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
49,600
63
Male
14,092
Divorced
null
Bachelor's
Unemployed
49.481113
Urban
Premium
0
19
null
4
2020-10-20 15:21:39.172097
Average
No
Weekly
House
1,420
49,601
41
Male
139,067
Divorced
2
Bachelor's
Unemployed
25.634888
Suburban
Basic
2
12
799
8
2021-04-27 15:21:39.134960
Good
No
Weekly
Condo
2,026
49,602
44
Female
16,716
Single
0
PhD
Unemployed
30.592204
Suburban
Premium
2
1
579
3
2023-01-17 15:21:39.221386
Poor
Yes
Rarely
Apartment
2,070
49,603
39
Male
62,882
Married
2
Master's
Employed
7.599958
Suburban
Basic
3
4
382
1
2022-09-25 15:21:39.151732
Poor
Yes
Rarely
Apartment
710
49,604
49
Female
14,991
Divorced
0
High School
Unemployed
17.928133
Suburban
Premium
null
19
487
4
2021-10-15 15:21:39.155231
Good
Yes
Monthly
House
569
49,605
22
Male
65,342
Married
1
PhD
Self-Employed
40.27538
Suburban
Basic
2
8
523
9
2022-10-23 15:21:39.190215
Good
Yes
Daily
House
148
49,606
55
Male
8,098
Married
2
High School
Unemployed
19.068688
Rural
Basic
0
13
725
3
2020-09-28 15:21:39.271453
Average
Yes
Daily
Condo
678
49,607
25
Female
null
Single
2
PhD
Self-Employed
30.497894
Rural
Premium
null
15
624
9
2023-07-12 15:21:39.237118
Poor
No
Rarely
House
49
49,608
33
Male
69,929
Divorced
3
PhD
Employed
null
Suburban
Comprehensive
0
12
576
2
2022-09-18 15:21:39.192212
Average
Yes
Daily
Condo
2,108
49,609
null
Female
26,685
Divorced
2
Master's
Self-Employed
11.449402
Urban
Comprehensive
1
11
586
8
2021-12-29 15:21:39.086123
Good
No
Monthly
Condo
1,572
49,610
44
Male
27,241
Married
4
High School
Unemployed
20.811886
Rural
Premium
0
7
441
7
2021-11-24 15:21:39.145732
Poor
Yes
Weekly
House
638
49,611
48
Female
20,881
Divorced
0
Master's
Self-Employed
12.926179
Suburban
Basic
0
18
635
3
2021-11-19 15:21:39.091080
Average
No
Weekly
Condo
464
49,612
58
Female
2,298
Married
1
Master's
null
28.47507
Suburban
Comprehensive
0
18
571
4
2022-05-01 15:21:39.155231
Average
No
Monthly
Condo
110
49,613
54
Female
24,682
Single
4
PhD
Self-Employed
26.836257
Suburban
Basic
null
12
462
4
2020-01-24 15:21:39.237118
Average
Yes
Weekly
Apartment
533
49,614
61
Male
9,058
Single
4
High School
Self-Employed
38.273424
Urban
Premium
0
6
743
8
2021-02-06 15:21:39.134960
Poor
Yes
Weekly
Condo
565
49,615
61
Male
1,796
Divorced
0
Master's
null
5.274962
Suburban
Basic
2
16
658
4
2020-09-02 15:21:39.214388
Good
No
Rarely
Apartment
582
49,616
37
Female
23,328
Divorced
null
Bachelor's
Unemployed
21.083
Suburban
Premium
0
4
821
4
2024-02-08 15:21:39.261856
Average
No
Weekly
Apartment
1,488
49,617
62
Female
9,054
Divorced
1
Master's
null
10.539079
Suburban
Comprehensive
0
12
696
4
2023-12-19 15:21:39.085129
Good
No
Monthly
House
739
49,618
52
Female
3,408
Divorced
4
High School
null
14.85769
Urban
Comprehensive
2
10
834
5
2019-12-06 15:21:39.222387
Good
No
Daily
House
865
49,619
21
Female
11,595
Single
0
High School
null
null
Rural
Comprehensive
null
14
821
2
2023-04-08 15:21:39.207847
Good
No
Daily
Apartment
603
49,620
22
Female
34,626
Single
4
PhD
Unemployed
40.25784
Suburban
Premium
2
16
598
4
2020-04-26 15:21:39.119168
Poor
No
Rarely
Condo
1,219
49,621
44
Male
8,098
Divorced
3
Bachelor's
Unemployed
39.081464
Suburban
Premium
null
3
551
8
2022-11-15 15:21:39.235012
Good
No
Daily
House
381
49,622
35
Male
27,358
Divorced
3
High School
Self-Employed
45.054692
Urban
Comprehensive
3
5
788
8
2021-02-24 15:21:39.170099
Poor
No
Weekly
Apartment
536
49,623
31
Male
17,992
Single
0
High School
Employed
12.353041
Urban
Premium
null
13
748
5
2023-05-21 15:21:39.221386
Average
Yes
Rarely
Apartment
1,169
49,624
21
Female
15,981
Married
4
High School
Unemployed
36.928897
Urban
Basic
null
9
811
9
2023-06-05 15:21:39.114118
Average
Yes
Monthly
Condo
2,433
49,625
29
Female
25,168
Divorced
1
Master's
Employed
11.681207
Rural
Basic
2
14
729
5
2024-06-21 15:21:39.283783
Average
No
Rarely
Apartment
582
49,626
48
Male
122,525
Divorced
2
High School
Self-Employed
null
Suburban
Premium
2
4
541
7
2024-05-21 15:21:39.134960
Poor
No
Weekly
House
944
49,627
19
Female
19,558
Married
2
Master's
Unemployed
17.508702
Suburban
Basic
null
9
699
7
2022-10-13 15:21:39.155231
Average
No
Rarely
Condo
1,595
49,628
45
Female
10,862
Married
2
Master's
Employed
13.31464
Rural
Premium
0
1
834
1
2022-05-29 15:21:39.134960
Good
Yes
Daily
Apartment
30
49,629
60
Male
28,284
null
2
PhD
Employed
9.466835
Suburban
Premium
1
5
578
1
2023-03-13 15:21:39.105504
Good
No
Rarely
Apartment
688
49,630
52
Male
2,914
Divorced
4
PhD
Self-Employed
null
Urban
Comprehensive
null
12
514
1
2022-07-11 15:21:39.192212
Average
Yes
Rarely
Condo
3,255
49,631
34
Male
2,570
Married
0
PhD
null
null
Rural
Premium
2
10
581
3
2022-02-09 15:21:39.090124
Good
Yes
Rarely
Apartment
839
49,632
63
Female
29,891
Married
4
PhD
null
null
Rural
Basic
1
6
null
7
2021-08-13 15:21:39.274993
Good
Yes
Monthly
Apartment
1,208
49,633
56
Female
7,062
Divorced
3
PhD
Unemployed
30.407748
Urban
Premium
0
13
566
5
2022-11-18 15:21:39.143708
Average
Yes
Rarely
Apartment
1,678
49,634
25
Female
null
Divorced
null
PhD
Employed
9.955292
Suburban
Basic
1
15
310
9
2022-01-05 15:21:39.174719
Average
Yes
Daily
House
635
49,635
36
Female
17,609
Married
2
High School
Employed
19.812474
Urban
Basic
null
7
697
4
2020-11-21 15:21:39.170099
Poor
No
Daily
Apartment
1,409
49,636
41
Female
12,086
Divorced
4
PhD
Unemployed
19.634304
Urban
Comprehensive
0
19
773
8
2021-06-07 15:21:39.237118
Poor
Yes
Monthly
Condo
790
49,637
60
Female
51,885
Divorced
2
Bachelor's
Employed
41.371725
Rural
Premium
1
0
377
1
2023-09-28 15:21:39.082499
Poor
No
Daily
House
3,321
49,638
30
Female
49,430
Married
0
Master's
null
23.127747
Urban
Premium
null
1
null
1
2023-09-27 15:21:39.211806
Good
Yes
Monthly
Condo
203
49,639
48
Male
3,636
Divorced
3
Bachelor's
Employed
37.888099
Rural
Premium
2
0
556
1
2024-02-04 15:21:39.231531
Poor
No
Daily
House
26
49,640
25
Female
57,732
Single
0
Master's
Employed
51.947432
Rural
Basic
1
6
783
5
2021-09-04 15:21:39.226954
null
No
Rarely
Apartment
1,242
49,641
32
Male
43,780
Divorced
1
Master's
null
22.929753
Rural
Premium
2
5
507
1
2022-10-26 15:21:39.147735
Poor
No
Monthly
House
285
49,642
19
Male
null
Single
null
PhD
Self-Employed
26.157562
Suburban
Premium
0
13
336
6
2019-09-07 15:21:39.123711
Good
No
Monthly
Condo
452
49,643
61
Male
4,902
Divorced
2
Master's
Employed
35.896358
Suburban
Basic
null
3
489
4
2022-07-03 15:21:39.128286
null
Yes
Daily
House
514
49,644
21
Male
40,229
Married
null
Master's
Unemployed
35.170774
Urban
Comprehensive
0
7
null
9
2021-04-11 15:21:39.133866
Good
No
Weekly
Apartment
1,746
49,645
52
Female
27,625
Single
1
PhD
null
12.05206
Rural
Comprehensive
0
10
725
8
2024-07-08 15:21:39.281787
Average
No
Rarely
Apartment
3,138
49,646
null
Male
25,353
Married
1
PhD
Self-Employed
6.730476
Urban
Basic
1
14
794
9
2021-03-25 15:21:39.134960
Poor
Yes
Rarely
House
284
49,647
30
Male
37,930
Married
3
PhD
Employed
17.186542
Rural
Premium
null
5
583
7
2023-07-16 15:21:39.278402
Good
Yes
Monthly
Condo
493
49,648
33
Female
8,208
Married
null
Master's
null
19.788185
Urban
Comprehensive
0
8
null
8
2020-02-19 15:21:39.122134
Poor
Yes
Rarely
Apartment
1,240
49,649
48
Female
35,454
Married
0
High School
Self-Employed
23.908687
Urban
Comprehensive
null
16
531
2
2023-08-10 15:21:39.134960
Poor
No
Daily
House
68
49,650
30
Male
81,320
Divorced
4
PhD
Self-Employed
37.955584
Urban
Premium
2
6
318
5
2023-04-13 15:21:39.250151
Average
No
Rarely
Apartment
777
49,651
64
Male
14,079
Single
0
PhD
Self-Employed
46.617445
Urban
Basic
null
5
593
6
2022-11-26 15:21:39.223390
Poor
Yes
Rarely
Apartment
758
49,652
36
Female
3,846
Married
2
Bachelor's
Employed
4.245938
Urban
Comprehensive
null
2
399
1
2020-07-21 15:21:39.155231
Average
No
Rarely
House
4,385
49,653
50
Male
38,125
Divorced
1
High School
Unemployed
33.371792
Rural
Comprehensive
0
15
745
5
2024-04-12 15:21:39.237118
Poor
Yes
Weekly
Condo
1,304
49,654
34
Male
6,096
Married
1
Bachelor's
Self-Employed
30.423534
Rural
Premium
1
4
710
8
2022-02-24 15:21:39.274993
Average
Yes
Rarely
Condo
439
49,655
34
Female
13,982
Divorced
4
PhD
null
16.73745
Urban
Premium
1
18
619
5
2024-06-20 15:21:39.092127
Poor
No
Monthly
House
532
49,656
22
Female
74,541
Divorced
0
High School
Self-Employed
null
Suburban
Basic
0
9
804
1
2021-12-26 15:21:39.155231
null
Yes
Rarely
House
855
49,657
56
Male
929
Divorced
2
PhD
Self-Employed
16.86802
Urban
Basic
2
19
null
5
2021-01-21 15:21:39.254678
Average
No
Rarely
Apartment
517
49,658
58
Male
13,791
Divorced
4
Bachelor's
Self-Employed
null
Rural
Basic
1
5
521
9
2020-12-04 15:21:39.087123
Good
Yes
Rarely
House
870
49,659
33
Male
3,733
Married
3
PhD
Self-Employed
26.691921
Urban
Premium
0
15
472
1
2024-07-22 15:21:39.155231
Poor
Yes
Monthly
Condo
2,065
49,660
null
Female
20,147
Divorced
null
Master's
Unemployed
23.612541
Rural
Basic
2
2
null
3
2022-01-20 15:21:39.126661
Average
Yes
Rarely
House
257
49,661
29
Female
12,085
Married
1
High School
null
23.6418
Urban
Comprehensive
1
6
596
2
2023-05-18 15:21:39.237118
Poor
Yes
Daily
Apartment
612
49,662
58
Male
39,719
Married
0
High School
null
35.823454
Suburban
Basic
1
10
431
5
2020-01-29 15:21:39.081504
Good
No
Daily
Apartment
1,327
49,663
38
Male
8,054
Divorced
1
Master's
Self-Employed
null
Urban
Basic
null
5
null
4
2020-12-03 15:21:39.121169
Poor
Yes
Daily
House
896
49,664
63
Male
44,774
Married
2
PhD
null
19.811811
Rural
Basic
2
3
796
2
2020-03-05 15:21:39.155231
Poor
Yes
Monthly
Apartment
710
49,665
62
Female
105,701
Divorced
4
Master's
Self-Employed
30.515536
Rural
Premium
null
16
567
8
2022-05-24 15:21:39.231531
Poor
Yes
Daily
Apartment
323
49,666
63
Female
16,293
Single
null
Bachelor's
Employed
31.717807
Rural
Comprehensive
null
2
786
7
2024-07-21 15:21:39.134960
Poor
No
Weekly
Condo
1,098
49,667
31
Female
23,891
Divorced
3
PhD
Self-Employed
20.51833
Rural
Comprehensive
1
0
645
3
2020-07-06 15:21:39.144722
Poor
Yes
Rarely
House
1,272
49,668
28
Female
null
Single
3
Master's
Employed
28.188328
Suburban
Premium
0
15
511
4
2022-06-04 15:21:39.090124
Poor
Yes
Daily
House
205
49,669
null
Female
538
Married
0
Master's
null
null
Suburban
Premium
1
9
null
1
2022-09-27 15:21:39.123711
Good
No
Daily
Apartment
1,244
49,670
40
Female
59,711
Divorced
3
High School
null
35.826676
Urban
Basic
0
11
351
4
2023-07-14 15:21:39.092127
Poor
No
Daily
House
656
49,671
31
Female
4,550
Single
null
High School
Unemployed
11.684076
Rural
Premium
1
13
731
4
2023-04-27 15:21:39.134960
Good
Yes
Weekly
Condo
2,790
49,672
30
Male
17,054
Divorced
null
Master's
Employed
15.395428
Suburban
Comprehensive
null
13
599
7
2021-06-21 15:21:39.134960
Poor
Yes
Daily
Apartment
1,614
49,673
26
Female
3,391
Single
3
PhD
null
null
Urban
Premium
1
17
675
3
2022-07-30 15:21:39.281787
Average
Yes
Weekly
House
473
49,674
39
Male
null
Divorced
2
PhD
Unemployed
27.914382
Urban
Basic
null
15
309
5
2020-01-23 15:21:39.269494
Average
Yes
Daily
Apartment
798
49,675
27
Female
19,955
Divorced
2
High School
Unemployed
30.602567
Rural
Premium
0
7
445
1
2024-04-09 15:21:39.155231
Average
Yes
Daily
Condo
1,149
49,676
24
Male
68,991
Divorced
2
Master's
Unemployed
36.844632
Suburban
Basic
null
17
699
7
2023-06-24 15:21:39.182597
Poor
No
Monthly
Apartment
168
49,677
20
Female
3,941
Divorced
2
Bachelor's
Employed
53.164744
Rural
Premium
1
14
684
2
2019-12-13 15:21:39.256696
Average
No
Weekly
House
621
49,678
22
Male
14,092
Single
4
High School
Unemployed
null
Rural
Basic
1
12
738
9
2022-03-29 15:21:39.093681
Poor
No
Monthly
Apartment
585
49,679
27
Male
25,231
Married
null
PhD
Self-Employed
27.3711
Rural
Basic
0
9
361
3
2021-09-28 15:21:39.196387
Average
No
Monthly
Apartment
654
49,680
18
Female
16,245
Divorced
1
Bachelor's
Self-Employed
18.717222
Suburban
Basic
2
19
697
3
2023-02-26 15:21:39.250151
Poor
Yes
Monthly
Condo
703
49,681
43
Male
1,820
Divorced
2
Bachelor's
Self-Employed
11.759546
Suburban
Premium
2
8
603
4
2023-10-09 15:21:39.145732
Good
Yes
Rarely
Apartment
452
49,682
39
Female
43,842
Single
2
High School
Employed
27.929885
Urban
Basic
null
2
757
7
2022-10-05 15:21:39.155231
Good
No
Daily
Apartment
962
49,683
63
Female
55,815
Single
null
Bachelor's
Employed
9.096117
Urban
Premium
0
4
454
5
2021-02-24 15:21:39.187211
Average
No
Rarely
Condo
30
49,684
45
Female
18,641
Single
2
High School
Self-Employed
21.185751
Urban
Comprehensive
null
10
629
5
2020-03-17 15:21:39.207847
Poor
Yes
Weekly
House
583
49,685
20
Female
11,253
Divorced
4
PhD
Self-Employed
24.428744
Rural
Basic
0
11
null
3
2020-05-04 15:21:39.092127
Average
Yes
Rarely
House
1,686
49,686
34
Female
14,054
Single
3
Bachelor's
Employed
31.814018
Rural
Basic
null
7
637
8
2021-07-09 15:21:39.155231
Good
No
Weekly
House
462
49,687
29
Male
17,885
Married
0
Master's
Self-Employed
8.858953
Suburban
Comprehensive
null
9
660
5
2020-12-20 15:21:39.130190
Poor
Yes
Weekly
House
86
49,688
35
Female
40,991
Single
0
Master's
null
14.317768
Urban
Basic
0
11
811
7
2024-03-18 15:21:39.134960
Poor
Yes
Rarely
Apartment
658
49,689
46
Female
38,963
Married
4
Bachelor's
null
19.917315
Suburban
Comprehensive
0
2
623
4
2024-01-17 15:21:39.184157
Poor
No
Rarely
House
1,236
49,690
48
Female
2,379
Married
null
High School
Employed
20.455049
Rural
Comprehensive
null
9
452
4
2022-03-08 15:21:39.132191
Good
No
Rarely
Apartment
1,113
49,691
55
Male
811
Married
2
PhD
Employed
null
Rural
Premium
0
9
null
3
2023-03-03 15:21:39.217387
null
No
Rarely
House
1,605
49,692
20
Female
14,081
Married
1
PhD
null
19.927302
Rural
Premium
null
7
552
4
2021-08-19 15:21:39.236064
Poor
No
Rarely
Condo
1,640
49,693
31
Female
45,971
Single
1
Master's
Self-Employed
18.822103
Rural
Comprehensive
null
1
749
6
2024-06-01 15:21:39.285112
Average
Yes
Rarely
Apartment
882
49,694
57
Female
43,709
Married
1
PhD
null
12.867835
Rural
Basic
null
15
588
5
2023-08-21 15:21:39.201446
Average
No
Daily
House
948
49,695
50
Male
56,918
Single
3
Master's
null
25.284209
Suburban
Premium
null
18
311
5
2021-10-31 15:21:39.261856
Poor
Yes
Monthly
Condo
991
49,696
22
Male
null
Married
0
High School
null
7.608729
Rural
Basic
0
15
341
8
2021-03-25 15:21:39.283783
Good
Yes
Rarely
House
469
49,697
61
Male
4,928
Divorced
2
High School
null
null
Rural
Basic
2
12
668
8
2019-11-02 15:21:39.257696
Good
Yes
Weekly
Condo
537
49,698
22
Male
27,229
Married
4
Bachelor's
Employed
29.908655
Rural
Comprehensive
0
2
639
3
2021-03-28 15:21:39.095696
Good
Yes
Monthly
Condo
150
49,699
33
Male
26,786
Divorced
1
PhD
Unemployed
24.898365
Rural
Premium
null
0
741
5
2021-08-26 15:21:39.094752
Poor
No
Monthly
House
1,689