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
21,400
49
Male
54,970
null
4
PhD
null
47.764322
Suburban
Basic
null
4
497
7
2022-09-09 15:21:39.087123
null
Yes
Monthly
Condo
214
21,401
51
Male
57,589
Married
1
High School
Employed
26.574165
Suburban
Basic
1
18
346
2
2023-07-27 15:21:39.145732
Good
No
Weekly
Condo
1,398
21,402
40
Female
72,946
Single
null
High School
Employed
38.256844
Urban
Premium
0
7
433
6
2023-12-27 15:21:39.181605
Good
No
Rarely
House
1,055
21,403
44
Female
16,109
Married
2
High School
Employed
37.074854
Urban
Comprehensive
2
16
830
1
2020-08-16 15:21:39.100695
Poor
Yes
Daily
House
517
21,404
57
Male
35,113
null
0
Master's
Self-Employed
21.811506
Rural
Basic
null
7
591
8
2020-07-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
710
21,405
48
Female
35,118
Divorced
3
PhD
Unemployed
19.273424
Rural
Premium
null
17
442
2
2021-03-12 15:21:39.134960
Good
Yes
Daily
House
1,257
21,406
25
Male
2,762
Single
0
High School
Employed
17.243768
Suburban
Comprehensive
null
10
390
3
2021-02-24 15:21:39.134960
Good
Yes
Daily
Condo
582
21,407
18
Female
5,865
Single
1
Bachelor's
Unemployed
15.643711
Urban
Basic
null
12
585
8
2021-10-13 15:21:39.187211
Good
No
Daily
Apartment
2,482
21,408
20
Male
131,484
Divorced
3
Master's
Employed
45.481557
Urban
Comprehensive
2
16
319
2
2023-12-26 15:21:39.174719
Good
Yes
Daily
House
661
21,409
31
Male
109,713
Divorced
null
Bachelor's
Self-Employed
3.291606
Suburban
Basic
2
9
446
6
2022-04-19 15:21:39.260856
Poor
Yes
Rarely
Apartment
1,432
21,410
25
Female
64,849
Divorced
4
Bachelor's
Employed
20.894824
Rural
Basic
0
12
824
2
2023-04-17 15:21:39.155231
Poor
No
Monthly
Apartment
198
21,411
62
Male
95,567
Single
2
Master's
null
33.082517
Urban
Basic
3
3
653
5
2020-01-16 15:21:39.225916
Poor
Yes
Daily
Apartment
49
21,412
37
Female
43,834
Single
2
High School
Self-Employed
26.567997
Suburban
Premium
1
13
598
6
2020-07-03 15:21:39.114118
Average
Yes
Monthly
House
479
21,413
22
Female
40,351
Single
1
High School
null
35.93558
Suburban
Comprehensive
null
16
692
2
2023-01-29 15:21:39.244069
Poor
Yes
Weekly
Condo
2,355
21,414
55
Male
1,460
Divorced
1
PhD
Employed
null
Suburban
Premium
null
6
null
6
2023-11-26 15:21:39.223901
Average
Yes
Weekly
Condo
711
21,415
57
Male
6,051
Divorced
2
PhD
Unemployed
48.914222
Rural
Premium
null
11
761
7
2020-04-15 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,430
21,416
21
Male
24,603
Divorced
4
Master's
null
39.59077
Urban
Basic
0
13
688
7
2021-02-08 15:21:39.257696
Average
No
Weekly
House
921
21,417
62
Female
27,349
Divorced
3
High School
Self-Employed
12.351379
Urban
Basic
null
4
534
4
2023-03-26 15:21:39.283783
Good
Yes
Rarely
House
1,748
21,418
39
Female
12,094
Divorced
2
High School
Unemployed
37.823106
Rural
Premium
0
17
831
9
2024-02-22 15:21:39.155231
Average
Yes
Daily
Condo
1,673
21,419
40
Male
27,114
Single
1
High School
Self-Employed
13.239864
Suburban
Basic
2
4
761
2
2023-06-17 15:21:39.226954
Good
No
Monthly
House
1,705
21,420
30
Female
27,863
Divorced
2
Bachelor's
null
9.019718
Rural
Basic
null
12
null
9
2023-03-21 15:21:39.281787
Good
Yes
Daily
House
2,179
21,421
28
Female
20,448
Single
4
Bachelor's
null
23.338847
Urban
Basic
2
3
683
8
2024-01-30 15:21:39.155231
Average
Yes
Weekly
House
39
21,422
42
Male
84,476
Divorced
null
Bachelor's
Employed
51.586496
Urban
Basic
0
8
683
8
2023-08-11 15:21:39.155231
Good
No
Daily
Apartment
693
21,423
40
Male
45,897
Divorced
4
Master's
null
30.966312
Suburban
Comprehensive
null
18
748
4
2023-02-13 15:21:39.081504
Good
Yes
Monthly
House
133
21,424
37
Male
54,474
Married
1
Bachelor's
Unemployed
19.025867
Rural
Premium
2
6
338
4
2023-01-23 15:21:39.098696
Good
Yes
Monthly
Condo
919
21,425
64
Male
492
Married
4
Bachelor's
Unemployed
23.352371
Urban
Premium
2
8
null
6
2024-04-26 15:21:39.155231
Poor
No
Rarely
House
686
21,426
21
Male
36,115
Married
4
Bachelor's
Employed
3.967438
Suburban
Basic
null
0
779
4
2020-03-16 15:21:39.245086
Poor
No
Monthly
Condo
495
21,427
60
Female
56,433
Single
0
Bachelor's
null
23.334316
Urban
Comprehensive
0
13
634
1
2021-10-19 15:21:39.154008
Poor
Yes
Weekly
Apartment
267
21,428
45
Female
39,082
Single
2
PhD
Unemployed
null
Suburban
Comprehensive
0
6
580
3
2022-03-20 15:21:39.134960
Poor
No
Daily
House
811
21,429
21
Female
82,946
Married
1
Master's
Employed
23.902122
Rural
Premium
1
3
438
7
2021-09-01 15:21:39.155231
Poor
Yes
Daily
Condo
2,212
21,430
29
Male
11,518
Married
3
PhD
Self-Employed
39.446876
Suburban
Comprehensive
null
1
718
8
2020-04-01 15:21:39.132191
Average
Yes
Daily
Apartment
450
21,431
21
Female
14,791
Married
1
Bachelor's
Self-Employed
51.331035
Rural
Premium
null
10
574
7
2023-10-20 15:21:39.237118
Average
Yes
Rarely
Apartment
796
21,432
41
Male
17,961
Married
1
Master's
Self-Employed
22.692024
Rural
Premium
0
6
437
8
2022-08-17 15:21:39.155231
Good
Yes
Weekly
House
533
21,433
45
Female
4,749
Single
1
Master's
Self-Employed
50.571837
Urban
Comprehensive
1
11
792
7
2024-05-15 15:21:39.237118
Poor
Yes
Daily
Apartment
2,196
21,434
60
Female
28,991
Single
4
High School
Unemployed
45.641799
Suburban
Basic
1
7
608
4
2022-12-04 15:21:39.134960
Good
Yes
Monthly
Apartment
1,126
21,435
26
Female
null
Divorced
1
Bachelor's
Unemployed
27.947772
Urban
Premium
null
14
790
1
2021-12-28 15:21:39.134960
Poor
No
Rarely
Apartment
311
21,436
23
Female
5,241
Married
3
Master's
Self-Employed
41.749457
Rural
Basic
0
4
null
7
2022-07-05 15:21:39.230483
Average
No
Rarely
House
507
21,437
null
Male
24,885
Single
3
PhD
Unemployed
22.493054
Rural
Premium
null
16
678
9
2020-10-30 15:21:39.220389
Poor
No
Weekly
Condo
2,871
21,438
53
Male
37,295
Divorced
1
Master's
Self-Employed
15.717628
Suburban
Premium
0
13
549
3
2024-05-28 15:21:39.248098
Poor
No
Rarely
Condo
454
21,439
44
Male
71,058
Single
0
Master's
null
35.788434
Urban
Comprehensive
null
16
771
7
2022-08-19 15:21:39.256696
Average
Yes
Monthly
House
50
21,440
51
Male
5,737
Married
1
Bachelor's
null
null
Suburban
Basic
0
15
462
3
2023-01-20 15:21:39.283783
Poor
No
Weekly
Condo
828
21,441
22
Female
45,388
Married
0
Master's
null
16.814103
Suburban
Comprehensive
1
13
521
1
2022-06-27 15:21:39.251142
Average
No
Weekly
Apartment
2,098
21,442
46
Female
41,179
Divorced
3
Bachelor's
Employed
32.7141
Suburban
Premium
null
13
723
2
2024-05-04 15:21:39.206847
Poor
Yes
Rarely
House
876
21,443
42
Male
99,854
Divorced
4
Bachelor's
Employed
24.837987
Urban
Basic
1
4
460
4
2021-02-19 15:21:39.249100
Poor
Yes
Rarely
Apartment
2,869
21,444
49
Male
39,451
Divorced
4
PhD
Self-Employed
26.139976
Rural
Premium
5
4
546
5
2021-08-05 15:21:39.212862
Good
Yes
Weekly
House
438
21,445
56
Female
50,831
Married
4
Master's
Unemployed
51.751212
Urban
Basic
1
10
507
4
2022-03-23 15:21:39.088124
Good
No
Rarely
Apartment
832
21,446
28
Female
8,096
Divorced
2
Bachelor's
Self-Employed
null
Rural
Premium
null
17
585
9
2022-05-23 15:21:39.121169
Average
Yes
Weekly
Apartment
531
21,447
29
Female
18,509
Married
1
Master's
Employed
23.81602
Urban
Basic
0
2
null
7
2022-07-19 15:21:39.154008
Average
No
Rarely
Apartment
250
21,448
52
Male
3,210
Married
3
High School
Unemployed
46.61574
Urban
Premium
null
13
415
6
2020-06-15 15:21:39.122134
Poor
Yes
Daily
Condo
2,417
21,449
null
Female
8,684
Married
1
Master's
Unemployed
7.938555
Urban
Comprehensive
null
2
682
3
2023-09-19 15:21:39.274993
null
No
Weekly
Apartment
935
21,450
63
Female
88,790
Divorced
2
High School
null
14.738285
Suburban
Comprehensive
2
18
398
7
2023-04-30 15:21:39.079128
Good
No
Weekly
Apartment
190
21,451
45
Female
49,737
Married
0
High School
Employed
51.869046
Urban
Comprehensive
null
16
847
2
2022-11-15 15:21:39.134960
Good
No
Daily
House
1,201
21,452
33
Male
94,933
Single
3
Bachelor's
null
11.13777
Urban
Premium
null
3
452
7
2021-02-19 15:21:39.182597
Poor
No
Rarely
Condo
854
21,453
27
Male
2,864
Divorced
4
Bachelor's
null
32.782229
Urban
Basic
1
13
340
1
2022-11-28 15:21:39.098696
Poor
Yes
Monthly
Condo
872
21,454
31
Male
40,525
Divorced
0
PhD
Unemployed
15.189032
Urban
Basic
0
1
null
1
2024-01-22 15:21:39.232526
Good
Yes
Weekly
Apartment
869
21,455
21
Male
30,678
Married
4
PhD
Self-Employed
9.966778
Urban
Comprehensive
1
2
766
9
2024-02-14 15:21:39.134960
Good
No
Daily
Condo
871
21,456
33
Male
1,068
Divorced
1
PhD
Employed
30.853203
Urban
Basic
2
1
null
6
2023-09-27 15:21:39.081504
Good
Yes
Rarely
House
694
21,457
28
Male
43,891
Married
2
Master's
Unemployed
35.908702
Urban
Premium
0
6
null
7
2023-02-19 15:21:39.194829
Poor
No
Monthly
House
830
21,458
18
Male
13,982
Divorced
3
PhD
Unemployed
15.900055
Urban
Premium
null
14
566
9
2020-11-20 15:21:39.155231
Average
Yes
Weekly
Apartment
2,832
21,459
33
Female
5,824
Divorced
4
High School
null
29.918789
Rural
Premium
2
2
612
2
2024-06-03 15:21:39.218388
Good
Yes
Rarely
Condo
2,446
21,460
20
Female
33,420
Married
3
High School
null
27.566254
Suburban
Basic
null
9
495
9
2021-07-16 15:21:39.092127
Good
No
Monthly
House
188
21,461
18
Male
3,717
Single
4
Master's
Self-Employed
47.827554
Urban
Basic
1
10
null
6
2020-03-03 15:21:39.181605
Good
Yes
Rarely
Condo
3,547
21,462
44
Female
36,193
Single
3
Master's
Employed
26.051459
Urban
Comprehensive
0
9
616
1
2024-02-19 15:21:39.272456
Poor
No
Daily
Apartment
916
21,463
30
Male
71,653
Divorced
2
PhD
null
42.187738
Suburban
Comprehensive
2
19
null
7
2023-11-26 15:21:39.163910
null
Yes
Monthly
Condo
1,852
21,464
43
Male
32,596
Single
2
High School
Unemployed
14.958362
Rural
Comprehensive
null
12
491
9
2023-04-06 15:21:39.237118
Good
Yes
Weekly
Apartment
1,284
21,465
61
Female
564
Single
4
Master's
Self-Employed
32.735222
Suburban
Premium
2
3
686
2
2023-11-08 15:21:39.111551
null
Yes
Daily
Condo
26
21,466
62
Male
61,541
Single
1
Master's
Self-Employed
33.664796
Rural
Comprehensive
2
8
387
7
2024-01-18 15:21:39.123711
Good
No
Rarely
Apartment
35
21,467
47
Male
34,403
Single
4
Master's
Unemployed
9.933167
Urban
Comprehensive
1
0
565
8
2024-01-23 15:21:39.208842
Poor
No
Daily
Condo
1,593
21,468
50
Female
101,837
Divorced
0
Bachelor's
Unemployed
14.883581
Rural
Comprehensive
null
3
382
8
2022-05-25 15:21:39.205850
Good
Yes
Monthly
Apartment
1,309
21,469
63
Male
6,928
Single
4
PhD
null
47.115047
Rural
Comprehensive
null
5
379
7
2024-03-12 15:21:39.226954
Average
No
Daily
House
1,639
21,470
43
Female
5,984
Single
2
Bachelor's
null
18.795712
Suburban
Premium
1
8
494
3
2021-09-08 15:21:39.092127
Good
No
Weekly
House
1,388
21,471
51
Male
116,063
Divorced
1
Bachelor's
Self-Employed
null
Urban
Comprehensive
0
19
571
9
2021-12-08 15:21:39.155231
null
Yes
Monthly
Apartment
619
21,472
35
Female
30,995
Married
3
PhD
null
34.275523
Suburban
Comprehensive
null
12
556
1
2023-07-13 15:21:39.134960
Good
No
Monthly
Condo
1,733
21,473
38
Male
36,652
Married
0
High School
Self-Employed
13.788956
Rural
Basic
1
7
733
5
2022-07-23 15:21:39.144722
Good
No
Daily
Condo
236
21,474
52
Female
38,612
Single
3
PhD
Self-Employed
null
Suburban
Comprehensive
1
11
765
5
2023-07-05 15:21:39.181605
Good
No
Weekly
House
2,046
21,475
38
Male
825
null
0
Master's
null
36.28167
Urban
Basic
null
8
825
4
2022-11-05 15:21:39.257696
Poor
Yes
Daily
Apartment
1,434
21,476
64
Male
35,692
Divorced
4
Bachelor's
Employed
47.441258
Rural
Comprehensive
0
1
743
5
2020-09-19 15:21:39.237118
Good
No
Rarely
Apartment
2,537
21,477
56
Female
124
Married
3
High School
null
15.904679
Rural
Premium
2
2
654
2
2019-08-31 15:21:39.155231
null
Yes
Weekly
House
52
21,478
40
Female
1,029
Divorced
2
High School
null
null
Suburban
Premium
1
14
614
6
2022-06-22 15:21:39.134960
Average
Yes
Monthly
House
24
21,479
25
Male
127,776
Married
1
High School
null
18.988122
Rural
Basic
null
11
646
3
2021-12-10 15:21:39.149731
Average
No
Weekly
Apartment
269
21,480
42
Female
101,724
Married
null
High School
Employed
33.261627
Suburban
Premium
null
4
364
4
2022-08-30 15:21:39.149731
null
No
Daily
House
28
21,481
24
Male
5,865
Divorced
2
PhD
null
26.977632
Rural
Premium
null
12
538
9
2024-05-17 15:21:39.279729
Average
No
Daily
House
600
21,482
42
Female
14,444
Single
2
High School
Unemployed
30.849079
Urban
Basic
1
14
580
6
2020-10-18 15:21:39.155231
Good
No
Weekly
Condo
1,458
21,483
41
Female
68,800
Divorced
1
Master's
Employed
16.953037
Rural
Comprehensive
0
12
333
7
2022-10-29 15:21:39.176717
Good
No
Rarely
House
783
21,484
42
Male
86,672
Single
4
Master's
null
23.78224
Suburban
Premium
2
11
596
8
2021-10-09 15:21:39.126661
Good
No
Weekly
Apartment
37
21,485
53
Male
37,605
Married
4
Master's
null
16.635465
Suburban
Premium
1
6
723
7
2021-07-10 15:21:39.149731
Average
No
Weekly
Apartment
710
21,486
50
Female
9,072
Single
1
High School
Employed
31.539482
Rural
Premium
null
16
647
5
2023-01-15 15:21:39.106582
Poor
No
Rarely
Apartment
1,531
21,487
30
Male
null
Married
1
PhD
Unemployed
15.865345
Rural
Comprehensive
null
17
506
6
2020-01-18 15:21:39.175719
Poor
Yes
Rarely
House
2,051
21,488
37
Female
30,018
Single
2
High School
Employed
31.656678
Rural
Premium
0
1
null
5
2024-08-02 15:21:39.150730
Average
No
Weekly
Condo
991
21,489
42
Female
7,062
Divorced
3
PhD
Self-Employed
26.75746
Urban
Comprehensive
0
19
750
3
2020-06-10 15:21:39.237118
Good
Yes
Daily
Apartment
1,516
21,490
40
Male
37,486
Married
0
PhD
null
22.935988
Rural
Basic
0
18
594
2
2022-04-24 15:21:39.134960
Good
No
Rarely
Condo
25
21,491
28
Male
56,820
Divorced
4
Bachelor's
Self-Employed
12.039323
Urban
Premium
1
10
512
2
2024-02-07 15:21:39.155231
null
Yes
Monthly
House
3,129
21,492
31
Female
23,168
Married
0
PhD
Employed
38.752583
Urban
Comprehensive
null
19
626
3
2021-07-16 15:21:39.185215
Average
No
Weekly
House
3,177
21,493
61
Male
1,420
Single
1
PhD
Self-Employed
23.992657
Suburban
Basic
null
14
636
8
2024-05-28 15:21:39.226954
Good
No
Monthly
Apartment
101
21,494
null
Male
125,549
Single
4
PhD
Employed
7.837809
Suburban
Premium
0
14
null
3
2022-11-23 15:21:39.221386
Average
No
Daily
Condo
343
21,495
48
Male
667
Single
3
PhD
null
44.784042
Suburban
Basic
2
6
611
9
2023-09-16 15:21:39.167099
Poor
No
Daily
Apartment
2,835
21,496
37
Male
33,125
Married
2
Master's
Self-Employed
11.974254
Rural
Basic
1
3
782
9
2021-12-12 15:21:39.154008
Poor
Yes
Rarely
House
442
21,497
43
Male
27,349
Divorced
3
High School
Employed
32.691954
Rural
Basic
null
9
493
6
2024-02-02 15:21:39.209847
Average
Yes
Rarely
Condo
562
21,498
25
Male
null
Married
0
Bachelor's
Unemployed
35.443547
Rural
Comprehensive
null
2
382
2
2020-01-07 15:21:39.172097
Average
No
Daily
Apartment
983
21,499
51
Male
3,542
Divorced
0
Master's
Self-Employed
null
Rural
Basic
1
17
576
8
2020-10-01 15:21:39.171102
Poor
No
Weekly
Condo
772