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
37,600
46
Female
null
Single
4
Master's
Employed
40.834183
Rural
Premium
0
7
332
8
2020-07-12 15:21:39.237118
Good
No
Daily
Apartment
664
37,601
25
Male
3,908
Married
2
Bachelor's
null
17.946388
Urban
Basic
2
0
null
2
2020-02-21 15:21:39.237118
Average
Yes
Monthly
Apartment
710
37,602
46
Male
16,696
Divorced
4
Bachelor's
Self-Employed
21.179716
Urban
Basic
1
7
802
9
2020-06-10 15:21:39.168099
Good
No
Rarely
House
1,104
37,603
58
Female
28,161
Single
3
High School
Employed
26.881619
Rural
Comprehensive
null
10
731
7
2020-09-14 15:21:39.205850
Average
No
Rarely
Condo
909
37,604
19
Female
23,991
Married
2
High School
Employed
19.829648
Rural
Premium
null
9
709
9
2022-11-15 15:21:39.134960
Average
Yes
Weekly
Apartment
1,695
37,605
30
Male
43,472
Married
null
High School
Self-Employed
42.715299
Rural
Comprehensive
0
1
467
9
2024-02-26 15:21:39.259788
Poor
Yes
Daily
Apartment
847
37,606
30
Male
45,414
Single
0
High School
null
14.39555
Suburban
Basic
2
10
675
5
2021-03-09 15:21:39.088124
Average
No
Rarely
Condo
1,479
37,607
55
Female
57,517
Married
1
Bachelor's
Self-Employed
26.654744
Urban
Comprehensive
null
15
null
1
2022-03-02 15:21:39.084065
Poor
Yes
Monthly
Condo
101
37,608
43
Male
13,798
Married
4
High School
Self-Employed
43.688401
Rural
Basic
null
6
652
1
2022-08-17 15:21:39.280784
Good
No
Daily
House
1,390
37,609
52
Female
2,099
Divorced
2
Bachelor's
Self-Employed
25.625876
Suburban
Basic
0
13
554
8
2021-09-11 15:21:39.130190
Poor
No
Weekly
House
2,114
37,610
60
Female
79,895
Divorced
2
Bachelor's
Self-Employed
7.966505
Urban
Comprehensive
null
10
364
2
2020-01-20 15:21:39.090124
Average
No
Daily
Apartment
1,327
37,611
32
Male
10,157
Divorced
3
Bachelor's
null
26.724776
Suburban
Comprehensive
0
9
783
2
2021-07-12 15:21:39.175719
Average
Yes
Daily
Apartment
1,293
37,612
34
Male
34,365
Divorced
0
High School
Employed
21.519736
Suburban
Premium
null
7
745
8
2021-08-06 15:21:39.134960
Average
Yes
Daily
Apartment
981
37,613
50
Male
35,424
Married
0
Bachelor's
null
15.774568
Suburban
Comprehensive
3
15
652
1
2023-10-20 15:21:39.176717
Good
Yes
Weekly
House
837
37,614
39
Male
63,335
Married
2
PhD
Unemployed
45.913298
Suburban
Comprehensive
0
12
792
9
2021-06-03 15:21:39.202448
Poor
No
Weekly
Condo
110
37,615
25
Female
3,466
Single
0
High School
null
28.90846
Urban
Comprehensive
null
2
null
5
2021-08-05 15:21:39.250151
Average
Yes
Weekly
Condo
120
37,616
50
Female
382
Divorced
3
Master's
null
24.9812
Suburban
Basic
0
17
702
3
2021-02-14 15:21:39.111551
Poor
Yes
Daily
House
26
37,617
43
Male
18,058
Divorced
4
High School
Self-Employed
21.849355
Urban
Basic
null
8
543
7
2020-06-15 15:21:39.283783
null
Yes
Weekly
House
595
37,618
23
Female
2,514
Divorced
2
High School
Employed
28.473432
Suburban
Basic
0
9
800
6
2023-12-03 15:21:39.209847
Average
No
Rarely
House
1,854
37,619
43
Female
115,759
Single
1
Bachelor's
Employed
27.604819
Urban
Basic
1
6
761
3
2021-03-22 15:21:39.165120
Average
No
Rarely
House
190
37,620
61
Female
24,937
Single
3
PhD
Self-Employed
18.362053
Suburban
Premium
null
4
824
3
2024-05-29 15:21:39.134960
Average
Yes
Monthly
Condo
511
37,621
55
Male
16,682
Married
0
Master's
null
47.98438
Suburban
Basic
null
11
615
5
2020-12-31 15:21:39.134960
Good
No
Rarely
Apartment
1,037
37,622
24
Female
15,704
Single
2
Bachelor's
null
15.955997
Urban
Premium
1
18
658
5
2021-12-02 15:21:39.288099
null
Yes
Monthly
Condo
1,383
37,623
46
Male
1,040
Married
1
Bachelor's
Employed
32.579316
Urban
Comprehensive
3
0
394
5
2022-03-15 15:21:39.092127
Good
No
Weekly
Apartment
712
37,624
61
Male
null
Married
3
Master's
Employed
27.959762
Suburban
Premium
null
4
437
6
2023-07-11 15:21:39.192212
Average
Yes
Weekly
House
29
37,625
56
Female
53,585
Divorced
3
PhD
null
19.07948
Suburban
Basic
1
13
381
2
2021-09-18 15:21:39.194829
null
Yes
Monthly
Apartment
1,513
37,626
23
Female
3,466
Married
0
High School
Self-Employed
18.920168
Suburban
Basic
null
1
456
1
2023-08-13 15:21:39.155231
Good
No
Rarely
Condo
371
37,627
44
Male
12,056
Married
null
Master's
Self-Employed
41.7163
Rural
Basic
1
16
433
1
2022-04-02 15:21:39.155231
Poor
Yes
Daily
Apartment
794
37,628
27
Female
22,982
Divorced
null
Bachelor's
Unemployed
9.334841
Urban
Premium
null
5
518
7
2023-02-26 15:21:39.134960
Poor
Yes
Rarely
House
1,367
37,629
42
Male
18,706
Married
4
PhD
Employed
16.965256
Rural
Basic
1
7
587
2
2023-01-26 15:21:39.215386
Average
Yes
Rarely
Condo
386
37,630
18
Female
43,797
Single
1
Bachelor's
null
null
Rural
Comprehensive
1
1
553
8
2020-03-12 15:21:39.230483
Good
No
Rarely
Condo
1,317
37,631
64
Female
8,881
Divorced
2
High School
null
15.715537
Suburban
Premium
0
4
null
4
2023-09-22 15:21:39.202448
Poor
Yes
Daily
House
871
37,632
32
Female
12,042
Divorced
2
PhD
Unemployed
9.174511
Urban
Basic
null
2
534
9
2023-10-05 15:21:39.175719
Good
Yes
Monthly
Apartment
1,584
37,633
24
Female
null
Single
2
Master's
Employed
30.064889
Urban
Basic
2
19
676
3
2023-09-10 15:21:39.244069
Good
No
Rarely
Apartment
2,371
37,634
37
Male
null
Single
3
High School
null
12.730423
Rural
Basic
null
9
null
4
2020-07-05 15:21:39.237118
Poor
No
Daily
House
130
37,635
48
Female
53,734
Single
2
Master's
null
4.677958
Suburban
Premium
0
17
407
7
2021-02-03 15:21:39.276901
Poor
Yes
Weekly
House
1,568
37,636
19
Male
10,058
Single
4
Bachelor's
Self-Employed
27.07734
Urban
Premium
2
16
679
7
2022-01-01 15:21:39.273973
Poor
Yes
Weekly
Condo
100
37,637
60
Male
6,964
Divorced
0
Bachelor's
Employed
8.75174
Urban
Comprehensive
1
15
446
7
2021-04-30 15:21:39.177724
Good
Yes
Rarely
House
1,010
37,638
53
Male
30,546
Married
0
Bachelor's
Employed
24.237905
Rural
Comprehensive
null
7
315
3
2020-01-12 15:21:39.237118
Average
Yes
Weekly
Condo
1,408
37,639
22
Female
63,429
Single
3
Bachelor's
null
null
Urban
Comprehensive
2
17
774
7
2019-10-24 15:21:39.245086
Good
Yes
Rarely
Apartment
719
37,640
45
Female
8,881
Married
4
High School
Self-Employed
4.852258
Urban
Premium
1
11
667
5
2022-11-08 15:21:39.252145
Good
No
Rarely
Apartment
926
37,641
null
Female
8,900
Divorced
2
Master's
Employed
26.576579
Rural
Premium
2
1
484
8
2024-06-17 15:21:39.253660
Good
No
Weekly
House
643
37,642
64
Male
49,095
Single
null
Master's
Unemployed
33.981281
Suburban
Premium
0
2
410
3
2021-11-19 15:21:39.117183
Good
No
Rarely
Apartment
1,185
37,643
64
Male
29,862
Single
3
Master's
Self-Employed
20.908633
Rural
Premium
2
11
521
9
2021-08-18 15:21:39.083497
Poor
Yes
Rarely
House
556
37,644
50
Female
3,447
Married
1
High School
Employed
6.056648
Rural
Premium
null
3
null
3
2024-02-26 15:21:39.177724
Good
No
Rarely
Apartment
2,172
37,645
33
Female
36,241
Single
3
Bachelor's
Employed
20.065404
Rural
Comprehensive
null
6
492
9
2019-10-07 15:21:39.226954
Average
No
Weekly
Condo
948
37,646
52
Female
40,585
Divorced
1
High School
Employed
5.602836
Urban
Basic
null
2
684
6
2020-05-13 15:21:39.145732
Poor
Yes
Monthly
Condo
1,111
37,647
49
Female
35,000
Single
3
PhD
Employed
19.979326
Urban
Basic
1
4
624
6
2022-08-21 15:21:39.155231
Poor
No
Monthly
Apartment
728
37,648
31
Male
29,861
Single
2
High School
Unemployed
24.93679
Rural
Basic
2
18
762
5
2023-12-29 15:21:39.097737
Average
Yes
Monthly
House
542
37,649
43
Male
858
Single
0
Master's
Self-Employed
12.564844
Rural
Premium
null
15
690
1
2022-06-03 15:21:39.237118
Good
Yes
Rarely
House
1,854
37,650
34
Male
18,014
Single
2
Bachelor's
Unemployed
6.963991
Rural
Basic
2
5
593
2
2021-05-29 15:21:39.143708
Good
Yes
Rarely
House
790
37,651
62
Female
17,696
Divorced
0
Master's
Self-Employed
16.797054
Rural
Premium
2
6
465
8
2022-08-13 15:21:39.189223
null
No
Daily
Condo
1,714
37,652
51
Female
3,769
Married
1
Master's
Self-Employed
5.085537
Rural
Premium
2
15
713
7
2024-01-06 15:21:39.257696
Good
Yes
Daily
Apartment
1,191
37,653
50
Female
11,280
Married
3
Master's
Self-Employed
35.25772
Suburban
Premium
null
19
826
6
2020-06-20 15:21:39.237118
Good
No
Weekly
Apartment
1,349
37,654
null
Male
null
Single
4
Master's
null
33.633534
Rural
Premium
null
0
null
9
2022-03-07 15:21:39.134960
Good
No
Weekly
Condo
307
37,655
45
Male
23,757
Single
3
High School
Employed
26.153434
Rural
Premium
null
0
780
4
2020-05-06 15:21:39.261856
Good
No
Rarely
Condo
446
37,656
19
Female
null
Divorced
4
High School
null
47.922632
Suburban
Premium
2
10
453
4
2021-06-21 15:21:39.132191
Good
Yes
Weekly
House
1,620
37,657
33
Male
26,854
Single
4
Master's
null
18.924386
Urban
Premium
1
18
522
4
2022-05-20 15:21:39.233998
Poor
No
Weekly
Apartment
642
37,658
60
Female
55,875
Married
1
Bachelor's
Employed
29.569353
Urban
Premium
2
5
779
4
2021-10-13 15:21:39.134960
Good
Yes
Daily
Condo
150
37,659
40
Male
25,863
Divorced
2
High School
Employed
18.124817
Suburban
Premium
1
10
null
3
2021-01-20 15:21:39.258696
Poor
Yes
Rarely
House
870
37,660
28
Female
3,254
Single
0
Bachelor's
Employed
26.845637
Urban
Basic
3
10
794
5
2024-04-04 15:21:39.125660
Average
Yes
Daily
Apartment
755
37,661
46
Male
565
Divorced
4
PhD
Unemployed
27.443049
Suburban
Comprehensive
2
2
793
9
2023-08-30 15:21:39.134960
Average
No
Monthly
Condo
934
37,662
28
Male
7,060
Married
2
Bachelor's
null
22.486086
Urban
Comprehensive
1
3
557
7
2021-06-05 15:21:39.155231
Good
No
Rarely
Apartment
431
37,663
24
Female
7,866
Married
2
PhD
Unemployed
21.121866
Urban
Basic
3
14
null
7
2019-10-24 15:21:39.164044
Good
Yes
Weekly
Condo
551
37,664
60
Male
8,054
Married
3
Master's
Employed
39.611458
Suburban
Comprehensive
null
19
722
6
2023-06-17 15:21:39.092127
Good
No
Weekly
House
20
37,665
46
Female
18,794
Single
4
PhD
null
17.304091
Urban
Basic
0
3
498
3
2022-01-20 15:21:39.179186
Poor
No
Monthly
Apartment
1,202
37,666
37
Male
29,833
Divorced
4
Master's
null
47.652224
Rural
Comprehensive
2
10
380
5
2021-02-15 15:21:39.260856
Good
No
Daily
Apartment
616
37,667
45
Male
null
Married
2
Bachelor's
Self-Employed
28.148068
Suburban
Premium
0
1
447
2
2022-01-08 15:21:39.086123
Good
Yes
Daily
Condo
2,066
37,668
35
Male
null
Married
null
PhD
null
8.350148
Rural
Comprehensive
1
10
322
9
2023-12-22 15:21:39.094752
null
No
Weekly
Apartment
1,008
37,669
32
Male
782
Single
4
Master's
Unemployed
21.67157
Urban
Comprehensive
2
13
418
3
2023-12-03 15:21:39.261856
Good
Yes
Weekly
House
503
37,670
59
Male
7,073
Married
4
Master's
Unemployed
16.847351
Urban
Comprehensive
1
12
null
1
2020-09-11 15:21:39.205850
Poor
Yes
Monthly
House
1,053
37,671
47
Male
2,750
Married
0
High School
null
30.653725
Rural
Comprehensive
0
15
311
8
2024-07-09 15:21:39.224915
Average
No
Monthly
Condo
3,070
37,672
24
Male
8,053
Married
3
Master's
null
15.081699
Urban
Premium
1
1
536
9
2022-04-09 15:21:39.226954
Poor
Yes
Rarely
Apartment
588
37,673
28
Male
44,284
Single
0
High School
null
9.355585
Suburban
Premium
null
12
null
8
2023-08-01 15:21:39.288099
Average
Yes
Monthly
Condo
685
37,674
34
Female
24,256
Divorced
4
Master's
Unemployed
26.451867
Urban
Basic
null
3
749
7
2020-04-08 15:21:39.098696
Good
No
Daily
Apartment
793
37,675
35
Male
16,194
Divorced
4
High School
Employed
null
Urban
Comprehensive
1
13
667
6
2019-11-05 15:21:39.192212
Good
Yes
Monthly
House
710
37,676
36
Male
85,878
Single
0
High School
Unemployed
25.995414
Suburban
Premium
1
16
421
3
2019-10-01 15:21:39.170099
Good
No
Daily
Apartment
2,188
37,677
45
Female
38,305
Married
1
High School
Employed
13.836586
Suburban
Basic
null
12
731
1
2021-04-03 15:21:39.155231
Poor
Yes
Monthly
Apartment
846
37,678
48
Female
15,886
Married
1
Bachelor's
null
17.9087
Rural
Basic
0
8
676
2
2020-03-21 15:21:39.155231
Average
No
Rarely
Condo
732
37,679
53
Female
32,196
Married
3
Bachelor's
null
34.244901
Rural
Premium
null
15
530
3
2022-08-26 15:21:39.201446
null
Yes
Daily
House
21
37,680
58
Female
3,787
Single
2
PhD
Employed
34.719083
Rural
Basic
null
6
703
6
2023-03-31 15:21:39.245086
Average
Yes
Weekly
Apartment
227
37,681
40
Female
3,817
Single
4
High School
Self-Employed
35.606438
Suburban
Basic
2
16
589
4
2024-07-27 15:21:39.184157
Poor
No
Rarely
Condo
549
37,682
46
Female
37,253
Married
4
High School
Employed
30.087666
Suburban
Premium
1
2
513
2
2023-03-26 15:21:39.221386
Average
Yes
Rarely
Condo
890
37,683
38
Female
64,051
Divorced
2
Bachelor's
Employed
36.001744
Suburban
Basic
0
15
490
6
2020-07-17 15:21:39.112553
Poor
No
Daily
Apartment
267
37,684
23
Male
2,866
Single
1
High School
Self-Employed
11.076754
Urban
Premium
2
4
405
3
2020-11-23 15:21:39.126661
Poor
Yes
Rarely
Condo
2,353
37,685
31
Female
30,779
Divorced
1
PhD
Unemployed
4.912171
Urban
Basic
1
8
789
7
2020-12-03 15:21:39.235012
Average
Yes
Monthly
House
1,317
37,686
60
Female
3,488
Married
3
PhD
null
null
Suburban
Basic
0
19
749
2
2021-04-15 15:21:39.155231
Good
Yes
Weekly
Condo
834
37,687
34
Female
5,875
Single
3
Bachelor's
Unemployed
31.746807
Suburban
Premium
null
5
340
3
2021-08-04 15:21:39.098696
Average
Yes
Daily
Condo
861
37,688
53
Female
43,987
Divorced
0
Master's
null
null
Rural
Premium
null
19
null
6
2024-07-21 15:21:39.085129
Average
Yes
Monthly
Condo
1,438
37,689
46
Female
33,650
Married
2
Master's
Self-Employed
15.084511
Suburban
Basic
null
8
848
6
2023-07-29 15:21:39.247098
Good
No
Weekly
Condo
928
37,690
33
Male
29,777
Married
2
PhD
Unemployed
40.077549
Urban
Basic
2
6
571
9
2023-04-23 15:21:39.134960
Good
Yes
Rarely
House
1,042
37,691
61
Male
859
Single
1
Bachelor's
Self-Employed
30.988119
Urban
Basic
1
1
757
5
2020-06-11 15:21:39.084065
Good
Yes
Weekly
Apartment
197
37,692
56
Female
64,440
Divorced
2
High School
Employed
50.427927
Rural
Premium
null
5
809
2
2022-04-08 15:21:39.079128
Poor
Yes
Rarely
Apartment
391
37,693
51
Male
20,859
Single
3
Bachelor's
Self-Employed
20.636316
Rural
Comprehensive
1
5
457
9
2021-06-30 15:21:39.233998
Poor
No
Rarely
Condo
608
37,694
22
Female
828
Single
3
PhD
null
null
Suburban
Basic
1
8
null
8
2023-10-13 15:21:39.134960
Good
No
Daily
Apartment
846
37,695
35
Male
15,407
Divorced
4
High School
null
46.621195
Rural
Comprehensive
3
12
509
4
2020-04-06 15:21:39.209847
Poor
Yes
Monthly
Apartment
472
37,696
29
Male
68,669
Married
0
Master's
Employed
32.161926
Urban
Basic
null
1
400
8
2021-06-30 15:21:39.143476
Average
No
Rarely
Apartment
4,545
37,697
40
Female
83,759
Single
1
PhD
Unemployed
11.481801
Suburban
Basic
null
1
644
7
2021-07-16 15:21:39.114118
Poor
Yes
Rarely
Apartment
83
37,698
60
Female
28,003
Single
4
PhD
Employed
21.537825
Suburban
Premium
1
13
813
8
2023-01-23 15:21:39.220389
Average
No
Daily
Condo
865
37,699
23
Female
73,109
Married
0
PhD
Self-Employed
25.450092
Urban
Premium
1
6
531
6
2020-06-01 15:21:39.128286
Average
Yes
Rarely
Apartment
181