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
28,400
46
Female
35,200
Single
2
Master's
Self-Employed
8.982971
Suburban
Comprehensive
null
9
656
4
2019-12-12 15:21:39.131192
Good
Yes
Monthly
Apartment
825
28,401
59
Female
24,952
Divorced
4
High School
null
16.848183
Suburban
Premium
1
0
null
9
2022-04-18 15:21:39.252145
Average
Yes
Daily
Apartment
523
28,402
20
Male
52,812
Single
4
Master's
Self-Employed
14.261776
Suburban
Basic
1
4
321
1
2022-06-08 15:21:39.148733
Average
No
Monthly
Apartment
271
28,403
40
Female
16,862
Single
3
PhD
Unemployed
33.363508
Urban
Comprehensive
null
12
589
1
2020-04-27 15:21:39.167099
Good
Yes
Daily
Apartment
775
28,404
29
Male
17,227
Single
3
Master's
Employed
null
Urban
Basic
0
15
null
1
2021-10-09 15:21:39.206847
Poor
Yes
Weekly
House
856
28,405
38
Male
28,665
Divorced
0
Master's
Employed
6.739642
Rural
Comprehensive
1
14
583
5
2024-01-08 15:21:39.267454
Good
Yes
Weekly
Condo
1,142
28,406
41
Female
23,168
Single
1
Master's
Unemployed
8.164036
Suburban
Comprehensive
null
10
658
7
2023-05-27 15:21:39.198406
Poor
Yes
Rarely
Apartment
1,304
28,407
29
Female
122,692
Married
0
PhD
Employed
45.702919
Urban
Premium
null
5
611
1
2020-11-01 15:21:39.281787
Poor
Yes
Daily
Apartment
89
28,408
59
Male
29,739
Divorced
1
Bachelor's
Employed
16.367917
Suburban
Basic
null
9
832
3
2021-03-19 15:21:39.188220
Good
No
Rarely
House
243
28,409
39
Female
62,735
Married
0
Bachelor's
Self-Employed
null
Urban
Premium
null
2
516
5
2019-10-17 15:21:39.237118
Average
No
Daily
House
49
28,410
48
Female
4,522
Married
3
Bachelor's
Unemployed
6.858135
Urban
Premium
2
16
473
5
2020-03-21 15:21:39.089116
Average
Yes
Weekly
Condo
1,034
28,411
50
Female
5,812
Single
3
PhD
Unemployed
36.998567
Urban
Comprehensive
1
2
null
8
2022-01-09 15:21:39.174719
Average
Yes
Monthly
Apartment
803
28,412
40
Male
33,307
Divorced
2
High School
Unemployed
42.302483
Urban
Comprehensive
0
10
null
7
2020-01-02 15:21:39.168099
Good
Yes
Weekly
Apartment
3,453
28,413
49
Female
122,098
Married
0
PhD
Self-Employed
28.058438
Urban
Comprehensive
null
12
765
2
2023-10-04 15:21:39.144722
null
Yes
Rarely
House
364
28,414
55
Female
9,051
Single
0
PhD
null
32.924354
Suburban
Premium
1
6
588
7
2022-03-06 15:21:39.223390
Good
Yes
Daily
Apartment
661
28,415
23
Male
29,181
Married
1
Bachelor's
null
23.935942
Urban
Basic
null
19
614
7
2021-03-12 15:21:39.276901
null
No
Weekly
Apartment
2,864
28,416
19
Male
16,582
Divorced
3
PhD
null
20.673731
Rural
Comprehensive
0
2
748
5
2020-08-23 15:21:39.134960
Poor
Yes
Monthly
Condo
1,236
28,417
51
Male
18,607
Single
0
Bachelor's
Unemployed
22.039506
Rural
Comprehensive
1
2
472
4
2021-05-26 15:21:39.185215
Average
No
Rarely
Condo
585
28,418
44
Female
44,924
Married
2
PhD
Self-Employed
null
Rural
Premium
3
3
603
1
2020-06-18 15:21:39.134960
Poor
No
Rarely
House
531
28,419
50
Male
130,963
Single
3
High School
Unemployed
10.717221
Rural
Premium
1
17
399
2
2021-12-12 15:21:39.082499
Poor
No
Rarely
Condo
4,293
28,420
30
Male
27,714
Married
0
Bachelor's
Employed
32.770411
Rural
Comprehensive
null
18
770
9
2020-03-09 15:21:39.218388
Average
Yes
Rarely
Apartment
623
28,421
19
Male
30,811
Divorced
2
High School
Self-Employed
14.868285
Rural
Premium
0
18
472
3
2020-05-08 15:21:39.186212
Good
Yes
Rarely
Apartment
547
28,422
58
Female
3,577
Divorced
4
PhD
Unemployed
null
Rural
Premium
0
17
761
7
2022-01-23 15:21:39.237118
Poor
Yes
Monthly
House
1,557
28,423
46
Male
40,730
Divorced
2
Master's
Self-Employed
49.329788
Rural
Premium
null
14
null
5
2023-01-17 15:21:39.149731
Good
No
Weekly
Condo
1,137
28,424
33
Male
125,030
Single
3
PhD
null
14.251218
Urban
Comprehensive
null
5
678
7
2022-05-23 15:21:39.145732
null
No
Monthly
Apartment
2,192
28,425
46
Male
85,898
Single
2
PhD
null
11.498625
Rural
Basic
null
14
372
2
2023-02-07 15:21:39.134960
Average
No
Rarely
House
1,499
28,426
59
Female
null
Single
4
High School
Employed
34.607514
Suburban
Basic
1
14
697
5
2023-11-04 15:21:39.231531
null
Yes
Weekly
House
20
28,427
47
Male
40,076
Divorced
3
High School
Employed
42.894804
Suburban
Comprehensive
null
7
null
4
2024-04-01 15:21:39.109552
Poor
Yes
Rarely
Apartment
306
28,428
18
Male
39,585
Divorced
1
PhD
Employed
25.016668
Urban
Basic
3
3
842
1
2023-10-24 15:21:39.080440
Average
No
Monthly
House
968
28,429
47
Female
28,293
Single
4
Master's
Unemployed
3.00513
Suburban
Basic
1
15
803
3
2022-05-27 15:21:39.276901
Poor
No
Rarely
Apartment
1,759
28,430
22
Male
38,651
Single
2
PhD
null
21.85226
Suburban
Premium
null
14
586
6
2019-08-26 15:21:39.282785
Poor
No
Daily
Apartment
1,180
28,431
57
Female
33,010
Divorced
1
Master's
Self-Employed
33.933831
Rural
Basic
null
9
538
5
2020-11-28 15:21:39.151732
Poor
Yes
Monthly
House
4,275
28,432
62
Male
69,798
Single
2
Bachelor's
Employed
29.66436
Suburban
Basic
1
18
316
6
2021-12-05 15:21:39.230483
Poor
No
Daily
House
656
28,433
33
Female
22,717
Divorced
2
Bachelor's
Unemployed
4.104003
Urban
Comprehensive
0
17
701
6
2022-10-12 15:21:39.274993
Good
No
Weekly
Apartment
1,244
28,434
26
Female
3,322
Married
0
High School
null
43.339724
Suburban
Basic
0
6
328
6
2019-11-05 15:21:39.202448
Good
No
Monthly
Apartment
639
28,435
63
Male
11,724
Married
2
PhD
null
14.865898
Urban
Comprehensive
0
13
511
8
2022-09-28 15:21:39.194829
Poor
No
Weekly
House
1,041
28,436
18
Female
47,260
Married
null
PhD
Self-Employed
26.594186
Rural
Comprehensive
null
6
381
4
2019-12-19 15:21:39.155231
Good
No
Weekly
Condo
654
28,437
26
Male
1,693
Married
4
PhD
null
34.592412
Suburban
Premium
2
7
835
6
2020-08-24 15:21:39.134960
Poor
No
Rarely
House
1,517
28,438
47
Male
76,507
Divorced
0
Master's
Employed
30.163032
Suburban
Comprehensive
2
0
433
4
2023-07-09 15:21:39.134960
Good
No
Rarely
Apartment
1,435
28,439
41
Female
18,041
Married
0
PhD
null
22.85802
Urban
Basic
2
7
813
4
2024-03-09 15:21:39.177724
Poor
Yes
Weekly
House
1,059
28,440
34
Female
69,533
Single
0
PhD
Employed
24.052881
Urban
Premium
0
19
603
8
2023-07-02 15:21:39.178918
Poor
No
Daily
House
56
28,441
53
Female
95,969
Single
2
PhD
Unemployed
28.394095
Suburban
Premium
null
16
332
4
2019-11-29 15:21:39.259788
Average
No
Monthly
Condo
1,038
28,442
41
Male
80,550
Married
4
High School
Self-Employed
12.988282
Suburban
Comprehensive
1
12
460
5
2022-09-15 15:21:39.200452
Good
Yes
Monthly
House
522
28,443
36
Female
10,881
Divorced
0
PhD
Unemployed
42.527757
Rural
Comprehensive
null
7
null
7
2020-12-05 15:21:39.106582
Good
Yes
Rarely
Condo
1,290
28,444
39
Female
3,555
Divorced
0
Bachelor's
Self-Employed
8.78942
Suburban
Comprehensive
null
14
446
3
2021-03-16 15:21:39.246098
Average
No
Daily
House
2,831
28,445
45
Female
15,589
Married
1
Master's
Employed
8.651272
Suburban
Comprehensive
1
9
478
7
2021-03-26 15:21:39.257696
Average
Yes
Weekly
House
1,528
28,446
45
Female
21,885
Divorced
null
Master's
Employed
45.351692
Urban
Basic
0
16
443
2
2022-01-29 15:21:39.146733
Good
Yes
Weekly
House
725
28,447
50
Male
40,531
Married
3
PhD
Unemployed
16.927376
Suburban
Premium
null
3
397
8
2023-05-24 15:21:39.237118
Good
No
Daily
Apartment
2,488
28,448
59
Female
83,613
null
3
High School
Employed
null
Urban
Basic
0
13
668
2
2021-08-19 15:21:39.189223
Good
No
Monthly
Apartment
1,683
28,449
52
Male
16,716
Single
1
Master's
null
34.778644
Suburban
Comprehensive
0
2
null
9
2022-01-19 15:21:39.205850
Average
No
Monthly
Apartment
553
28,450
52
Male
11,052
Divorced
1
High School
null
28.805775
Rural
Comprehensive
2
4
751
2
2024-03-14 15:21:39.091080
Good
No
Rarely
Condo
281
28,451
52
Male
15,636
Divorced
2
High School
Employed
7.819203
Rural
Premium
null
3
303
4
2022-02-03 15:21:39.282785
Poor
No
Daily
House
1,791
28,452
19
Male
9,071
Married
null
Bachelor's
null
20.829651
Suburban
Premium
1
19
582
8
2019-09-12 15:21:39.145732
Average
No
Monthly
Condo
354
28,453
43
Male
54,581
Divorced
3
High School
Unemployed
4.271705
Urban
Premium
0
3
738
6
2019-12-06 15:21:39.134960
Good
No
Weekly
House
115
28,454
18
Female
27,791
Single
3
High School
null
17.89155
Urban
Comprehensive
null
11
831
6
2019-09-09 15:21:39.134960
Average
No
Rarely
Condo
1,197
28,455
47
Female
725
Single
1
PhD
Unemployed
null
Rural
Comprehensive
null
7
705
6
2021-06-22 15:21:39.274993
Average
Yes
Monthly
House
431
28,456
27
Female
5,981
Married
1
Master's
null
26.571748
Rural
Comprehensive
1
12
477
2
2024-07-05 15:21:39.283783
Good
Yes
Daily
House
28
28,457
28
Male
140,517
Married
2
High School
Employed
27.681418
Rural
Premium
0
4
370
3
2022-02-21 15:21:39.199447
Average
No
Rarely
Condo
110
28,458
59
Female
6,501
Married
1
PhD
Employed
null
Rural
Comprehensive
1
2
null
5
2020-09-30 15:21:39.134960
Poor
Yes
Monthly
House
631
28,459
40
Male
null
Single
3
High School
Unemployed
29.770906
Rural
Basic
3
1
733
2
2024-01-29 15:21:39.155231
Good
No
Weekly
House
283
28,460
48
Female
28,200
Married
1
Bachelor's
Self-Employed
18.895291
Urban
Basic
null
12
389
5
2022-03-01 15:21:39.143708
Poor
No
Weekly
Apartment
645
28,461
43
Male
6,647
Single
4
Bachelor's
Employed
15.093182
Suburban
Comprehensive
0
19
508
1
2020-09-23 15:21:39.180553
Average
No
Daily
Condo
462
28,462
20
Male
71,851
Single
0
High School
null
22.555885
Suburban
Basic
1
5
391
1
2022-05-11 15:21:39.134960
Average
Yes
Daily
Condo
495
28,463
null
Male
2,907
Divorced
null
Master's
Unemployed
30.171737
Suburban
Comprehensive
1
13
767
9
2020-06-16 15:21:39.116179
Good
Yes
Daily
Apartment
2,562
28,464
31
Male
8,495
Single
4
Bachelor's
Self-Employed
34.069348
Rural
Premium
0
14
674
1
2020-10-15 15:21:39.245086
Average
Yes
Rarely
Apartment
885
28,465
30
Male
7,258
Single
1
Master's
Employed
14.00163
Suburban
Premium
0
0
null
2
2023-06-20 15:21:39.129190
Good
No
Daily
House
250
28,466
60
Female
14,085
Divorced
4
Master's
null
23.146727
Suburban
Basic
2
5
784
9
2021-09-17 15:21:39.253660
Poor
No
Weekly
Condo
466
28,467
null
Female
91,298
Married
3
High School
null
48.648432
Urban
Basic
1
2
538
1
2019-11-07 15:21:39.134960
Poor
Yes
Rarely
House
2,106
28,468
40
Male
43,493
Single
3
Bachelor's
Self-Employed
34.906962
Rural
Basic
4
1
469
8
2020-04-07 15:21:39.182597
Average
Yes
Daily
Apartment
979
28,469
47
Male
83,311
Single
1
High School
Self-Employed
47.827489
Rural
Basic
null
1
315
1
2021-05-05 15:21:39.245086
Poor
Yes
Weekly
Condo
1,614
28,470
56
Female
5,863
Married
4
PhD
Unemployed
16.764294
Urban
Comprehensive
1
10
null
7
2023-09-06 15:21:39.155231
Average
Yes
Daily
House
916
28,471
64
Male
16,011
Married
2
PhD
Self-Employed
34.907649
Suburban
Basic
null
4
492
6
2019-09-03 15:21:39.176717
Average
No
Rarely
Condo
886
28,472
33
Female
35,126
Married
4
Master's
null
17.68366
Rural
Comprehensive
0
12
816
3
2023-06-25 15:21:39.089116
Good
No
Monthly
Apartment
564
28,473
35
Male
7,538
Single
4
PhD
null
34.520076
Suburban
Basic
0
13
547
3
2022-09-17 15:21:39.198406
Good
No
Rarely
House
3,200
28,474
19
Female
20,591
Married
null
PhD
Employed
12.806686
Rural
Basic
0
16
598
8
2020-06-09 15:21:39.172097
Poor
No
Daily
House
4,852
28,475
56
Female
23,188
Married
4
Bachelor's
Unemployed
29.534243
Rural
Basic
4
17
null
8
2024-02-21 15:21:39.134960
Average
Yes
Weekly
Apartment
2,072
28,476
null
Male
26,277
Divorced
2
PhD
Self-Employed
29.12073
Rural
Premium
0
15
null
1
2022-08-16 15:21:39.155231
Poor
Yes
Monthly
Condo
614
28,477
52
Male
43,936
Single
4
Bachelor's
null
42.766522
Rural
Premium
0
7
607
5
2024-07-20 15:21:39.134960
Good
No
Rarely
Condo
703
28,478
62
Female
11,987
Single
0
Bachelor's
Self-Employed
29.597777
Rural
Comprehensive
null
11
670
2
2019-11-29 15:21:39.204790
Good
No
Rarely
House
273
28,479
54
Male
26,962
Single
4
High School
null
37.888056
Rural
Basic
null
10
467
5
2020-02-07 15:21:39.259788
Poor
No
Monthly
Apartment
816
28,480
59
Male
17,091
Married
1
Master's
Self-Employed
11.92301
Suburban
Comprehensive
0
15
716
1
2023-01-11 15:21:39.237118
Average
Yes
Weekly
Condo
538
28,481
43
Male
72,648
Married
0
High School
null
46.348399
Urban
Premium
3
15
634
2
2020-09-03 15:21:39.169102
Good
No
Monthly
Condo
381
28,482
31
Male
23,104
null
2
PhD
Employed
42.12496
Suburban
Premium
0
6
845
2
2021-05-05 15:21:39.174719
Good
Yes
Monthly
House
489
28,483
49
Female
24,266
Divorced
0
Master's
null
12.938159
Suburban
Premium
null
0
713
2
2024-07-21 15:21:39.226954
Poor
Yes
Rarely
Apartment
1,409
28,484
33
Female
247
Divorced
1
Bachelor's
Employed
41.242028
Urban
Premium
null
19
578
6
2020-12-12 15:21:39.237118
Good
Yes
Daily
Condo
798
28,485
21
Male
31,917
Married
4
Master's
null
12.202643
Urban
Premium
null
10
508
7
2023-09-12 15:21:39.225916
null
Yes
Weekly
Apartment
1,044
28,486
58
Female
6,465
Divorced
3
PhD
null
23.099846
Urban
Basic
0
12
null
5
2022-12-27 15:21:39.134960
Poor
No
Daily
Apartment
627
28,487
55
Male
7,069
Single
4
Bachelor's
Unemployed
43.818785
Urban
Comprehensive
0
1
752
7
2023-04-21 15:21:39.155231
Good
No
Monthly
Apartment
539
28,488
41
Female
66,940
Married
3
Bachelor's
Employed
19.252785
Urban
Premium
null
4
804
3
2024-02-16 15:21:39.096739
Good
No
Rarely
House
362
28,489
18
Male
1,979
Married
4
Bachelor's
null
30.142122
Rural
Comprehensive
0
0
463
8
2020-02-13 15:21:39.198406
Poor
Yes
Monthly
Apartment
940
28,490
32
Female
44,368
Married
4
Master's
Employed
20.275547
Rural
Premium
1
19
644
8
2020-02-20 15:21:39.171102
Poor
Yes
Monthly
House
1,130
28,491
30
Male
65,775
Single
1
High School
null
null
Rural
Basic
null
11
516
5
2020-10-23 15:21:39.144722
Poor
Yes
Daily
House
2,287
28,492
45
Female
28,587
Single
3
Master's
Employed
17.924263
Urban
Premium
1
8
369
2
2024-05-23 15:21:39.126661
Poor
Yes
Daily
Condo
1,619
28,493
48
Female
15,242
Married
null
Master's
Employed
null
Rural
Comprehensive
null
4
446
2
2023-10-15 15:21:39.283783
Average
No
Monthly
House
28
28,494
18
Male
null
Single
null
Master's
Employed
27.98867
Suburban
Comprehensive
null
3
365
7
2022-04-05 15:21:39.253660
Good
Yes
Weekly
Condo
1,040
28,495
46
Female
7,886
Single
2
High School
Self-Employed
26.743245
Urban
Comprehensive
1
4
806
3
2020-01-19 15:21:39.273973
Good
Yes
Weekly
Condo
2,185
28,496
18
Female
null
Divorced
1
Bachelor's
Unemployed
21.907973
Suburban
Basic
3
14
553
2
2021-10-17 15:21:39.145732
Poor
No
Daily
House
342
28,497
42
Female
75,883
Single
1
Master's
null
13.423869
Rural
Basic
2
16
307
2
2024-02-15 15:21:39.167099
Poor
Yes
Daily
House
35
28,498
51
Female
47,750
Married
0
High School
null
5.274962
Rural
Comprehensive
null
14
382
9
2021-01-09 15:21:39.210805
Poor
No
Monthly
House
372
28,499
22
Male
28,981
Divorced
4
Bachelor's
Unemployed
41.96434
Urban
Premium
1
2
483
1
2023-11-07 15:21:39.132191
Average
Yes
Monthly
Condo
1,357