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
19,600
46
Female
97,076
Single
3
Master's
Self-Employed
31.013936
Suburban
Basic
1
13
384
9
2023-08-13 15:21:39.286113
Good
No
Weekly
House
1,303
19,601
35
Male
30,892
Divorced
0
High School
Employed
29.84626
Suburban
Basic
null
8
null
6
2020-11-24 15:21:39.191219
Average
Yes
Monthly
House
726
19,602
44
Female
17,354
Married
4
Master's
Employed
38.939273
Rural
Premium
null
5
515
8
2022-06-20 15:21:39.194829
Good
Yes
Monthly
Apartment
303
19,603
26
Male
14,824
Divorced
0
Bachelor's
null
35.819311
Rural
Premium
0
18
801
9
2019-11-03 15:21:39.221386
Average
Yes
Rarely
Condo
143
19,604
57
Female
4,511
Married
4
PhD
Unemployed
18.827246
Rural
Basic
null
13
473
3
2021-06-09 15:21:39.266452
Good
No
Daily
Condo
330
19,605
58
Male
24,997
Divorced
1
Bachelor's
Self-Employed
26.37397
Rural
Basic
0
10
658
8
2023-07-08 15:21:39.171102
Average
No
Weekly
Apartment
24
19,606
22
Male
19,668
Married
null
Bachelor's
Employed
20.180149
Urban
Premium
0
16
773
3
2024-05-04 15:21:39.164044
Average
No
Monthly
Condo
1,157
19,607
21
Male
64,565
Divorced
4
High School
Self-Employed
21.723238
Suburban
Basic
0
3
437
7
2024-03-07 15:21:39.185215
Average
Yes
Weekly
House
25
19,608
61
Female
10,094
Married
4
High School
Self-Employed
22.381047
Suburban
Comprehensive
0
6
null
1
2019-10-23 15:21:39.198406
Good
Yes
Rarely
Apartment
693
19,609
25
Male
43,905
Single
3
Bachelor's
null
17.861375
Suburban
Basic
0
16
823
5
2022-06-02 15:21:39.123711
Average
No
Monthly
Apartment
1,395
19,610
31
Female
52,349
Divorced
0
High School
Self-Employed
48.182876
Suburban
Comprehensive
1
9
398
8
2022-11-05 15:21:39.270454
Good
Yes
Rarely
House
1,325
19,611
59
Female
828
Divorced
3
Master's
Employed
12.843173
Urban
Premium
0
17
677
9
2021-09-02 15:21:39.085129
Good
Yes
Rarely
House
3,253
19,612
55
Male
78,988
Married
4
Bachelor's
null
35.957337
Urban
Comprehensive
1
17
633
8
2020-12-09 15:21:39.194829
Average
Yes
Monthly
House
119
19,613
36
Male
23,648
Married
2
PhD
Self-Employed
39.82301
Suburban
Basic
1
18
796
2
2020-02-06 15:21:39.228521
Good
No
Daily
Apartment
632
19,614
59
Male
44,334
Married
0
Bachelor's
Employed
42.837464
Rural
Premium
1
7
null
6
2023-05-18 15:21:39.236064
null
No
Rarely
Apartment
434
19,615
19
Male
35,692
Single
0
Bachelor's
Employed
42.855569
Suburban
Comprehensive
0
5
697
2
2023-04-11 15:21:39.237118
Good
Yes
Daily
House
1,856
19,616
19
Female
5,892
Married
null
Bachelor's
null
6.136472
Rural
Basic
1
13
564
2
2024-06-23 15:21:39.131192
Average
No
Daily
Condo
1,907
19,617
47
Female
8,054
Single
0
High School
Employed
13.946353
Suburban
Premium
0
4
755
3
2023-03-03 15:21:39.253660
Good
No
Rarely
House
1,059
19,618
21
Female
7,981
Single
null
Master's
Unemployed
23.91956
Rural
Comprehensive
1
7
627
5
2024-04-22 15:21:39.281787
Poor
Yes
Rarely
Condo
437
19,619
52
Female
39,425
Married
4
Bachelor's
Employed
29.922692
Urban
Basic
1
1
716
6
2020-02-02 15:21:39.102694
Average
Yes
Rarely
House
1,607
19,620
39
Male
29,095
Divorced
3
Master's
Unemployed
29.447912
Urban
Comprehensive
null
15
447
6
2020-07-15 15:21:39.084065
Good
Yes
Weekly
Condo
1,758
19,621
37
Male
17,098
Married
0
High School
Employed
19.081559
Suburban
Basic
2
5
807
5
2019-10-12 15:21:39.261856
Good
No
Rarely
Apartment
1,585
19,622
23
Female
26,113
Single
2
PhD
Self-Employed
17.011522
Suburban
Premium
null
0
523
3
2022-10-18 15:21:39.126661
Good
Yes
Daily
Apartment
566
19,623
25
Male
3,532
Single
0
Bachelor's
Employed
22.835798
Suburban
Basic
1
4
480
2
2020-09-26 15:21:39.179186
Good
No
Daily
Apartment
753
19,624
54
Female
29,082
Married
null
Master's
null
15.813542
Urban
Comprehensive
0
1
835
2
2022-03-08 15:21:39.155231
Good
No
Monthly
Condo
659
19,625
55
Female
43,415
Single
4
Master's
Employed
5.555074
Urban
Basic
1
0
617
6
2020-11-18 15:21:39.091080
Poor
Yes
Monthly
House
617
19,626
39
Male
71,467
Divorced
0
Bachelor's
Employed
21.035467
Rural
Premium
0
18
458
9
2020-12-30 15:21:39.107553
Poor
Yes
Daily
Apartment
397
19,627
59
Female
52,096
Divorced
0
Bachelor's
Self-Employed
22.095498
Rural
Premium
3
9
721
5
2022-09-09 15:21:39.155231
Average
Yes
Weekly
Condo
181
19,628
22
Male
5,072
Divorced
3
High School
null
26.451818
Rural
Comprehensive
1
10
null
7
2020-05-10 15:21:39.276901
Poor
No
Rarely
Condo
1,420
19,629
51
Male
5,799
Married
2
High School
Unemployed
32.569378
Rural
Comprehensive
2
12
516
8
2021-02-27 15:21:39.155231
Good
No
Rarely
Condo
516
19,630
44
Female
46,370
Divorced
1
High School
Unemployed
20.865237
Suburban
Premium
null
17
766
5
2020-09-19 15:21:39.155231
Good
Yes
Rarely
House
729
19,631
34
Female
17,091
Married
2
PhD
Employed
7.079558
Suburban
Basic
null
10
685
2
2021-07-19 15:21:39.237118
Poor
No
Weekly
Condo
1,260
19,632
58
Female
20,897
Single
1
High School
null
null
Urban
Comprehensive
null
4
604
5
2020-04-17 15:21:39.185215
Average
No
Daily
House
494
19,633
60
Male
2,237
Divorced
0
Bachelor's
null
13.52775
Rural
Basic
null
0
null
3
2020-02-21 15:21:39.220389
Good
No
Monthly
Apartment
3,454
19,634
33
Male
8,818
Single
4
Bachelor's
Self-Employed
28.371158
Urban
Comprehensive
1
16
786
1
2021-12-25 15:21:39.155231
Poor
No
Monthly
Apartment
1,726
19,635
50
Female
17
Married
0
PhD
Employed
38.643324
Rural
Basic
1
19
514
6
2019-11-03 15:21:39.226954
Good
Yes
Daily
Condo
782
19,636
63
Male
17,345
Divorced
4
PhD
Unemployed
40.846259
Rural
Basic
null
14
670
1
2020-12-19 15:21:39.109552
Poor
No
Daily
Apartment
1,191
19,637
51
Male
13,034
Married
2
Bachelor's
Employed
11.01163
Suburban
Basic
0
12
721
1
2023-08-09 15:21:39.119168
Average
Yes
Monthly
House
341
19,638
45
Male
16,072
Divorced
4
Bachelor's
Unemployed
30.589417
Suburban
Premium
null
17
781
8
2024-05-31 15:21:39.134960
Poor
Yes
Monthly
House
2,467
19,639
23
Female
28,332
Divorced
3
Bachelor's
null
18.849017
Rural
Premium
null
19
682
7
2022-07-08 15:21:39.237118
Good
No
Monthly
Apartment
1,041
19,640
41
Female
76,571
Single
0
PhD
Employed
null
Suburban
Basic
0
4
547
1
2021-10-13 15:21:39.173834
null
Yes
Monthly
Apartment
839
19,641
25
Male
46,007
Married
null
Master's
null
46.683827
Suburban
Comprehensive
2
6
546
3
2020-09-20 15:21:39.187211
Good
No
Monthly
Apartment
476
19,642
40
Female
59,079
Married
3
Master's
null
14.382298
Rural
Basic
2
3
365
4
2023-09-26 15:21:39.092127
Good
No
Daily
House
992
19,643
63
Male
24,991
Married
null
High School
Unemployed
23.874992
Urban
Basic
null
8
556
6
2021-02-12 15:21:39.172097
Good
Yes
Weekly
Apartment
524
19,644
45
Female
null
Married
1
Master's
Self-Employed
null
Suburban
Premium
3
6
564
9
2020-11-10 15:21:39.251142
Good
Yes
Rarely
Apartment
927
19,645
63
Female
38,782
Single
2
High School
null
13.84949
Urban
Basic
0
18
467
3
2024-08-01 15:21:39.288099
Poor
Yes
Weekly
Condo
2,192
19,646
60
Male
40,937
Married
1
Bachelor's
Unemployed
27.692906
Rural
Premium
1
5
613
2
2022-10-02 15:21:39.134960
Average
Yes
Daily
House
399
19,647
44
Female
482
Single
2
PhD
null
null
Rural
Basic
null
7
755
2
2023-09-21 15:21:39.134960
Good
Yes
Monthly
Condo
1,724
19,648
19
Female
54,561
Divorced
4
Master's
Self-Employed
35.472447
Urban
Comprehensive
1
12
438
3
2022-08-25 15:21:39.206847
Good
Yes
Weekly
Condo
1,042
19,649
54
Female
3,577
Single
null
Bachelor's
Employed
27.274492
Rural
Basic
0
10
439
2
2022-09-12 15:21:39.155231
Poor
No
Monthly
House
1,799
19,650
18
Female
54,895
Single
1
Master's
Employed
null
Rural
Comprehensive
null
2
547
9
2022-10-06 15:21:39.252145
Poor
No
Daily
Apartment
2,076
19,651
33
Male
5,914
Divorced
4
Master's
Employed
36.611609
Suburban
Basic
null
0
415
2
2022-02-19 15:21:39.237118
Good
Yes
Daily
House
2,266
19,652
52
Male
null
Divorced
1
Master's
Unemployed
45.764646
Urban
Basic
null
0
738
7
2020-04-18 15:21:39.134960
Poor
Yes
Monthly
Apartment
411
19,653
60
Male
24,886
Single
0
PhD
null
17.005512
Suburban
Premium
null
6
582
2
2020-08-29 15:21:39.171102
Good
Yes
Weekly
Condo
567
19,654
47
Male
41,887
Single
0
PhD
Self-Employed
28.446773
Suburban
Comprehensive
null
8
821
1
2020-08-16 15:21:39.087123
Poor
No
Daily
Condo
687
19,655
50
Female
13,201
Single
1
Master's
Self-Employed
12.925974
Rural
Basic
1
6
615
1
2022-04-11 15:21:39.274993
Good
Yes
Weekly
Apartment
159
19,656
29
Male
19,286
Married
4
PhD
Self-Employed
9.312539
Rural
Comprehensive
1
14
613
6
2021-07-07 15:21:39.168099
Poor
No
Daily
Condo
708
19,657
39
Female
2,456
Single
2
High School
null
7.444566
Urban
Comprehensive
2
18
338
7
2024-01-15 15:21:39.126661
Average
No
Monthly
Condo
651
19,658
27
Female
1,439
Married
4
Master's
Employed
null
Suburban
Premium
null
5
805
9
2020-06-30 15:21:39.278402
Poor
No
Rarely
Apartment
724
19,659
43
Male
86,386
Married
1
PhD
Self-Employed
51.743759
Urban
Comprehensive
null
4
316
2
2021-08-01 15:21:39.101733
Average
No
Daily
Condo
1,252
19,660
24
Female
51,707
Married
0
High School
Unemployed
5.897165
Rural
Comprehensive
2
8
743
2
2021-12-03 15:21:39.288099
Poor
Yes
Rarely
House
2,517
19,661
45
Female
739
Divorced
0
High School
null
38.83685
Urban
Basic
2
18
835
3
2022-02-14 15:21:39.134960
Poor
No
Monthly
House
719
19,662
58
Female
68,944
Single
4
PhD
Self-Employed
19.363068
Rural
Comprehensive
1
7
566
7
2020-10-26 15:21:39.250151
Average
No
Weekly
House
387
19,663
28
Female
29,091
Single
null
PhD
null
13.03868
Rural
Basic
0
17
639
3
2022-07-21 15:21:39.280784
Poor
Yes
Rarely
Condo
627
19,664
42
Female
4,388
Single
1
PhD
Unemployed
39.161176
Rural
Basic
null
7
378
9
2022-10-06 15:21:39.134960
Good
Yes
Daily
Condo
1,460
19,665
50
Male
997
Married
3
Bachelor's
null
21.664672
Urban
Comprehensive
0
15
447
2
2024-02-27 15:21:39.155231
Average
Yes
Rarely
Condo
1,258
19,666
20
Male
10,146
Single
2
Bachelor's
Unemployed
10.305908
Urban
Comprehensive
null
4
751
8
2020-08-20 15:21:39.226954
Good
No
Monthly
Condo
1,253
19,667
63
Male
90,952
Single
4
PhD
null
15.055183
Urban
Basic
null
6
651
8
2023-01-05 15:21:39.085129
Good
No
Daily
Condo
63
19,668
37
Male
16,123
Married
3
Master's
null
19.887904
Urban
Basic
2
5
589
1
2020-12-21 15:21:39.134960
Good
No
Weekly
House
1,503
19,669
35
Female
142,600
Married
4
Bachelor's
Employed
30.716297
Suburban
Basic
2
15
null
7
2020-08-24 15:21:39.261856
Poor
No
Daily
Apartment
2,445
19,670
48
Male
43,815
Married
4
High School
Unemployed
44.2919
Urban
Premium
1
11
630
4
2021-01-21 15:21:39.237118
Poor
Yes
Weekly
House
657
19,671
57
Female
1,018
Married
3
PhD
Employed
51.95017
Urban
Basic
3
19
689
2
2022-06-15 15:21:39.180553
Good
Yes
Weekly
Condo
506
19,672
59
Male
96,881
Single
2
PhD
Self-Employed
51.033345
Urban
Comprehensive
1
11
375
2
2024-07-30 15:21:39.155231
Poor
No
Rarely
Apartment
1,074
19,673
36
Female
80,847
Single
1
PhD
Unemployed
9.937251
Urban
Comprehensive
2
1
397
9
2020-02-08 15:21:39.221386
Good
No
Monthly
Condo
39
19,674
26
Male
547
Divorced
2
Bachelor's
null
18.908356
Suburban
Premium
2
15
573
1
2021-11-02 15:21:39.096739
Poor
No
Weekly
Apartment
532
19,675
57
Female
2,579
Single
0
High School
Employed
25.922113
Urban
Basic
null
5
746
7
2020-09-24 15:21:39.237118
Poor
Yes
Monthly
Apartment
49
19,676
62
Male
62,221
Married
1
PhD
null
23.128426
Suburban
Basic
0
16
426
1
2023-07-06 15:21:39.266452
Average
Yes
Weekly
House
2,174
19,677
20
Female
28,665
Single
4
High School
null
33.99645
Urban
Basic
1
9
697
8
2021-02-07 15:21:39.134960
Good
Yes
Daily
House
903
19,678
62
Male
12,085
Divorced
3
Master's
null
46.691346
Urban
Basic
1
6
618
6
2021-12-04 15:21:39.223901
Good
No
Rarely
Apartment
1,570
19,679
30
Male
95,915
Married
2
Master's
Unemployed
7.232542
Rural
Comprehensive
null
19
340
7
2021-05-09 15:21:39.258696
Good
No
Daily
Apartment
3,246
19,680
52
Female
34,652
Divorced
null
PhD
null
47.8784
Urban
Comprehensive
0
4
776
8
2022-09-26 15:21:39.134960
Good
Yes
Daily
Condo
1,553
19,681
40
Female
null
Married
null
PhD
Employed
11.95703
Suburban
Basic
0
19
434
7
2024-02-26 15:21:39.278402
Average
No
Daily
Condo
1,439
19,682
63
Male
111,037
Married
3
Bachelor's
Unemployed
14.8462
Rural
Comprehensive
1
9
420
2
2021-08-07 15:21:39.194829
Poor
No
Rarely
Apartment
1,301
19,683
31
Male
40,250
Single
1
Bachelor's
Unemployed
4.296008
Rural
Comprehensive
null
15
418
6
2023-07-08 15:21:39.200452
Good
Yes
Daily
House
496
19,684
28
Male
969
Single
0
Master's
null
29.591176
Urban
Basic
2
12
567
3
2019-12-01 15:21:39.251142
null
Yes
Rarely
Condo
624
19,685
45
Male
15,284
Single
2
PhD
Unemployed
13.85966
Rural
Premium
null
1
662
8
2024-01-12 15:21:39.257696
Poor
Yes
Monthly
Apartment
3,911
19,686
53
Male
53,346
Married
null
High School
null
16.883477
Suburban
Premium
null
18
361
2
2023-09-18 15:21:39.237118
Good
No
Weekly
House
571
19,687
null
Male
3,837
Divorced
null
Bachelor's
Self-Employed
10.55505
Rural
Basic
0
0
437
5
2021-01-03 15:21:39.093681
Good
Yes
Weekly
Apartment
1,326
19,688
39
Female
80,298
Divorced
3
PhD
Unemployed
32.933501
Urban
Comprehensive
0
16
375
9
2021-11-21 15:21:39.084065
Average
No
Daily
House
1,762
19,689
62
Male
4,029
Divorced
2
High School
null
20.919194
Urban
Comprehensive
0
11
513
1
2022-09-20 15:21:39.237118
null
No
Rarely
Apartment
627
19,690
40
Male
25,211
Divorced
0
Bachelor's
null
31.494215
Rural
Basic
null
10
595
2
2020-06-06 15:21:39.134960
Good
No
Daily
Apartment
1,136
19,691
57
Male
92,945
Single
1
PhD
Unemployed
25.889966
Rural
Premium
1
12
731
4
2020-03-26 15:21:39.184157
Poor
Yes
Rarely
Apartment
171
19,692
40
Male
38,553
Married
3
High School
null
12.443541
Rural
Basic
1
11
805
5
2022-05-03 15:21:39.105192
Average
No
Daily
Condo
670
19,693
45
Male
51,894
Single
0
PhD
Employed
38.003788
Urban
Premium
3
17
336
2
2021-02-11 15:21:39.204790
null
No
Daily
Condo
671
19,694
29
Male
845
Divorced
1
Master's
Unemployed
45.287572
Urban
Comprehensive
null
4
471
3
2020-05-13 15:21:39.167099
Good
Yes
Weekly
Apartment
100
19,695
39
Female
18,053
Divorced
3
Master's
Unemployed
21.735251
Rural
Basic
0
15
null
6
2020-03-30 15:21:39.256696
Poor
Yes
Weekly
Condo
1,012
19,696
59
Male
3,680
Divorced
0
Master's
Unemployed
42.935229
Rural
Comprehensive
1
4
null
1
2022-12-15 15:21:39.197445
Average
Yes
Daily
House
2,455
19,697
44
Male
24,456
Divorced
null
Bachelor's
Self-Employed
13.448004
Rural
Premium
2
10
425
6
2023-01-12 15:21:39.197445
Average
Yes
Rarely
House
504
19,698
25
Male
72,519
Divorced
0
Bachelor's
Self-Employed
26.644017
Urban
Comprehensive
1
9
438
3
2024-03-31 15:21:39.155231
Good
No
Monthly
House
519
19,699
41
Male
23,755
Single
0
Bachelor's
Unemployed
17.051216
Rural
Comprehensive
null
14
761
2
2019-12-30 15:21:39.170099
Poor
Yes
Daily
House
1,347