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
1,179,400
57
Male
1,025
Divorced
3
High School
Employed
null
Suburban
Comprehensive
0
3
651
4
2020-02-29 15:21:39.134960
Good
Yes
Daily
House
1,310
1,179,401
39
Male
89,600
Divorced
3
Master's
Unemployed
26.781177
Rural
Comprehensive
1
16
833
2
2022-11-14 15:21:39.098696
Average
Yes
Weekly
House
342
1,179,402
59
Male
10,932
Divorced
1
Master's
Unemployed
12.099546
Suburban
Comprehensive
null
5
793
1
2022-11-08 15:21:39.276901
Average
No
Weekly
House
1,089
1,179,403
55
Male
6,839
Single
0
PhD
Employed
24.673776
Suburban
Premium
0
5
543
8
2022-06-04 15:21:39.204790
Poor
Yes
Daily
Apartment
708
1,179,404
44
Male
2,592
Married
3
Bachelor's
null
38.70102
Suburban
Premium
0
7
373
7
2020-07-02 15:21:39.092127
Average
Yes
Rarely
Apartment
3,466
1,179,405
28
Male
14,058
Married
4
Master's
Employed
11.593092
Urban
Basic
null
0
602
4
2024-02-05 15:21:39.147735
Average
No
Monthly
House
1,821
1,179,406
53
Male
20,245
Divorced
0
PhD
Self-Employed
33.935817
Urban
Comprehensive
null
2
759
5
2019-12-04 15:21:39.183598
Poor
Yes
Daily
House
639
1,179,407
58
Female
35,473
Divorced
4
Bachelor's
Unemployed
35.564108
Suburban
Basic
0
7
748
6
2023-04-15 15:21:39.096739
Poor
Yes
Rarely
Apartment
1,976
1,179,408
49
Male
85,710
Single
3
Bachelor's
null
9.835886
Rural
Basic
0
18
770
6
2023-08-05 15:21:39.107553
Poor
No
Daily
Condo
48
1,179,409
53
Female
23,083
Married
2
High School
Employed
20.812987
Suburban
Basic
null
16
326
1
2023-03-22 15:21:39.189223
Poor
Yes
Monthly
Condo
2,814
1,179,410
46
Male
null
Married
2
Bachelor's
Employed
17.484206
Suburban
Comprehensive
null
9
472
7
2020-07-31 15:21:39.126661
Good
Yes
Weekly
Apartment
110
1,179,411
33
Female
29,474
Married
3
PhD
Self-Employed
12.288932
Suburban
Comprehensive
null
10
null
9
2023-09-10 15:21:39.134960
Good
No
Weekly
Condo
1,348
1,179,412
51
Male
2,369
Single
2
High School
Employed
18.910931
Urban
Comprehensive
1
15
null
1
2019-09-12 15:21:39.106582
Average
No
Rarely
House
1,543
1,179,413
60
Female
34,403
Married
3
Master's
null
null
Urban
Basic
null
15
null
3
2022-12-25 15:21:39.104139
Average
Yes
Rarely
House
1,444
1,179,414
34
Female
6,909
Married
1
Bachelor's
Employed
14.460571
Suburban
Comprehensive
2
18
713
8
2020-12-03 15:21:39.155231
Average
Yes
Daily
Condo
1,615
1,179,415
42
Male
33,134
Married
4
Bachelor's
null
19.091556
Rural
Comprehensive
0
11
648
6
2024-03-02 15:21:39.155231
Poor
Yes
Weekly
House
552
1,179,416
54
Female
69,430
Single
3
PhD
Unemployed
50.735945
Rural
Premium
1
2
442
1
2021-01-03 15:21:39.192212
Average
Yes
Daily
House
669
1,179,417
55
Female
18,368
Married
2
Master's
null
15.055531
Rural
Basic
1
11
632
2
2020-09-05 15:21:39.237118
Average
No
Daily
House
837
1,179,418
34
Male
44,100
Divorced
0
PhD
Unemployed
32.982074
Suburban
Basic
1
6
847
3
2023-05-14 15:21:39.192212
Good
Yes
Rarely
Apartment
1,302
1,179,419
63
Male
638
Single
0
Master's
null
null
Rural
Basic
2
12
653
1
2021-10-12 15:21:39.084065
Good
No
Weekly
Condo
722
1,179,420
41
Female
1,589
Married
2
Bachelor's
null
34.827648
Suburban
Comprehensive
2
6
643
1
2020-01-17 15:21:39.155231
Good
Yes
Daily
House
1,646
1,179,421
28
Male
16,210
Divorced
3
PhD
Employed
27.694099
Rural
Basic
null
1
439
3
2023-05-07 15:21:39.123711
Poor
No
Daily
House
3,264
1,179,422
42
Male
116,778
Single
4
High School
null
22.644067
Rural
Comprehensive
1
9
402
9
2021-09-21 15:21:39.237118
Poor
No
Monthly
Condo
956
1,179,423
34
Female
31,753
Single
0
PhD
Self-Employed
35.771308
Rural
Premium
null
11
431
3
2024-08-14 15:21:39.279729
Poor
No
Rarely
Condo
216
1,179,424
32
Female
124,977
Single
0
PhD
Unemployed
9.03867
Urban
Comprehensive
0
6
685
4
2020-03-25 15:21:39.288099
Average
Yes
Daily
House
153
1,179,425
52
Male
29,046
Divorced
3
High School
Unemployed
32.067928
Urban
Premium
1
6
372
2
2023-10-31 15:21:39.185215
Average
No
Monthly
Condo
1,945
1,179,426
27
Female
87,046
Married
null
PhD
null
8.714905
Suburban
Premium
null
1
560
6
2021-11-12 15:21:39.280784
Good
No
Monthly
House
306
1,179,427
57
Male
25,441
Divorced
3
Master's
null
20.783059
Urban
Basic
1
3
846
7
2023-08-29 15:21:39.233485
Average
No
Monthly
House
1,081
1,179,428
41
Female
45,754
Married
3
High School
Self-Employed
24.783969
Urban
Comprehensive
1
1
566
6
2022-05-12 15:21:39.125660
Poor
Yes
Monthly
Condo
614
1,179,429
24
Male
5,730
Divorced
0
High School
Employed
43.869713
Rural
Basic
1
17
562
6
2022-08-12 15:21:39.206847
Average
No
Rarely
Condo
814
1,179,430
44
Female
29,861
Single
1
Bachelor's
Unemployed
25.994356
Urban
Comprehensive
null
5
441
2
2021-01-23 15:21:39.201446
Good
Yes
Weekly
Apartment
122
1,179,431
46
Male
30,754
Single
4
High School
null
33.331028
Rural
Premium
null
5
677
9
2022-04-25 15:21:39.166062
Good
Yes
Monthly
Apartment
24
1,179,432
27
Male
16,092
Married
1
Bachelor's
null
31.452725
Rural
Basic
null
13
647
4
2021-10-24 15:21:39.176717
Good
Yes
Daily
Apartment
1,151
1,179,433
22
Male
39,042
Divorced
0
Bachelor's
Self-Employed
12.792529
Suburban
Comprehensive
1
13
521
2
2023-06-15 15:21:39.155231
Average
Yes
Monthly
Apartment
1,219
1,179,434
31
Male
46,085
Married
0
PhD
Employed
28.639455
Suburban
Basic
3
18
511
4
2023-12-27 15:21:39.090124
Poor
Yes
Monthly
Apartment
924
1,179,435
56
Male
3,933
Divorced
1
Bachelor's
Unemployed
31.682078
Rural
Premium
1
6
433
3
2021-05-05 15:21:39.279729
Average
Yes
Weekly
House
622
1,179,436
21
Male
875
Married
0
Master's
Self-Employed
6.944833
Suburban
Premium
null
19
412
3
2021-02-19 15:21:39.279729
Poor
No
Weekly
Apartment
241
1,179,437
40
Female
55,806
Single
1
High School
Unemployed
29.494314
Rural
Basic
1
13
503
3
2023-01-22 15:21:39.270454
null
No
Daily
Condo
101
1,179,438
22
Male
27,027
Divorced
1
High School
Employed
16.064493
Suburban
Comprehensive
null
3
572
4
2020-01-01 15:21:39.134960
Average
Yes
Daily
Apartment
1,580
1,179,439
41
Female
18,087
Divorced
3
High School
Self-Employed
36.611189
Rural
Comprehensive
1
15
748
5
2023-05-13 15:21:39.134960
Average
Yes
Daily
Apartment
910
1,179,440
64
Male
23,584
Single
1
High School
Employed
null
Urban
Comprehensive
1
13
516
6
2021-01-09 15:21:39.219432
Good
Yes
Daily
Condo
772
1,179,441
26
Male
14,098
Divorced
4
Master's
Self-Employed
null
Rural
Comprehensive
1
4
682
3
2023-01-21 15:21:39.134960
Average
No
Weekly
Apartment
930
1,179,442
37
Male
1,139
Single
3
Bachelor's
Employed
null
Urban
Comprehensive
0
6
734
7
2022-01-24 15:21:39.172097
Average
Yes
Rarely
House
790
1,179,443
45
Female
4,829
Divorced
2
PhD
null
16.817181
Suburban
Premium
1
0
757
5
2021-07-28 15:21:39.170099
Average
Yes
Weekly
Condo
4,083
1,179,444
39
Female
28,800
Divorced
1
Bachelor's
Employed
43.262535
Rural
Basic
null
17
699
9
2022-11-23 15:21:39.145732
Poor
Yes
Daily
House
537
1,179,445
59
Female
20,489
Single
3
Bachelor's
Unemployed
42.09925
Rural
Basic
1
19
474
8
2022-07-16 15:21:39.185215
Average
Yes
Monthly
House
33
1,179,446
41
Male
21,214
Single
2
Bachelor's
null
13.414969
Urban
Premium
null
4
422
6
2021-08-23 15:21:39.222387
Poor
Yes
Monthly
Condo
1,442
1,179,447
49
Male
27,126
Divorced
3
Bachelor's
Unemployed
27.754845
Suburban
Comprehensive
3
0
513
1
2022-08-19 15:21:39.097737
null
Yes
Daily
Apartment
1,207
1,179,448
27
Male
25,247
Divorced
2
Bachelor's
Employed
null
Suburban
Premium
null
14
801
8
2020-05-19 15:21:39.155231
Average
Yes
Weekly
House
1,452
1,179,449
31
Male
20,301
Divorced
1
Master's
Employed
44.662501
Urban
Premium
0
10
719
6
2022-01-25 15:21:39.251142
Average
No
Daily
Apartment
1,414
1,179,450
56
Male
null
Married
1
Master's
Self-Employed
8.865532
Suburban
Comprehensive
0
16
385
6
2023-02-11 15:21:39.155231
Good
No
Daily
Condo
1,205
1,179,451
20
Male
62,640
null
2
High School
Self-Employed
31.924743
Rural
Premium
2
14
817
3
2021-02-24 15:21:39.244069
Average
No
Rarely
House
434
1,179,452
50
Female
10,063
Single
1
PhD
Employed
41.624495
Urban
Basic
2
14
762
6
2019-10-18 15:21:39.155231
Good
No
Weekly
Apartment
958
1,179,453
46
Female
2,667
Divorced
4
Master's
Employed
20.553662
Suburban
Basic
1
7
497
5
2019-11-18 15:21:39.088124
Poor
No
Monthly
House
1,011
1,179,454
53
Female
1,344
Divorced
1
High School
Self-Employed
44.564654
Suburban
Comprehensive
0
3
420
1
2023-08-09 15:21:39.091080
Average
No
Daily
Condo
827
1,179,455
62
Male
18,051
Single
1
PhD
Employed
null
Rural
Premium
null
2
null
1
2023-03-28 15:21:39.134960
Poor
No
Daily
Apartment
713
1,179,456
56
Male
29,702
Married
2
High School
Self-Employed
46.352055
Urban
Premium
null
15
null
1
2021-03-13 15:21:39.134960
Good
Yes
Weekly
Condo
635
1,179,457
57
Female
24
Married
1
High School
Employed
21.894201
Suburban
Basic
0
2
774
5
2022-09-30 15:21:39.134960
Poor
No
Rarely
Apartment
2,197
1,179,458
57
Male
3,895
Married
4
Master's
Unemployed
20.828693
Suburban
Basic
2
8
null
7
2022-04-27 15:21:39.134960
Good
No
Monthly
Condo
604
1,179,459
51
Male
null
Married
2
Bachelor's
Unemployed
45.671219
Suburban
Premium
1
8
381
6
2020-02-22 15:21:39.260856
Average
No
Daily
House
759
1,179,460
62
Female
48,982
Divorced
0
Bachelor's
null
8.906609
Rural
Basic
0
6
378
9
2024-06-08 15:21:39.081504
Poor
No
Weekly
Condo
2,918
1,179,461
23
Female
40,930
Divorced
3
Master's
null
32.298089
Urban
Basic
2
2
449
5
2021-06-25 15:21:39.185215
null
No
Rarely
Condo
2,031
1,179,462
19
Male
13,982
Divorced
2
High School
Self-Employed
22.411402
Urban
Comprehensive
1
14
709
4
2020-11-28 15:21:39.237118
Poor
Yes
Daily
Condo
549
1,179,463
37
Male
9,256
Married
1
High School
Employed
31.54062
Suburban
Comprehensive
1
17
null
9
2021-09-21 15:21:39.151732
Poor
Yes
Monthly
Apartment
20
1,179,464
52
Male
75,844
Single
0
Bachelor's
Unemployed
17.869459
Suburban
Premium
0
13
325
9
2023-10-14 15:21:39.134960
Average
Yes
Daily
Apartment
325
1,179,465
56
Female
31,721
Divorced
4
Bachelor's
Unemployed
5.72754
Urban
Comprehensive
0
14
397
8
2024-03-18 15:21:39.237118
Good
No
Monthly
Condo
1,804
1,179,466
48
Male
81,562
Divorced
4
High School
null
45.975517
Rural
Comprehensive
1
9
414
6
2020-02-16 15:21:39.134960
Poor
Yes
Monthly
Apartment
431
1,179,467
20
Female
19,002
null
null
Bachelor's
null
35.596327
Urban
Premium
null
14
721
6
2024-01-19 15:21:39.208842
Poor
Yes
Weekly
Apartment
480
1,179,468
45
Male
7,069
Single
1
PhD
null
27.929991
Rural
Comprehensive
0
12
370
4
2023-05-17 15:21:39.188220
Average
Yes
Weekly
Condo
1,823
1,179,469
18
Male
11,050
Married
3
Bachelor's
null
10.669009
Suburban
Comprehensive
1
15
603
3
2020-06-26 15:21:39.082499
Average
Yes
Rarely
House
2,051
1,179,470
19
Female
26,761
Single
2
Master's
Employed
35.571867
Suburban
Basic
null
17
535
4
2022-03-25 15:21:39.126661
Average
Yes
Rarely
House
1,133
1,179,471
28
Female
15,982
Divorced
null
Bachelor's
Unemployed
20.696627
Suburban
Basic
2
13
null
5
2021-07-21 15:21:39.237118
Poor
No
Weekly
Apartment
566
1,179,472
38
Female
20,493
Divorced
2
Bachelor's
null
35.971481
Rural
Basic
1
11
648
1
2023-02-06 15:21:39.289099
Good
No
Monthly
Apartment
141
1,179,473
31
Male
1,316
Married
4
PhD
null
null
Urban
Premium
1
4
806
2
2021-01-08 15:21:39.134960
Good
Yes
Weekly
Condo
1,601
1,179,474
31
Male
36,322
Divorced
2
PhD
Unemployed
36.417531
Rural
Basic
0
4
729
8
2023-04-06 15:21:39.237118
Average
Yes
Rarely
Apartment
2,657
1,179,475
64
Male
57,356
Single
3
Master's
Self-Employed
31.848719
Urban
Basic
null
19
560
4
2019-10-28 15:21:39.276901
Average
No
Rarely
House
2,099
1,179,476
57
Male
90,010
Divorced
0
Bachelor's
Self-Employed
36.039588
Rural
Comprehensive
2
18
773
6
2024-03-22 15:21:39.117183
Poor
Yes
Rarely
Apartment
3,699
1,179,477
57
Female
45,655
Married
3
PhD
Self-Employed
19.726192
Suburban
Premium
null
12
830
3
2021-10-01 15:21:39.085129
Good
No
Daily
Condo
446
1,179,478
45
Female
91,233
Married
0
Bachelor's
Employed
8.172806
Urban
Comprehensive
null
11
338
7
2022-07-04 15:21:39.132191
Good
Yes
Weekly
House
332
1,179,479
36
Female
null
Married
0
PhD
null
51.248026
Rural
Premium
0
14
null
3
2021-01-18 15:21:39.194829
Good
Yes
Weekly
Apartment
2,248
1,179,480
37
Female
null
Married
4
High School
null
20.527254
Urban
Comprehensive
3
8
508
4
2021-09-21 15:21:39.150730
null
No
Rarely
Apartment
955
1,179,481
37
Male
23,961
Single
3
Bachelor's
Self-Employed
20.827538
Rural
Comprehensive
1
12
777
3
2021-03-23 15:21:39.237118
Poor
Yes
Rarely
House
1,647
1,179,482
24
Male
20,597
Married
2
High School
Employed
33.697568
Suburban
Comprehensive
0
9
658
6
2021-05-02 15:21:39.155231
Poor
No
Daily
Apartment
818
1,179,483
22
Male
80,108
Single
4
Bachelor's
Employed
21.058969
Rural
Comprehensive
0
9
375
2
2021-01-25 15:21:39.237118
Good
Yes
Daily
Condo
1,285
1,179,484
29
Female
null
Married
4
Master's
Unemployed
8.011739
Suburban
Comprehensive
0
18
386
5
2023-12-05 15:21:39.172097
Average
No
Daily
House
1,239
1,179,485
30
Male
39,604
Divorced
null
Master's
null
20.977833
Suburban
Basic
null
1
810
5
2021-05-04 15:21:39.187211
Poor
Yes
Weekly
House
2,073
1,179,486
null
Female
63,395
Divorced
1
PhD
null
29.716564
Suburban
Comprehensive
0
3
746
2
2020-09-21 15:21:39.194829
Average
No
Rarely
Apartment
133
1,179,487
49
Male
4,975
Divorced
1
Master's
Employed
null
Rural
Comprehensive
null
12
495
9
2023-07-12 15:21:39.114118
Good
No
Rarely
Condo
809
1,179,488
59
Female
81,528
Single
4
Bachelor's
Unemployed
45.975514
Rural
Basic
0
0
582
1
2020-09-29 15:21:39.273973
Average
Yes
Weekly
Apartment
71
1,179,489
19
Male
24,351
Single
2
High School
Self-Employed
20.099027
Urban
Basic
0
3
803
8
2022-10-27 15:21:39.180553
Poor
Yes
Weekly
Condo
963
1,179,490
57
Male
72,955
Single
0
High School
Self-Employed
6.182741
Rural
Basic
4
11
549
3
2022-08-04 15:21:39.146733
Poor
Yes
Weekly
House
20
1,179,491
25
Female
24,983
Single
2
Bachelor's
null
17.371566
Suburban
Premium
null
6
536
1
2024-07-01 15:21:39.134960
Good
No
Monthly
Apartment
1,042
1,179,492
61
Male
16,531
Single
0
PhD
null
27.646059
Suburban
Basic
0
6
627
4
2020-03-05 15:21:39.236064
Good
Yes
Monthly
Apartment
697
1,179,493
36
Male
52,559
Single
1
High School
Employed
10.81245
Suburban
Basic
0
4
415
8
2021-12-20 15:21:39.134960
Good
Yes
Weekly
Apartment
1,665
1,179,494
52
Male
2,723
Divorced
0
PhD
null
18.888027
Rural
Premium
1
19
453
5
2021-04-24 15:21:39.186212
null
Yes
Monthly
Condo
1,813
1,179,495
22
Female
28,503
Single
0
High School
null
17.353527
Urban
Basic
0
2
843
4
2022-09-19 15:21:39.134960
Average
Yes
Weekly
House
472
1,179,496
46
Female
34,489
Single
0
Bachelor's
Unemployed
35.794224
Rural
Basic
1
14
null
1
2024-06-14 15:21:39.270454
Poor
No
Monthly
House
437
1,179,497
47
Female
27,155
Divorced
3
Bachelor's
Unemployed
50.088011
Urban
Comprehensive
0
7
400
2
2020-05-26 15:21:39.086123
Poor
Yes
Monthly
House
998
1,179,498
57
Female
64,424
Divorced
1
Master's
null
44.515837
Urban
Comprehensive
2
19
456
3
2022-10-14 15:21:39.092127
Average
No
Daily
Condo
27
1,179,499
52
Male
null
Single
2
Bachelor's
Self-Employed
31.918269
Suburban
Basic
3
8
659
1
2020-11-14 15:21:39.182597
Average
No
Monthly
Apartment
2,973