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
7,500
45
Male
18,139
Married
4
Master's
Self-Employed
45.349628
Rural
Comprehensive
0
4
605
8
2021-08-22 15:21:39.123711
Poor
Yes
Rarely
Condo
1,773
7,501
35
Male
27,463
Divorced
2
High School
Unemployed
11.756785
Suburban
Premium
2
9
829
5
2023-07-17 15:21:39.187211
Average
Yes
Rarely
Condo
4,827
7,502
26
Female
29,767
Married
null
Bachelor's
null
8.913305
Suburban
Basic
1
11
582
9
2022-06-18 15:21:39.092127
Good
Yes
Daily
House
209
7,503
44
Female
null
Divorced
1
High School
Unemployed
null
Suburban
Premium
2
4
846
1
2019-10-08 15:21:39.155231
Poor
No
Daily
Condo
647
7,504
39
Female
105,728
Single
3
Master's
Unemployed
49.25159
Suburban
Comprehensive
0
7
439
6
2022-06-19 15:21:39.155231
Good
Yes
Daily
Condo
1,910
7,505
64
Female
102,744
Divorced
0
Bachelor's
Unemployed
6.291827
Rural
Basic
0
2
555
3
2022-08-14 15:21:39.134960
Poor
No
Daily
Apartment
115
7,506
24
Female
40,322
Single
3
Bachelor's
Employed
26.465717
Suburban
Premium
2
14
571
4
2023-07-17 15:21:39.155231
Average
Yes
Weekly
Condo
45
7,507
55
Male
38,509
Divorced
4
High School
Employed
8.384419
Rural
Basic
0
12
495
8
2024-03-01 15:21:39.261856
Good
No
Weekly
House
456
7,508
30
Male
1,344
Divorced
3
Master's
null
43.734753
Rural
Comprehensive
null
16
469
2
2021-01-30 15:21:39.174719
Good
No
Daily
House
1,005
7,509
54
Male
14,081
Single
4
Bachelor's
null
22.810099
Suburban
Premium
0
3
677
5
2021-02-19 15:21:39.155231
Good
No
Weekly
House
1,733
7,510
35
Female
121,837
Divorced
3
High School
Unemployed
11.562796
Urban
Basic
null
9
437
5
2023-10-22 15:21:39.180553
Poor
No
Monthly
House
454
7,511
48
Female
3,969
Married
1
High School
Employed
null
Rural
Comprehensive
1
15
593
2
2021-05-09 15:21:39.155231
Poor
Yes
Rarely
Condo
1,161
7,512
42
Female
18,087
Divorced
3
Master's
null
42.998943
Suburban
Premium
1
13
640
3
2020-01-07 15:21:39.134960
Average
Yes
Weekly
Apartment
1,808
7,513
64
Female
2,088
Divorced
4
Master's
Employed
14.154717
Rural
Premium
1
4
310
6
2023-05-31 15:21:39.096739
Poor
Yes
Weekly
House
478
7,514
null
Male
68,780
Single
1
Master's
null
18.082847
Rural
Premium
2
12
null
5
2020-10-15 15:21:39.155231
null
Yes
Monthly
Apartment
757
7,515
48
Male
12,555
Single
2
PhD
Unemployed
32.744434
Rural
Basic
null
9
485
5
2024-06-10 15:21:39.244069
Average
Yes
Daily
Condo
551
7,516
39
Male
23,981
Single
2
High School
Employed
22.672289
Suburban
Basic
1
7
533
7
2022-12-23 15:21:39.190215
Poor
No
Weekly
Apartment
793
7,517
18
Male
67,868
Married
null
PhD
Self-Employed
21.859533
Rural
Premium
1
15
707
8
2022-02-15 15:21:39.151732
Poor
Yes
Monthly
House
127
7,518
null
Female
111,021
Married
0
Bachelor's
Unemployed
40.744275
Suburban
Premium
2
17
null
3
2024-02-04 15:21:39.198406
Average
No
Rarely
Apartment
2,120
7,519
46
Female
43,741
Divorced
0
PhD
Unemployed
null
Rural
Basic
1
1
765
6
2020-06-03 15:21:39.187211
Average
No
Daily
Condo
1,225
7,520
34
Male
36,459
Divorced
1
Bachelor's
null
7.355938
Suburban
Comprehensive
1
16
453
8
2020-02-28 15:21:39.105504
Poor
Yes
Weekly
Apartment
991
7,521
60
Male
35,222
Married
3
Bachelor's
Self-Employed
32.397203
Suburban
Comprehensive
1
9
436
7
2019-10-04 15:21:39.143708
Average
Yes
Weekly
Condo
822
7,522
19
Female
92,166
Married
0
Master's
Employed
31.592878
Rural
Basic
2
14
671
2
2022-01-27 15:21:39.188220
null
Yes
Daily
Condo
92
7,523
18
Male
130,178
Single
3
High School
null
28.362029
Rural
Premium
2
2
541
9
2021-04-05 15:21:39.168099
Poor
Yes
Monthly
Condo
38
7,524
38
Male
1,689
Single
0
PhD
null
25.18175
Suburban
Basic
null
9
null
5
2023-12-16 15:21:39.155231
Average
No
Monthly
Apartment
1,876
7,525
26
Male
15,315
Divorced
4
High School
Employed
16.366914
Suburban
Basic
0
11
832
7
2023-09-05 15:21:39.261856
Average
Yes
Rarely
Condo
2,575
7,526
18
Female
2,905
Married
1
Bachelor's
Unemployed
null
Suburban
Premium
0
7
804
9
2022-07-01 15:21:39.155231
Average
No
Rarely
House
596
7,527
25
Male
26,297
Divorced
2
High School
Self-Employed
23.05495
Urban
Premium
0
17
338
8
2022-03-25 15:21:39.287115
Average
No
Weekly
Condo
1,620
7,528
37
Female
37,000
Married
3
PhD
null
48.289038
Suburban
Premium
0
16
641
4
2021-07-29 15:21:39.233485
Average
Yes
Monthly
Apartment
494
7,529
22
Male
914
Married
3
High School
Employed
27.865331
Rural
Basic
2
16
644
3
2020-04-13 15:21:39.211806
Poor
No
Daily
House
77
7,530
59
Female
90,732
Married
null
Master's
null
40.171692
Urban
Comprehensive
0
7
312
4
2023-09-04 15:21:39.214388
Average
No
Rarely
House
554
7,531
22
Female
35,454
Single
1
High School
Unemployed
20.092295
Urban
Basic
0
11
782
7
2020-01-04 15:21:39.093681
Average
Yes
Weekly
House
933
7,532
32
Male
91,851
Divorced
3
PhD
Self-Employed
18.051366
Rural
Comprehensive
null
13
449
3
2021-05-17 15:21:39.288099
Average
No
Weekly
House
537
7,533
51
Male
106,728
Single
0
High School
Self-Employed
29.622957
Suburban
Comprehensive
2
12
442
5
2022-12-12 15:21:39.149731
Poor
No
Rarely
House
1,593
7,534
29
Female
44,769
Single
1
Master's
Unemployed
32.798023
Urban
Basic
null
2
541
6
2023-03-13 15:21:39.155231
Poor
Yes
Monthly
Apartment
991
7,535
21
Male
43,729
Single
4
Master's
Employed
43.824056
Urban
Comprehensive
1
15
844
7
2020-06-22 15:21:39.155231
Average
Yes
Daily
Apartment
1,853
7,536
54
Female
1,644
Single
3
High School
Unemployed
27.634178
Suburban
Comprehensive
0
9
391
2
2022-06-14 15:21:39.147735
Good
Yes
Monthly
Condo
513
7,537
33
Female
23,457
Married
1
PhD
null
42.62291
Urban
Comprehensive
null
5
758
5
2020-07-05 15:21:39.155231
Average
Yes
Weekly
Apartment
1,619
7,538
44
Male
null
Single
0
Master's
Unemployed
25.59785
Suburban
Basic
null
1
438
1
2019-12-19 15:21:39.213373
Average
Yes
Daily
Apartment
1,147
7,539
18
Male
17,406
Married
null
PhD
null
28.511711
Rural
Premium
null
3
537
9
2022-08-01 15:21:39.098696
Good
Yes
Monthly
Condo
742
7,540
22
Male
43,430
Divorced
1
Bachelor's
Employed
28.89034
Suburban
Premium
0
0
null
1
2020-04-03 15:21:39.224915
Average
Yes
Weekly
Apartment
2,497
7,541
32
Male
1,823
Divorced
3
PhD
Employed
21.908602
Rural
Premium
2
17
null
1
2020-12-23 15:21:39.093681
Average
No
Daily
Apartment
2,975
7,542
47
Female
2,414
Married
1
Bachelor's
Self-Employed
null
Rural
Basic
0
15
782
9
2023-08-04 15:21:39.134960
Poor
No
Rarely
House
855
7,543
37
Female
1,583
Married
4
Master's
null
30.252902
Suburban
Premium
1
14
757
9
2021-01-17 15:21:39.224915
Average
Yes
Rarely
House
2,316
7,544
54
Female
null
Married
4
High School
Unemployed
34.868185
Suburban
Basic
2
10
328
9
2019-12-03 15:21:39.155231
Good
No
Weekly
House
1,365
7,545
35
Female
26,697
Married
4
Bachelor's
Unemployed
48.621505
Rural
Comprehensive
null
10
381
9
2023-06-24 15:21:39.097737
Average
No
Daily
Condo
29
7,546
55
Male
131,557
Married
4
Master's
Employed
13.157078
Urban
Basic
0
9
441
2
2021-07-12 15:21:39.190215
null
No
Monthly
Condo
1,709
7,547
42
Female
46,110
Divorced
2
Master's
Unemployed
37.082666
Suburban
Premium
1
18
847
4
2020-09-12 15:21:39.172097
Good
No
Rarely
Condo
648
7,548
28
Male
7,030
Single
4
High School
Employed
9.245549
Suburban
Comprehensive
2
12
517
1
2024-08-02 15:21:39.144722
Good
No
Daily
House
1,867
7,549
37
Male
8,114
Divorced
4
PhD
Self-Employed
32.895417
Urban
Comprehensive
null
8
646
9
2021-12-27 15:21:39.244069
Good
Yes
Monthly
Apartment
874
7,550
49
Female
7,063
Divorced
0
Bachelor's
null
12.161929
Urban
Comprehensive
0
2
496
5
2019-11-17 15:21:39.266452
Good
Yes
Daily
Condo
539
7,551
60
Female
null
Single
4
Master's
Employed
37.53968
Suburban
Comprehensive
0
1
null
4
2020-10-01 15:21:39.172097
Poor
No
Monthly
Condo
171
7,552
59
Male
2,560
Married
4
Master's
null
29.394932
Suburban
Comprehensive
0
17
706
3
2022-09-17 15:21:39.134960
Average
No
Rarely
Apartment
391
7,553
28
Female
30,714
Single
1
PhD
Self-Employed
16.743146
Suburban
Comprehensive
1
18
null
1
2020-02-19 15:21:39.093681
Average
No
Rarely
House
98
7,554
56
Male
1,293
Divorced
0
PhD
null
8.351805
Rural
Comprehensive
null
11
479
1
2024-01-25 15:21:39.192212
Good
Yes
Daily
House
1,764
7,555
57
Female
15,376
Single
1
Bachelor's
null
15.310069
Suburban
Basic
null
14
505
1
2021-06-26 15:21:39.228521
Poor
No
Monthly
Apartment
285
7,556
52
Female
14,053
Married
1
PhD
Employed
18.338634
Urban
Basic
0
7
613
7
2021-04-16 15:21:39.192212
Average
Yes
Weekly
Condo
1,854
7,557
28
Male
5,876
Married
0
Bachelor's
Self-Employed
33.079398
Urban
Premium
5
17
495
4
2022-10-08 15:21:39.246098
Good
No
Daily
Apartment
462
7,558
19
Male
104,603
Married
null
Master's
Self-Employed
12.288912
Rural
Premium
2
19
761
4
2021-09-09 15:21:39.096739
Average
Yes
Monthly
Apartment
225
7,559
64
Male
35,844
Married
2
Bachelor's
Unemployed
28.185724
Suburban
Premium
0
13
364
2
2024-05-08 15:21:39.274993
Average
Yes
Rarely
Apartment
1,519
7,560
18
Male
6,424
Divorced
0
Bachelor's
Self-Employed
9.310039
Urban
Basic
1
17
null
2
2020-08-15 15:21:39.134819
Good
Yes
Monthly
Apartment
3,735
7,561
53
Female
54,517
Married
1
High School
Unemployed
31.534203
Suburban
Comprehensive
5
15
null
2
2021-06-27 15:21:39.155231
Poor
No
Weekly
House
3,830
7,562
46
Female
27,480
Married
2
Master's
Employed
21.129839
Rural
Premium
1
4
822
5
2024-06-16 15:21:39.085129
Good
Yes
Monthly
Apartment
1,124
7,563
33
Female
20,927
Divorced
1
PhD
Unemployed
5.693786
Urban
Comprehensive
null
4
528
4
2023-05-25 15:21:39.145732
Good
No
Weekly
Condo
233
7,564
54
Female
null
Married
0
Master's
Employed
33.908412
Rural
Comprehensive
2
16
632
2
2021-11-28 15:21:39.285112
Good
No
Rarely
Condo
309
7,565
32
Female
15,803
Single
3
PhD
Self-Employed
26.792145
Suburban
Premium
0
12
360
9
2022-05-04 15:21:39.090124
Good
Yes
Weekly
Apartment
3,752
7,566
21
Male
25,791
Single
1
Bachelor's
null
24.849295
Suburban
Basic
1
7
null
4
2022-12-12 15:21:39.193945
Average
No
Weekly
House
1,484
7,567
20
Male
1,046
Single
0
High School
null
12.497788
Rural
Premium
2
7
575
5
2021-12-13 15:21:39.146733
Poor
Yes
Monthly
House
860
7,568
60
Male
20,495
Single
2
Master's
Unemployed
37.933003
Rural
Premium
0
19
541
8
2023-01-25 15:21:39.155231
Poor
No
Rarely
Condo
492
7,569
37
Male
59,931
Married
0
Bachelor's
Self-Employed
21.945822
Rural
Premium
0
5
329
2
2019-11-22 15:21:39.276901
Good
Yes
Daily
Condo
560
7,570
20
Female
4,425
Single
null
Bachelor's
Unemployed
12.180175
Suburban
Premium
1
4
523
2
2023-01-03 15:21:39.253660
Average
No
Weekly
Condo
2,113
7,571
31
Female
2,698
Single
4
PhD
Employed
16.646899
Urban
Comprehensive
2
15
673
8
2022-03-19 15:21:39.265513
Poor
Yes
Daily
Condo
524
7,572
26
Female
4,071
Married
1
Bachelor's
Self-Employed
24.897823
Rural
Comprehensive
0
10
548
9
2021-11-25 15:21:39.123711
Poor
No
Rarely
Apartment
38
7,573
27
Male
106,926
Divorced
2
PhD
Unemployed
51.970961
Rural
Basic
null
9
783
3
2021-04-25 15:21:39.183598
Poor
No
Monthly
House
638
7,574
21
Male
1,320
Divorced
2
Master's
null
18.994849
Rural
Comprehensive
2
19
680
2
2022-08-02 15:21:39.102694
Poor
No
Rarely
Condo
607
7,575
28
Male
18,611
Divorced
null
Bachelor's
null
19.180093
Suburban
Comprehensive
null
17
492
6
2023-01-25 15:21:39.092127
Poor
No
Rarely
House
837
7,576
37
Female
23,593
Married
0
Bachelor's
null
27.693989
Suburban
Basic
0
5
null
5
2024-07-25 15:21:39.207847
Poor
No
Monthly
Apartment
806
7,577
36
Male
11,761
Single
4
PhD
null
6.913404
Suburban
Comprehensive
0
10
473
3
2023-12-04 15:21:39.155231
Average
No
Daily
Condo
602
7,578
64
Female
4,418
Single
null
PhD
null
4.752325
Suburban
Comprehensive
null
19
null
7
2022-09-21 15:21:39.144722
Average
No
Monthly
Condo
3,341
7,579
46
Male
14,579
Married
1
PhD
Unemployed
31.528745
Urban
Premium
0
9
313
2
2019-12-10 15:21:39.281787
Poor
Yes
Weekly
Apartment
1,010
7,580
35
Male
56,882
Married
4
Master's
null
23.008636
Rural
Comprehensive
1
4
484
7
2022-05-30 15:21:39.186212
Good
Yes
Monthly
House
2,320
7,581
41
Female
2,472
Single
null
High School
null
11.836233
Rural
Basic
null
6
445
5
2022-03-05 15:21:39.085129
Good
Yes
Rarely
Apartment
661
7,582
60
Male
7,072
Married
3
High School
Employed
43.227989
Rural
Basic
0
15
474
8
2024-03-10 15:21:39.214388
Average
No
Weekly
Apartment
1,908
7,583
60
Male
122,739
Married
2
Master's
Employed
20.374422
Suburban
Comprehensive
1
19
388
5
2023-05-05 15:21:39.134960
Poor
No
Weekly
Apartment
872
7,584
28
Male
55,907
Married
3
PhD
Employed
31.758641
Urban
Basic
0
7
343
2
2020-12-01 15:21:39.096739
Good
Yes
Weekly
House
1,155
7,585
30
Female
36,113
Single
2
High School
Unemployed
40.958809
Urban
Premium
null
2
633
8
2023-11-06 15:21:39.102694
Average
Yes
Rarely
Apartment
1,290
7,586
64
Male
41,423
Divorced
null
PhD
Employed
14.557627
Suburban
Comprehensive
null
4
694
4
2023-07-01 15:21:39.151732
Poor
No
Monthly
House
1,207
7,587
62
Male
18,037
Single
3
High School
Self-Employed
25.06481
Suburban
Premium
null
11
616
6
2021-11-23 15:21:39.134960
Average
Yes
Daily
Condo
856
7,588
28
Female
37,881
Single
1
Master's
Self-Employed
13.683335
Suburban
Basic
2
18
344
4
2021-08-19 15:21:39.224915
Poor
Yes
Monthly
Apartment
2,086
7,589
35
Male
3,913
Single
1
PhD
Employed
30.598131
Urban
Basic
2
7
829
2
2021-05-29 15:21:39.197445
Average
Yes
Rarely
House
830
7,590
40
Female
2,894
Divorced
1
Bachelor's
null
30.023317
Urban
Premium
1
16
691
8
2019-12-20 15:21:39.267454
Good
No
Monthly
Apartment
2,575
7,591
42
Female
11,590
Divorced
4
High School
null
22.539881
Urban
Comprehensive
null
11
494
7
2020-02-04 15:21:39.155231
Average
No
Monthly
Apartment
1,324
7,592
31
Male
30,174
Married
0
Master's
Unemployed
5.69891
Suburban
Basic
1
2
null
2
2021-01-29 15:21:39.134960
Good
No
Weekly
Apartment
712
7,593
63
Female
7,539
Divorced
null
Master's
Unemployed
49.611403
Rural
Premium
2
19
602
6
2024-05-23 15:21:39.257696
Poor
Yes
Rarely
Condo
1,777
7,594
47
Female
6,935
Divorced
null
High School
Self-Employed
29.385039
Urban
Comprehensive
0
18
388
8
2023-02-02 15:21:39.167099
Poor
Yes
Weekly
House
481
7,595
35
Male
5,224
Married
1
Bachelor's
Employed
43.27652
Suburban
Basic
0
5
744
8
2021-06-05 15:21:39.155231
Average
No
Daily
Condo
1,198
7,596
28
Male
8,062
Divorced
null
High School
Self-Employed
33.328737
Suburban
Comprehensive
0
10
755
8
2023-05-13 15:21:39.279729
Poor
Yes
Daily
Condo
1,643
7,597
57
Female
43,485
Single
2
PhD
Employed
14.912136
Urban
Premium
null
6
772
8
2022-01-03 15:21:39.205850
Average
No
Rarely
Condo
731
7,598
44
Female
7,892
Married
1
Bachelor's
Employed
33.938686
Suburban
Comprehensive
1
0
445
9
2024-01-23 15:21:39.211806
Average
Yes
Monthly
Apartment
1,232
7,599
null
Female
31,313
Divorced
3
Bachelor's
null
26.955478
Rural
Comprehensive
null
13
null
3
2022-12-26 15:21:39.214388
Good
No
Rarely
House
1,237