female
7,053
Divorced
null
Master's
Employed
32.634933
Rural
Comprehensive
0
0
821
4
2021-07-05 15:21:39.155231
Good
No
Monthly
Apartment
130
4,612
42
Male
26,088
Single
2
Bachelor's
Unemployed
16.976802
Urban
Premium
1
19
508
1
2023-06-03 15:21:39.274993
Good
No
Weekly
Condo
248
4,613
18
Male
147,766
Divorced
1
Bachelor's
Employed
14.948505
Rural
Premium
null
4
808
1
2021-08-15 15:21:39.155231
Average
No
Weekly
Apartment
266
4,614
56
Female
58,838
Married
2
Bachelor's
null
27.687062
Urban
Basic
2
5
446
3
2021-06-04 15:21:39.247098
Average
No
Weekly
Condo
371
4,615
45
Female
11,258
Married
2
Master's
null
19.788185
Suburban
Premium
0
1
538
1
2022-10-19 15:21:39.095696
Poor
No
Rarely
House
825
4,616
18
Female
121,624
Married
4
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
16
326
6
2020-08-03 15:21:39.182597
Good
No
Monthly
Condo
1,275
4,617
20
Male
14,085
Single
3
High School
Employed
20.836356
Rural
Basic
0
18
722
1
2022-01-26 15:21:39.173834
Good
No
Monthly
House
838
4,618
35
Male
30,776
Single
4
High School
Unemployed
23.067001
Suburban
Comprehensive
1
4
783
5
2021-09-22 15:21:39.193945
Average
No
Rarely
Condo
524
4,619
25
Female
44,714
Married
null
PhD
null
26.904107
Suburban
Comprehensive
null
9
709
7
2021-03-24 15:21:39.089116
Good
No
Rarely
Apartment
704
4,620
42
Female
3,347
Married
2
PhD
null
42.354943
Rural
Basic
1
11
427
3
2021-03-13 15:21:39.082499
Average
No
Monthly
Apartment
464
4,621
41
Male
20,900
Married
3
Master's
Self-Employed
37.013657
Suburban
Basic
1
17
null
5
2023-11-17 15:21:39.085129
Good
Yes
Monthly
Apartment
417
4,622
25
Female
51,860
Single
0
Bachelor's
Unemployed
19.425614
Rural
Comprehensive
0
4
704
1
2020-09-30 15:21:39.155231
null
No
Weekly
Condo
2,029
4,623
29
Female
14,410
Single
4
High School
Employed
22.053466
Suburban
Comprehensive
1
17
613
3
2023-04-18 15:21:39.217387
Average
No
Weekly
Apartment
591
4,624
34
Female
20,303
Divorced
3
High School
Employed
41.718926
Rural
Basic
0
0
null
7
2023-01-14 15:21:39.201446
Poor
Yes
Monthly
Condo
1,048
4,625
19
Male
25,983
Single
null
High School
Employed
17.377626
Suburban
Comprehensive
1
1
772
5
2023-11-07 15:21:39.237118
Average
Yes
Rarely
Condo
717
4,626
56
Female
6,918
Divorced
null
Master's
Self-Employed
11.082928
Suburban
Premium
null
0
773
9
2024-07-11 15:21:39.131192
Average
Yes
Monthly
Condo
708
4,627
42
Male
60,748
Single
4
PhD
Employed
4.869277
Rural
Basic
1
2
445
9
2021-11-06 15:21:39.288099
Poor
No
Weekly
House
981
4,628
47
Male
18,371
Married
3
Master's
null
6.607322
Urban
Premium
1
4
818
6
2024-01-10 15:21:39.081504
Average
No
Weekly
House
822
4,629
57
Male
10,046
Single
4
PhD
Self-Employed
20.813488
Rural
Comprehensive
1
2
596
6
2020-06-29 15:21:39.101733
Average
No
Weekly
House
1,724
4,630
28
Female
83,632
Single
3
Bachelor's
Employed
46.904624
Urban
Basic
null
17
447
6
2021-02-04 15:21:39.289099
Good
Yes
Rarely
House
704
4,631
33
Female
28,561
Divorced
null
High School
null
27.757057
Rural
Comprehensive
1
4
689
7
2024-06-28 15:21:39.246098
Average
No
Monthly
Apartment
695
4,632
46
Male
11,065
Single
3
Bachelor's
Self-Employed
15.753765
Urban
Premium
0
12
705
6
2023-08-30 15:21:39.256696
Poor
Yes
Monthly
House
1,688
4,633
55
Female
30,663
Divorced
0
Bachelor's
Self-Employed
16.81116
Suburban
Basic
1
2
382
5
2019-10-23 15:21:39.125660
Good
Yes
Weekly
Apartment
603
4,634
28
Female
16,408
Divorced
3
Bachelor's
Self-Employed
43.933165
Urban
Basic
null
19
453
9
2022-06-16 15:21:39.253660
Average
Yes
Daily
House
1,180
4,635
40
Male
null
Married
3
PhD
Employed
42.415345
Suburban
Premium
1
18
441
3
2021-08-30 15:21:39.155231
Average
No
Monthly
House
2,989
4,636
22
Male
24,486
Divorced
1
High School
Employed
34.172759
Urban
Basic
1
2
583
5
2021-09-19 15:21:39.155231
Good
No
Weekly
Condo
612
4,637
25
Female
63,399
Married
1
Bachelor's
Employed
45.87634
Suburban
Basic
0
9
692
9
2022-08-12 15:21:39.133866
Poor
No
Monthly
Condo
71
4,638
62
Female
14,084
Single
2
Bachelor's
Employed
36.738381
Rural
Premium
3
2
738
1
2021-11-21 15:21:39.273973
Average
Yes
Monthly
Apartment
1,503
4,639
47
Male
8,791
Married
1
Bachelor's
Self-Employed
15.838696
Suburban
Comprehensive
1
2
761
9
2024-07-21 15:21:39.155231
Good
Yes
Rarely
Apartment
498
4,640
19
Male
41,409
Married
2
High School
Self-Employed
43.011016
Rural
Basic
null
14
489
2
2023-04-24 15:21:39.268507
Average
No
Rarely
House
278
4,641
45
Female
56,781
Divorced
1
Bachelor's
Employed
16.162427
Urban
Basic
0
9
null
3
2022-07-11 15:21:39.247098
Poor
Yes
Daily
Apartment
4,097
4,642
58
Male
31,008
Married
0
Bachelor's
null
null
Suburban
Basic
0
9
801
7
2020-01-24 15:21:39.279729
Good
No
Monthly
Apartment
1,216
4,643
52
Male
133,842
Divorced
2
PhD
null
22.845325
Rural
Basic
null
2
418
4
2024-05-26 15:21:39.175719
Poor
Yes
Rarely
Apartment
2,246
4,644
23
Male
36,229
Married
4
High School
Employed
42.752077
Urban
Basic
0
4
544
1
2020-02-19 15:21:39.106582
Poor
No
Monthly
House
919
4,645
54
Male
25,894
Married
1
PhD
Employed
47.847765
Urban
Comprehensive
2
14
312
7
2023-03-23 15:21:39.086123
Average
Yes
Weekly
Apartment
522
4,646
62
Male
5,761
Married
1
High School
Self-Employed
18.547294
Urban
Premium
null
2
797
5
2024-07-29 15:21:39.272456
Good
No
Weekly
Condo
1,076
4,647
40
Male
36,204
Single
2
High School
null
38.31788
Rural
Comprehensive
2
17
784
8
2023-05-08 15:21:39.107553
Average
No
Weekly
Apartment
874
4,648
53
Male
6,067
Single
0
Master's
Self-Employed
45.172452
Rural
Premium
null
10
null
8
2023-05-16 15:21:39.246098
Poor
Yes
Monthly
Condo
1,689
4,649
24
Male
37,405
Single
4
Master's
Employed
null
Urban
Premium
3
9
null
9
2022-08-28 15:21:39.237118
Good
No
Monthly
Apartment
442
4,650
26
Male
6,929
Divorced
0
Master's
null
28.277965
Suburban
Comprehensive
null
1
607
2
2020-10-01 15:21:39.155231
Poor
Yes
Monthly
House
627
4,651
50
Female
33,174
Married
4
High School
Self-Employed
9.812204
Suburban
Basic
0
10
653
3
2022-08-01 15:21:39.271453
Average
Yes
Monthly
Condo
1,269
4,652
61
Female
123,971
Divorced
3
Bachelor's
Employed
9.857483
Rural
Comprehensive
2
6
468
8
2024-04-22 15:21:39.276901
Good
No
Rarely
Apartment
26
4,653
44
Female
40,540
Married
1
High School
Employed
9.085824
Suburban
Comprehensive
null
13
null
1
2022-08-08 15:21:39.237118
Average
Yes
Rarely
Condo
740
4,654
34
Male
17,114
Divorced
0
Master's
Self-Employed
21.039052
Urban
Basic
2
9
null
2
2023-07-25 15:21:39.237118
Average
No
Daily
House
1,326
4,655
48
Male
36,283
Single
3
Master's
Self-Employed
9.064115
Suburban
Basic
2
17
743
2
2024-03-22 15:21:39.172097
Poor
No
Monthly
Condo
396
4,656
22
Male
24,093
Divorced
null
Bachelor's
null
30.281629
Urban
Comprehensive
1
2
578
8
2023-03-16 15:21:39.155231
Poor
Yes
Rarely
Apartment
159
4,657
35
Female
15,724
Single
2
Master's
Unemployed
14.176835
Rural
Basic
null
2
553
7
2024-02-22 15:21:39.246098
null
Yes
Daily
Apartment
2,444
4,658
38
Male
null
Married
1
High School
Self-Employed
21.782876
Urban
Basic
null
5
404
9
2020-10-17 15:21:39.190215
Poor
No
Rarely
House
1,253
4,659
48
Female
39,467
Married
4
High School
Unemployed
8.894974
Urban
Premium
1
3
802
1
2022-06-11 15:21:39.134960
Poor
No
Weekly
Condo
1,258
4,660
50
Male
null
Divorced
4
High School
null
28.004821
Urban
Premium
0
14
432
7
2021-02-15 15:21:39.237118
Good
Yes
Weekly
Apartment
749
4,661
25
Male
43,437
Married
3
High School
Employed
24.824239
Suburban
Premium
0
15
null
8
2022-09-07 15:21:39.155231
Good
No
Daily
House
27
4,662
32
Male
51,733
Single
1
Master's
Self-Employed
35.286519
Suburban
Comprehensive
0
17
310
7
2024-02-29 15:21:39.091080
Average
Yes
Daily
Apartment
1,075
4,663
31
Male
25,672
Single
3
Bachelor's
Unemployed
10.121678
Urban
Basic
0
13
415
9
2020-04-28 15:21:39.181605
null
No
Daily
Apartment
867
4,664
63
Male
16,461
Married
4
High School
Unemployed
27.98287
Suburban
Basic
null
5
685
6
2022-11-18 15:21:39.270454
Poor
Yes
Weekly
Apartment
488
4,665
61
Female
3,910
Single
0
Bachelor's
Unemployed
32.614621
Urban
Comprehensive
1
14
505
9
2020-09-03 15:21:39.094752
Poor
Yes
Rarely
House
638
4,666
56
Male
1,740
Married
1
Bachelor's
null
25.374518
Suburban
Basic
2
10
521
7
2023-07-01 15:21:39.244069
Average
No
Rarely
Apartment
1,445
4,667
60
Male
26,685
Divorced
4
High School
Unemployed
23.696039
Urban
Basic
0
18
637
6
2021-02-04 15:21:39.085129
Average
Yes
Rarely
House
1,056
4,668
52
Female
45,946
Married
1
Bachelor's
null
29.442959
Rural
Basic
0
14
731
3
2024-06-28 15:21:39.125660
Good
Yes
Weekly
Condo
115
4,669
35
Female
4,740
Married
2
PhD
Unemployed
29.450122
Suburban
Premium
2
7
452
3
2023-06-09 15:21:39.261856
Average
No
Monthly
Condo
1,147
4,670
53
Female
20,185
Divorced
3
Master's
Unemployed
31.008524
Suburban
Basic
1
2
396
7
2019-11-09 15:21:39.172097
Average
No
Weekly
Condo
580
4,671
57
Male
13,614
Married
3
Bachelor's
Self-Employed
33.073543
Suburban
Comprehensive
3
9
360
8
2022-09-11 15:21:39.155231
Good
No
Rarely
Apartment
1,363
4,672
49
Male
null
Divorced
1
Master's
Self-Employed
20.726199
Suburban
Premium
2
15
696
6
2023-02-08 15:21:39.122134
Poor
No
Daily
House
2,067
4,673
37
Male
46,269
Divorced
1
High School
Unemployed
36.880665
Rural
Premium
0
11
484
8
2021-02-03 15:21:39.219432
Average
No
Weekly
Condo
2,603
4,674
19
Male
39,133
Divorced
1
Master's
Employed
35.443047
Suburban
Premium
0
4
608
6
2022-03-20 15:21:39.112553
Good
Yes
Weekly
Apartment
781
4,675
63
Male
98,253
Single
0
Bachelor's
Unemployed
23.735998
Urban
Comprehensive
null
1
466
4
2022-06-20 15:21:39.214388
Average
No
Rarely
Apartment
241
4,676
37
Male
17,109
Single
4
Bachelor's
Unemployed
28.177027
Suburban
Premium
null
18
720
5
2020-03-11 15:21:39.134960
Poor
No
Rarely
House
1,625
4,677
48
Male
1,877
Divorced
1
Master's
null
35.966696
Rural
Comprehensive
null
1
825
5
2019-09-16 15:21:39.079128
null
No
Monthly
House
1,368
4,678
63
Male
8,900
Divorced
0
Master's
Employed
43.782731
Suburban
Comprehensive
0
4
629
8
2024-08-08 15:21:39.237118
Poor
Yes
Rarely
Apartment
828
4,679
37
Male
14,081
null
null
Bachelor's
Unemployed
null
Urban
Premium
2
11
685
4
2020-08-03 15:21:39.149731
Poor
No
Monthly
Condo
775
4,680
63
Male
147,873
Married
1
Bachelor's
null
6.634958
Suburban
Comprehensive
3
11
829
3
2022-01-08 15:21:39.167099
null
No
Rarely
Apartment
661
4,681
25
Female
3,859
Divorced
3
High School
Unemployed
50.369749
Rural
Comprehensive
2
3
597
1
2023-07-22 15:21:39.237118
Poor
No
Monthly
House
3,571
4,682
58
Female
7,623
Married
0
PhD
Self-Employed
32.83554
Urban
Premium
0
16
null
6
2023-06-14 15:21:39.114118
Poor
No
Weekly
House
562
4,683
42
Male
29,708
Single
0
Master's
null
5.619581
Urban
Premium
0
10
569
8
2022-04-02 15:21:39.237118
Poor
Yes
Rarely
House
490
4,684
31
Male
28,883
Single
0
PhD
Employed
29.435826
Rural
Basic
null
9
761
5
2023-04-18 15:21:39.134960
Average
Yes
Monthly
Apartment
638
4,685
50
Male
10,688
Divorced
2
High School
Self-Employed
null
Urban
Comprehensive
null
17
636
5
2020-03-16 15:21:39.222387
Good
Yes
Monthly
Apartment
667
4,686
31
Male
144,899
Divorced
0
High School
null
8.260123
Rural
Basic
2
12
416
5
2023-10-23 15:21:39.237118
Average
No
Weekly
House
431
4,687
37
Male
6,897
Single
1
PhD
Self-Employed
10.067209
Suburban
Basic
null
2
665
3
2020-03-21 15:21:39.170099
Good
No
Daily
House
1,025
4,688
40
Male
123,790
Married
4
High School
Unemployed
16.979718
Rural
Premium
0
11
363
6
2024-07-27 15:21:39.187211
Average
Yes
Weekly
Condo
977
4,689
30
Female
10,188
Single
4
Master's
null
9.959878
Rural
Basic
2
17
506
4
2022-05-27 15:21:39.134960
Average
No
Weekly
Apartment
2,264
4,690
49
Female
1,709
Divorced
null
Bachelor's
Employed
10.890687
Urban
Comprehensive
0
4
827
5
2022-10-02 15:21:39.233485
null
No
Monthly
House
397
4,691
26
Male
28,321
Divorced
3
High School
Unemployed
13.2468
Rural
Comprehensive
0
1
463
1
2023-10-09 15:21:39.282785
Average
Yes
Monthly
House
805
4,692
45
Female
23,167
Single
3
High School
Unemployed
49.912984
Rural
Comprehensive
null
9
507
5
2021-11-18 15:21:39.090124
Good
No
Weekly
Apartment
1,211
4,693
38
Male
15,253
Married
1
High School
Unemployed
13.411714
Suburban
Premium
0
8
431
7
2021-01-24 15:21:39.225916
Average
No
Rarely
House
1,195
4,694
22
Female
11,903
Divorced
3
PhD
Self-Employed
5.682792
Rural
Basic
null
0
479
4
2023-02-03 15:21:39.134960
Good
Yes
Rarely
Apartment
495
4,695
33
Male
17,093
Single
1
Master's
null
38.939284
Suburban
Basic
1
15
null
2
2023-07-14 15:21:39.168099
Average
No
Monthly
House
1,472
4,696
49
Female
5,560
Married
4
Master's
Employed
14.066385
Urban
Basic
0
10
576
3
2023-04-15 15:21:39.120168
Good
No
Rarely
House
740
4,697
52
Female
26,142
Single
1
PhD
null
31.001529
Urban
Premium
null
12
634
3
2021-04-02 15:21:39.207847
Good
Yes
Daily
Apartment
1,750
4,698
22
Male
12,097
Divorced
2
PhD
Unemployed
45.381849
Urban
Premium
null
17
644
9
2021-01-06 15:21:39.091080
Average
Yes
Rarely
Condo
1,135
4,699
60
Female
1,028
Divorced
2
PhD
Employed
18.696034
Urban
Comprehensive
null
1
489
2
2020-05-21 15:21:39.155231
Average
Yes
Weekly
Condo
906