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
1,180,500
49
Male
109,979
Married
2
PhD
Self-Employed
39.071459
Rural
Basic
null
12
797
2
2024-06-11 15:21:39.237118
Average
No
Monthly
House
122
1,180,501
21
Female
12,537
Married
null
PhD
Employed
49.908426
Suburban
Comprehensive
1
15
null
8
2022-02-06 15:21:39.144722
null
No
Daily
Condo
566
1,180,502
41
Female
36,560
Single
3
Bachelor's
Self-Employed
3.506464
Suburban
Basic
1
8
728
3
2021-01-28 15:21:39.245086
Good
Yes
Daily
Condo
93
1,180,503
34
Male
36,568
Married
3
Bachelor's
Employed
15.912647
Suburban
Comprehensive
0
5
537
1
2020-01-14 15:21:39.244069
Good
No
Rarely
Condo
48
1,180,504
33
Male
63,512
Married
4
High School
Unemployed
25.307215
Rural
Premium
2
3
821
7
2022-08-08 15:21:39.080440
Average
No
Daily
Apartment
1,881
1,180,505
54
Female
13,583
Divorced
4
PhD
null
14.395468
Urban
Comprehensive
null
12
545
1
2021-04-10 15:21:39.206847
Poor
No
Rarely
House
816
1,180,506
22
Female
4,862
Married
2
High School
Unemployed
18.402429
Urban
Premium
null
9
392
9
2020-05-15 15:21:39.086123
Good
Yes
Monthly
Condo
669
1,180,507
53
Male
17,131
Divorced
2
High School
Employed
23.95977
Suburban
Premium
1
11
462
9
2020-03-17 15:21:39.289099
null
No
Daily
House
1,553
1,180,508
30
Female
37,692
Married
4
Bachelor's
null
4.038737
Urban
Basic
null
13
639
3
2022-07-16 15:21:39.155231
Poor
No
Daily
Apartment
1,004
1,180,509
22
Male
12,324
Single
3
Bachelor's
null
20.837904
Suburban
Basic
0
13
460
3
2023-01-02 15:21:39.176717
Good
Yes
Rarely
House
608
1,180,510
51
Male
94,563
Divorced
null
Master's
null
12.936962
Suburban
Premium
0
2
349
5
2020-03-26 15:21:39.176717
Poor
Yes
Rarely
House
1,709
1,180,511
29
Female
61,389
Married
1
Master's
Self-Employed
null
Suburban
Basic
null
13
488
8
2023-10-29 15:21:39.147735
Average
Yes
Monthly
Apartment
1,030
1,180,512
57
Male
29,192
Divorced
0
High School
Employed
30.45589
Urban
Comprehensive
1
2
440
5
2023-03-26 15:21:39.167099
Good
Yes
Weekly
Apartment
762
1,180,513
21
Female
67,742
Married
0
High School
Employed
35.89514
Suburban
Basic
0
17
319
5
2021-01-16 15:21:39.282785
Average
Yes
Monthly
Apartment
919
1,180,514
59
Male
20,742
Single
3
High School
null
44.717946
Rural
Basic
0
4
698
7
2020-09-11 15:21:39.266452
Good
No
Weekly
Condo
961
1,180,515
47
Male
42,602
Married
1
Bachelor's
null
16.839863
Suburban
Comprehensive
4
6
695
4
2024-01-08 15:21:39.087123
Average
Yes
Rarely
House
111
1,180,516
53
Female
11,995
Married
2
Master's
null
36.793218
Urban
Comprehensive
1
6
742
8
2024-07-12 15:21:39.224915
Good
No
Daily
Apartment
431
1,180,517
29
Male
20
Married
0
Bachelor's
Unemployed
null
Suburban
Premium
2
7
null
7
2022-07-17 15:21:39.155231
Average
Yes
Weekly
Condo
996
1,180,518
30
Female
20,231
Single
0
High School
null
7.09369
Rural
Comprehensive
null
15
623
1
2023-12-02 15:21:39.204790
Good
No
Monthly
Apartment
4,020
1,180,519
35
Male
20,243
Married
3
Bachelor's
Self-Employed
13.092088
Suburban
Basic
null
7
690
9
2020-06-19 15:21:39.232526
Good
No
Daily
Apartment
1,340
1,180,520
46
Male
9,051
Divorced
1
Master's
null
45.004638
Suburban
Premium
1
0
590
7
2019-10-22 15:21:39.120168
null
Yes
Daily
Apartment
4,043
1,180,521
41
Male
null
Married
3
PhD
Employed
10.143906
Rural
Basic
null
18
364
6
2024-07-23 15:21:39.094752
Poor
Yes
Weekly
Apartment
1,184
1,180,522
45
Male
5,545
Divorced
1
Master's
null
26.672443
Suburban
Comprehensive
0
6
595
6
2020-02-26 15:21:39.256696
Good
No
Daily
House
1,133
1,180,523
52
Female
28,198
Single
null
Bachelor's
Employed
13.939863
Suburban
Premium
null
6
null
4
2019-09-29 15:21:39.237118
Average
Yes
Monthly
Condo
1,219
1,180,524
57
Male
31,023
Single
1
Bachelor's
null
16.425635
Rural
Comprehensive
0
3
698
5
2020-09-23 15:21:39.237118
Average
No
Rarely
House
1,091
1,180,525
26
Female
1,789
Divorced
1
High School
Unemployed
37.857318
Suburban
Premium
0
10
302
3
2019-11-13 15:21:39.247098
Average
Yes
Daily
Apartment
591
1,180,526
58
Female
5,522
null
4
Bachelor's
null
18.664123
Urban
Basic
0
3
790
6
2020-02-08 15:21:39.237118
Poor
No
Monthly
Condo
2,637
1,180,527
57
Male
23,991
Married
3
PhD
Employed
32.776406
Rural
Premium
0
10
764
8
2019-08-23 15:21:39.245086
Poor
No
Rarely
Condo
2,371
1,180,528
23
Female
30,274
Single
4
Master's
null
13.26781
Rural
Comprehensive
0
19
799
7
2021-09-09 15:21:39.113566
Poor
No
Rarely
Condo
869
1,180,529
29
Female
36,617
Divorced
0
High School
null
24.453712
Rural
Comprehensive
4
17
653
7
2024-05-28 15:21:39.223901
Good
Yes
Rarely
House
539
1,180,530
60
Male
35,452
Married
null
Bachelor's
null
6.288918
Urban
Basic
null
7
727
6
2022-10-28 15:21:39.290098
Poor
No
Weekly
House
2,729
1,180,531
29
Male
34,403
Married
1
PhD
null
32.598576
Suburban
Basic
1
3
751
7
2020-12-21 15:21:39.107553
Average
No
Rarely
House
2,566
1,180,532
25
Female
56,526
Divorced
0
Bachelor's
Unemployed
19.491557
Urban
Comprehensive
1
17
456
2
2024-03-27 15:21:39.155231
Good
Yes
Weekly
Apartment
1,210
1,180,533
60
Male
2,457
Divorced
0
High School
Employed
14.67654
Urban
Premium
0
13
468
2
2022-03-09 15:21:39.155231
Poor
No
Daily
House
877
1,180,534
36
Female
null
Divorced
4
PhD
Unemployed
17.954041
Suburban
Basic
1
19
411
3
2021-01-23 15:21:39.098696
Poor
No
Rarely
Apartment
168
1,180,535
null
Male
58,218
Married
null
Bachelor's
null
2.356418
Rural
Comprehensive
0
11
676
3
2021-04-19 15:21:39.204790
Average
No
Rarely
House
1,581
1,180,536
20
Male
96,895
Divorced
1
PhD
Self-Employed
36.9232
Urban
Comprehensive
2
10
658
5
2024-05-03 15:21:39.145732
Average
No
Daily
Condo
100
1,180,537
37
Male
26,883
Divorced
1
High School
Self-Employed
24.835532
Suburban
Basic
null
12
692
1
2021-12-29 15:21:39.171102
Good
No
Monthly
Condo
459
1,180,538
34
Male
17,155
Divorced
2
Bachelor's
null
34.317939
Urban
Comprehensive
null
18
583
6
2024-06-20 15:21:39.097737
Poor
Yes
Monthly
Apartment
1,449
1,180,539
59
Female
1,820
Married
1
PhD
null
14.638429
Urban
Basic
1
6
602
8
2020-09-21 15:21:39.134960
Good
No
Monthly
Condo
28
1,180,540
58
Male
142,692
Single
0
High School
Self-Employed
11.097334
Urban
Comprehensive
null
8
397
8
2020-03-05 15:21:39.220389
Average
Yes
Daily
House
2,105
1,180,541
46
Female
21,707
Single
3
PhD
Unemployed
28.828157
Urban
Comprehensive
1
14
null
3
2021-08-31 15:21:39.086123
Average
Yes
Weekly
Apartment
1,266
1,180,542
56
Male
24,761
Divorced
1
High School
null
30.98127
Urban
Basic
2
14
null
5
2021-04-15 15:21:39.186212
Good
Yes
Daily
Condo
1,821
1,180,543
48
Male
37,149
Single
0
PhD
Unemployed
28.878671
Rural
Basic
0
15
442
6
2020-12-25 15:21:39.155231
null
No
Daily
Apartment
1,557
1,180,544
47
Male
14,953
Married
4
Master's
Unemployed
17.816001
Urban
Premium
3
14
800
8
2024-06-27 15:21:39.151732
Good
No
Weekly
Condo
1,032
1,180,545
35
Female
688
Divorced
null
Master's
Unemployed
17.098826
Suburban
Basic
0
10
452
4
2022-11-13 15:21:39.256696
null
No
Monthly
House
1,059
1,180,546
45
Female
28,810
Single
0
Master's
Self-Employed
25.304445
Suburban
Comprehensive
null
4
null
5
2024-03-26 15:21:39.259788
Good
No
Monthly
House
731
1,180,547
29
Male
71,031
Divorced
0
High School
null
19.426214
Suburban
Basic
2
18
333
2
2023-08-13 15:21:39.187211
Average
Yes
Monthly
House
39
1,180,548
34
Female
2,870
Single
2
Master's
Unemployed
9.332639
Suburban
Comprehensive
0
9
396
2
2021-06-27 15:21:39.191219
Good
Yes
Daily
House
765
1,180,549
56
Male
23,757
Divorced
1
PhD
Self-Employed
27.88116
Rural
Premium
null
18
485
7
2022-08-10 15:21:39.219432
Poor
No
Weekly
House
1,568
1,180,550
44
Male
131,359
Single
null
PhD
Self-Employed
4.355856
Suburban
Comprehensive
0
19
555
2
2024-05-11 15:21:39.237118
null
No
Monthly
House
3,384
1,180,551
32
Female
61,316
Single
2
High School
Unemployed
45.759854
Rural
Basic
1
4
646
4
2023-08-21 15:21:39.202448
Good
Yes
Monthly
Apartment
4,082
1,180,552
21
Female
78,704
Married
3
Master's
Unemployed
23.486814
Suburban
Premium
null
2
307
9
2022-06-06 15:21:39.233998
Poor
Yes
Weekly
House
102
1,180,553
35
Female
1,408
null
null
High School
Employed
29.065169
Suburban
Basic
0
10
353
6
2024-03-13 15:21:39.118178
Good
Yes
Weekly
House
577
1,180,554
29
Male
74,841
Married
3
Bachelor's
null
44.920956
Rural
Comprehensive
1
7
448
6
2020-09-14 15:21:39.252145
Poor
No
Daily
Condo
590
1,180,555
26
Male
119,927
Divorced
4
Bachelor's
Unemployed
6.934194
Rural
Premium
0
8
null
9
2019-08-23 15:21:39.180553
Average
No
Monthly
Condo
2,386
1,180,556
57
Female
18,391
Single
0
High School
Employed
12.752244
Suburban
Premium
null
8
328
6
2023-03-01 15:21:39.236064
Poor
No
Rarely
Condo
37
1,180,557
19
Male
48,266
Single
4
High School
Self-Employed
23.040746
Suburban
Comprehensive
1
15
361
8
2019-09-08 15:21:39.261856
Poor
Yes
Weekly
Apartment
1,058
1,180,558
52
Male
10,456
Divorced
null
Bachelor's
null
5.865116
Urban
Premium
null
4
472
7
2022-08-19 15:21:39.237118
Good
No
Daily
House
1,338
1,180,559
46
Male
35,178
Single
3
High School
null
31.919112
Suburban
Comprehensive
1
14
703
7
2021-11-22 15:21:39.237118
Good
Yes
Monthly
Apartment
3,140
1,180,560
37
Male
3,518
Single
4
High School
Unemployed
30.717486
Urban
Basic
2
4
845
5
2023-06-13 15:21:39.134960
Average
No
Rarely
Condo
2,589
1,180,561
37
Female
745
Single
0
Bachelor's
Unemployed
50.848498
Urban
Basic
null
16
null
1
2023-12-16 15:21:39.155231
Average
Yes
Rarely
Condo
715
1,180,562
58
Female
62,439
Divorced
null
High School
Self-Employed
11.913955
Urban
Basic
null
11
434
5
2021-10-03 15:21:39.097737
Good
Yes
Rarely
Apartment
843
1,180,563
30
Female
null
Single
0
PhD
null
14.982235
Urban
Basic
null
18
765
4
2020-12-01 15:21:39.205850
Good
No
Weekly
House
91
1,180,564
21
Female
106,300
Single
1
High School
null
42.896809
Suburban
Comprehensive
null
19
846
7
2019-10-17 15:21:39.172097
Poor
No
Daily
House
3,311
1,180,565
32
Male
2,551
Divorced
3
Master's
Employed
25.141146
Urban
Basic
null
5
646
9
2022-09-18 15:21:39.281787
Good
No
Daily
House
2,350
1,180,566
63
Male
null
Single
0
PhD
Employed
14.688004
Rural
Basic
1
9
449
5
2024-07-06 15:21:39.210805
Good
Yes
Monthly
Apartment
3,531
1,180,567
48
Male
15,346
Divorced
2
Master's
null
19.569669
Suburban
Premium
2
5
671
8
2023-08-29 15:21:39.254678
Poor
Yes
Weekly
Condo
583
1,180,568
58
Male
588
Single
0
Master's
Self-Employed
8.454049
Suburban
Basic
null
17
578
1
2019-09-10 15:21:39.265513
Good
Yes
Daily
Condo
1,310
1,180,569
48
Female
43,858
Divorced
2
High School
Self-Employed
43.651351
Urban
Premium
1
15
821
1
2022-07-11 15:21:39.093681
Good
Yes
Monthly
House
32
1,180,570
47
Male
12,056
Divorced
3
Master's
Self-Employed
51.053321
Rural
Comprehensive
1
16
null
5
2023-04-17 15:21:39.257696
Average
No
Rarely
House
1,629
1,180,571
56
Male
18,380
Divorced
null
PhD
Employed
37.261606
Rural
Comprehensive
1
16
593
2
2024-01-12 15:21:39.086123
Average
Yes
Rarely
Apartment
100
1,180,572
39
Male
62,413
Divorced
4
Master's
Employed
12.457078
Urban
Premium
0
16
502
2
2021-01-09 15:21:39.155231
Average
Yes
Weekly
Apartment
2,915
1,180,573
57
Female
25,135
Divorced
2
PhD
Unemployed
27.093613
Rural
Comprehensive
1
3
672
7
2022-04-09 15:21:39.154008
Poor
No
Rarely
House
2,590
1,180,574
60
Male
102,993
Single
2
PhD
Unemployed
17.034937
Suburban
Basic
1
16
479
5
2022-12-09 15:21:39.196387
null
No
Weekly
Apartment
2,146
1,180,575
56
Female
44,941
Single
1
Bachelor's
Unemployed
50.837294
Urban
Premium
1
5
424
9
2023-10-16 15:21:39.248098
Average
No
Monthly
House
1,318
1,180,576
45
Female
41,799
Married
1
Bachelor's
Self-Employed
52.018821
Suburban
Premium
null
2
794
7
2024-07-09 15:21:39.281787
Average
No
Weekly
House
1,624
1,180,577
25
Female
9,838
Single
4
PhD
Unemployed
47.59141
Rural
Comprehensive
null
11
null
7
2020-02-08 15:21:39.155231
Good
No
Daily
Apartment
1,431
1,180,578
61
Male
10,094
Married
1
High School
null
29.15379
Suburban
Basic
1
11
482
1
2019-11-02 15:21:39.176717
Poor
Yes
Monthly
Condo
1,728
1,180,579
36
Female
3,416
Married
2
PhD
Employed
14.927956
Urban
Comprehensive
1
4
null
8
2021-10-05 15:21:39.176717
null
Yes
Rarely
Condo
1,029
1,180,580
22
Female
18,069
Divorced
1
High School
Unemployed
39.263641
Urban
Comprehensive
0
14
815
7
2022-10-13 15:21:39.228521
Average
Yes
Rarely
House
2,108
1,180,581
59
Female
6,891
Divorced
4
High School
null
12.991517
Suburban
Basic
null
4
522
1
2021-07-27 15:21:39.226954
Good
Yes
Weekly
House
1,166
1,180,582
19
Male
10,143
Married
0
Master's
Employed
13.722747
Rural
Basic
1
6
734
2
2023-02-20 15:21:39.155231
Poor
Yes
Monthly
Condo
766
1,180,583
48
Female
18,043
Single
3
Bachelor's
null
38.764711
Urban
Basic
1
6
509
5
2022-08-25 15:21:39.155231
Good
Yes
Weekly
Condo
193
1,180,584
46
Female
3,423
Married
null
PhD
Self-Employed
43.964784
Suburban
Premium
2
14
530
1
2022-02-05 15:21:39.274993
Average
No
Daily
House
116
1,180,585
47
Male
5,737
Single
3
Bachelor's
null
26.638443
Suburban
Basic
2
17
573
9
2023-06-13 15:21:39.255696
Good
No
Daily
Apartment
3,363
1,180,586
20
Female
30,543
Single
1
PhD
null
17.12587
Rural
Basic
null
7
378
7
2021-07-21 15:21:39.186212
Poor
No
Rarely
House
724
1,180,587
63
Male
25,249
Married
2
Bachelor's
Self-Employed
30.955495
Urban
Premium
null
1
744
2
2023-04-23 15:21:39.102694
Good
Yes
Weekly
Condo
1,450
1,180,588
63
Female
16,894
Single
0
Bachelor's
null
46.142548
Urban
Basic
1
19
687
4
2022-08-15 15:21:39.155231
Average
Yes
Weekly
Condo
1,812
1,180,589
47
Male
18,069
Single
3
Master's
null
33.959351
Suburban
Comprehensive
null
3
638
6
2021-07-05 15:21:39.081504
Poor
No
Weekly
House
2,362
1,180,590
63
Male
27,861
Divorced
4
Bachelor's
Employed
9.904252
Rural
Comprehensive
0
2
613
9
2020-10-30 15:21:39.095696
Average
No
Daily
House
34
1,180,591
26
Male
44,969
Married
4
High School
Self-Employed
5.772359
Suburban
Basic
0
15
751
2
2021-12-03 15:21:39.261856
null
No
Daily
Condo
928
1,180,592
null
Female
26,863
Married
3
High School
Self-Employed
26.182689
Rural
Premium
null
11
561
7
2021-05-16 15:21:39.134960
Poor
No
Weekly
Apartment
1,073
1,180,593
64
Female
39,097
Single
2
High School
null
38.876555
Suburban
Comprehensive
null
7
627
5
2020-01-24 15:21:39.155231
Poor
No
Daily
Apartment
827
1,180,594
59
Female
11,879
Married
0
Master's
Self-Employed
32.72458
Rural
Basic
0
1
752
5
2024-02-04 15:21:39.288099
Poor
No
Monthly
Apartment
250
1,180,595
44
Male
null
Married
1
PhD
Unemployed
13.957146
Suburban
Premium
2
18
677
1
2024-04-03 15:21:39.249100
Average
Yes
Weekly
Apartment
39
1,180,596
24
Female
889
Married
0
Master's
null
null
Urban
Comprehensive
null
19
null
1
2022-11-14 15:21:39.245086
Average
No
Monthly
Apartment
1,574
1,180,597
25
Female
28,791
Married
2
PhD
Employed
8.62558
Rural
Comprehensive
1
12
632
8
2021-01-12 15:21:39.134960
Poor
Yes
Rarely
Condo
2,415
1,180,598
40
Female
22,073
Married
2
PhD
Self-Employed
16.957218
Urban
Premium
0
14
617
8
2023-10-06 15:21:39.226954
Good
No
Monthly
Condo
1,021
1,180,599
34
Female
62,434
Married
0
High School
Employed
null
Suburban
Comprehensive
null
18
null
8
2023-03-26 15:21:39.279729
Good
No
Weekly
Condo
3,299