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
23,500
21
Male
66,728
Married
4
High School
Unemployed
23.782515
Suburban
Comprehensive
2
15
553
9
2020-05-10 15:21:39.188220
null
No
Daily
House
642
23,501
28
Male
5,881
Divorced
1
Bachelor's
Self-Employed
5.856588
Suburban
Comprehensive
null
19
314
9
2023-07-16 15:21:39.269494
Good
Yes
Weekly
Apartment
1,624
23,502
39
Male
71,729
Divorced
4
PhD
null
21.981697
Rural
Basic
1
6
561
9
2021-10-16 15:21:39.092127
Good
Yes
Rarely
Condo
381
23,503
59
Female
462
Single
0
Bachelor's
null
38.523633
Suburban
Comprehensive
2
7
626
9
2020-07-10 15:21:39.237118
Good
No
Monthly
House
144
23,504
57
Female
24,891
Married
3
Master's
Self-Employed
25.799913
Suburban
Basic
null
11
471
8
2023-06-22 15:21:39.134960
Average
Yes
Weekly
Apartment
809
23,505
57
Male
6,948
Divorced
4
Master's
Employed
14.011314
Urban
Comprehensive
2
4
826
9
2024-05-01 15:21:39.149731
Average
No
Weekly
Apartment
1,839
23,506
18
Female
23,212
null
4
High School
Self-Employed
18.405829
Suburban
Comprehensive
1
17
581
5
2021-07-08 15:21:39.289099
Good
Yes
Monthly
House
842
23,507
37
Female
28,574
Married
0
High School
Self-Employed
40.29462
Suburban
Basic
1
7
617
2
2024-07-21 15:21:39.097737
Good
No
Rarely
House
997
23,508
18
Male
70,989
Married
2
High School
Self-Employed
31.452033
Suburban
Premium
0
10
484
3
2022-10-06 15:21:39.091080
Poor
Yes
Weekly
House
130
23,509
37
Female
24,704
Single
3
Master's
Self-Employed
15.859122
Suburban
Basic
null
1
728
9
2022-02-08 15:21:39.155231
Good
No
Weekly
Condo
1,487
23,510
30
Female
71,470
Single
1
PhD
Self-Employed
35.726668
Urban
Basic
2
3
558
9
2022-09-04 15:21:39.237118
Poor
Yes
Weekly
Condo
29
23,511
50
Male
39,734
Single
4
High School
Self-Employed
22.058354
Suburban
Premium
0
6
463
2
2024-06-30 15:21:39.134960
Poor
No
Daily
House
549
23,512
30
Male
17,104
Married
4
Master's
Employed
23.06728
Suburban
Basic
1
4
538
3
2024-01-19 15:21:39.206847
Poor
Yes
Rarely
Apartment
562
23,513
45
Female
1,708
Married
0
PhD
null
17.016008
Urban
Comprehensive
0
10
349
7
2021-03-25 15:21:39.086123
Poor
Yes
Rarely
Condo
2,138
23,514
46
Female
17,102
Married
0
High School
Self-Employed
25.734961
Urban
Premium
0
16
554
8
2023-07-18 15:21:39.171102
Poor
Yes
Rarely
Condo
1,333
23,515
22
Female
12,504
Married
2
Master's
Unemployed
24.83493
Urban
Basic
0
10
513
1
2019-11-05 15:21:39.172097
Good
Yes
Monthly
Apartment
1,217
23,516
24
Female
2,301
Single
1
Bachelor's
Unemployed
12.836981
Rural
Comprehensive
0
6
699
4
2022-05-28 15:21:39.111551
Average
No
Daily
Apartment
2,089
23,517
35
Male
43,832
Married
0
Master's
null
null
Suburban
Comprehensive
0
7
null
7
2022-02-20 15:21:39.155231
Average
No
Weekly
Condo
1,308
23,518
40
Female
19,131
Single
1
Bachelor's
Unemployed
17.964
Urban
Premium
3
13
434
1
2021-11-28 15:21:39.121169
Poor
Yes
Weekly
House
1,871
23,519
62
Male
18,681
Single
4
High School
Self-Employed
25.456314
Rural
Premium
1
17
null
1
2022-11-04 15:21:39.196387
Good
Yes
Daily
Condo
240
23,520
36
Female
27,157
Single
3
High School
Employed
31.844112
Urban
Basic
null
15
null
9
2022-09-15 15:21:39.194829
Poor
No
Rarely
Apartment
1,489
23,521
50
Male
79,723
Divorced
3
Master's
Employed
7.06424
Rural
Comprehensive
1
7
652
8
2019-12-23 15:21:39.253660
Poor
No
Monthly
House
273
23,522
45
Male
5,963
Married
0
PhD
null
11.898472
Suburban
Premium
2
12
581
3
2022-01-14 15:21:39.237118
Average
Yes
Monthly
Apartment
837
23,523
39
Male
15,052
Divorced
1
High School
Employed
28.75312
Urban
Basic
null
15
679
9
2019-10-15 15:21:39.217387
Poor
Yes
Daily
Condo
2,595
23,524
40
Female
12,344
Divorced
2
PhD
Employed
9.95941
Suburban
Premium
null
8
451
1
2022-01-25 15:21:39.182597
Poor
Yes
Weekly
Condo
376
23,525
50
Female
18,009
Married
null
PhD
Self-Employed
37.794418
Suburban
Basic
0
10
803
6
2021-01-11 15:21:39.207847
Poor
No
Monthly
House
735
23,526
50
Female
16,999
Single
0
Master's
null
34.096277
Rural
Premium
1
12
470
3
2021-12-17 15:21:39.213373
null
Yes
Monthly
Condo
487
23,527
50
Male
38,316
Married
0
High School
Employed
31.819083
Suburban
Basic
0
13
409
2
2024-07-26 15:21:39.149731
Poor
Yes
Weekly
Condo
447
23,528
52
Male
18,705
Married
4
Master's
Employed
18.979049
Suburban
Comprehensive
0
5
705
5
2024-07-10 15:21:39.134960
Good
No
Daily
House
1,392
23,529
59
Female
3,555
Single
2
High School
null
10.65608
Urban
Comprehensive
0
6
609
1
2020-06-07 15:21:39.134960
Average
Yes
Daily
Condo
1,879
23,530
60
Male
44,746
Married
0
Bachelor's
Employed
12.897968
Suburban
Basic
0
9
643
1
2022-09-08 15:21:39.228521
Poor
No
Rarely
Condo
1,209
23,531
36
Female
35,227
Single
3
Bachelor's
Employed
18.552314
Rural
Comprehensive
0
5
551
4
2020-11-04 15:21:39.124659
Average
Yes
Rarely
Condo
1,035
23,532
31
Male
117,542
Married
2
Bachelor's
null
29.096987
Suburban
Comprehensive
2
17
null
9
2019-10-12 15:21:39.097737
Poor
Yes
Rarely
Apartment
150
23,533
34
Female
1,139
Single
3
Master's
null
19.058378
Suburban
Basic
1
7
468
7
2024-03-18 15:21:39.279729
Poor
Yes
Monthly
Condo
29
23,534
38
Female
16,646
Single
1
PhD
Unemployed
12.726151
Suburban
Comprehensive
null
8
null
7
2022-12-23 15:21:39.186212
Poor
Yes
Daily
Apartment
1,041
23,535
25
Female
null
Single
0
PhD
Employed
25.068645
Urban
Comprehensive
0
0
434
5
2022-11-21 15:21:39.134960
Good
No
Weekly
House
1,709
23,536
42
Female
7,072
Single
0
Master's
null
11.959222
Rural
Premium
1
15
621
1
2021-02-22 15:21:39.155231
Average
Yes
Rarely
Condo
1,515
23,537
53
Female
62,909
Single
4
Master's
Employed
29.816192
Suburban
Comprehensive
2
12
367
2
2022-12-13 15:21:39.151732
Average
Yes
Daily
House
1,334
23,538
55
Female
57
Single
3
PhD
Employed
7.75371
Suburban
Premium
0
11
514
5
2024-06-18 15:21:39.180553
Good
No
Daily
Apartment
1,548
23,539
55
Male
10,173
Divorced
1
High School
null
41.518775
Suburban
Comprehensive
0
12
845
7
2021-01-29 15:21:39.134960
Poor
No
Rarely
House
639
23,540
20
Female
43,983
Divorced
3
PhD
null
14.077379
Suburban
Comprehensive
null
12
691
6
2022-05-05 15:21:39.133866
Good
No
Rarely
House
4,038
23,541
45
Male
null
Married
1
Master's
null
22.275907
Urban
Basic
1
14
null
3
2021-07-17 15:21:39.270454
Poor
No
Weekly
House
364
23,542
19
Male
42,395
Divorced
1
High School
Self-Employed
35.581285
Rural
Comprehensive
2
11
824
2
2021-05-13 15:21:39.145732
Good
No
Monthly
Apartment
170
23,543
24
Male
12,094
Divorced
null
Master's
Employed
9.594751
Suburban
Basic
null
8
654
2
2021-05-14 15:21:39.279729
Poor
No
Daily
House
2,252
23,544
42
Male
27,480
Married
3
PhD
Self-Employed
34.896629
Rural
Premium
0
7
814
3
2022-05-21 15:21:39.155231
Average
Yes
Daily
Condo
1,332
23,545
47
Male
12,042
Married
1
Master's
Employed
18.711543
Suburban
Basic
2
14
null
8
2021-02-02 15:21:39.079128
Good
Yes
Weekly
House
1,034
23,546
42
Male
3,620
Married
3
Master's
Unemployed
38.511312
Suburban
Basic
null
3
454
4
2024-01-21 15:21:39.204790
Average
No
Daily
Apartment
1,974
23,547
60
Female
92,627
Single
4
Master's
null
22.72982
Urban
Comprehensive
1
7
464
7
2021-06-30 15:21:39.206847
Poor
Yes
Weekly
House
197
23,548
40
Female
16,076
Married
1
PhD
null
25.756669
Rural
Premium
null
17
819
2
2019-12-06 15:21:39.254678
Good
No
Rarely
House
663
23,549
49
Male
30,621
Single
0
Bachelor's
Employed
27.614816
Urban
Basic
0
8
621
7
2021-01-18 15:21:39.201446
Poor
Yes
Daily
House
218
23,550
34
Female
45,970
Single
4
Bachelor's
Self-Employed
13.245869
Rural
Comprehensive
0
4
746
5
2022-02-28 15:21:39.204790
Good
No
Weekly
House
1,403
23,551
39
Male
44,746
Married
0
High School
null
14.939121
Urban
Comprehensive
2
18
652
6
2024-05-01 15:21:39.246098
Good
No
Weekly
Condo
1,742
23,552
51
Female
95,904
Married
0
High School
Employed
10.958948
Suburban
Comprehensive
1
5
588
8
2024-06-27 15:21:39.155231
Average
No
Daily
House
397
23,553
31
Female
46,064
Divorced
0
PhD
Unemployed
34.0386
Suburban
Premium
3
14
null
5
2020-02-21 15:21:39.186212
Poor
Yes
Monthly
House
45
23,554
35
Female
8,700
Single
null
High School
Unemployed
12.646826
Rural
Comprehensive
0
0
844
5
2023-03-17 15:21:39.257696
Poor
No
Daily
Apartment
684
23,555
64
Female
106,512
Single
2
Bachelor's
Self-Employed
44.749844
Rural
Basic
2
12
759
6
2020-11-21 15:21:39.172097
Poor
Yes
Daily
House
100
23,556
21
Female
66,862
Divorced
4
Master's
Unemployed
10.639074
Suburban
Comprehensive
1
7
766
6
2020-08-13 15:21:39.191219
Poor
No
Weekly
House
393
23,557
35
Female
66,820
Married
0
Master's
Employed
31.834248
Rural
Basic
1
11
356
2
2022-03-07 15:21:39.170099
Good
No
Weekly
Apartment
488
23,558
48
Female
122,886
Divorced
3
High School
Unemployed
3.946804
Suburban
Basic
1
17
447
2
2019-08-24 15:21:39.216387
Average
No
Daily
Apartment
101
23,559
31
Female
1,003
Divorced
3
High School
null
7.942982
Urban
Basic
0
0
637
1
2024-04-21 15:21:39.168099
Poor
No
Rarely
Apartment
101
23,560
46
Male
27,983
Married
4
Master's
null
9.958224
Urban
Premium
0
6
591
8
2024-03-15 15:21:39.134960
Poor
No
Weekly
House
48
23,561
56
Female
30,752
Divorced
0
High School
Self-Employed
28.936722
Suburban
Premium
null
19
683
4
2023-08-01 15:21:39.168099
Good
No
Weekly
Apartment
919
23,562
51
Female
19,113
Divorced
2
Master's
null
21.709221
Rural
Basic
1
1
421
8
2019-11-24 15:21:39.093681
Average
Yes
Daily
Apartment
1,446
23,563
22
Male
16,076
Divorced
4
PhD
null
22.584381
Suburban
Premium
1
10
653
9
2020-10-16 15:21:39.087123
Good
No
Daily
Apartment
523
23,564
53
Female
95,576
Divorced
0
Bachelor's
Self-Employed
11.498613
Rural
Comprehensive
null
7
712
1
2021-09-16 15:21:39.220389
Average
No
Daily
House
3,699
23,565
23
Female
22,704
Single
0
Bachelor's
null
21.781606
Suburban
Basic
0
14
684
2
2019-10-31 15:21:39.150730
Good
No
Rarely
Condo
303
23,566
30
Male
73,686
Married
3
Bachelor's
null
25.336567
Rural
Basic
2
8
661
9
2024-07-17 15:21:39.176717
null
No
Daily
Apartment
1,762
23,567
36
Male
26,200
Married
0
PhD
Unemployed
11.676594
Rural
Comprehensive
null
10
838
9
2022-08-26 15:21:39.196387
Average
Yes
Daily
Condo
456
23,568
61
Female
37,652
Divorced
4
High School
Unemployed
16.376535
Urban
Premium
1
7
805
4
2022-12-11 15:21:39.134960
Good
No
Rarely
Condo
1,483
23,569
62
Female
29,429
Married
2
Bachelor's
Self-Employed
17.836641
Suburban
Basic
0
6
404
2
2021-05-25 15:21:39.276901
Poor
Yes
Weekly
Condo
553
23,570
32
Male
64,477
Single
3
Bachelor's
Unemployed
27.711476
Suburban
Comprehensive
0
0
589
5
2020-10-07 15:21:39.149731
Average
No
Weekly
House
272
23,571
37
Female
7,780
Married
null
Master's
Self-Employed
49.769409
Rural
Comprehensive
null
2
669
5
2019-11-24 15:21:39.274993
Average
Yes
Weekly
House
74
23,572
41
Male
4,699
Single
1
PhD
null
7.43875
Suburban
Comprehensive
0
17
447
8
2024-06-26 15:21:39.107553
Good
Yes
Monthly
Condo
1,333
23,573
31
Female
118,937
Single
0
Bachelor's
Unemployed
18.964644
Suburban
Premium
2
6
386
9
2020-10-01 15:21:39.109552
Good
Yes
Monthly
Condo
3,431
23,574
22
Male
18,357
Single
0
High School
Self-Employed
22.792235
Suburban
Basic
1
18
667
1
2020-08-05 15:21:39.114118
Poor
No
Monthly
House
1,153
23,575
49
Female
6,395
Married
3
High School
Self-Employed
10.965919
Suburban
Premium
0
4
639
4
2020-09-19 15:21:39.179186
Poor
No
Daily
Apartment
708
23,576
23
Female
51,588
Married
null
PhD
Employed
12.756344
Suburban
Basic
0
5
786
2
2020-03-30 15:21:39.134960
Average
No
Rarely
House
169
23,577
30
Female
null
Married
3
Master's
null
22.333099
Rural
Basic
0
17
307
7
2021-07-09 15:21:39.168099
Poor
No
Weekly
Condo
1,264
23,578
56
Female
25,387
Divorced
2
Bachelor's
Unemployed
18.790118
Suburban
Basic
null
7
518
4
2023-11-25 15:21:39.155231
Good
No
Monthly
House
717
23,579
29
Male
6,429
Single
1
Bachelor's
null
38.257785
Suburban
Comprehensive
1
19
552
4
2019-09-08 15:21:39.155231
Average
No
Weekly
Apartment
2,392
23,580
54
Female
29,267
Married
null
Master's
null
23.937605
Suburban
Comprehensive
null
17
738
8
2022-01-26 15:21:39.131192
Average
No
Rarely
Condo
27
23,581
25
Male
96,444
Divorced
0
PhD
null
48.815602
Urban
Comprehensive
null
14
766
4
2023-11-10 15:21:39.245086
Poor
Yes
Weekly
Condo
391
23,582
null
Female
1,786
Divorced
1
Bachelor's
Employed
33.945562
Urban
Comprehensive
2
7
567
3
2024-03-22 15:21:39.134960
Good
Yes
Rarely
Apartment
554
23,583
62
Male
84,822
Single
null
Bachelor's
Unemployed
18.030812
Suburban
Comprehensive
null
18
310
7
2021-07-19 15:21:39.260856
Poor
Yes
Daily
House
205
23,584
50
Male
2,973
Single
1
PhD
Unemployed
45.671219
Suburban
Basic
2
6
689
7
2022-12-08 15:21:39.199447
Good
Yes
Weekly
Apartment
1,842
23,585
33
Female
27,497
Single
3
Master's
Unemployed
null
Rural
Comprehensive
null
6
687
7
2021-03-08 15:21:39.264504
Average
No
Daily
House
489
23,586
22
Male
null
Married
2
Master's
null
42.261831
Suburban
Comprehensive
0
3
709
8
2023-09-28 15:21:39.249100
Average
Yes
Monthly
Apartment
161
23,587
29
Male
26,961
Married
2
PhD
null
11.170938
Rural
Basic
0
16
519
4
2022-07-29 15:21:39.155231
Poor
Yes
Weekly
Apartment
607
23,588
44
Male
132,683
Single
4
Master's
Self-Employed
37.743013
Suburban
Comprehensive
2
1
469
3
2020-03-04 15:21:39.190215
Good
Yes
Monthly
Apartment
228
23,589
62
Female
18,933
Divorced
0
High School
null
35.927217
Rural
Comprehensive
1
19
339
8
2021-10-11 15:21:39.179186
Poor
No
Rarely
Apartment
1,046
23,590
64
Male
36,272
Single
4
High School
Unemployed
36.804217
Suburban
Comprehensive
1
6
692
7
2023-05-30 15:21:39.134960
Average
No
Daily
House
491
23,591
40
Male
82,569
Single
1
Bachelor's
Self-Employed
3.07544
Urban
Comprehensive
3
15
466
9
2023-05-02 15:21:39.190215
Good
No
Daily
House
297
23,592
54
Female
24,982
Single
2
Master's
null
40.733966
Rural
Basic
0
4
567
7
2022-06-25 15:21:39.181605
Average
No
Rarely
House
562
23,593
18
Female
15,791
Married
0
PhD
Unemployed
20.161236
Urban
Basic
null
4
749
6
2023-11-19 15:21:39.126661
Poor
Yes
Monthly
Apartment
648
23,594
49
Male
81
Divorced
3
Master's
Unemployed
27.929402
Urban
Premium
0
16
707
8
2021-09-06 15:21:39.173834
Good
Yes
Daily
Condo
81
23,595
60
Female
16,073
Married
2
Bachelor's
Unemployed
18.904385
Suburban
Comprehensive
0
12
652
3
2021-08-26 15:21:39.155231
Good
Yes
Monthly
Apartment
942
23,596
null
Male
13,354
Married
1
Master's
Unemployed
39.923229
Suburban
Premium
2
18
649
7
2020-02-23 15:21:39.120168
Average
Yes
Weekly
Apartment
740
23,597
33
Female
90,568
Married
2
PhD
null
15.939388
Rural
Premium
null
2
339
6
2021-05-04 15:21:39.194829
Poor
No
Monthly
Condo
579
23,598
59
Female
38,133
Divorced
null
Master's
null
25.060629
Suburban
Comprehensive
1
1
466
1
2020-11-14 15:21:39.095696
Poor
Yes
Monthly
Apartment
2,186
23,599
60
Male
39,120
Married
4
Master's
Self-Employed
3.227912
Urban
Premium
1
17
301
9
2021-08-12 15:21:39.253660
Poor
Yes
Monthly
Apartment
3,700