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
49,400
48
Male
4,632
Married
2
Bachelor's
Employed
14.944148
Rural
Comprehensive
2
10
809
4
2024-05-10 15:21:39.123711
Poor
Yes
Rarely
Condo
538
49,401
49
Female
43,362
Divorced
0
Master's
Employed
38.63721
Urban
Basic
1
17
772
7
2021-12-23 15:21:39.237118
Poor
No
Daily
House
1,958
49,402
26
Male
20,963
Single
1
High School
null
20.829891
Suburban
Premium
1
13
492
9
2023-08-27 15:21:39.208842
Good
Yes
Rarely
Condo
2,058
49,403
60
Female
null
Married
1
Master's
Employed
17.924263
Rural
Premium
0
19
369
8
2019-11-14 15:21:39.180553
Good
No
Daily
Condo
198
49,404
64
Male
33,519
Divorced
4
Master's
Employed
8.792917
Suburban
Premium
1
7
798
3
2019-12-27 15:21:39.080440
Good
No
Daily
Condo
1,176
49,405
63
Male
79,902
Single
0
PhD
null
47.825926
Suburban
Premium
0
14
704
8
2019-09-03 15:21:39.237118
Average
Yes
Weekly
House
26
49,406
34
Female
6,092
Divorced
2
Master's
Employed
16.804714
Urban
Comprehensive
0
12
615
4
2021-05-03 15:21:39.237118
Poor
Yes
Rarely
Condo
101
49,407
49
Male
53,732
Married
0
High School
Self-Employed
9.716673
Rural
Comprehensive
0
12
356
8
2022-01-27 15:21:39.237118
Poor
Yes
Daily
House
1,253
49,408
32
Female
32,122
Divorced
0
Bachelor's
Unemployed
48.390569
Suburban
Basic
0
17
674
3
2021-08-23 15:21:39.134960
Poor
No
Daily
Apartment
1,600
49,409
32
Male
null
Married
2
PhD
Unemployed
44.060835
Suburban
Premium
0
11
391
1
2020-11-13 15:21:39.134960
null
No
Weekly
House
618
49,410
55
Male
51,375
Single
0
Bachelor's
Unemployed
27.54768
Rural
Basic
2
14
594
5
2019-11-22 15:21:39.237118
null
Yes
Daily
Apartment
1,575
49,411
42
Male
27,862
Married
4
PhD
Unemployed
29.75274
Suburban
Basic
0
16
588
6
2024-08-05 15:21:39.185215
Good
Yes
Weekly
Apartment
837
49,412
47
Male
15,881
Single
3
PhD
Self-Employed
6.676499
Rural
Basic
2
6
784
3
2021-08-20 15:21:39.179186
Poor
No
Weekly
Condo
705
49,413
52
Male
28,494
Married
2
High School
null
4.231636
Urban
Premium
null
13
822
9
2020-08-25 15:21:39.129190
Average
No
Daily
Apartment
703
49,414
32
Female
3,901
Single
0
PhD
null
17.980013
Suburban
Premium
0
18
667
8
2024-01-16 15:21:39.217387
Average
No
Monthly
Condo
2,360
49,415
26
Female
76,768
Divorced
1
Bachelor's
Employed
18.058141
Rural
Premium
0
6
430
1
2023-12-02 15:21:39.155231
Average
Yes
Monthly
Apartment
1,368
49,416
44
Male
20,616
Single
null
Bachelor's
null
33.586971
Rural
Basic
null
10
584
6
2020-07-18 15:21:39.191219
Average
No
Monthly
House
1,255
49,417
35
Male
132,886
Divorced
null
Bachelor's
Self-Employed
50.948641
Urban
Basic
null
0
678
6
2021-05-01 15:21:39.245086
Good
No
Monthly
Apartment
2,142
49,418
62
Male
36,267
Single
1
High School
Employed
12.132918
Urban
Premium
0
13
674
9
2020-12-17 15:21:39.081504
Poor
Yes
Daily
Condo
130
49,419
56
Male
116,592
null
0
Master's
null
31.284577
Rural
Premium
null
3
827
6
2019-10-15 15:21:39.134960
Average
No
Rarely
Condo
4,874
49,420
31
Male
2,572
Single
1
Bachelor's
Unemployed
5.965764
Urban
Basic
0
9
497
6
2020-11-20 15:21:39.097737
Good
No
Monthly
Condo
2,327
49,421
63
Male
10,198
Married
0
High School
Self-Employed
32.722952
Suburban
Comprehensive
2
19
819
8
2024-06-26 15:21:39.189223
Average
No
Weekly
House
1,723
49,422
46
Male
647
Divorced
3
PhD
Self-Employed
12.68449
Urban
Basic
null
5
498
9
2021-06-21 15:21:39.253660
Average
No
Monthly
Apartment
461
49,423
44
Male
27,430
Married
4
Master's
Employed
16.813408
Rural
Comprehensive
2
1
823
3
2024-02-03 15:21:39.283783
Poor
No
Monthly
Condo
526
49,424
54
Male
27,983
Divorced
0
PhD
Employed
28.525645
Suburban
Comprehensive
1
18
571
9
2022-01-14 15:21:39.276901
Poor
Yes
Daily
Apartment
1,167
49,425
44
Female
7,932
Divorced
2
Bachelor's
null
6.593352
Suburban
Basic
1
4
765
3
2022-12-01 15:21:39.288099
Average
Yes
Monthly
Apartment
2,095
49,426
42
Male
23,982
Single
2
High School
null
6.811457
Rural
Basic
1
16
622
1
2019-11-08 15:21:39.172097
Good
No
Monthly
Condo
616
49,427
18
Female
20,444
Single
3
Bachelor's
Employed
43.224565
Suburban
Basic
0
2
622
7
2024-04-25 15:21:39.249100
Average
No
Monthly
House
1,597
49,428
35
Male
5,881
Single
4
PhD
Employed
18.829705
Rural
Premium
null
10
null
6
2022-12-11 15:21:39.149731
Average
Yes
Daily
House
463
49,429
24
Male
39,743
null
1
Bachelor's
Employed
22.628569
Rural
Premium
2
10
456
6
2021-09-26 15:21:39.088124
Poor
Yes
Daily
Apartment
1,147
49,430
39
Male
119
Divorced
4
Bachelor's
Self-Employed
21.816451
Rural
Comprehensive
null
3
728
7
2021-12-05 15:21:39.223901
Good
Yes
Weekly
Apartment
1,420
49,431
39
Male
3,151
Single
4
Master's
null
26.619687
Urban
Premium
2
19
737
9
2020-12-31 15:21:39.144722
Poor
Yes
Monthly
Condo
1,297
49,432
23
Male
16,459
Married
4
Master's
Self-Employed
42.859096
Rural
Basic
0
13
418
9
2022-09-06 15:21:39.155231
Average
No
Rarely
House
1,440
49,433
33
Female
5,920
Married
4
Master's
null
11.654744
Suburban
Comprehensive
null
10
769
6
2021-12-14 15:21:39.200452
null
No
Monthly
Apartment
156
49,434
37
Female
381
Divorced
2
PhD
Unemployed
11.261504
Rural
Premium
0
18
487
1
2021-12-03 15:21:39.207847
Average
Yes
Rarely
Condo
1,726
49,435
43
Female
1,944
Married
4
PhD
Self-Employed
39.142262
Suburban
Comprehensive
null
15
357
8
2022-12-05 15:21:39.155231
Poor
Yes
Daily
Apartment
112
49,436
32
Female
48,049
Single
1
High School
null
25.06849
Suburban
Comprehensive
2
11
433
9
2020-05-24 15:21:39.192212
Poor
No
Weekly
Condo
191
49,437
42
Male
9,694
Married
3
Master's
Employed
16.30538
Urban
Premium
null
0
494
6
2020-06-21 15:21:39.254678
Good
No
Daily
Apartment
466
49,438
53
Male
null
Married
3
Master's
Self-Employed
13.629971
Urban
Basic
0
0
471
4
2020-12-15 15:21:39.204201
Average
No
Weekly
Apartment
281
49,439
29
Male
27,112
Divorced
2
High School
Unemployed
37.938898
Urban
Premium
null
16
null
9
2024-02-19 15:21:39.253660
Poor
Yes
Monthly
Condo
431
49,440
42
Female
69,515
Single
1
Bachelor's
Self-Employed
21.091839
Suburban
Premium
2
10
697
9
2024-05-18 15:21:39.226954
Average
Yes
Daily
Apartment
3,314
49,441
34
Female
87,031
Divorced
null
PhD
Self-Employed
19.90302
Suburban
Premium
0
2
339
4
2022-07-18 15:21:39.155231
Average
Yes
Rarely
Condo
1,361
49,442
58
Female
null
Single
0
Master's
Self-Employed
33.918594
Suburban
Premium
3
6
387
9
2021-11-11 15:21:39.253660
Average
No
Monthly
Apartment
715
49,443
51
Male
724
Single
3
High School
Self-Employed
34.926907
Urban
Basic
null
15
842
6
2022-02-17 15:21:39.289099
Poor
Yes
Rarely
House
2,286
49,444
30
Male
468
Married
1
High School
Employed
32.392923
Rural
Basic
0
1
449
8
2021-01-23 15:21:39.155231
Poor
No
Weekly
Condo
944
49,445
20
Female
44,799
Single
null
High School
Employed
35.071915
Rural
Premium
null
2
452
1
2021-09-04 15:21:39.191219
Poor
No
Monthly
House
772
49,446
28
Male
16,084
Divorced
0
PhD
Unemployed
9.356538
Rural
Premium
null
0
601
3
2020-01-10 15:21:39.155231
Poor
No
Rarely
Condo
834
49,447
29
Female
73,515
Married
null
Bachelor's
Employed
null
Rural
Premium
3
16
590
9
2021-03-16 15:21:39.172097
null
No
Weekly
Apartment
1,007
49,448
54
Female
3,161
Married
3
High School
Self-Employed
46.338059
Rural
Premium
0
8
328
4
2020-05-12 15:21:39.111551
Poor
No
Weekly
House
3,149
49,449
63
Male
92,764
Single
4
Master's
Employed
15.501536
Rural
Premium
null
17
429
3
2021-09-22 15:21:39.105504
Poor
Yes
Monthly
Condo
3,026
49,450
36
Female
21,480
Married
4
High School
null
11.204411
Suburban
Premium
0
11
434
3
2022-03-31 15:21:39.155231
null
No
Rarely
Apartment
1,248
49,451
44
Male
22,205
Divorced
4
Bachelor's
null
28.936326
Suburban
Basic
null
11
515
4
2024-05-23 15:21:39.155231
Good
No
Weekly
Condo
805
49,452
63
Female
132,674
Divorced
3
High School
Self-Employed
24.976257
Urban
Comprehensive
0
13
488
7
2023-10-25 15:21:39.208842
Good
Yes
Daily
House
2,134
49,453
33
Male
9,324
Married
2
High School
Employed
20.272115
Rural
Basic
null
8
551
3
2022-05-29 15:21:39.225916
Average
Yes
Daily
House
677
49,454
41
Female
6,866
Single
1
High School
Unemployed
32.55362
Suburban
Basic
null
16
757
6
2022-02-12 15:21:39.290098
null
No
Monthly
House
3,180
49,455
30
Male
26,022
Married
2
High School
null
35.788128
Urban
Basic
null
11
759
9
2020-11-05 15:21:39.149731
Good
No
Daily
House
741
49,456
53
Male
35,227
Divorced
0
PhD
Self-Employed
null
Suburban
Basic
0
6
328
1
2021-06-21 15:21:39.223901
Good
Yes
Weekly
Condo
4,093
49,457
61
Female
1,405
Single
1
Bachelor's
Unemployed
27.923369
Suburban
Premium
1
1
554
4
2021-01-25 15:21:39.134960
Good
No
Weekly
House
2,543
49,458
54
Male
6,384
Single
2
High School
Employed
21.694969
Rural
Basic
null
9
582
8
2020-11-28 15:21:39.225916
Poor
No
Monthly
Apartment
845
49,459
null
Female
40,224
Divorced
2
High School
Employed
37.994128
Urban
Basic
1
0
821
3
2022-11-27 15:21:39.224915
Average
No
Weekly
Apartment
1,245
49,460
28
Male
28,215
Married
4
PhD
Employed
31.955158
Rural
Basic
0
10
805
7
2024-05-28 15:21:39.230483
Good
No
Rarely
Apartment
1,637
49,461
34
Male
131,851
Divorced
2
High School
Employed
18.98139
Rural
Premium
null
2
431
3
2022-08-19 15:21:39.221386
Average
Yes
Weekly
Apartment
1,263
49,462
39
Male
94,563
Single
0
PhD
Employed
12.945413
Rural
Comprehensive
null
8
455
4
2023-02-23 15:21:39.107553
Good
No
Rarely
House
687
49,463
60
Female
17,541
Single
3
High School
Employed
38.402279
Suburban
Premium
1
14
534
3
2022-03-05 15:21:39.190215
Poor
No
Rarely
House
220
49,464
50
Female
5,780
Married
3
High School
null
39.08673
Urban
Basic
2
2
665
8
2022-07-25 15:21:39.104139
Average
No
Monthly
House
1,494
49,465
41
Female
6,343
Divorced
null
High School
Self-Employed
26.672756
Urban
Basic
0
9
725
2
2020-06-15 15:21:39.274993
Good
Yes
Monthly
Apartment
829
49,466
60
Male
130,363
Married
1
High School
Employed
33.289951
Suburban
Premium
0
18
449
5
2021-09-05 15:21:39.273973
Good
No
Rarely
Condo
1,426
49,467
52
Male
6,958
Married
1
PhD
Unemployed
16.358511
Urban
Comprehensive
0
7
614
2
2020-08-27 15:21:39.134960
Average
Yes
Monthly
Apartment
989
49,468
24
Male
44,963
Divorced
null
High School
Self-Employed
13.964693
Urban
Basic
null
19
733
6
2020-02-26 15:21:39.170099
Poor
Yes
Monthly
Condo
821
49,469
64
Female
4,540
Divorced
1
PhD
null
15.82661
Suburban
Comprehensive
0
11
489
5
2021-09-03 15:21:39.265513
Good
No
Weekly
Apartment
26
49,470
48
Male
24,266
Single
2
Master's
Self-Employed
21.534222
Rural
Premium
null
10
489
4
2022-03-13 15:21:39.092127
Poor
Yes
Monthly
House
792
49,471
28
Female
30,746
Married
null
Bachelor's
null
14.827957
Suburban
Comprehensive
null
0
563
9
2023-08-28 15:21:39.249100
Good
Yes
Monthly
House
1,036
49,472
42
Female
26,985
Divorced
3
High School
Unemployed
5.01957
Urban
Premium
2
18
511
4
2022-11-25 15:21:39.257696
Average
Yes
Weekly
Condo
704
49,473
59
Female
14,455
Married
3
Bachelor's
null
30.079702
Rural
Premium
1
8
null
2
2020-07-27 15:21:39.151732
Average
Yes
Daily
Condo
678
49,474
64
Female
30,881
Divorced
4
PhD
Employed
24.754957
Urban
Comprehensive
1
3
766
2
2022-01-01 15:21:39.274993
null
No
Daily
House
932
49,475
41
Male
5,569
Single
3
High School
Employed
17.726334
Suburban
Basic
2
5
625
4
2020-09-24 15:21:39.274993
Poor
No
Rarely
Condo
1,459
49,476
58
Male
4,417
Married
3
PhD
null
8.879083
Rural
Basic
1
3
806
7
2021-10-04 15:21:39.196387
Good
Yes
Weekly
Apartment
3,437
49,477
31
Female
62,416
Married
4
PhD
null
44.749844
Rural
Premium
0
12
759
5
2022-11-21 15:21:39.172097
Average
No
Weekly
Condo
100
49,478
55
Male
116,063
Divorced
null
PhD
Self-Employed
44.824288
Suburban
Premium
3
12
817
8
2023-02-26 15:21:39.172097
Average
Yes
Weekly
Condo
273
49,479
30
Female
48,717
Single
0
Master's
Unemployed
17.676676
Urban
Comprehensive
null
3
406
8
2023-03-27 15:21:39.254678
Average
No
Rarely
Condo
549
49,480
25
Female
11,548
Divorced
4
PhD
Self-Employed
35.172739
Rural
Comprehensive
0
8
null
4
2022-07-27 15:21:39.232526
Poor
No
Rarely
House
1,198
49,481
41
Male
130,959
Married
3
High School
Unemployed
38.796408
Rural
Basic
null
10
421
6
2020-12-21 15:21:39.237118
Good
No
Monthly
Condo
283
49,482
31
Female
136,566
Divorced
0
PhD
Unemployed
null
Suburban
Basic
0
12
null
9
2023-01-11 15:21:39.237118
Good
No
Daily
Apartment
2,143
49,483
18
Female
18,105
Divorced
0
Bachelor's
Self-Employed
31.351101
Urban
Basic
null
3
743
6
2023-10-09 15:21:39.118178
Average
Yes
Weekly
Condo
1,885
49,484
55
Male
11,927
Single
4
Bachelor's
Unemployed
34.937954
Urban
Basic
1
13
713
8
2021-12-31 15:21:39.095696
Poor
No
Monthly
Condo
2,746
49,485
61
Male
66,427
Single
2
PhD
null
51.935504
Rural
Basic
1
10
null
1
2023-08-16 15:21:39.207847
Average
No
Weekly
House
769
49,486
39
Female
41,676
Single
3
Bachelor's
Unemployed
13.638707
Suburban
Comprehensive
1
12
398
7
2024-02-20 15:21:39.182597
Average
No
Monthly
House
27
49,487
48
Male
12,963
Married
3
High School
null
36.590932
Urban
Comprehensive
null
6
714
4
2020-06-29 15:21:39.134960
Poor
Yes
Rarely
Condo
638
49,488
59
Female
11,727
Single
0
High School
Self-Employed
38.013596
Suburban
Comprehensive
null
18
686
6
2022-11-15 15:21:39.096739
Poor
Yes
Weekly
House
921
49,489
54
Male
19,223
Single
0
High School
null
23.902125
Suburban
Comprehensive
null
10
491
7
2024-07-18 15:21:39.134960
Poor
No
Daily
Condo
688
49,490
30
Male
24,266
Divorced
null
High School
Unemployed
20.012911
Suburban
Basic
4
13
null
4
2019-11-19 15:21:39.253660
Poor
Yes
Rarely
House
1,230
49,491
64
Female
23,838
Married
null
Bachelor's
Employed
18.393522
Suburban
Basic
1
2
669
4
2020-06-27 15:21:39.226954
Average
No
Daily
Apartment
1,404
49,492
37
Female
18,127
Divorced
2
Bachelor's
Employed
null
Urban
Premium
1
1
775
9
2021-11-07 15:21:39.091080
Poor
Yes
Weekly
House
449
49,493
31
Female
23,273
Single
null
Bachelor's
Unemployed
null
Suburban
Comprehensive
null
5
487
3
2019-11-14 15:21:39.134960
Poor
No
Daily
House
1,194
49,494
30
Female
21,045
Married
2
Master's
Employed
21.890348
Suburban
Basic
null
14
754
1
2021-01-14 15:21:39.183598
Average
No
Weekly
Apartment
667
49,495
31
Male
16,473
Married
4
High School
Unemployed
8.823014
Rural
Basic
null
0
664
4
2023-11-03 15:21:39.224915
Poor
Yes
Daily
Apartment
1,876
49,496
25
Female
30,861
Single
3
Bachelor's
null
21.682643
Suburban
Comprehensive
4
6
572
8
2023-08-15 15:21:39.229482
Poor
Yes
Weekly
Apartment
852
49,497
48
Male
13,791
Single
0
PhD
Employed
25.694918
Suburban
Basic
0
15
648
7
2022-12-17 15:21:39.176717
Average
No
Rarely
House
1,597
49,498
50
Male
27,383
Single
0
Bachelor's
Employed
28.942153
Rural
Basic
0
9
699
3
2024-06-01 15:21:39.155231
Average
No
Daily
Apartment
1,327
49,499
40
Female
5,832
Single
4
Bachelor's
Employed
42.735172
Rural
Premium
null
2
695
6
2024-01-04 15:21:39.253660
Average
Yes
Rarely
Condo
1,772