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
39,500
33
Female
11,863
Married
3
PhD
Self-Employed
21.5726
Rural
Basic
0
10
594
3
2019-08-28 15:21:39.082499
Poor
Yes
Daily
Condo
1,270
39,501
23
Female
80,115
Single
0
PhD
Unemployed
40.973997
Urban
Comprehensive
null
3
446
9
2023-09-25 15:21:39.155231
Poor
No
Monthly
Condo
2,437
39,502
57
Female
63,484
Divorced
0
Master's
Employed
6.385823
Suburban
Basic
1
12
381
4
2020-04-21 15:21:39.267454
Good
No
Rarely
Condo
1,824
39,503
29
Female
18,300
Married
1
Master's
Employed
18.944475
Suburban
Comprehensive
0
0
739
7
2021-12-10 15:21:39.155231
Average
Yes
Weekly
Condo
691
39,504
28
Female
16,071
Single
4
Bachelor's
Employed
14.848439
Urban
Comprehensive
0
10
478
7
2024-07-07 15:21:39.246098
Poor
Yes
Daily
House
751
39,505
52
Female
67,731
null
4
Bachelor's
Self-Employed
36.084914
Urban
Comprehensive
2
9
748
8
2019-12-09 15:21:39.285112
null
No
Weekly
House
693
39,506
44
Male
14,894
Divorced
3
High School
Employed
15.739091
Suburban
Comprehensive
2
9
718
3
2024-05-08 15:21:39.134960
Good
No
Weekly
House
1,526
39,507
50
Female
4,774
Divorced
0
Master's
Employed
20.271519
Urban
Premium
null
2
811
8
2022-10-02 15:21:39.095696
Poor
No
Weekly
Apartment
2,145
39,508
29
Female
29,096
Single
null
Bachelor's
Unemployed
28.686798
Urban
Comprehensive
0
10
787
6
2022-10-07 15:21:39.134960
Poor
Yes
Rarely
Apartment
466
39,509
38
Female
2,379
Single
0
PhD
Unemployed
7.812589
Rural
Premium
0
9
578
7
2020-01-05 15:21:39.194829
null
No
Weekly
Apartment
457
39,510
55
Female
15,982
Married
0
Master's
null
39.081807
Rural
Premium
1
4
732
3
2020-04-14 15:21:39.152732
Poor
No
Weekly
Apartment
1,153
39,511
32
Male
44,940
Divorced
3
Bachelor's
Unemployed
25.095678
Suburban
Premium
0
15
null
1
2020-11-06 15:21:39.176717
Good
Yes
Monthly
House
488
39,512
41
Male
46,772
Married
2
Bachelor's
Employed
12.927542
Rural
Basic
2
5
null
3
2021-05-18 15:21:39.155231
Average
Yes
Weekly
Condo
36
39,513
49
Male
73,829
Divorced
null
High School
null
null
Suburban
Premium
null
2
542
2
2023-04-13 15:21:39.084065
null
No
Monthly
Condo
622
39,514
26
Male
135,557
Married
1
High School
Employed
31.939291
Rural
Comprehensive
0
17
393
6
2019-09-14 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,736
39,515
33
Female
1,336
Married
3
High School
Unemployed
22.766808
Rural
Basic
3
2
null
3
2020-11-29 15:21:39.264504
Good
No
Weekly
Condo
3,272
39,516
26
Female
12,093
Divorced
4
Bachelor's
Employed
20.179429
Suburban
Comprehensive
null
6
815
9
2024-04-12 15:21:39.117183
Average
Yes
Daily
Apartment
989
39,517
58
Female
29,759
Married
3
Master's
null
null
Rural
Basic
1
10
690
9
2022-03-08 15:21:39.129190
Average
No
Weekly
Apartment
839
39,518
44
Female
1,523
Single
1
Bachelor's
Self-Employed
null
Suburban
Premium
null
3
790
4
2022-11-23 15:21:39.274993
Average
No
Monthly
House
1,867
39,519
54
Female
106,413
Married
4
Bachelor's
Unemployed
43.663594
Rural
Basic
0
2
342
8
2020-03-19 15:21:39.082499
Good
No
Monthly
House
729
39,520
38
Male
3,258
Married
0
Master's
Unemployed
18.361501
Suburban
Basic
2
4
327
8
2021-06-05 15:21:39.253660
Good
Yes
Weekly
House
513
39,521
42
Male
11,208
Divorced
3
Bachelor's
Employed
49.61642
Urban
Comprehensive
0
10
653
1
2020-06-29 15:21:39.133866
Average
Yes
Daily
House
583
39,522
39
Male
2,784
Divorced
4
High School
Employed
35.258862
Rural
Comprehensive
0
5
null
3
2022-01-23 15:21:39.216387
Poor
No
Weekly
Apartment
279
39,523
61
Female
24,862
Divorced
4
High School
Employed
7.936263
Suburban
Premium
null
15
718
3
2022-04-08 15:21:39.134960
Poor
No
Monthly
Condo
534
39,524
38
Female
7,053
Married
3
Bachelor's
Employed
33.678834
Suburban
Premium
0
15
662
3
2022-10-24 15:21:39.205850
Average
Yes
Weekly
Condo
612
39,525
30
Male
17,087
Married
1
High School
Self-Employed
22.995048
Suburban
Comprehensive
3
18
null
4
2022-01-09 15:21:39.207847
Good
No
Weekly
Apartment
473
39,526
52
Female
758
Single
4
High School
Employed
24.814048
Urban
Comprehensive
0
8
575
8
2022-11-14 15:21:39.134960
null
Yes
Weekly
House
1,272
39,527
62
Male
null
Single
1
High School
null
25.456827
Rural
Comprehensive
3
15
457
1
2020-02-14 15:21:39.281787
Good
No
Daily
Apartment
1,777
39,528
23
Male
35,139
Divorced
2
High School
Self-Employed
4.822882
Urban
Premium
0
7
null
1
2021-08-13 15:21:39.283783
Good
Yes
Rarely
Condo
821
39,529
23
Male
11,582
Divorced
3
Bachelor's
Employed
null
Suburban
Premium
1
9
null
5
2024-07-04 15:21:39.230483
Poor
Yes
Daily
Condo
809
39,530
62
Male
514
Married
3
PhD
null
44.068407
Rural
Comprehensive
null
17
541
5
2022-08-31 15:21:39.180553
Poor
Yes
Weekly
Condo
153
39,531
31
Male
44,632
Divorced
0
High School
Self-Employed
10.689419
Rural
Premium
3
10
715
8
2020-07-12 15:21:39.246098
null
No
Weekly
House
111
39,532
52
Male
30,697
Single
4
High School
Employed
30.98131
Urban
Premium
null
18
757
4
2020-11-13 15:21:39.155231
Poor
No
Rarely
Apartment
1,407
39,533
52
Female
2,561
Single
2
Master's
null
14.868002
Urban
Basic
1
4
null
1
2020-12-18 15:21:39.184157
null
Yes
Weekly
House
1,015
39,534
35
Male
2,683
Divorced
2
Master's
null
30.001742
Urban
Basic
0
8
760
8
2023-10-17 15:21:39.123711
Average
No
Monthly
House
3,273
39,535
39
Female
28,966
Divorced
2
Bachelor's
Unemployed
38.556813
Suburban
Premium
0
18
832
2
2021-01-25 15:21:39.134960
Average
Yes
Monthly
House
1,249
39,536
48
Male
34,221
Divorced
1
Master's
null
27.556825
Suburban
Comprehensive
null
9
840
3
2021-10-19 15:21:39.182597
Good
Yes
Rarely
House
557
39,537
30
Male
143,688
Divorced
1
Master's
Unemployed
17.569027
Urban
Basic
0
16
356
5
2022-11-20 15:21:39.264504
null
No
Weekly
House
260
39,538
26
Male
44,604
Single
3
High School
Employed
39.982428
Rural
Basic
1
14
795
9
2021-08-25 15:21:39.254678
Good
No
Weekly
Condo
38
39,539
64
Male
5,108
Divorced
4
High School
Unemployed
14.927353
Suburban
Premium
null
19
848
1
2023-05-09 15:21:39.167099
Average
No
Weekly
Condo
832
39,540
33
Female
91,418
Single
1
PhD
Self-Employed
41.168837
Urban
Basic
1
17
617
2
2019-11-04 15:21:39.283783
Good
No
Weekly
House
2,288
39,541
61
Female
52,781
Divorced
null
Bachelor's
Unemployed
23.936206
Suburban
Basic
0
11
674
8
2021-08-31 15:21:39.226954
Poor
No
Monthly
Condo
119
39,542
58
Male
28,991
Divorced
4
Master's
null
24.564383
Suburban
Comprehensive
1
2
667
3
2023-11-25 15:21:39.144722
Good
Yes
Monthly
House
1,420
39,543
39
Female
36,766
Married
3
Master's
Employed
33.85836
Urban
Basic
null
5
363
5
2022-12-28 15:21:39.096739
Average
No
Rarely
Apartment
774
39,544
18
Male
8,098
Single
0
PhD
Unemployed
20.413898
Rural
Comprehensive
null
5
790
3
2020-08-07 15:21:39.237118
Good
No
Daily
House
881
39,545
58
Female
44,747
Single
4
Master's
Self-Employed
47.895382
Suburban
Premium
2
6
543
7
2021-03-04 15:21:39.134960
Average
Yes
Daily
Apartment
753
39,546
62
Female
10,314
Single
2
High School
null
11.081281
Urban
Premium
null
6
783
4
2021-11-30 15:21:39.213373
Poor
Yes
Rarely
Apartment
738
39,547
23
Female
7,081
Married
4
Bachelor's
Self-Employed
46.827743
Suburban
Premium
null
12
null
4
2021-05-27 15:21:39.170099
Average
No
Daily
Apartment
809
39,548
42
Female
37,907
Single
4
Master's
null
31.738549
Rural
Comprehensive
0
18
561
7
2023-05-01 15:21:39.206847
Average
No
Monthly
Apartment
944
39,549
39
Female
36,330
Single
1
Bachelor's
Self-Employed
44.912063
Urban
Premium
1
0
622
2
2022-04-12 15:21:39.210805
Good
No
Monthly
Apartment
1,673
39,550
25
Male
16,582
Married
4
PhD
null
32.393704
Urban
Comprehensive
0
9
669
9
2020-01-30 15:21:39.090124
Average
Yes
Monthly
Apartment
230
39,551
47
Female
12,520
Single
1
Master's
Employed
25.912409
Rural
Comprehensive
null
10
704
1
2023-08-09 15:21:39.165120
Good
No
Monthly
Condo
907
39,552
null
Male
34,834
Divorced
2
PhD
Employed
29.854005
Suburban
Basic
1
8
692
2
2023-02-04 15:21:39.206847
Poor
No
Rarely
Condo
1,552
39,553
19
Female
5,937
Single
1
High School
Self-Employed
49.879143
Rural
Premium
0
0
649
3
2022-11-06 15:21:39.274993
Poor
No
Daily
House
1,804
39,554
51
Male
1,579
Single
1
Bachelor's
null
45.493871
Urban
Comprehensive
2
0
569
5
2023-04-11 15:21:39.134960
Average
Yes
Rarely
Condo
541
39,555
26
Female
668
Single
0
PhD
null
31.849075
Rural
Premium
1
7
824
5
2020-10-09 15:21:39.209847
Poor
Yes
Daily
Apartment
434
39,556
35
Male
2,312
Divorced
4
High School
null
21.769693
Rural
Premium
1
17
302
3
2021-02-12 15:21:39.090124
Average
Yes
Weekly
Condo
907
39,557
23
Female
5,725
Single
null
High School
Employed
38.58341
Suburban
Premium
0
7
457
3
2022-02-17 15:21:39.155231
Average
No
Monthly
Condo
2,576
39,558
37
Male
72,398
Divorced
4
Bachelor's
Employed
44.174019
Rural
Basic
null
10
435
2
2023-04-10 15:21:39.271453
Good
Yes
Daily
Apartment
1,125
39,559
32
Female
5,667
Single
null
High School
Unemployed
40.564632
Suburban
Basic
null
0
747
9
2023-03-15 15:21:39.188220
Average
Yes
Daily
Apartment
371
39,560
41
Female
64,962
Married
0
Bachelor's
null
10.753917
Urban
Comprehensive
1
9
326
8
2022-11-05 15:21:39.209847
Good
Yes
Monthly
House
236
39,561
25
Female
63,351
Divorced
0
Bachelor's
Unemployed
10.678898
Urban
Comprehensive
null
6
364
8
2019-11-01 15:21:39.237118
Good
Yes
Daily
Condo
442
39,562
27
Female
null
Single
0
Master's
Unemployed
20.176089
Rural
Basic
null
19
319
9
2020-12-14 15:21:39.179186
Good
No
Weekly
Apartment
438
39,563
51
Female
34,753
Divorced
0
PhD
Employed
31.726793
Urban
Premium
null
4
566
4
2020-03-21 15:21:39.134960
Average
Yes
Monthly
Condo
1,119
39,564
59
Female
3,447
Divorced
null
Bachelor's
Self-Employed
50.390558
Rural
Premium
2
3
614
4
2021-06-05 15:21:39.134960
null
No
Rarely
Apartment
1,085
39,565
21
Female
23,983
Single
3
Master's
null
11.95543
Urban
Comprehensive
null
19
734
9
2020-12-21 15:21:39.134960
Good
No
Monthly
Apartment
589
39,566
40
Female
29,377
Divorced
null
PhD
Unemployed
13.68542
Suburban
Premium
null
9
694
6
2020-01-26 15:21:39.107553
Average
No
Daily
Apartment
23
39,567
36
Female
76,494
Married
0
High School
null
14.77107
Urban
Comprehensive
2
10
517
8
2023-07-09 15:21:39.134960
Average
No
Rarely
House
25
39,568
60
Male
80,760
Divorced
2
Bachelor's
Unemployed
33.817457
Suburban
Basic
null
2
440
4
2022-01-10 15:21:39.104139
Good
Yes
Daily
House
554
39,569
25
Male
105,569
Divorced
4
Master's
Employed
49.381748
Rural
Basic
0
16
484
3
2023-03-07 15:21:39.086123
Average
Yes
Rarely
Apartment
1,834
39,570
24
Male
44,711
Married
0
PhD
null
25.848458
Rural
Comprehensive
0
16
746
4
2023-11-30 15:21:39.207847
Poor
No
Monthly
House
936
39,571
20
Male
11,510
Married
1
High School
null
26.387846
Urban
Comprehensive
0
4
null
3
2022-04-04 15:21:39.230483
Average
No
Rarely
Apartment
28
39,572
28
Male
38,004
Single
0
PhD
Unemployed
4.533866
Urban
Comprehensive
1
10
698
1
2021-07-19 15:21:39.114118
Good
No
Weekly
Condo
1,162
39,573
31
Female
37,894
Divorced
3
Master's
null
40.167651
Suburban
Comprehensive
null
14
null
7
2022-02-20 15:21:39.272456
Good
Yes
Weekly
Apartment
573
39,574
27
Female
null
Married
0
PhD
Unemployed
33.974756
Suburban
Basic
3
12
744
1
2022-07-19 15:21:39.155231
Average
No
Weekly
Apartment
2,422
39,575
60
Female
3,801
Divorced
4
Master's
null
21.282327
Suburban
Basic
null
13
531
7
2023-07-18 15:21:39.255696
Average
No
Monthly
Apartment
2,327
39,576
null
Female
40,991
Divorced
2
PhD
Unemployed
3.723985
Rural
Premium
null
13
523
7
2021-08-14 15:21:39.105504
Average
No
Rarely
Condo
592
39,577
53
Female
8,096
Married
1
Master's
Unemployed
null
Urban
Basic
0
10
794
2
2023-05-22 15:21:39.237118
Poor
Yes
Daily
Condo
807
39,578
51
Female
1,820
Single
4
Bachelor's
Unemployed
11.819178
Suburban
Comprehensive
null
12
469
2
2020-08-07 15:21:39.094752
Good
No
Monthly
Condo
2,226
39,579
47
Female
23,685
Divorced
3
PhD
Employed
21.943137
Suburban
Basic
0
15
null
4
2021-06-24 15:21:39.123711
Average
Yes
Monthly
Apartment
1,492
39,580
47
Male
20,999
Married
2
PhD
Unemployed
32.896926
Suburban
Basic
0
2
765
3
2022-12-23 15:21:39.237118
Poor
No
Daily
House
659
39,581
60
Female
49,065
Single
4
Bachelor's
Self-Employed
36.694908
Urban
Basic
0
0
null
8
2020-09-30 15:21:39.155231
Average
Yes
Rarely
Apartment
338
39,582
20
Male
24,663
Married
2
High School
Self-Employed
48.959298
Suburban
Comprehensive
1
1
515
4
2023-11-02 15:21:39.132191
Poor
Yes
Daily
House
25
39,583
44
Male
20,292
Single
null
PhD
Employed
38.084238
Urban
Basic
1
18
699
7
2023-06-01 15:21:39.087123
Average
Yes
Rarely
Apartment
890
39,584
27
Female
39,258
Divorced
null
Bachelor's
null
25.377867
Urban
Basic
0
10
597
8
2023-10-14 15:21:39.190215
Poor
No
Rarely
Apartment
1,377
39,585
44
Male
17,553
Divorced
2
High School
Employed
14.07694
Suburban
Basic
2
2
555
4
2023-04-27 15:21:39.134960
Average
Yes
Rarely
House
2,359
39,586
53
Female
5,871
Single
3
High School
Unemployed
5.090712
Rural
Comprehensive
0
11
722
8
2023-04-09 15:21:39.186212
Poor
Yes
Daily
House
463
39,587
38
Male
119,534
Single
1
Bachelor's
null
18.917653
Urban
Premium
0
8
437
8
2022-05-11 15:21:39.172097
Average
No
Daily
Apartment
722
39,588
31
Male
3,568
Single
4
High School
Employed
null
Urban
Comprehensive
null
19
581
2
2020-12-19 15:21:39.134960
Good
Yes
Rarely
Apartment
539
39,589
25
Male
25,894
Single
4
Master's
Self-Employed
39.996904
Suburban
Comprehensive
null
17
null
6
2023-06-08 15:21:39.155231
Poor
Yes
Rarely
House
2,060
39,590
40
Male
16,427
Single
4
High School
Unemployed
15.929131
Urban
Premium
0
12
607
2
2022-05-24 15:21:39.288099
Average
Yes
Weekly
Condo
330
39,591
54
Female
9,058
Married
3
High School
Unemployed
27.952997
Suburban
Premium
null
11
848
2
2024-01-26 15:21:39.092127
Average
Yes
Daily
Condo
612
39,592
26
Male
39,155
Single
4
Bachelor's
Self-Employed
11.757926
Rural
Comprehensive
0
5
708
1
2021-03-23 15:21:39.155231
Average
Yes
Rarely
Condo
955
39,593
62
Male
52,794
Married
0
Master's
Employed
13.838551
Suburban
Premium
0
14
415
8
2023-12-11 15:21:39.206847
null
No
Weekly
Apartment
511
39,594
58
Male
9,894
Married
0
PhD
Employed
21.007637
Rural
Premium
1
16
652
3
2022-04-03 15:21:39.237118
Average
Yes
Daily
House
793
39,595
61
Male
8,110
Single
4
High School
null
37.829532
Suburban
Comprehensive
null
4
678
7
2021-06-20 15:21:39.193945
Poor
No
Weekly
House
1,926
39,596
24
Female
38,001
Single
0
Master's
Self-Employed
20.984827
Rural
Basic
3
7
813
2
2019-11-08 15:21:39.237118
Poor
No
Monthly
Condo
690
39,597
31
Female
2,098
Single
3
PhD
Self-Employed
50.037494
Urban
Basic
2
17
748
7
2021-02-24 15:21:39.079128
Poor
Yes
Weekly
House
20
39,598
18
Male
1,248
Married
3
Bachelor's
Employed
11.91491
Rural
Premium
1
9
705
5
2021-01-24 15:21:39.083497
Average
Yes
Monthly
House
3,489
39,599
20
Male
57,552
Married
4
High School
Unemployed
16.845522
Rural
Basic
null
12
702
1
2023-04-05 15:21:39.252145
null
No
Rarely
Condo
2,055