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
54,400
60
Male
29,093
Married
1
High School
null
35.753596
Rural
Basic
null
0
718
8
2023-10-12 15:21:39.222387
Good
Yes
Rarely
Apartment
572
54,401
53
Male
38,625
Single
4
Master's
Unemployed
18.694773
Urban
Comprehensive
1
7
816
5
2023-04-23 15:21:39.079128
Average
Yes
Monthly
Apartment
523
54,402
47
Male
15,776
Single
null
Bachelor's
Self-Employed
41.737784
Suburban
Comprehensive
1
3
830
8
2024-05-12 15:21:39.288099
Poor
Yes
Daily
Condo
222
54,403
37
Male
5,204
Single
0
Master's
Unemployed
34.827122
Urban
Comprehensive
0
8
710
6
2021-06-11 15:21:39.237118
Poor
No
Daily
Condo
1,320
54,404
32
Male
25,247
Divorced
2
Bachelor's
Employed
24.749245
Rural
Basic
0
19
472
8
2022-03-25 15:21:39.172097
Average
No
Weekly
Apartment
1,219
54,405
62
Male
3,859
Divorced
4
Master's
Employed
30.382045
Suburban
Premium
1
17
751
2
2019-12-26 15:21:39.121169
Average
No
Daily
Apartment
24
54,406
30
Female
25,373
Single
null
PhD
Employed
43.878212
Rural
Premium
0
1
null
4
2021-02-21 15:21:39.096739
Average
Yes
Daily
Condo
581
54,407
40
Male
1,945
Divorced
2
PhD
null
27.677635
Rural
Basic
1
16
760
9
2021-01-25 15:21:39.230483
Good
Yes
Weekly
Apartment
255
54,408
53
Female
1,191
Single
1
PhD
Self-Employed
10.849833
Rural
Basic
0
15
589
7
2024-01-02 15:21:39.210805
Poor
No
Monthly
Apartment
48
54,409
45
Female
1,920
Married
1
Master's
Employed
15.054703
Urban
Comprehensive
2
0
614
5
2020-03-10 15:21:39.133866
Average
Yes
Monthly
Apartment
805
54,410
32
Male
18,795
Single
null
PhD
Self-Employed
21.564319
Rural
Basic
null
2
449
6
2023-08-16 15:21:39.146733
Poor
No
Rarely
Apartment
1,439
54,411
21
Male
null
Married
1
Bachelor's
Self-Employed
5.716137
Suburban
Basic
null
14
828
4
2022-11-16 15:21:39.093681
Good
No
Rarely
Condo
125
54,412
29
Female
51,770
Divorced
4
High School
Self-Employed
39.68163
Urban
Comprehensive
null
7
326
8
2019-12-22 15:21:39.194829
Good
Yes
Weekly
House
825
54,413
29
Male
64,800
Married
3
Master's
Self-Employed
29.764362
Rural
Basic
1
17
622
4
2020-12-15 15:21:39.126661
Poor
No
Daily
Condo
362
54,414
25
Male
30,198
Married
3
PhD
Unemployed
11.586843
Urban
Premium
1
0
300
6
2020-10-22 15:21:39.100695
Good
Yes
Monthly
Apartment
3,855
54,415
19
Male
25,861
Single
1
Master's
Employed
3.583301
Rural
Comprehensive
5
3
440
7
2023-04-16 15:21:39.129190
Poor
No
Weekly
House
516
54,416
29
Female
18,442
Married
1
Master's
Employed
24.398865
Suburban
Comprehensive
0
19
391
5
2022-03-22 15:21:39.174719
Good
Yes
Daily
Condo
1,501
54,417
19
Female
117,537
Single
0
Bachelor's
Self-Employed
52.933897
Urban
Premium
0
2
598
2
2021-06-06 15:21:39.082499
Average
No
Rarely
Condo
2,110
54,418
58
Male
2,570
Married
1
Bachelor's
null
21.664291
Rural
Comprehensive
4
2
703
9
2024-07-03 15:21:39.082499
Average
Yes
Daily
Apartment
1,653
54,419
36
Male
3,550
Married
1
Master's
Self-Employed
50.086493
Rural
Premium
2
14
536
2
2023-03-30 15:21:39.288099
Poor
No
Rarely
House
1,229
54,420
21
Male
32,524
Married
2
Master's
null
14.72317
Rural
Premium
null
12
515
4
2021-06-07 15:21:39.085129
Good
Yes
Weekly
Condo
325
54,421
49
Female
93,021
Married
0
Master's
Unemployed
20.45696
Urban
Basic
1
9
454
3
2022-03-16 15:21:39.123711
Average
No
Rarely
Apartment
2,269
54,422
21
Male
20,797
Married
4
PhD
Unemployed
28.359439
Rural
Comprehensive
1
8
807
5
2023-08-31 15:21:39.194829
Average
No
Daily
Condo
1,136
54,423
37
Male
28,408
Divorced
4
PhD
Unemployed
26.58984
Suburban
Basic
2
9
593
7
2020-06-09 15:21:39.098696
Good
Yes
Daily
House
1,797
54,424
60
Male
723
Single
3
Master's
Self-Employed
46.454845
Urban
Premium
3
18
null
3
2020-06-26 15:21:39.106582
Poor
No
Daily
Apartment
381
54,425
56
Female
11,122
Divorced
4
Master's
Unemployed
30.455065
Suburban
Comprehensive
null
11
665
5
2023-01-04 15:21:39.130190
Poor
Yes
Monthly
Condo
1,284
54,426
18
Female
17,132
Married
0
Bachelor's
null
18.543151
Rural
Premium
1
15
485
3
2020-11-22 15:21:39.155231
Good
Yes
Rarely
Apartment
34
54,427
56
Female
null
Single
1
High School
Self-Employed
18.151338
Urban
Comprehensive
1
19
333
7
2020-03-15 15:21:39.107553
Good
No
Monthly
Condo
263
54,428
23
Male
16,078
Married
4
Bachelor's
null
13.744334
Rural
Comprehensive
1
12
641
2
2023-09-24 15:21:39.155231
Average
Yes
Rarely
Apartment
1,298
54,429
45
Male
null
Married
4
High School
null
24.794031
Suburban
Comprehensive
0
9
408
9
2020-03-17 15:21:39.279729
Good
No
Daily
Apartment
49
54,430
39
Male
null
Divorced
0
Master's
null
29.822889
Suburban
Basic
2
0
537
6
2020-04-03 15:21:39.143708
Good
Yes
Monthly
Apartment
2,181
54,431
40
Female
27,984
Divorced
0
Bachelor's
Self-Employed
11.585569
Rural
Comprehensive
1
9
509
6
2021-07-21 15:21:39.131192
Average
No
Monthly
Condo
1,205
54,432
27
Female
28,215
Married
1
High School
Unemployed
43.149923
Urban
Premium
0
5
793
9
2024-05-25 15:21:39.281787
Good
No
Weekly
Condo
1,739
54,433
23
Male
138,611
Married
1
Bachelor's
Self-Employed
23.297537
Suburban
Comprehensive
1
6
451
8
2024-07-25 15:21:39.237118
Good
No
Monthly
House
753
54,434
51
Female
6,919
Divorced
0
Master's
Unemployed
14.446561
Urban
Basic
2
8
704
9
2020-08-10 15:21:39.188220
Poor
Yes
Weekly
Condo
686
54,435
19
Male
99,866
Single
null
PhD
Unemployed
3.619365
Suburban
Premium
1
17
738
2
2022-06-22 15:21:39.189223
Good
Yes
Monthly
House
239
54,436
52
Female
5,854
Divorced
3
PhD
null
27.141404
Urban
Comprehensive
1
10
839
8
2020-02-03 15:21:39.134960
null
No
Rarely
House
50
54,437
64
Female
17,072
Divorced
2
Bachelor's
null
10.879359
Rural
Premium
0
5
743
4
2021-02-02 15:21:39.113566
Good
No
Rarely
Condo
1,055
54,438
54
Female
627
Married
2
PhD
Unemployed
null
Urban
Premium
0
4
null
5
2023-05-06 15:21:39.185215
Poor
Yes
Weekly
Condo
889
54,439
52
Male
27,454
Divorced
1
PhD
Unemployed
8.770834
Suburban
Premium
1
14
626
3
2023-06-19 15:21:39.264504
Good
No
Rarely
House
103
54,440
57
Female
116,911
Single
1
High School
null
34.814674
Urban
Basic
2
3
449
3
2020-05-20 15:21:39.214388
Average
No
Weekly
Apartment
278
54,441
24
Male
61,101
Divorced
4
PhD
null
27.593166
Urban
Basic
0
0
305
4
2024-05-16 15:21:39.146733
Average
Yes
Rarely
House
614
54,442
51
Female
29,598
Single
4
Master's
Unemployed
23.168916
Suburban
Premium
1
12
837
3
2022-11-01 15:21:39.093681
Good
Yes
Rarely
Condo
27
54,443
40
Female
29,891
Divorced
null
High School
Unemployed
44.266961
Rural
Comprehensive
1
4
694
6
2020-03-22 15:21:39.123711
Average
No
Daily
Apartment
2,845
54,444
37
Male
39,079
Single
2
PhD
Employed
41.919567
Rural
Basic
0
6
632
3
2024-03-18 15:21:39.220389
Average
No
Daily
House
1,572
54,445
54
Male
19,376
Married
0
High School
Unemployed
18.53424
Rural
Comprehensive
2
15
478
8
2023-11-27 15:21:39.267454
Average
No
Monthly
House
1,486
54,446
30
Male
1,399
Married
2
Master's
null
36.162338
Urban
Comprehensive
null
19
524
2
2020-12-21 15:21:39.263607
Good
No
Rarely
Apartment
2,167
54,447
46
Male
10,929
Single
2
Bachelor's
Unemployed
10.75762
Rural
Basic
null
5
740
9
2023-05-11 15:21:39.201446
Average
Yes
Monthly
Apartment
589
54,448
30
Female
102,986
Married
0
PhD
null
null
Rural
Comprehensive
2
2
548
3
2024-05-15 15:21:39.129190
Average
Yes
Rarely
Condo
40
54,449
63
Female
5,860
Divorced
4
Bachelor's
Employed
30.097772
Suburban
Premium
1
10
629
3
2022-10-23 15:21:39.224915
Poor
No
Rarely
House
741
54,450
34
Female
37,139
Divorced
2
High School
Unemployed
31.717084
Suburban
Basic
0
3
null
4
2024-02-10 15:21:39.276901
Average
Yes
Daily
House
307
54,451
47
Male
43,490
Married
0
Master's
Self-Employed
10.37708
Urban
Premium
null
4
749
7
2022-07-01 15:21:39.226954
Poor
Yes
Rarely
House
846
54,452
25
Male
23,584
Divorced
2
Master's
Unemployed
null
Rural
Comprehensive
0
8
826
5
2023-08-08 15:21:39.280784
Good
Yes
Rarely
House
930
54,453
57
Female
25,000
Divorced
4
PhD
Self-Employed
21.926757
Urban
Comprehensive
null
0
607
3
2020-12-15 15:21:39.130190
Poor
Yes
Weekly
House
495
54,454
32
Male
4,824
Divorced
1
Bachelor's
null
8.886795
Suburban
Comprehensive
0
11
791
3
2022-06-28 15:21:39.212862
null
Yes
Monthly
Condo
785
54,455
44
Female
1,310
Single
3
PhD
Unemployed
29.395574
Rural
Basic
1
0
775
1
2020-08-12 15:21:39.288099
Poor
Yes
Monthly
House
1,881
54,456
57
Female
54,701
Married
2
Master's
Self-Employed
16.476028
Suburban
Basic
1
0
null
9
2019-09-30 15:21:39.155231
null
No
Daily
Condo
48
54,457
31
Male
82,275
Single
4
PhD
null
12.567777
Suburban
Premium
1
2
456
2
2020-09-12 15:21:39.258696
Average
Yes
Monthly
Condo
1,518
54,458
61
Female
15,419
Married
4
PhD
null
31.097984
Rural
Basic
1
19
452
8
2020-11-26 15:21:39.087123
Good
Yes
Daily
House
2,677
54,459
33
Female
16,696
Single
4
Master's
Unemployed
19.908477
Suburban
Comprehensive
3
5
619
8
2022-09-08 15:21:39.256696
null
No
Monthly
Condo
3,137
54,460
null
Female
14,410
Married
1
PhD
Unemployed
30.755876
Suburban
Comprehensive
0
10
626
6
2021-11-30 15:21:39.274993
Poor
No
Daily
Apartment
2,026
54,461
null
Female
26,650
null
0
High School
Self-Employed
21.265481
Urban
Premium
null
13
548
8
2022-01-07 15:21:39.264504
Average
No
Daily
Condo
1,713
54,462
34
Female
23,108
Single
3
Bachelor's
Unemployed
19.155426
Suburban
Premium
1
15
843
9
2022-05-24 15:21:39.192212
Average
No
Weekly
Apartment
1,383
54,463
46
Female
575
Divorced
2
High School
null
3.670721
Suburban
Comprehensive
2
17
617
2
2024-01-31 15:21:39.237118
Average
No
Weekly
Apartment
524
54,464
28
Male
11,788
Single
0
Bachelor's
Unemployed
39.177469
Suburban
Basic
null
18
673
6
2021-04-01 15:21:39.164044
Good
No
Rarely
Apartment
1,432
54,465
40
Female
96,623
Divorced
0
High School
Unemployed
51.95923
Rural
Premium
0
4
744
4
2020-12-19 15:21:39.172097
Good
No
Daily
Apartment
657
54,466
20
Female
37,389
Married
2
Master's
Employed
9.556889
Urban
Basic
1
9
513
2
2020-02-02 15:21:39.079128
Good
No
Monthly
Apartment
723
54,467
33
Male
1,283
Married
4
Bachelor's
Unemployed
25.593556
Suburban
Basic
1
16
319
1
2020-05-06 15:21:39.122134
Average
No
Rarely
Apartment
1,472
54,468
54
Male
38,991
Married
1
Master's
Unemployed
24.749177
Rural
Comprehensive
null
2
null
8
2021-07-27 15:21:39.192212
Good
No
Rarely
Condo
45
54,469
31
Female
15,886
Married
4
PhD
Employed
26.994439
Rural
Basic
3
14
511
3
2020-08-07 15:21:39.290098
Good
No
Monthly
Condo
1,281
54,470
38
Female
43,828
Married
4
High School
null
14.829333
Rural
Premium
1
5
null
3
2022-11-20 15:21:39.180553
Good
Yes
Monthly
House
489
54,471
null
Female
118,903
Single
1
PhD
null
38.054913
Suburban
Comprehensive
null
2
427
4
2021-09-21 15:21:39.231531
Poor
Yes
Rarely
Condo
454
54,472
25
Male
1,576
Married
0
Bachelor's
null
28.746148
Urban
Comprehensive
0
17
809
2
2021-07-08 15:21:39.283783
Poor
No
Weekly
Condo
25
54,473
57
Male
25,265
Married
3
High School
Self-Employed
6.160962
Suburban
Basic
0
8
603
4
2020-12-13 15:21:39.093681
Poor
No
Weekly
Condo
476
54,474
47
Male
16,109
Single
2
Bachelor's
null
27.450075
Suburban
Basic
1
7
796
7
2021-06-19 15:21:39.172097
Average
Yes
Daily
Condo
1,559
54,475
38
Female
78,844
Married
3
High School
null
25.270741
Rural
Comprehensive
2
6
776
6
2022-05-02 15:21:39.155231
null
Yes
Monthly
Condo
1,236
54,476
59
Female
90,563
Single
3
Master's
Self-Employed
11.594913
Urban
Premium
null
15
376
3
2022-04-08 15:21:39.189223
Good
No
Weekly
Condo
562
54,477
18
Female
111,933
Divorced
3
High School
Self-Employed
13.926372
Rural
Comprehensive
null
12
437
6
2023-04-08 15:21:39.182597
Good
No
Weekly
House
861
54,478
30
Female
70,579
Divorced
0
Master's
Self-Employed
43.984017
Suburban
Basic
0
14
439
3
2020-09-03 15:21:39.174719
Poor
No
Weekly
Condo
822
54,479
62
Female
35,316
Single
4
Master's
Unemployed
49.912369
Suburban
Basic
null
9
507
1
2022-04-03 15:21:39.085129
Average
Yes
Daily
Apartment
3,284
54,480
40
Male
82,995
Married
1
PhD
null
26.61583
Rural
Premium
1
3
830
9
2019-10-07 15:21:39.190215
Good
Yes
Weekly
House
2,950
54,481
58
Male
6,568
Married
3
PhD
null
28.938491
Rural
Comprehensive
0
9
547
2
2020-01-28 15:21:39.237118
Average
Yes
Weekly
Condo
721
54,482
43
Male
117,535
Divorced
0
Bachelor's
Self-Employed
23.234413
Rural
Basic
2
1
626
9
2023-07-30 15:21:39.122134
Average
Yes
Daily
Condo
2,089
54,483
34
Male
82,888
Single
4
High School
null
51.676963
Urban
Comprehensive
3
2
527
5
2021-07-22 15:21:39.096739
Good
Yes
Rarely
Condo
1,604
54,484
61
Male
1,349
Single
0
PhD
Employed
26.891878
Urban
Premium
null
15
598
2
2023-09-12 15:21:39.152732
Poor
No
Rarely
Condo
2,136
54,485
25
Female
4,622
Divorced
3
Bachelor's
Employed
15.393703
Urban
Comprehensive
0
15
652
2
2021-02-15 15:21:39.091080
Poor
Yes
Daily
House
3,836
54,486
62
Male
23,100
Married
2
Bachelor's
Self-Employed
32.907665
Urban
Premium
null
19
567
1
2023-10-30 15:21:39.134960
Poor
No
Rarely
Apartment
554
54,487
51
Male
22,780
Divorced
3
PhD
Self-Employed
29.010636
Urban
Comprehensive
2
19
548
9
2020-11-03 15:21:39.172097
Average
Yes
Rarely
Condo
1,217
54,488
33
Female
102,304
Single
0
Master's
Self-Employed
5.049541
Suburban
Basic
1
10
778
2
2024-05-08 15:21:39.237118
Poor
No
Monthly
House
135
54,489
38
Female
93,693
Married
0
High School
Self-Employed
10.944449
Urban
Basic
2
19
797
1
2024-03-06 15:21:39.148733
Poor
No
Weekly
Condo
152
54,490
44
Female
58,822
Divorced
4
PhD
Employed
10.927572
Rural
Premium
null
13
404
9
2021-04-03 15:21:39.095696
Average
Yes
Rarely
Condo
94
54,491
38
Male
18,194
Married
3
Bachelor's
null
16.490926
Rural
Comprehensive
0
2
622
5
2020-03-14 15:21:39.094752
Average
No
Rarely
Condo
1,205
54,492
37
Male
15,897
Single
1
Master's
Employed
null
Rural
Comprehensive
null
4
688
9
2022-05-24 15:21:39.124659
Average
Yes
Daily
Apartment
893
54,493
55
Male
73,848
Divorced
null
PhD
Unemployed
22.457214
Suburban
Premium
2
2
802
1
2024-03-21 15:21:39.155231
null
No
Weekly
House
731
54,494
25
Female
7,832
Divorced
4
Master's
null
23.570865
Rural
Premium
null
4
675
1
2022-11-24 15:21:39.134960
Average
No
Monthly
Condo
1,089
54,495
56
Male
39,091
Married
0
PhD
Unemployed
17.956331
Urban
Premium
null
19
627
8
2021-12-09 15:21:39.092127
Average
No
Weekly
Apartment
708
54,496
27
Female
1,378
Single
2
High School
null
26.637797
Urban
Comprehensive
1
17
486
5
2023-10-12 15:21:39.079128
Average
No
Daily
Condo
3,630
54,497
18
Female
3,142
Married
null
Master's
Unemployed
22.327815
Urban
Basic
1
3
478
6
2022-12-22 15:21:39.237118
Average
Yes
Daily
House
1,336
54,498
63
Female
133,463
Divorced
2
Master's
Self-Employed
15.745548
Suburban
Premium
0
1
null
5
2024-02-08 15:21:39.252145
Good
Yes
Daily
Condo
391
54,499
37
Female
21,386
Single
3
High School
Employed
38.981222
Urban
Premium
0
2
798
4
2021-06-19 15:21:39.193945
null
Yes
Rarely
Condo
292