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
1,172,400
38
Male
1,225
Divorced
3
High School
Employed
null
Suburban
Comprehensive
null
19
467
4
2024-06-01 15:21:39.145732
Poor
No
Daily
House
638
1,172,401
32
Female
9,017
Divorced
2
Bachelor's
null
23.794725
Suburban
Basic
0
6
698
6
2021-02-14 15:21:39.155231
Poor
No
Weekly
Condo
635
1,172,402
47
Male
36,557
Single
1
PhD
Self-Employed
42.774122
Suburban
Premium
0
8
554
9
2023-10-07 15:21:39.134960
Average
No
Weekly
Condo
1,135
1,172,403
18
Female
3,058
Married
1
PhD
Unemployed
16.990549
Rural
Premium
null
2
339
8
2019-11-29 15:21:39.185215
Average
No
Monthly
Apartment
1,714
1,172,404
23
Male
19,431
Married
4
PhD
Unemployed
27.934129
Suburban
Premium
null
15
null
7
2022-07-17 15:21:39.121169
Poor
No
Weekly
Condo
1,558
1,172,405
27
Female
18,114
Single
1
Master's
null
22.693014
Rural
Premium
0
4
704
6
2024-02-01 15:21:39.130190
Poor
Yes
Weekly
Apartment
508
1,172,406
42
Female
29,225
Single
3
PhD
Employed
22.302464
Urban
Basic
0
19
null
2
2021-08-14 15:21:39.134960
Good
Yes
Daily
Apartment
1,485
1,172,407
22
Male
35,100
Married
4
Master's
null
3.726619
Suburban
Basic
2
2
653
6
2019-12-28 15:21:39.169102
Average
Yes
Weekly
Apartment
587
1,172,408
50
Female
15,123
Married
0
High School
Unemployed
32.692909
Urban
Premium
null
6
624
9
2023-06-25 15:21:39.245086
null
Yes
Monthly
Apartment
1,073
1,172,409
59
Male
72,377
Single
1
High School
Unemployed
11.776468
Rural
Comprehensive
2
15
787
1
2020-07-25 15:21:39.132191
Average
Yes
Rarely
Apartment
2,037
1,172,410
31
Male
13,148
Single
0
High School
Unemployed
15.847871
Suburban
Comprehensive
2
1
750
4
2020-10-21 15:21:39.171102
null
Yes
Rarely
Condo
830
1,172,411
41
Female
16,061
Married
4
PhD
Employed
26.937223
Rural
Comprehensive
null
10
743
1
2020-02-28 15:21:39.155231
Average
No
Rarely
House
38
1,172,412
18
Female
null
Married
null
PhD
Unemployed
27.738702
Urban
Premium
1
16
658
9
2020-05-04 15:21:39.092127
Poor
No
Daily
Apartment
292
1,172,413
20
Male
2,631
Single
1
Bachelor's
Unemployed
41.681545
Suburban
Comprehensive
0
5
456
5
2023-03-12 15:21:39.233485
Good
Yes
Weekly
House
956
1,172,414
35
Female
122,640
Married
1
PhD
Self-Employed
26.064381
Urban
Comprehensive
null
4
458
1
2019-09-10 15:21:39.079128
Poor
No
Weekly
Apartment
779
1,172,415
43
Male
45,808
Divorced
4
Master's
Unemployed
11.17982
Suburban
Comprehensive
0
4
705
6
2022-01-10 15:21:39.205850
Poor
Yes
Daily
Condo
3,538
1,172,416
25
Male
87,408
Married
3
High School
Unemployed
30.520064
Suburban
Premium
1
17
659
4
2022-08-31 15:21:39.249100
Good
Yes
Weekly
Condo
48
1,172,417
33
Female
9,084
Married
1
High School
Unemployed
20.638487
Rural
Premium
1
3
557
4
2021-04-04 15:21:39.134960
Good
No
Weekly
Apartment
488
1,172,418
19
Female
null
Divorced
0
High School
Employed
43.059024
Rural
Comprehensive
null
17
419
3
2021-08-20 15:21:39.186212
Good
No
Rarely
Condo
1,653
1,172,419
41
Female
39,640
Married
0
Master's
null
31.945754
Rural
Premium
null
6
null
7
2019-08-19 15:21:39.134960
Good
Yes
Rarely
House
396
1,172,420
36
Female
88,820
Married
4
PhD
null
null
Suburban
Comprehensive
2
4
null
2
2021-07-22 15:21:39.134960
Good
Yes
Daily
Apartment
2,195
1,172,421
26
Female
10,149
Single
3
Bachelor's
null
8.788414
Urban
Premium
2
2
300
3
2021-09-19 15:21:39.237118
Poor
Yes
Daily
House
675
1,172,422
50
Male
18,795
Married
4
High School
Employed
12.868305
Rural
Premium
0
15
507
2
2021-11-14 15:21:39.148733
Poor
No
Daily
Apartment
1,544
1,172,423
41
Male
24,486
Divorced
0
Bachelor's
null
43.444064
Urban
Basic
null
1
513
6
2022-07-31 15:21:39.191219
Average
Yes
Daily
Condo
959
1,172,424
20
Female
null
Single
3
PhD
Unemployed
11.410914
Urban
Comprehensive
0
19
507
8
2023-12-05 15:21:39.172097
null
No
Weekly
Apartment
22
1,172,425
31
Male
35,192
Married
1
Bachelor's
Self-Employed
5.69891
Rural
Basic
null
19
455
9
2020-08-29 15:21:39.099739
Average
Yes
Daily
Apartment
1,017
1,172,426
37
Male
null
Single
0
Bachelor's
null
33.086342
Urban
Premium
1
0
515
6
2022-04-12 15:21:39.155231
null
No
Weekly
Apartment
2,416
1,172,427
34
Female
7,074
Single
0
Bachelor's
null
40.957186
Suburban
Comprehensive
1
10
null
5
2023-11-15 15:21:39.111551
Good
No
Daily
Apartment
1,027
1,172,428
21
Male
37,406
Divorced
1
PhD
null
24.667435
Suburban
Comprehensive
0
17
572
8
2021-05-21 15:21:39.134960
Poor
No
Weekly
House
1,758
1,172,429
33
Female
32,004
Single
3
Master's
null
17.739317
Urban
Comprehensive
2
8
405
4
2022-10-25 15:21:39.285112
Average
No
Daily
Condo
2,550
1,172,430
42
Female
11,218
Married
0
High School
Employed
21.838309
Suburban
Comprehensive
2
3
364
2
2022-08-29 15:21:39.134960
Average
No
Rarely
Condo
1,066
1,172,431
35
Male
1,498
Single
3
Bachelor's
Unemployed
46.083767
Suburban
Comprehensive
null
7
784
9
2023-11-14 15:21:39.288099
Average
No
Weekly
Condo
37
1,172,432
42
Female
14,084
Divorced
2
High School
Employed
17.304091
Suburban
Premium
0
3
704
1
2020-03-24 15:21:39.264504
Good
Yes
Weekly
House
4,817
1,172,433
25
Female
44,769
Married
2
Master's
Unemployed
35.888615
Rural
Comprehensive
2
11
null
8
2022-10-31 15:21:39.134960
Good
Yes
Rarely
Apartment
776
1,172,434
37
Male
119,541
Married
3
PhD
null
4.614912
Suburban
Premium
null
9
615
8
2020-11-19 15:21:39.222387
Good
Yes
Weekly
House
427
1,172,435
37
Male
633
Divorced
2
Bachelor's
Unemployed
13.058374
Rural
Comprehensive
1
2
773
3
2023-12-24 15:21:39.218388
Average
No
Weekly
Apartment
3,160
1,172,436
21
Male
141,266
Divorced
3
High School
Self-Employed
31.394926
Urban
Premium
0
9
488
9
2023-06-16 15:21:39.287115
Good
Yes
Rarely
Apartment
130
1,172,437
20
Male
10,081
Divorced
3
High School
Employed
43.908717
Urban
Premium
0
0
642
1
2023-03-09 15:21:39.134960
Poor
Yes
Monthly
House
548
1,172,438
47
Female
14,446
Married
1
Master's
Unemployed
33.45651
Suburban
Basic
null
13
376
3
2020-03-15 15:21:39.289099
Average
No
Rarely
Apartment
1,334
1,172,439
54
Female
45,476
Married
3
Master's
null
null
Suburban
Comprehensive
1
19
449
1
2021-03-25 15:21:39.247098
Good
No
Monthly
Condo
642
1,172,440
32
Female
3,320
Married
3
Master's
null
33.647965
Urban
Comprehensive
0
0
827
1
2021-10-27 15:21:39.237118
null
Yes
Daily
House
831
1,172,441
35
Male
1,218
Married
3
High School
Unemployed
26.084911
Urban
Basic
0
14
740
8
2022-12-17 15:21:39.191219
Poor
No
Rarely
Condo
2,125
1,172,442
41
Female
null
null
2
Master's
Unemployed
49.27033
Rural
Premium
3
1
635
9
2021-10-18 15:21:39.279729
Good
Yes
Daily
Apartment
1,591
1,172,443
23
Female
35,273
Divorced
3
Bachelor's
Unemployed
30.248439
Suburban
Basic
null
0
536
3
2023-03-18 15:21:39.155231
Poor
Yes
Monthly
House
3,084
1,172,444
37
Female
null
Single
2
Bachelor's
Self-Employed
42.32951
Suburban
Premium
0
2
409
7
2023-05-20 15:21:39.184157
Average
No
Monthly
House
1,170
1,172,445
27
Female
44,782
Divorced
2
Master's
Employed
22.253835
Rural
Comprehensive
null
1
691
9
2020-03-29 15:21:39.134960
Good
No
Daily
House
1,131
1,172,446
63
Female
27,241
Single
2
High School
Employed
42.849338
Urban
Comprehensive
0
5
772
2
2024-06-12 15:21:39.202448
Average
No
Daily
House
1,601
1,172,447
26
Female
39,702
Single
1
Bachelor's
Employed
20.749804
Rural
Comprehensive
1
15
823
4
2023-03-03 15:21:39.117183
Poor
Yes
Daily
Condo
514
1,172,448
47
Female
7,073
Divorced
4
PhD
Self-Employed
19.92038
Rural
Basic
0
5
519
9
2021-03-27 15:21:39.171102
Poor
Yes
Weekly
Apartment
843
1,172,449
30
Female
null
Single
4
High School
Employed
5.583281
Suburban
Comprehensive
0
1
688
9
2023-10-10 15:21:39.223901
Good
Yes
Weekly
House
108
1,172,450
48
Male
29,055
Divorced
2
Bachelor's
Employed
35.922697
Rural
Comprehensive
null
2
743
4
2021-07-11 15:21:39.155231
Good
No
Monthly
Condo
1,691
1,172,451
27
Male
1,285
Married
4
PhD
null
17.738872
Rural
Premium
null
13
844
6
2022-06-13 15:21:39.279729
Average
Yes
Daily
Apartment
20
1,172,452
61
Male
5,050
Married
2
PhD
Unemployed
7.744018
Urban
Comprehensive
null
12
828
7
2022-02-01 15:21:39.251142
Poor
Yes
Daily
Apartment
956
1,172,453
52
Female
8,095
Single
4
PhD
Self-Employed
36.086242
Rural
Comprehensive
0
14
614
8
2023-01-25 15:21:39.092127
Good
Yes
Monthly
Apartment
456
1,172,454
57
Female
19,503
Divorced
1
PhD
Self-Employed
5.779947
Rural
Comprehensive
1
7
678
3
2021-09-08 15:21:39.247098
Good
No
Weekly
Condo
1,091
1,172,455
44
Male
9,071
Divorced
4
PhD
Employed
25.8957
Rural
Comprehensive
1
4
553
1
2023-12-14 15:21:39.246098
Good
Yes
Monthly
House
678
1,172,456
36
Female
6,927
Divorced
3
Master's
Self-Employed
null
Suburban
Basic
0
16
781
5
2021-06-15 15:21:39.267454
Poor
No
Rarely
Apartment
2,266
1,172,457
46
Female
964
Married
3
Bachelor's
Unemployed
48.126568
Rural
Comprehensive
2
5
767
6
2021-08-13 15:21:39.101733
Average
Yes
Monthly
Condo
664
1,172,458
29
Male
27,916
Divorced
2
PhD
null
31.759746
Suburban
Basic
1
6
719
3
2020-06-15 15:21:39.155231
Poor
Yes
Daily
Apartment
616
1,172,459
54
Male
null
Married
4
Bachelor's
Employed
13.372078
Suburban
Comprehensive
1
16
485
7
2020-07-04 15:21:39.081504
Good
Yes
Weekly
Apartment
26
1,172,460
22
Female
65,970
Divorced
4
PhD
Unemployed
36.779076
Rural
Comprehensive
2
11
679
5
2021-12-24 15:21:39.270454
null
No
Monthly
Condo
1,509
1,172,461
19
Male
62,490
Married
2
Master's
null
20.488825
Urban
Comprehensive
2
16
459
1
2021-01-31 15:21:39.225916
Poor
Yes
Weekly
House
1,066
1,172,462
64
Female
26,211
Divorced
0
Master's
Employed
4.908114
Suburban
Basic
3
16
796
3
2022-08-25 15:21:39.115178
Good
Yes
Monthly
House
216
1,172,463
20
Female
null
Married
3
Master's
Employed
21.874367
Suburban
Comprehensive
1
19
657
6
2024-02-24 15:21:39.196387
Good
Yes
Monthly
Apartment
317
1,172,464
21
Male
null
Married
1
High School
Employed
23.769132
Urban
Premium
0
18
397
1
2022-09-11 15:21:39.246098
null
No
Daily
Condo
1,287
1,172,465
32
Female
26,241
Single
4
PhD
Self-Employed
22.314825
Urban
Premium
2
7
790
1
2023-07-02 15:21:39.179186
null
No
Rarely
Condo
1,036
1,172,466
29
Male
37,509
Married
2
Bachelor's
Employed
14.226616
Urban
Basic
null
5
579
2
2021-04-03 15:21:39.092127
Average
Yes
Weekly
House
2,484
1,172,467
20
Male
15,448
Divorced
0
PhD
Self-Employed
null
Rural
Premium
0
0
755
3
2021-01-28 15:21:39.214388
Poor
No
Rarely
Condo
463
1,172,468
39
Female
116,082
Single
1
High School
Unemployed
22.17372
Suburban
Basic
2
13
637
8
2020-06-24 15:21:39.248098
Poor
Yes
Rarely
Apartment
2,339
1,172,469
36
Male
23,464
Divorced
1
Master's
Employed
26.792751
Urban
Basic
null
5
757
3
2024-07-24 15:21:39.124659
Average
Yes
Rarely
House
857
1,172,470
59
Male
61,153
Married
0
Master's
Employed
null
Urban
Basic
null
11
449
1
2019-08-24 15:21:39.237118
Average
Yes
Monthly
House
1,718
1,172,471
43
Female
4,253
Divorced
0
PhD
Unemployed
8.632152
Suburban
Premium
1
5
454
4
2021-06-28 15:21:39.155231
Average
No
Weekly
House
1,409
1,172,472
26
Female
6,862
Divorced
3
Bachelor's
null
null
Urban
Basic
0
11
null
8
2021-10-13 15:21:39.094752
Average
Yes
Daily
House
963
1,172,473
50
Male
11,881
Married
3
PhD
null
13.936971
Rural
Basic
0
6
661
9
2022-04-29 15:21:39.145732
Average
No
Rarely
Apartment
638
1,172,474
48
Female
7,086
Married
2
PhD
null
42.959384
Suburban
Basic
0
6
673
2
2023-01-22 15:21:39.155231
Average
Yes
Monthly
Apartment
941
1,172,475
25
Female
2,321
Married
1
High School
Self-Employed
19.673238
Rural
Premium
0
4
null
1
2021-06-10 15:21:39.248098
Good
No
Rarely
Apartment
2,731
1,172,476
55
Female
39,766
Single
2
Bachelor's
null
15.966585
Suburban
Basic
2
19
725
9
2022-01-31 15:21:39.216387
Good
Yes
Weekly
Apartment
39
1,172,477
25
Female
15,284
Divorced
4
PhD
Employed
14.645413
Rural
Basic
0
15
672
7
2021-08-22 15:21:39.187211
Good
Yes
Daily
Condo
646
1,172,478
46
Female
27,950
Divorced
0
PhD
Self-Employed
25.792597
Rural
Comprehensive
2
14
725
7
2022-01-24 15:21:39.177724
Good
Yes
Monthly
Apartment
849
1,172,479
54
Male
6,097
Divorced
4
PhD
null
22.994859
Urban
Comprehensive
null
3
728
4
2022-03-05 15:21:39.092127
Average
Yes
Daily
Apartment
439
1,172,480
32
Male
3,118
Married
2
Bachelor's
Self-Employed
21.972608
Rural
Basic
0
10
310
2
2022-01-04 15:21:39.092127
Average
Yes
Rarely
Apartment
1,010
1,172,481
50
Male
14,079
Married
1
High School
null
17.959327
Rural
Premium
2
8
806
9
2020-08-08 15:21:39.134960
Good
No
Rarely
House
1,071
1,172,482
44
Female
41,494
Divorced
2
Master's
Unemployed
20.074458
Suburban
Premium
1
8
null
7
2022-07-12 15:21:39.194829
Average
No
Monthly
Apartment
827
1,172,483
51
Female
41,043
Divorced
4
PhD
Self-Employed
32.514075
Rural
Basic
2
8
364
5
2021-02-11 15:21:39.115178
Good
Yes
Rarely
Condo
1,325
1,172,484
25
Female
539
Single
4
PhD
null
null
Rural
Comprehensive
2
9
739
6
2021-01-02 15:21:39.170099
Good
Yes
Rarely
Condo
381
1,172,485
47
Male
7,087
Married
3
Bachelor's
null
null
Urban
Basic
null
9
null
6
2022-11-19 15:21:39.155231
Poor
No
Daily
Condo
611
1,172,486
54
Female
26,581
Divorced
null
Master's
null
12.108925
Urban
Premium
1
9
584
8
2021-06-26 15:21:39.149731
Good
No
Weekly
House
1,683
1,172,487
22
Female
63,846
Divorced
1
Bachelor's
null
24.849091
Rural
Basic
1
9
396
4
2021-08-14 15:21:39.087123
Poor
No
Daily
Apartment
187
1,172,488
23
Female
17,095
Divorced
0
Bachelor's
Self-Employed
12.984879
Rural
Premium
null
9
634
7
2024-05-06 15:21:39.143708
Average
No
Weekly
Apartment
532
1,172,489
56
Male
28,293
Married
4
Bachelor's
Unemployed
13.854379
Urban
Comprehensive
null
0
704
8
2021-01-29 15:21:39.175719
Average
Yes
Daily
House
669
1,172,490
60
Female
73,430
Single
1
Bachelor's
Self-Employed
43.918322
Urban
Comprehensive
null
10
313
1
2022-03-20 15:21:39.095696
Poor
No
Weekly
House
1,671
1,172,491
42
Female
null
Divorced
1
PhD
Self-Employed
31.826172
Suburban
Comprehensive
1
3
365
3
2022-05-21 15:21:39.109552
Poor
No
Daily
Condo
365
1,172,492
59
Female
3,898
Married
4
Bachelor's
null
36.642027
Suburban
Basic
0
16
327
5
2021-12-04 15:21:39.289099
Good
Yes
Daily
Condo
1,205
1,172,493
23
Male
5,043
Divorced
0
Master's
Employed
13.097988
Suburban
Premium
null
7
590
2
2024-04-26 15:21:39.283783
Good
No
Rarely
Apartment
431
1,172,494
56
Female
null
Married
1
High School
Unemployed
46.914144
Urban
Premium
1
15
618
4
2023-11-22 15:21:39.155231
Poor
Yes
Weekly
House
317
1,172,495
50
Female
3,631
Divorced
1
Bachelor's
null
12.183856
Rural
Premium
1
15
685
6
2019-10-26 15:21:39.186212
Good
No
Weekly
Condo
2,460
1,172,496
40
Male
1,499
Single
1
High School
null
20.362574
Suburban
Comprehensive
2
0
713
6
2022-03-19 15:21:39.134960
Poor
No
Weekly
Apartment
715
1,172,497
23
Female
25,437
Single
3
Bachelor's
null
23.09273
Suburban
Comprehensive
null
2
684
2
2024-05-08 15:21:39.147735
Poor
No
Monthly
Apartment
484
1,172,498
24
Female
20,894
Single
null
Master's
null
null
Urban
Basic
1
3
667
1
2023-06-23 15:21:39.223390
Poor
Yes
Daily
Apartment
712
1,172,499
60
Female
null
Single
0
Master's
Employed
47.939601
Rural
Basic
2
14
321
3
2020-08-04 15:21:39.155231
Good
No
Daily
House
1,240