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
1,160,600
56
Female
70,974
Married
3
Master's
Self-Employed
41.154466
Rural
Basic
null
8
668
5
2023-06-20 15:21:39.096739
Poor
No
Rarely
Apartment
362
1,160,601
60
Male
14,079
Married
3
PhD
Unemployed
15.83726
Suburban
Comprehensive
1
9
722
8
2022-12-31 15:21:39.098696
Poor
No
Rarely
Condo
518
1,160,602
34
Male
14,927
Married
2
High School
null
41.052044
Urban
Basic
0
10
536
7
2023-02-13 15:21:39.134960
Good
Yes
Rarely
House
821
1,160,603
30
Male
1,059
Married
2
Bachelor's
Employed
18.441369
Urban
Comprehensive
1
12
461
6
2023-11-22 15:21:39.194829
Good
No
Monthly
Apartment
1,531
1,160,604
42
Male
7,040
Divorced
4
PhD
null
35.920137
Urban
Basic
1
11
802
3
2024-01-31 15:21:39.079128
Good
No
Weekly
House
125
1,160,605
53
Male
64,797
Married
3
High School
Employed
23.276516
Rural
Premium
1
5
438
2
2023-08-03 15:21:39.290098
Good
Yes
Monthly
Condo
3,162
1,160,606
51
Female
40,107
Married
2
Bachelor's
Self-Employed
9.025812
Rural
Premium
null
4
558
4
2022-01-22 15:21:39.233998
Average
No
Monthly
House
1,674
1,160,607
30
Female
17,992
Married
3
Master's
Unemployed
29.16756
Urban
Comprehensive
0
1
524
2
2021-03-05 15:21:39.114118
Average
Yes
Monthly
House
3,116
1,160,608
56
Female
83,702
Single
2
PhD
null
3.451956
Urban
Basic
0
1
687
1
2019-12-09 15:21:39.090124
Good
No
Daily
Condo
168
1,160,609
50
Female
58,940
Married
null
PhD
Unemployed
43.93301
Urban
Basic
0
16
336
3
2024-06-15 15:21:39.232526
Poor
Yes
Weekly
House
2,657
1,160,610
47
Female
54,297
Divorced
1
High School
Employed
36.944142
Suburban
Comprehensive
0
17
422
8
2022-06-02 15:21:39.270454
Poor
No
Rarely
Apartment
1,881
1,160,611
56
Male
35,126
Divorced
4
PhD
Unemployed
9.926655
Urban
Basic
1
0
null
4
2020-09-20 15:21:39.151732
Average
No
Daily
Condo
1,777
1,160,612
27
Male
14,084
Divorced
2
Master's
Unemployed
45.848485
Rural
Comprehensive
0
1
691
4
2020-03-03 15:21:39.134960
Average
No
Weekly
Apartment
574
1,160,613
18
Female
23,296
Married
4
Bachelor's
Self-Employed
42.782824
Suburban
Premium
4
3
464
6
2023-02-14 15:21:39.220389
Poor
No
Weekly
House
497
1,160,614
null
Female
38,963
Divorced
0
Master's
Employed
24.927481
Urban
Premium
2
5
704
3
2020-01-12 15:21:39.132191
Good
No
Rarely
Apartment
659
1,160,615
18
Female
null
Divorced
2
Master's
Self-Employed
43.74224
Suburban
Premium
2
10
null
3
2023-03-04 15:21:39.289099
Poor
Yes
Weekly
Condo
2,446
1,160,616
48
Male
60,220
Married
0
High School
Self-Employed
4.446475
Rural
Basic
1
8
818
3
2020-01-17 15:21:39.206847
Average
No
Rarely
Condo
64
1,160,617
61
Male
null
Divorced
0
High School
Employed
21.26515
Urban
Basic
4
4
null
4
2023-03-25 15:21:39.252145
null
Yes
Daily
Condo
1,222
1,160,618
37
Male
24,299
Divorced
2
High School
Self-Employed
17.82377
Urban
Comprehensive
null
10
null
9
2021-11-16 15:21:39.154008
Average
Yes
Weekly
Apartment
1,180
1,160,619
50
Female
8,056
Divorced
3
Bachelor's
Employed
23.559465
Urban
Premium
null
1
null
2
2021-02-07 15:21:39.092127
null
Yes
Daily
House
1,279
1,160,620
50
Female
null
Divorced
0
PhD
null
8.894114
Suburban
Premium
null
7
315
9
2024-03-11 15:21:39.155231
Average
Yes
Daily
House
1,637
1,160,621
59
Male
4,737
Single
0
High School
Employed
22.94833
Urban
Basic
1
5
419
2
2020-03-11 15:21:39.261856
Good
Yes
Monthly
House
855
1,160,622
55
Male
72,902
Married
1
Bachelor's
Unemployed
30.16663
Urban
Basic
1
18
449
4
2023-05-16 15:21:39.145732
null
No
Weekly
Condo
1,159
1,160,623
46
Female
2,665
Married
0
PhD
Self-Employed
32.038489
Rural
Premium
1
8
798
6
2022-07-09 15:21:39.250151
Good
No
Monthly
Apartment
377
1,160,624
29
Male
8,054
Single
4
PhD
null
25.824554
Urban
Basic
1
12
753
1
2022-11-24 15:21:39.194829
Average
Yes
Daily
Apartment
587
1,160,625
28
Male
4,183
Married
0
Master's
Employed
38.83763
Urban
Premium
3
14
622
8
2020-01-12 15:21:39.259788
null
No
Daily
House
921
1,160,626
45
Female
4,534
Married
4
High School
Self-Employed
21.751056
Rural
Comprehensive
1
11
675
3
2021-09-24 15:21:39.085129
Good
No
Monthly
Condo
49
1,160,627
27
Female
37,000
Single
2
High School
Self-Employed
19.87465
Suburban
Comprehensive
null
4
477
9
2020-08-18 15:21:39.237118
Poor
Yes
Daily
Condo
612
1,160,628
33
Female
null
Single
1
PhD
Unemployed
38.58341
Suburban
Basic
1
16
379
4
2022-11-20 15:21:39.206847
Poor
Yes
Weekly
Apartment
720
1,160,629
19
Female
16,285
Single
3
Bachelor's
null
27.20742
Urban
Comprehensive
null
4
608
3
2023-09-27 15:21:39.261856
Good
No
Monthly
House
1,172
1,160,630
37
Male
44,127
Single
0
Bachelor's
Self-Employed
16.091559
Rural
Basic
1
15
558
6
2020-12-24 15:21:39.155231
Average
No
Weekly
Condo
1,245
1,160,631
22
Male
49,069
Single
4
Bachelor's
null
14.679874
Rural
Basic
0
2
466
3
2022-03-20 15:21:39.236064
Good
Yes
Monthly
Apartment
35
1,160,632
null
Female
524
Married
4
Bachelor's
Unemployed
6.637453
Urban
Basic
0
9
689
7
2021-07-30 15:21:39.208842
null
No
Rarely
Condo
473
1,160,633
56
Female
81,677
Married
null
High School
Self-Employed
38.03351
Suburban
Premium
null
12
539
7
2022-05-30 15:21:39.155231
Good
No
Daily
Condo
243
1,160,634
41
Male
43,896
Divorced
4
High School
Unemployed
18.898876
Urban
Basic
null
1
590
6
2024-01-17 15:21:39.133866
Average
Yes
Weekly
House
446
1,160,635
49
Female
644
Single
1
High School
null
36.849766
Suburban
Premium
0
16
619
7
2021-10-08 15:21:39.207847
Poor
Yes
Weekly
House
29
1,160,636
63
Female
34,357
Married
0
Bachelor's
Unemployed
13.466634
Urban
Comprehensive
null
16
836
9
2020-02-26 15:21:39.166062
Good
Yes
Daily
Condo
790
1,160,637
40
Male
28,193
Single
0
Master's
null
14.534712
Urban
Premium
0
15
654
4
2020-10-12 15:21:39.121169
Average
Yes
Weekly
Apartment
1,099
1,160,638
23
Female
6,867
Married
3
PhD
Employed
30.138839
Rural
Basic
null
9
523
3
2023-03-19 15:21:39.155231
Good
No
Daily
Condo
3,463
1,160,639
62
Female
3,641
Divorced
4
Master's
Unemployed
17.073665
Urban
Basic
2
6
626
7
2023-08-31 15:21:39.225916
Poor
No
Daily
Condo
3,555
1,160,640
48
Female
31,182
Divorced
1
Master's
Unemployed
27.945164
Urban
Premium
0
0
null
6
2023-03-17 15:21:39.108562
Poor
No
Rarely
Condo
1,153
1,160,641
51
Female
31,171
Divorced
null
Bachelor's
Self-Employed
11.383251
Rural
Basic
null
16
588
5
2024-05-12 15:21:39.210805
Poor
No
Rarely
Condo
1,147
1,160,642
37
Female
62,852
Married
3
High School
null
null
Rural
Premium
2
14
639
6
2022-04-04 15:21:39.098696
Average
No
Rarely
Apartment
2,903
1,160,643
58
Male
2,779
Single
null
High School
null
30.754576
Suburban
Premium
1
2
613
8
2022-06-03 15:21:39.288099
Poor
Yes
Daily
House
431
1,160,644
59
Male
55,730
Single
4
Bachelor's
Employed
null
Rural
Premium
0
5
342
9
2021-03-10 15:21:39.155231
Poor
Yes
Weekly
Condo
607
1,160,645
33
Male
43,885
Married
null
PhD
Self-Employed
4.352279
Urban
Comprehensive
3
10
641
4
2021-09-07 15:21:39.282785
Poor
Yes
Monthly
Condo
461
1,160,646
56
Male
5,898
Married
3
PhD
Self-Employed
29.459977
Urban
Comprehensive
0
13
536
1
2019-10-27 15:21:39.190215
Poor
No
Daily
Condo
671
1,160,647
25
Male
39,240
Divorced
2
High School
Employed
21.814349
Urban
Basic
3
10
657
8
2020-12-20 15:21:39.172097
Good
Yes
Daily
House
452
1,160,648
47
Female
1,526
Married
4
Master's
Employed
44.867518
Urban
Basic
null
11
688
2
2023-05-15 15:21:39.231531
Average
No
Weekly
Condo
45
1,160,649
25
Female
141,834
Single
0
Master's
Unemployed
38.365952
Rural
Comprehensive
1
14
376
6
2020-12-24 15:21:39.194829
Average
No
Rarely
House
556
1,160,650
57
Male
1,709
Divorced
2
Master's
null
15.676621
Urban
Premium
2
0
406
4
2022-01-30 15:21:39.155231
Poor
No
Daily
Condo
654
1,160,651
63
Male
27,950
Married
1
High School
Employed
15.647923
Urban
Basic
0
9
706
3
2020-04-22 15:21:39.194829
Average
Yes
Weekly
Apartment
629
1,160,652
54
Female
36,610
Divorced
null
High School
null
18.824007
Rural
Basic
null
16
421
5
2023-06-01 15:21:39.181605
Good
Yes
Monthly
Condo
524
1,160,653
49
Female
3,813
Married
1
Bachelor's
null
19.504437
Suburban
Basic
null
19
658
1
2021-10-24 15:21:39.237118
null
No
Rarely
Condo
742
1,160,654
27
Female
24,372
Single
0
High School
Employed
47.285301
Suburban
Basic
1
5
753
8
2020-04-22 15:21:39.155231
Good
No
Daily
Condo
110
1,160,655
57
Female
16,095
Married
4
Master's
Self-Employed
21.120625
Rural
Comprehensive
null
13
584
2
2024-01-29 15:21:39.265513
Good
Yes
Rarely
Apartment
993
1,160,656
48
Female
27,401
Single
4
High School
Unemployed
17.28649
Urban
Comprehensive
null
15
403
8
2021-08-18 15:21:39.250151
Poor
No
Daily
House
467
1,160,657
23
Male
1,879
Single
2
Master's
null
43.124502
Rural
Basic
3
11
455
6
2020-05-22 15:21:39.150730
Average
No
Monthly
Condo
825
1,160,658
44
Male
29,453
Divorced
4
High School
Self-Employed
35.882289
Urban
Comprehensive
0
5
566
7
2023-11-26 15:21:39.134960
Poor
Yes
Daily
House
568
1,160,659
44
Male
97,987
Single
0
Master's
Employed
null
Suburban
Basic
2
19
552
3
2021-05-24 15:21:39.096739
null
Yes
Daily
Apartment
394
1,160,660
31
Male
4,593
Single
0
Bachelor's
Employed
23.334319
Urban
Basic
1
11
539
6
2023-11-14 15:21:39.208842
Average
No
Weekly
House
88
1,160,661
20
Male
26,141
Divorced
4
Bachelor's
Employed
25.192537
Suburban
Basic
null
15
468
2
2021-07-03 15:21:39.097737
Poor
Yes
Daily
Apartment
845
1,160,662
37
Female
6,919
Single
0
Master's
Unemployed
36.502597
Rural
Comprehensive
1
5
513
2
2021-11-20 15:21:39.175719
Good
Yes
Daily
Apartment
2,637
1,160,663
45
Male
41,984
Divorced
0
Bachelor's
Employed
28.993351
Urban
Basic
1
8
531
7
2020-11-27 15:21:39.080440
Average
No
Daily
Apartment
1,198
1,160,664
40
Male
105,822
Divorced
4
Bachelor's
Self-Employed
23.339748
Urban
Premium
null
18
603
9
2019-09-25 15:21:39.173834
Average
No
Rarely
Apartment
23
1,160,665
33
Male
12,069
Divorced
4
Bachelor's
null
45.371187
Rural
Comprehensive
0
19
406
5
2020-10-24 15:21:39.097737
Poor
No
Rarely
House
554
1,160,666
33
Male
43,934
Divorced
2
Bachelor's
null
null
Suburban
Premium
0
9
690
5
2023-09-26 15:21:39.152732
Poor
Yes
Monthly
House
710
1,160,667
33
Female
46,019
Married
3
PhD
Unemployed
14.644913
Urban
Comprehensive
0
5
517
1
2022-11-12 15:21:39.205850
Poor
No
Rarely
Condo
921
1,160,668
32
Female
22,810
Married
null
High School
null
19.08644
Suburban
Basic
1
6
688
3
2023-01-06 15:21:39.167099
Average
Yes
Monthly
Apartment
719
1,160,669
56
Male
40,560
Married
0
Bachelor's
null
20.70855
Rural
Comprehensive
2
15
627
9
2022-05-22 15:21:39.217387
Poor
Yes
Weekly
Condo
809
1,160,670
37
Female
null
Single
3
Bachelor's
null
27.184434
Urban
Basic
2
1
725
5
2021-06-21 15:21:39.251142
Poor
No
Rarely
Apartment
101
1,160,671
57
Male
9,891
Married
null
PhD
null
21.438314
Urban
Comprehensive
0
12
514
1
2023-11-27 15:21:39.274993
Poor
No
Weekly
Condo
514
1,160,672
47
Male
87,517
Single
4
High School
null
51.262045
Rural
Basic
2
16
705
8
2021-09-05 15:21:39.265513
Average
Yes
Monthly
Apartment
1,556
1,160,673
60
Male
54,953
Single
0
Master's
Employed
18.9672
Rural
Comprehensive
2
15
433
5
2021-05-16 15:21:39.155231
Average
Yes
Daily
Apartment
184
1,160,674
55
Female
5,071
Married
4
Bachelor's
Employed
28.656867
Suburban
Comprehensive
null
10
494
2
2021-08-13 15:21:39.194829
Good
No
Daily
Condo
1,224
1,160,675
31
Male
23,590
Married
1
Master's
Employed
null
Suburban
Basic
1
6
576
3
2023-09-08 15:21:39.182597
Average
Yes
Weekly
House
1,270
1,160,676
36
Female
15,791
Married
1
PhD
Employed
43.586921
Suburban
Comprehensive
0
14
792
3
2020-04-25 15:21:39.237118
Poor
No
Weekly
House
542
1,160,677
54
Male
14,962
Married
2
Master's
Employed
11.818953
Rural
Premium
null
3
null
4
2019-11-22 15:21:39.237118
Average
Yes
Rarely
Apartment
1,341
1,160,678
35
Male
null
Married
1
High School
null
40.802586
Rural
Premium
1
19
455
2
2022-05-22 15:21:39.267454
Average
Yes
Rarely
House
2,320
1,160,679
44
Female
18,487
Single
1
PhD
null
14.146576
Urban
Basic
1
12
null
8
2021-12-28 15:21:39.147735
Poor
No
Rarely
House
553
1,160,680
31
Female
13,215
Married
null
Bachelor's
null
37.049604
Urban
Basic
1
19
474
6
2024-06-04 15:21:39.164044
Poor
Yes
Monthly
Condo
966
1,160,681
56
Female
7,954
Single
4
Master's
Unemployed
23.874652
Urban
Premium
0
4
796
5
2022-06-23 15:21:39.259788
Good
Yes
Rarely
Apartment
473
1,160,682
51
Male
41,092
Single
2
Bachelor's
null
11.827161
Suburban
Premium
1
1
757
1
2021-09-26 15:21:39.202448
Good
No
Weekly
House
1,633
1,160,683
33
Male
44,193
Divorced
null
Bachelor's
Employed
35.829356
Rural
Premium
1
16
784
3
2022-11-30 15:21:39.086123
Good
No
Weekly
House
1,018
1,160,684
57
Male
4,420
Single
3
Bachelor's
Unemployed
16.491117
Urban
Basic
0
19
330
5
2022-12-22 15:21:39.206847
Poor
No
Monthly
House
694
1,160,685
19
Female
125,878
Married
3
Master's
null
31.672626
Rural
Basic
0
2
637
8
2023-07-17 15:21:39.192212
Good
Yes
Weekly
Apartment
394
1,160,686
43
Male
3,284
Divorced
0
High School
null
32.634895
Rural
Premium
1
7
454
5
2024-04-06 15:21:39.213373
Good
Yes
Monthly
House
565
1,160,687
52
Female
18,341
Married
1
Master's
Self-Employed
30.373392
Urban
Premium
0
8
824
3
2022-01-16 15:21:39.097737
Poor
Yes
Monthly
House
150
1,160,688
49
Female
29,862
Single
1
Bachelor's
Employed
20.867649
Rural
Premium
null
10
831
9
2020-10-25 15:21:39.134960
Poor
Yes
Daily
Apartment
1,607
1,160,689
44
Female
1,011
Divorced
1
Bachelor's
null
29.404555
Suburban
Comprehensive
null
10
723
8
2024-08-05 15:21:39.126661
Good
No
Monthly
Apartment
20
1,160,690
44
Male
15,476
Divorced
4
High School
null
36.802569
Urban
Comprehensive
1
0
635
9
2024-04-30 15:21:39.237118
Poor
Yes
Rarely
Condo
496
1,160,691
63
Male
8,076
Divorced
1
Bachelor's
Employed
24.243546
Rural
Premium
1
5
null
7
2021-07-20 15:21:39.258696
Good
Yes
Weekly
Apartment
2,327
1,160,692
64
Female
103,058
Married
0
PhD
Employed
7.672688
Rural
Basic
2
17
761
3
2023-06-12 15:21:39.285112
Good
No
Weekly
House
2,346
1,160,693
26
Female
4,612
Married
0
Master's
Employed
15.35252
Rural
Premium
2
12
null
2
2022-11-14 15:21:39.126661
Poor
Yes
Weekly
Apartment
902
1,160,694
58
Female
14,210
Divorced
2
PhD
Unemployed
18.828181
Suburban
Comprehensive
0
16
473
8
2021-04-07 15:21:39.134960
Poor
Yes
Weekly
House
1,053
1,160,695
41
Female
64,622
Married
1
Bachelor's
Self-Employed
null
Rural
Basic
null
10
587
5
2022-10-08 15:21:39.205850
Average
No
Daily
Apartment
2,198
1,160,696
64
Male
7,708
Married
4
High School
Unemployed
28.724354
Suburban
Comprehensive
1
12
771
2
2021-06-13 15:21:39.134960
Average
Yes
Monthly
Apartment
1,220
1,160,697
60
Female
43,489
Divorced
3
Master's
Self-Employed
4.690024
Urban
Basic
0
2
518
8
2021-06-28 15:21:39.134960
Poor
Yes
Rarely
House
611
1,160,698
46
Female
43,489
Married
4
Bachelor's
Employed
25.788763
Urban
Premium
2
18
546
5
2024-01-07 15:21:39.225916
Good
Yes
Rarely
House
1,269
1,160,699
54
Female
43,714
Married
1
Master's
null
23.826271
Suburban
Basic
0
6
489
9
2020-03-19 15:21:39.134960
Average
No
Rarely
Apartment
1,052