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
39,400
47
Male
26,978
Married
1
Bachelor's
Employed
31.530943
Suburban
Comprehensive
3
10
458
1
2024-03-15 15:21:39.201446
Good
Yes
Rarely
Condo
1,745
39,401
21
Male
131,356
Divorced
2
High School
Self-Employed
4.449989
Suburban
Premium
3
17
815
5
2022-01-14 15:21:39.155231
Poor
No
Rarely
Apartment
23
39,402
54
Male
27,779
Divorced
2
PhD
Self-Employed
14.733427
Suburban
Basic
3
16
710
9
2021-05-23 15:21:39.155231
Poor
Yes
Rarely
Apartment
3,534
39,403
49
Female
10,046
Divorced
3
High School
null
39.75199
Suburban
Comprehensive
0
12
553
7
2021-12-08 15:21:39.087123
Poor
No
Weekly
Condo
1,524
39,404
48
Male
9,092
Married
2
PhD
Unemployed
15.898664
Rural
Premium
null
5
515
2
2021-06-16 15:21:39.281787
Good
Yes
Rarely
House
536
39,405
45
Male
24,897
Divorced
null
PhD
Employed
26.764497
Suburban
Basic
2
1
558
1
2024-06-28 15:21:39.253660
Poor
Yes
Daily
Apartment
2,262
39,406
22
Male
5,824
Divorced
4
Bachelor's
Self-Employed
25.495641
Urban
Comprehensive
0
12
803
1
2024-05-08 15:21:39.259788
Good
Yes
Daily
Condo
597
39,407
46
Male
35,411
Single
4
Master's
null
36.695823
Urban
Premium
0
11
378
2
2019-12-02 15:21:39.189223
Poor
Yes
Monthly
Apartment
2,045
39,408
37
Male
44,691
Married
1
High School
Self-Employed
10.876642
Rural
Premium
0
13
790
7
2021-01-26 15:21:39.155231
Average
No
Daily
House
3,422
39,409
28
Female
2,659
Single
1
High School
Unemployed
24.039736
Urban
Comprehensive
null
4
325
2
2022-10-03 15:21:39.274993
Average
No
Rarely
Condo
1,823
39,410
49
Female
59,063
Divorced
0
Master's
Self-Employed
38.926929
Urban
Comprehensive
null
17
491
9
2024-07-14 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,970
39,411
57
Male
15,456
Married
2
Bachelor's
Unemployed
36.914824
Suburban
Premium
1
3
383
1
2022-03-19 15:21:39.252145
Good
Yes
Monthly
Apartment
892
39,412
48
Male
119,743
Divorced
0
High School
Employed
42.240583
Suburban
Comprehensive
3
10
406
7
2021-12-11 15:21:39.096739
Poor
No
Weekly
Condo
818
39,413
24
Male
787
Single
1
PhD
null
16.54723
Urban
Basic
2
7
749
9
2020-01-28 15:21:39.079128
Poor
Yes
Monthly
Apartment
1,770
39,414
63
Male
12,154
Divorced
4
Master's
Employed
5.388213
Urban
Basic
0
15
null
4
2021-04-09 15:21:39.113566
Poor
No
Daily
House
2,449
39,415
30
Female
25,863
Married
null
PhD
Self-Employed
10.653612
Suburban
Comprehensive
null
11
728
9
2024-01-14 15:21:39.246098
Average
Yes
Weekly
House
2,780
39,416
52
Female
62,888
Divorced
4
Master's
Unemployed
14.028969
Urban
Basic
1
3
446
2
2024-05-07 15:21:39.089116
Good
No
Daily
Condo
3,021
39,417
46
Male
28,962
Married
null
Bachelor's
null
9.724971
Suburban
Basic
0
13
null
9
2022-10-17 15:21:39.230483
null
Yes
Rarely
House
892
39,418
22
Female
2,494
Married
4
Master's
Employed
18.017075
Suburban
Basic
3
1
584
7
2023-06-21 15:21:39.134960
Good
No
Daily
Condo
1,229
39,419
58
Female
34,631
Divorced
2
Bachelor's
Self-Employed
31.77225
Rural
Comprehensive
0
5
766
5
2020-09-05 15:21:39.221386
Average
No
Rarely
Condo
297
39,420
34
Male
23,983
Married
null
PhD
Self-Employed
31.038951
Urban
Premium
0
0
784
3
2023-04-13 15:21:39.087123
Poor
Yes
Rarely
Apartment
728
39,421
54
Male
61,283
Divorced
4
PhD
Unemployed
25.737377
Urban
Premium
0
6
460
6
2022-11-30 15:21:39.251142
Good
Yes
Monthly
Apartment
1,395
39,422
19
Female
9,098
Married
3
PhD
Self-Employed
18.564154
Rural
Comprehensive
1
18
603
2
2021-05-05 15:21:39.218388
Poor
No
Weekly
Condo
1,735
39,423
20
Female
7,078
Single
0
Master's
Unemployed
46.564223
Suburban
Comprehensive
null
7
619
1
2021-09-04 15:21:39.147735
Average
No
Daily
House
855
39,424
37
Male
44,170
Divorced
2
Master's
Self-Employed
19.1734
Rural
Basic
null
9
642
9
2020-12-09 15:21:39.254678
Average
Yes
Rarely
Apartment
1,514
39,425
20
Male
17,092
Divorced
1
Bachelor's
Unemployed
10.098399
Suburban
Basic
null
4
654
2
2023-06-20 15:21:39.280784
Average
Yes
Monthly
House
24
39,426
24
Female
15,253
Single
1
PhD
Employed
13.828149
Urban
Comprehensive
null
10
788
4
2020-10-17 15:21:39.237118
Average
No
Daily
House
437
39,427
57
Female
17,054
Divorced
3
Master's
Unemployed
13.908956
Rural
Comprehensive
null
6
559
4
2020-07-07 15:21:39.134960
Average
Yes
Rarely
Apartment
757
39,428
47
Female
5,112
Single
2
PhD
Self-Employed
39.791401
Rural
Premium
3
9
500
6
2024-05-09 15:21:39.102694
Average
No
Monthly
House
3,478
39,429
50
Male
16,456
Divorced
0
High School
Employed
28.392551
Suburban
Basic
null
19
669
9
2023-12-06 15:21:39.180553
Average
No
Rarely
House
3,132
39,430
59
Female
9,616
Divorced
1
Bachelor's
Self-Employed
8.927617
Urban
Comprehensive
0
15
577
5
2020-12-11 15:21:39.112553
Good
Yes
Daily
Condo
1,347
39,431
60
Female
23,120
Single
3
Master's
Unemployed
14.29212
Suburban
Premium
null
6
null
3
2021-05-03 15:21:39.155231
null
Yes
Rarely
Condo
2,024
39,432
25
Male
17,962
Divorced
1
PhD
Self-Employed
36.844648
Rural
Premium
null
10
391
4
2022-03-13 15:21:39.181605
Average
No
Daily
Apartment
2,047
39,433
34
Female
11,985
Single
1
PhD
null
31.829242
Suburban
Premium
0
11
677
7
2020-09-26 15:21:39.149731
Poor
Yes
Rarely
Apartment
609
39,434
25
Male
39,593
Married
4
Bachelor's
Self-Employed
14.099869
Suburban
Comprehensive
1
9
788
6
2024-03-18 15:21:39.155231
Good
No
Rarely
House
2,051
39,435
45
Male
25,392
Married
4
High School
null
8.275534
Urban
Comprehensive
null
12
443
2
2020-02-25 15:21:39.263607
Poor
No
Monthly
House
2,371
39,436
58
Male
null
Divorced
4
Master's
Employed
19.979245
Rural
Premium
3
3
312
5
2022-11-06 15:21:39.080440
Good
Yes
Monthly
Apartment
712
39,437
33
Male
6,717
Divorced
3
Bachelor's
Unemployed
40.782989
Suburban
Comprehensive
1
17
766
6
2024-01-10 15:21:39.237118
Good
No
Daily
Apartment
740
39,438
53
Female
3,568
Single
3
PhD
Employed
32.122951
Rural
Basic
3
10
557
3
2022-04-02 15:21:39.115178
Average
Yes
Rarely
Condo
306
39,439
41
Male
1,790
Married
3
Bachelor's
Employed
48.597665
Urban
Comprehensive
2
2
676
5
2023-03-10 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,082
39,440
34
Male
26,141
Married
1
Bachelor's
Employed
44.869869
Urban
Basic
null
7
591
2
2023-07-13 15:21:39.231531
Good
Yes
Rarely
House
2,635
39,441
56
Male
40,585
Married
2
High School
Unemployed
38.466945
Urban
Comprehensive
0
12
586
6
2022-11-26 15:21:39.155231
Average
Yes
Rarely
Condo
109
39,442
57
Female
108,475
Single
null
PhD
Unemployed
7.834398
Rural
Comprehensive
0
13
391
1
2022-05-05 15:21:39.192212
Average
Yes
Weekly
Condo
893
39,443
55
Female
5,864
Divorced
1
Master's
Self-Employed
8.897888
Rural
Basic
1
16
695
6
2020-04-22 15:21:39.182597
Good
No
Weekly
Apartment
727
39,444
32
Female
106,980
Single
2
PhD
Employed
49.343496
Rural
Comprehensive
0
14
752
9
2021-07-08 15:21:39.095696
Average
No
Daily
Condo
138
39,445
27
Female
43,790
Single
3
Bachelor's
null
null
Rural
Comprehensive
1
5
null
7
2022-09-27 15:21:39.237118
Good
No
Monthly
Condo
3,725
39,446
48
Female
20,276
Married
3
High School
Self-Employed
22.290613
Rural
Basic
null
17
841
2
2022-03-31 15:21:39.190215
Poor
No
Weekly
House
1,553
39,447
36
Male
null
Single
1
Bachelor's
Self-Employed
25.082195
Rural
Basic
1
12
406
3
2023-06-11 15:21:39.279729
Good
No
Rarely
Condo
1,630
39,448
62
Female
43,159
Divorced
3
Master's
Self-Employed
15.395437
Suburban
Comprehensive
1
0
671
1
2023-12-26 15:21:39.194829
Poor
Yes
Rarely
Condo
24
39,449
61
Female
825
Single
3
Bachelor's
Unemployed
null
Suburban
Premium
null
17
763
2
2020-03-07 15:21:39.134960
Poor
No
Daily
Condo
568
39,450
56
Female
11,715
Divorced
1
Bachelor's
Self-Employed
32.719506
Rural
Comprehensive
0
15
786
4
2023-02-11 15:21:39.155231
Poor
Yes
Daily
Apartment
662
39,451
35
Male
14,863
Single
1
Bachelor's
null
null
Urban
Comprehensive
2
7
775
3
2021-05-12 15:21:39.281787
Average
Yes
Rarely
Condo
566
39,452
56
Female
15,291
Divorced
3
High School
Self-Employed
34.334327
Rural
Premium
2
18
323
1
2020-03-10 15:21:39.237118
Poor
Yes
Monthly
Condo
2,854
39,453
45
Male
27,281
Divorced
0
Bachelor's
Unemployed
37.564733
Rural
Comprehensive
null
11
766
2
2020-11-23 15:21:39.251142
Average
Yes
Monthly
Apartment
1,005
39,454
62
Male
null
Divorced
4
Master's
Unemployed
27.94601
Rural
Basic
null
2
359
9
2020-11-16 15:21:39.134960
Poor
Yes
Rarely
House
1,609
39,455
61
Male
92,403
Divorced
3
Master's
null
17.615516
Rural
Comprehensive
null
9
332
8
2023-08-17 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,565
39,456
52
Female
133,549
Single
4
Bachelor's
Self-Employed
31.493702
Rural
Premium
3
13
388
7
2023-08-20 15:21:39.134960
Good
No
Daily
House
2,248
39,457
37
Female
20,891
Single
1
High School
null
36.817753
Suburban
Basic
1
13
617
4
2020-06-02 15:21:39.155231
Average
No
Monthly
House
495
39,458
44
Male
2,907
Married
0
Bachelor's
Self-Employed
11.813307
Urban
Premium
1
0
653
7
2022-05-08 15:21:39.146733
Good
No
Weekly
House
2,238
39,459
25
Female
72,820
Divorced
null
Master's
null
23.397568
Suburban
Premium
0
1
null
9
2023-01-05 15:21:39.118178
null
Yes
Weekly
Condo
2,943
39,460
56
Female
63,054
Divorced
0
Bachelor's
Employed
15.857345
Urban
Basic
null
5
523
4
2024-03-25 15:21:39.237118
Poor
No
Rarely
Apartment
211
39,461
63
Male
35,287
Divorced
1
Master's
Self-Employed
27.99127
Suburban
Premium
null
19
346
5
2021-07-21 15:21:39.237118
Average
Yes
Monthly
Condo
775
39,462
62
Male
null
Married
4
High School
null
28.829131
Urban
Comprehensive
2
5
378
6
2021-04-05 15:21:39.118178
Good
Yes
Rarely
Apartment
754
39,463
60
Male
11,928
Married
0
PhD
Unemployed
18.849269
Rural
Basic
null
14
null
7
2022-05-29 15:21:39.186212
Poor
No
Monthly
Condo
39
39,464
27
Male
30,603
Divorced
1
Bachelor's
Employed
37.383764
Rural
Basic
null
5
713
2
2020-06-15 15:21:39.155231
Average
Yes
Daily
House
1,515
39,465
24
Female
25,166
Divorced
0
Bachelor's
null
5.966296
Urban
Basic
0
16
553
9
2023-02-16 15:21:39.155231
Average
No
Monthly
House
1,752
39,466
23
Female
25,211
Married
0
PhD
Unemployed
37.895662
Rural
Basic
1
13
751
8
2020-03-26 15:21:39.147735
Good
No
Monthly
Condo
831
39,467
27
Male
2,748
Divorced
2
Bachelor's
null
22.938179
Urban
Basic
2
16
757
3
2020-12-11 15:21:39.237118
Poor
No
Monthly
Apartment
1,189
39,468
42
Male
1,979
Single
1
PhD
null
41.569489
Rural
Comprehensive
1
7
569
9
2023-12-21 15:21:39.098696
Good
No
Rarely
Apartment
53
39,469
48
Male
71,385
Single
1
PhD
Unemployed
8.83824
Urban
Basic
null
6
443
9
2023-03-27 15:21:39.170099
Average
Yes
Daily
Apartment
394
39,470
53
Female
449
Married
3
Bachelor's
Employed
6.936877
Suburban
Basic
1
16
478
6
2024-02-14 15:21:39.223901
Average
No
Monthly
Apartment
1,044
39,471
53
Male
34,438
Single
null
Bachelor's
Employed
11.791873
Urban
Premium
null
3
null
7
2019-11-12 15:21:39.129190
Good
No
Weekly
Condo
346
39,472
60
Male
16,757
Divorced
2
High School
null
30.29952
Urban
Basic
0
0
657
8
2023-02-16 15:21:39.270454
Average
Yes
Daily
House
2,636
39,473
34
Male
69,389
Single
4
Master's
null
51.827114
Urban
Premium
0
16
649
4
2024-06-20 15:21:39.237118
Good
No
Rarely
House
2,685
39,474
63
Male
29,936
Single
1
Bachelor's
Employed
22.12271
Rural
Comprehensive
null
11
588
1
2023-08-25 15:21:39.133866
Average
No
Monthly
Apartment
794
39,475
56
Female
26,604
Married
1
PhD
null
40.41792
Suburban
Basic
1
3
543
1
2020-05-14 15:21:39.092127
Poor
Yes
Daily
House
731
39,476
41
Male
73,897
Married
0
High School
null
16.28138
Rural
Comprehensive
null
4
363
2
2024-01-04 15:21:39.185215
Poor
Yes
Monthly
House
710
39,477
39
Female
20,683
Divorced
0
High School
Self-Employed
29.826234
Rural
Premium
null
4
null
6
2023-08-05 15:21:39.173834
Poor
Yes
Rarely
Condo
946
39,478
51
Male
1,376
Divorced
4
PhD
null
24.992621
Urban
Basic
2
9
null
7
2020-09-07 15:21:39.080440
Poor
Yes
Daily
Apartment
673
39,479
63
Male
2,389
Married
null
PhD
Unemployed
41.098469
Suburban
Comprehensive
1
3
353
9
2020-03-18 15:21:39.237118
Poor
No
Monthly
Condo
482
39,480
64
Male
28,920
Single
2
Bachelor's
null
16.839456
Suburban
Basic
1
6
596
6
2023-02-20 15:21:39.081504
Good
No
Daily
House
176
39,481
34
Female
27,430
Divorced
0
High School
Employed
31.17258
Rural
Basic
1
1
729
6
2020-07-08 15:21:39.092127
Poor
Yes
Rarely
House
898
39,482
24
Male
27,199
Divorced
null
Master's
Self-Employed
44.837157
Rural
Comprehensive
1
11
823
1
2020-02-21 15:21:39.180553
Poor
No
Monthly
Apartment
48
39,483
64
Male
39,081
Single
4
Master's
Unemployed
13.757922
Urban
Comprehensive
1
15
405
9
2020-09-15 15:21:39.134960
Good
No
Rarely
Condo
975
39,484
33
Female
41,599
Married
3
High School
null
13.837772
Rural
Basic
0
8
314
3
2023-11-04 15:21:39.155231
Average
Yes
Daily
Condo
518
39,485
49
Female
67,065
Married
4
High School
null
27.31008
Urban
Premium
null
1
352
7
2021-05-03 15:21:39.105192
Average
Yes
Rarely
Condo
3,813
39,486
34
Male
null
Married
4
Master's
Unemployed
21.906255
Urban
Basic
1
4
694
1
2019-09-09 15:21:39.218388
Good
Yes
Monthly
House
394
39,487
58
Male
34,686
Married
0
Bachelor's
Self-Employed
13.956479
Urban
Comprehensive
0
2
null
3
2023-06-28 15:21:39.253660
Poor
No
Monthly
Condo
1,488
39,488
62
Female
26,142
Divorced
4
High School
Employed
16.683329
Urban
Basic
1
14
646
8
2019-10-29 15:21:39.173834
Good
No
Rarely
House
806
39,489
43
Female
9,986
Divorced
1
PhD
null
46.641254
Suburban
Premium
0
3
604
2
2021-06-06 15:21:39.224915
Average
No
Daily
Condo
305
39,490
54
Male
8,981
Married
2
Master's
null
28.079824
Rural
Premium
null
3
732
1
2020-03-05 15:21:39.096739
Average
No
Monthly
House
26
39,491
57
Male
5,172
Divorced
4
Master's
Unemployed
24.480118
Rural
Comprehensive
1
15
null
2
2020-03-27 15:21:39.102694
Average
Yes
Rarely
Condo
1,358
39,492
28
Male
16,985
Married
1
Master's
Self-Employed
44.811135
Urban
Basic
null
19
419
1
2023-02-09 15:21:39.235012
Poor
Yes
Daily
Condo
2,564
39,493
29
Male
18,641
Divorced
null
Master's
null
32.459466
Urban
Basic
1
17
393
7
2020-02-13 15:21:39.152732
Poor
No
Weekly
Apartment
1,086
39,494
24
Female
3,276
Single
0
Master's
null
null
Urban
Comprehensive
0
7
593
9
2022-08-04 15:21:39.264504
Average
No
Rarely
House
30
39,495
21
Female
63,919
Single
0
Master's
null
20.782777
Urban
Comprehensive
null
14
694
5
2021-01-30 15:21:39.237118
Good
Yes
Daily
Apartment
196
39,496
60
Female
4,076
Single
4
High School
Self-Employed
11.184001
Suburban
Premium
1
0
488
6
2021-10-12 15:21:39.155231
Average
No
Monthly
Apartment
633
39,497
44
Male
18,783
Single
0
Bachelor's
null
45.83838
Rural
Basic
null
10
null
6
2022-09-23 15:21:39.194829
Good
Yes
Rarely
Condo
1,383
39,498
44
Male
30,984
Single
3
Bachelor's
Employed
23.967191
Urban
Basic
1
11
699
5
2021-03-24 15:21:39.222387
Average
No
Weekly
Apartment
845
39,499
62
Male
11,094
Single
0
PhD
null
null
Rural
Comprehensive
0
11
null
4
2020-08-17 15:21:39.171102
Good
Yes
Weekly
Apartment
739