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
1,183,500
32
Female
24,897
Single
3
High School
Unemployed
27.314511
Suburban
Premium
1
5
596
4
2021-04-05 15:21:39.164044
Poor
No
Weekly
House
1,604
1,183,501
21
Female
1,359
Single
1
PhD
null
37.383524
Suburban
Comprehensive
2
19
null
5
2021-12-31 15:21:39.092127
Good
Yes
Monthly
Condo
828
1,183,502
28
Female
51,488
Single
2
High School
Unemployed
4.361863
Urban
Comprehensive
2
2
407
7
2023-01-26 15:21:39.155231
Average
Yes
Monthly
Apartment
1,408
1,183,503
63
Female
7,881
Married
0
Master's
null
17.928288
Urban
Basic
1
18
684
5
2023-11-18 15:21:39.134960
Poor
No
Monthly
House
1,119
1,183,504
21
Male
16,025
Divorced
1
PhD
Self-Employed
7.016656
Suburban
Comprehensive
1
2
756
8
2023-03-14 15:21:39.101733
Average
Yes
Rarely
Apartment
3,353
1,183,505
26
Female
104,823
Married
3
Bachelor's
null
42.336725
Rural
Basic
2
9
471
3
2020-10-18 15:21:39.134960
Good
Yes
Rarely
Apartment
1,988
1,183,506
26
Female
26,742
Single
4
Bachelor's
Unemployed
34.020535
Suburban
Premium
null
19
392
5
2023-03-03 15:21:39.222387
Good
No
Monthly
House
781
1,183,507
31
Female
34,091
Married
1
High School
Unemployed
33.253583
Suburban
Premium
0
0
369
2
2022-06-27 15:21:39.171102
Poor
No
Monthly
Condo
614
1,183,508
27
Female
18,509
Married
3
Master's
null
24.153537
Urban
Premium
0
7
null
4
2023-05-11 15:21:39.185215
Average
No
Daily
House
2,535
1,183,509
56
Female
958
Single
2
Master's
Self-Employed
7.282043
Urban
Premium
1
7
784
8
2024-01-10 15:21:39.271453
Poor
Yes
Rarely
Condo
23
1,183,510
31
Female
15,894
Single
1
Bachelor's
Employed
34.865303
Urban
Premium
2
11
474
2
2021-07-07 15:21:39.237118
Good
Yes
Daily
Apartment
481
1,183,511
64
Male
37,553
Single
0
Bachelor's
Employed
22.788355
Urban
Premium
2
2
729
5
2024-04-09 15:21:39.213373
Good
No
Rarely
House
1,139
1,183,512
64
Female
3,173
Divorced
4
High School
Employed
34.332614
Rural
Comprehensive
0
12
352
3
2022-01-08 15:21:39.155231
Average
Yes
Rarely
Condo
1,166
1,183,513
55
Female
93,535
Divorced
3
PhD
null
52.418923
Suburban
Basic
1
3
535
9
2022-11-26 15:21:39.268507
Good
No
Monthly
Condo
548
1,183,514
36
Male
5,962
Single
1
High School
null
16.779616
Suburban
Basic
null
9
568
5
2023-12-27 15:21:39.245086
Poor
No
Daily
Apartment
1,407
1,183,515
19
Male
17,885
Divorced
1
Master's
Self-Employed
39.998941
Suburban
Comprehensive
1
7
626
9
2023-11-15 15:21:39.268507
Good
No
Weekly
House
939
1,183,516
46
Male
15,982
Divorced
3
Master's
Employed
12.527138
Suburban
Comprehensive
2
15
507
1
2022-03-01 15:21:39.149731
Good
Yes
Rarely
Apartment
467
1,183,517
46
Female
null
Single
0
Bachelor's
null
52.519967
Urban
Basic
null
17
364
2
2020-05-10 15:21:39.090124
Average
No
Rarely
Condo
586
1,183,518
42
Female
24,223
Divorced
1
High School
Self-Employed
29.98236
Suburban
Basic
1
16
466
6
2019-09-23 15:21:39.155231
Poor
Yes
Monthly
Apartment
115
1,183,519
19
Male
5,034
Married
2
Bachelor's
Self-Employed
37.893362
Rural
Basic
2
7
738
2
2021-08-21 15:21:39.208842
Poor
No
Rarely
Apartment
963
1,183,520
43
Female
68,372
Married
4
Master's
Unemployed
null
Rural
Comprehensive
null
18
327
8
2020-12-16 15:21:39.155231
Good
Yes
Weekly
Apartment
715
1,183,521
52
Female
52,344
Married
1
Master's
Self-Employed
22.428989
Urban
Premium
1
14
336
9
2021-05-26 15:21:39.237118
Average
Yes
Rarely
Condo
278
1,183,522
27
Male
63,720
Married
3
Master's
Employed
39.106978
Urban
Basic
1
7
397
2
2022-07-18 15:21:39.279729
Average
No
Weekly
Apartment
2,548
1,183,523
53
Male
7,827
Married
2
Bachelor's
Unemployed
10.82659
Suburban
Basic
1
5
563
8
2020-04-06 15:21:39.237118
Poor
No
Weekly
House
1,233
1,183,524
21
Female
3,472
Single
2
Master's
null
23.457901
Suburban
Premium
null
7
463
7
2022-01-31 15:21:39.185215
Average
No
Monthly
House
885
1,183,525
55
Female
4,866
Single
null
Master's
null
18.263635
Suburban
Premium
2
17
724
5
2022-07-03 15:21:39.128286
Good
No
Monthly
Condo
456
1,183,526
20
Male
3,160
Divorced
3
PhD
Employed
48.057717
Rural
Premium
3
4
718
9
2020-04-22 15:21:39.155231
Poor
No
Rarely
Apartment
1,271
1,183,527
50
Male
74,498
Married
null
PhD
Self-Employed
35.619318
Suburban
Premium
0
3
469
1
2023-08-12 15:21:39.091080
Poor
No
Weekly
Condo
4,369
1,183,528
63
Female
2,579
Married
null
High School
null
10.092271
Suburban
Premium
0
0
497
6
2022-05-22 15:21:39.256696
Average
Yes
Monthly
Apartment
2,645
1,183,529
27
Male
null
Divorced
0
Master's
null
30.45889
Urban
Premium
2
18
447
8
2023-11-15 15:21:39.115178
Good
Yes
Weekly
Condo
2,252
1,183,530
23
Male
15,553
Married
0
Master's
Self-Employed
26.284748
Rural
Premium
null
3
null
6
2022-11-18 15:21:39.237118
Poor
No
Daily
Apartment
1,215
1,183,531
29
Male
11,413
Divorced
4
Bachelor's
Unemployed
49.010429
Suburban
Comprehensive
0
14
604
3
2021-12-24 15:21:39.088124
Poor
No
Weekly
House
223
1,183,532
59
Female
62,350
Divorced
3
PhD
Employed
51.794854
Rural
Basic
null
15
796
4
2020-02-27 15:21:39.251142
Poor
No
Weekly
Apartment
807
1,183,533
22
Female
6,344
Single
4
Bachelor's
Self-Employed
35.652474
Urban
Basic
2
8
603
6
2024-05-01 15:21:39.188220
Good
Yes
Weekly
House
870
1,183,534
64
Female
3,721
Divorced
1
Master's
Self-Employed
7.893437
Urban
Comprehensive
0
18
391
4
2021-01-23 15:21:39.261856
Poor
No
Rarely
House
727
1,183,535
50
Male
35,424
Divorced
3
PhD
Self-Employed
43.223068
Urban
Premium
null
0
617
2
2022-07-31 15:21:39.125660
Average
No
Rarely
House
48
1,183,536
29
Female
29,576
Divorced
4
Bachelor's
Employed
25.017445
Urban
Premium
1
4
488
9
2020-10-15 15:21:39.175719
Poor
No
Weekly
Condo
1,604
1,183,537
35
Female
108,937
Divorced
null
Master's
null
22.929675
Rural
Premium
null
1
324
5
2021-10-16 15:21:39.253660
Good
Yes
Daily
House
300
1,183,538
47
Male
63,949
Single
4
PhD
Unemployed
17.259656
Urban
Premium
0
15
520
4
2024-01-02 15:21:39.097737
Average
No
Weekly
House
423
1,183,539
44
Male
28,058
Divorced
3
Bachelor's
Unemployed
24.17796
Urban
Premium
0
3
717
9
2020-09-04 15:21:39.225916
Poor
Yes
Daily
Condo
1,063
1,183,540
44
Female
35,113
Married
2
Master's
Unemployed
10.049706
Rural
Comprehensive
0
9
600
2
2023-12-29 15:21:39.134960
Good
No
Daily
Condo
471
1,183,541
47
Male
5,530
Married
3
High School
Unemployed
5.843356
Urban
Comprehensive
0
6
817
6
2021-08-23 15:21:39.155231
Average
No
Rarely
Apartment
2,080
1,183,542
34
Female
20,492
Single
3
PhD
null
18.163988
Rural
Comprehensive
0
2
758
4
2024-07-23 15:21:39.259788
Poor
No
Daily
Condo
1,168
1,183,543
50
Female
50,266
Married
null
PhD
Employed
37.898804
Suburban
Comprehensive
2
11
488
3
2021-06-21 15:21:39.218388
Average
No
Rarely
House
2,094
1,183,544
64
Male
10,981
Married
0
Bachelor's
null
18.839241
Suburban
Premium
1
9
648
8
2022-03-17 15:21:39.134960
Good
Yes
Daily
Condo
811
1,183,545
26
Female
107,949
Divorced
4
Master's
Unemployed
38.834651
Rural
Premium
1
8
746
4
2019-11-02 15:21:39.116179
Poor
Yes
Weekly
House
2,031
1,183,546
63
Male
53,169
Single
1
Bachelor's
Self-Employed
11.947156
Suburban
Comprehensive
0
2
null
4
2022-02-13 15:21:39.086123
Average
No
Weekly
Apartment
116
1,183,547
51
Male
null
Divorced
2
PhD
null
40.976314
Urban
Premium
null
7
486
5
2020-03-19 15:21:39.133866
Poor
No
Rarely
Apartment
106
1,183,548
23
Male
13,253
Divorced
4
High School
null
39.56681
Urban
Basic
null
12
790
3
2020-01-19 15:21:39.090124
Poor
No
Weekly
House
1,410
1,183,549
51
Female
20,983
Married
0
Master's
Unemployed
9.94931
Urban
Premium
1
14
null
6
2021-11-29 15:21:39.084065
Good
No
Weekly
Apartment
629
1,183,550
35
Male
16,054
Divorced
2
High School
Employed
null
Urban
Comprehensive
1
9
572
1
2020-12-02 15:21:39.281787
Poor
Yes
Daily
Condo
676
1,183,551
27
Female
109,993
Divorced
1
High School
Unemployed
18.634386
Rural
Basic
null
10
null
3
2023-04-25 15:21:39.129190
Poor
Yes
Daily
Condo
291
1,183,552
55
Male
15,516
Single
2
Master's
null
27.418537
Suburban
Basic
2
19
693
1
2023-11-25 15:21:39.218388
Good
Yes
Weekly
Condo
794
1,183,553
45
Male
62,224
Divorced
null
PhD
Unemployed
null
Urban
Basic
null
17
614
5
2024-08-08 15:21:39.280784
null
Yes
Weekly
Condo
945
1,183,554
18
Male
25,438
Single
0
PhD
null
43.693007
Urban
Basic
null
6
346
7
2022-01-15 15:21:39.097737
Poor
Yes
Monthly
House
1,188
1,183,555
42
Female
2,468
Married
3
Bachelor's
Self-Employed
null
Suburban
Premium
1
15
710
6
2021-12-23 15:21:39.261856
Poor
Yes
Rarely
Condo
955
1,183,556
49
Female
16,063
Married
4
Master's
null
14.68756
Urban
Basic
0
19
839
9
2020-06-24 15:21:39.134960
Good
No
Monthly
House
983
1,183,557
21
Male
23,593
Divorced
4
Bachelor's
null
17.283317
Suburban
Premium
null
15
834
5
2023-06-29 15:21:39.237118
Average
No
Weekly
Condo
1,611
1,183,558
32
Male
4,499
Single
1
Master's
Self-Employed
22.918768
Suburban
Comprehensive
0
17
565
3
2020-09-19 15:21:39.170099
Good
Yes
Rarely
House
22
1,183,559
39
Female
18,453
Married
0
Master's
null
35.983329
Urban
Comprehensive
null
7
448
6
2020-06-12 15:21:39.278402
Poor
Yes
Monthly
Apartment
821
1,183,560
36
Male
43,842
Married
1
PhD
Unemployed
32.503542
Urban
Premium
null
16
511
3
2023-06-02 15:21:39.132191
Poor
Yes
Rarely
House
684
1,183,561
60
Male
12,191
Single
null
Bachelor's
Employed
9.053396
Rural
Comprehensive
1
1
null
1
2021-01-13 15:21:39.204790
Average
No
Weekly
House
1,995
1,183,562
36
Female
7,861
Divorced
1
High School
Unemployed
28.263765
Suburban
Comprehensive
null
12
633
1
2023-09-22 15:21:39.245086
Poor
No
Rarely
Condo
3,611
1,183,563
48
Male
5,854
Divorced
4
Bachelor's
Unemployed
41.828235
Suburban
Premium
1
5
832
2
2021-10-25 15:21:39.134960
Poor
Yes
Daily
House
150
1,183,564
43
Male
20,894
Married
null
Bachelor's
null
30.127847
Urban
Comprehensive
1
0
782
8
2021-09-26 15:21:39.278402
Poor
No
Rarely
Condo
1,348
1,183,565
49
Male
15,123
Married
1
Bachelor's
Employed
null
Rural
Basic
0
0
515
6
2021-08-27 15:21:39.211806
Average
Yes
Weekly
House
2,563
1,183,566
25
Male
100,531
Single
4
Bachelor's
Self-Employed
29.914032
Urban
Premium
0
14
393
3
2021-05-06 15:21:39.274993
null
Yes
Daily
House
1,195
1,183,567
37
Male
29,095
Single
0
PhD
null
9.547835
Urban
Comprehensive
null
3
616
6
2019-09-23 15:21:39.226954
Poor
Yes
Weekly
Apartment
771
1,183,568
38
Female
9,079
Single
2
High School
Self-Employed
39.906927
Rural
Premium
0
19
534
4
2024-03-20 15:21:39.082499
Poor
No
Monthly
Condo
855
1,183,569
46
Female
21,174
Single
4
High School
null
30.052727
Rural
Premium
null
16
602
7
2021-04-26 15:21:39.168099
Good
Yes
Weekly
Condo
408
1,183,570
53
Male
63,721
Married
1
High School
Unemployed
14.283803
Suburban
Comprehensive
2
13
588
8
2019-09-21 15:21:39.124659
Average
No
Daily
Condo
135
1,183,571
26
Male
43,850
Single
4
PhD
Employed
13.958249
Suburban
Premium
null
13
712
1
2024-04-07 15:21:39.174719
Average
No
Daily
Apartment
1,069
1,183,572
23
Male
18,641
Divorced
2
Master's
Unemployed
15.774739
Rural
Premium
null
16
572
2
2020-07-12 15:21:39.095696
Average
No
Rarely
Apartment
856
1,183,573
32
Male
15,456
Divorced
4
Bachelor's
Employed
3.073738
Rural
Premium
1
15
533
9
2021-02-22 15:21:39.237118
Good
Yes
Weekly
Condo
964
1,183,574
55
Female
4,777
Single
3
Master's
Employed
44.397865
Urban
Premium
2
11
489
8
2022-01-20 15:21:39.290098
Poor
No
Daily
Condo
706
1,183,575
20
Male
30,490
Single
0
Master's
Employed
28.824242
Rural
Premium
null
13
725
2
2021-05-31 15:21:39.188220
Good
No
Daily
House
823
1,183,576
50
Male
35,644
Single
2
Bachelor's
Unemployed
33.012436
Suburban
Basic
1
10
832
8
2021-04-10 15:21:39.171102
Good
Yes
Rarely
Condo
884
1,183,577
53
Male
3,420
Single
3
Master's
Self-Employed
20.476664
Urban
Premium
2
2
664
8
2023-05-17 15:21:39.155231
Good
Yes
Weekly
Condo
823
1,183,578
40
Female
20,676
Divorced
2
PhD
Self-Employed
28.705625
Rural
Comprehensive
null
18
464
6
2021-02-18 15:21:39.237118
Poor
No
Monthly
Condo
523
1,183,579
27
Male
4,935
Married
null
Bachelor's
Self-Employed
35.590079
Rural
Basic
2
5
483
8
2023-09-03 15:21:39.084065
Good
No
Weekly
Apartment
930
1,183,580
30
Male
72,682
Divorced
2
High School
Employed
17.847321
Suburban
Comprehensive
0
10
463
6
2021-04-07 15:21:39.134960
Poor
Yes
Weekly
Condo
189
1,183,581
23
Female
null
Married
4
PhD
Unemployed
25.803345
Urban
Comprehensive
1
12
369
1
2020-12-15 15:21:39.134960
Good
Yes
Daily
House
1,245
1,183,582
58
Female
26,577
Married
3
High School
Self-Employed
48.442756
Urban
Basic
0
14
408
3
2022-06-26 15:21:39.224915
Poor
No
Weekly
Apartment
476
1,183,583
56
Male
511
Married
0
High School
Unemployed
21.796413
Suburban
Comprehensive
2
13
504
7
2022-09-19 15:21:39.237118
Average
No
Daily
House
554
1,183,584
33
Female
11,667
Married
2
Bachelor's
Unemployed
4.717729
Rural
Premium
2
2
809
4
2021-07-22 15:21:39.134960
null
Yes
Daily
Condo
590
1,183,585
26
Female
3,418
Divorced
null
Bachelor's
Self-Employed
14.715922
Urban
Basic
3
3
648
3
2020-04-09 15:21:39.252145
Good
No
Weekly
Apartment
2,788
1,183,586
18
Female
43,003
Divorced
0
Bachelor's
Employed
51.826241
Urban
Basic
2
14
643
2
2020-02-07 15:21:39.225916
Good
No
Rarely
House
979
1,183,587
21
Male
2,833
Divorced
4
PhD
null
50.555748
Suburban
Basic
1
5
583
6
2024-04-18 15:21:39.087123
null
No
Daily
Condo
2,146
1,183,588
64
Female
137,814
Single
2
PhD
Unemployed
11.01022
Urban
Comprehensive
null
14
482
9
2022-05-12 15:21:39.256696
Good
Yes
Monthly
Condo
2,526
1,183,589
28
Female
null
Married
null
Master's
null
35.908731
Rural
Premium
0
9
431
3
2023-03-18 15:21:39.100695
Good
No
Weekly
House
798
1,183,590
32
Male
42,803
Married
4
Bachelor's
null
36.85746
Suburban
Comprehensive
null
15
573
3
2023-10-07 15:21:39.098696
Good
No
Weekly
Condo
315
1,183,591
54
Male
23,296
Divorced
4
Bachelor's
Self-Employed
38.933502
Suburban
Basic
1
7
586
2
2024-02-14 15:21:39.253660
Average
Yes
Daily
House
178
1,183,592
37
Male
144,466
Married
0
Bachelor's
Employed
null
Urban
Comprehensive
0
1
781
7
2021-06-20 15:21:39.280784
Good
Yes
Weekly
Apartment
2,950
1,183,593
37
Male
1,642
Married
2
Master's
Unemployed
null
Urban
Comprehensive
1
18
810
2
2022-05-14 15:21:39.167099
Poor
No
Weekly
House
519
1,183,594
51
Male
43,713
Married
3
PhD
Employed
31.822794
Rural
Basic
3
14
743
9
2024-02-26 15:21:39.263607
Average
Yes
Weekly
Apartment
1,411
1,183,595
41
Female
72,902
Divorced
4
Bachelor's
Self-Employed
20.410741
Suburban
Premium
3
19
595
1
2021-09-30 15:21:39.283783
Average
Yes
Rarely
Apartment
2,437
1,183,596
29
Male
5,825
Single
3
PhD
Unemployed
13.267829
Rural
Comprehensive
null
4
654
2
2021-02-16 15:21:39.134960
Poor
No
Monthly
House
495
1,183,597
59
Male
28,755
Married
4
Master's
Unemployed
27.014316
Rural
Premium
0
2
505
4
2024-02-10 15:21:39.134960
Good
Yes
Rarely
Apartment
209
1,183,598
58
Female
6,173
Single
4
PhD
null
36.569094
Urban
Basic
3
14
673
1
2021-04-08 15:21:39.134960
Average
No
Daily
Condo
1,677
1,183,599
29
Male
124,477
Divorced
2
Bachelor's
Unemployed
37.898674
Suburban
Premium
1
5
472
9
2020-06-07 15:21:39.108562
Average
Yes
Weekly
Apartment
1,878