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
35,300
62
Female
23,296
Single
0
Master's
null
21.503644
Rural
Premium
null
8
557
7
2023-04-02 15:21:39.237118
Poor
Yes
Daily
Apartment
2,103
35,301
18
Female
10,840
Single
2
High School
Self-Employed
36.051017
Urban
Basic
3
17
642
8
2021-04-23 15:21:39.226954
Good
No
Monthly
Apartment
121
35,302
22
Female
80,742
Single
0
Master's
Self-Employed
32.672993
Rural
Premium
1
1
453
7
2024-01-08 15:21:39.272456
Poor
No
Rarely
Apartment
1,401
35,303
30
Male
20,892
Single
0
Bachelor's
Self-Employed
32.918955
Urban
Comprehensive
null
14
466
5
2019-10-23 15:21:39.276901
Good
No
Monthly
Apartment
825
35,304
39
Female
131,852
Married
3
PhD
Self-Employed
39.190119
Urban
Comprehensive
null
12
434
8
2024-07-03 15:21:39.221386
Average
No
Daily
House
1,809
35,305
54
Male
null
Single
4
Bachelor's
null
29.69844
Urban
Premium
3
8
null
9
2022-08-07 15:21:39.202448
Average
No
Daily
Condo
91
35,306
37
Male
18,078
Single
4
Master's
null
10.187637
Suburban
Basic
2
5
537
1
2024-06-30 15:21:39.180553
Average
Yes
Rarely
Condo
2,436
35,307
32
Male
81,174
Married
4
Master's
Employed
49.963236
Suburban
Basic
1
13
369
7
2021-05-30 15:21:39.090124
Average
No
Rarely
House
793
35,308
20
Female
1,564
Married
0
Bachelor's
Unemployed
null
Suburban
Premium
0
18
724
7
2022-12-10 15:21:39.134960
Average
No
Weekly
Condo
459
35,309
23
Male
939
Single
null
Bachelor's
Employed
10.936355
Urban
Comprehensive
0
18
714
1
2019-08-22 15:21:39.116179
Good
No
Rarely
Apartment
761
35,310
29
Female
34,552
Married
null
Bachelor's
Self-Employed
36.267901
Suburban
Premium
null
11
778
7
2022-03-02 15:21:39.260856
Good
Yes
Daily
Condo
1,475
35,311
63
Male
47,329
Divorced
2
Bachelor's
null
36.9289
Rural
Premium
3
16
null
8
2022-07-11 15:21:39.223901
null
No
Daily
Apartment
2,385
35,312
36
Female
9,466
Divorced
2
Bachelor's
null
31.588867
Rural
Basic
1
8
427
3
2020-06-02 15:21:39.155231
Poor
Yes
Weekly
Condo
2,774
35,313
38
Female
87,055
Divorced
3
High School
null
30.566595
Rural
Premium
1
2
368
8
2023-02-07 15:21:39.248098
Poor
No
Monthly
Condo
772
35,314
37
Male
null
Single
4
High School
Unemployed
5.602708
Suburban
Basic
1
0
784
3
2020-09-22 15:21:39.134960
Good
Yes
Daily
Condo
273
35,315
54
Female
38,969
Single
null
High School
null
36.874353
Suburban
Comprehensive
0
0
758
2
2020-04-20 15:21:39.097737
Good
No
Monthly
House
1,231
35,316
58
Male
99,022
Divorced
0
Master's
Unemployed
24.887097
Suburban
Basic
0
18
456
6
2022-07-31 15:21:39.224915
Average
No
Monthly
Apartment
105
35,317
24
Male
null
Married
2
High School
Unemployed
43.813683
Urban
Comprehensive
1
10
643
9
2022-02-18 15:21:39.134960
null
Yes
Monthly
Condo
2,156
35,318
57
Female
35,466
Married
4
High School
null
41.146814
Rural
Basic
1
12
518
2
2019-12-09 15:21:39.211806
Good
Yes
Rarely
Apartment
628
35,319
19
Female
25,309
Single
2
PhD
null
43.486068
Rural
Premium
0
13
677
4
2021-05-07 15:21:39.281787
Average
Yes
Daily
House
466
35,320
37
Male
103,797
Single
2
High School
Employed
31.122595
Urban
Basic
null
0
444
5
2022-06-25 15:21:39.172097
Average
Yes
Weekly
Apartment
1,022
35,321
42
Male
15,210
Married
1
Bachelor's
Self-Employed
43.73428
Suburban
Basic
null
4
579
1
2022-06-21 15:21:39.270454
Good
Yes
Monthly
House
835
35,322
37
Female
18,796
Single
null
Master's
Unemployed
8.86916
Suburban
Basic
null
2
692
1
2020-08-05 15:21:39.252145
Poor
Yes
Weekly
Condo
1,069
35,323
50
Male
27,881
Married
4
Bachelor's
Unemployed
37.387623
Rural
Comprehensive
3
1
838
6
2024-02-07 15:21:39.134960
Average
No
Weekly
Apartment
627
35,324
58
Female
62,286
Single
0
PhD
Employed
11.06679
Rural
Basic
3
15
562
6
2023-08-02 15:21:39.081504
Good
No
Rarely
House
25
35,325
41
Male
15,696
Married
4
Master's
null
16.35387
Suburban
Basic
null
8
null
5
2023-02-09 15:21:39.106582
Average
Yes
Daily
Apartment
684
35,326
23
Male
44,171
Single
1
Master's
Employed
37.591081
Urban
Basic
null
6
685
7
2021-06-01 15:21:39.089116
Good
Yes
Weekly
House
2,707
35,327
34
Female
20,370
Divorced
4
PhD
Unemployed
30.165427
Rural
Premium
2
14
442
4
2020-03-23 15:21:39.154008
Poor
No
Monthly
House
589
35,328
45
Male
3,490
Single
0
PhD
Employed
27.089838
Urban
Comprehensive
null
17
648
5
2023-02-11 15:21:39.226954
Average
No
Daily
Condo
3,036
35,329
36
Female
43,748
Single
4
High School
null
12.982936
Rural
Comprehensive
1
15
538
1
2023-02-21 15:21:39.098696
Good
No
Weekly
Condo
496
35,330
26
Female
74,052
Divorced
1
High School
Unemployed
3.576064
Urban
Basic
3
11
491
4
2019-09-16 15:21:39.211806
Poor
Yes
Monthly
Condo
589
35,331
41
Female
1,690
Divorced
3
PhD
Unemployed
25.876203
Rural
Basic
null
10
null
1
2020-10-08 15:21:39.288099
Good
Yes
Weekly
House
417
35,332
37
Male
37,904
Married
3
PhD
null
45.453764
Suburban
Comprehensive
2
14
736
4
2020-04-14 15:21:39.237118
Average
Yes
Rarely
Apartment
434
35,333
39
Male
18,077
Single
2
Master's
Employed
49.395984
Rural
Basic
null
14
573
7
2022-05-11 15:21:39.244069
Average
Yes
Weekly
Apartment
1,488
35,334
54
Male
14,077
Divorced
4
Bachelor's
null
32.922806
Rural
Comprehensive
null
2
null
5
2020-01-16 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,033
35,335
60
Female
24,552
Single
4
Master's
null
15.853169
Rural
Premium
null
12
662
2
2020-11-24 15:21:39.134960
Good
No
Weekly
Apartment
1,238
35,336
33
Female
65,637
Married
0
PhD
null
null
Suburban
Premium
2
12
491
4
2023-04-26 15:21:39.222387
Poor
No
Rarely
Condo
1,229
35,337
56
Female
null
Single
1
Master's
Employed
24.410911
Urban
Basic
1
10
382
3
2021-02-18 15:21:39.092127
Good
No
Daily
Apartment
3,073
35,338
35
Male
75,416
Divorced
2
Bachelor's
Self-Employed
26.002935
Suburban
Comprehensive
1
17
778
4
2019-09-01 15:21:39.260856
Average
Yes
Weekly
House
3,180
35,339
19
Male
18,053
Married
2
Master's
Self-Employed
7.86836
Suburban
Comprehensive
null
14
751
4
2020-04-20 15:21:39.186212
Good
No
Monthly
Apartment
1,221
35,340
48
Female
23,961
Married
3
Master's
null
37.696053
Suburban
Basic
2
4
324
7
2022-11-22 15:21:39.106582
Good
Yes
Rarely
Condo
439
35,341
54
Male
46,850
Married
null
Bachelor's
Employed
18.715788
Urban
Premium
null
14
356
1
2019-10-12 15:21:39.283783
Good
No
Monthly
Condo
1,901
35,342
49
Male
859
Divorced
3
Bachelor's
Unemployed
30.717941
Urban
Basic
2
6
748
2
2023-06-29 15:21:39.134960
Good
Yes
Daily
Apartment
181
35,343
59
Male
70,797
Married
4
High School
Self-Employed
26.796489
Rural
Comprehensive
1
4
521
8
2023-05-27 15:21:39.092127
Good
No
Weekly
Apartment
362
35,344
61
Male
9,084
Married
4
Master's
null
18.934792
Rural
Premium
null
8
null
9
2023-08-30 15:21:39.194829
Average
No
Daily
Condo
709
35,345
37
Male
null
Single
3
Master's
Employed
31.582456
Rural
Basic
0
4
689
7
2022-04-22 15:21:39.261856
Poor
No
Daily
House
112
35,346
57
Male
81,477
Single
3
Bachelor's
Unemployed
22.764173
Suburban
Premium
0
5
372
8
2020-02-07 15:21:39.155231
Good
Yes
Daily
House
845
35,347
58
Female
9,117
Married
2
Master's
null
28.068182
Rural
Basic
0
16
347
7
2020-08-12 15:21:39.080440
Good
No
Monthly
Condo
668
35,348
23
Male
2,693
Married
0
High School
null
40.711194
Rural
Premium
1
19
488
7
2021-11-07 15:21:39.145732
Poor
No
Monthly
Apartment
4,513
35,349
32
Female
48,721
Single
4
High School
null
40.624609
Rural
Comprehensive
0
18
749
7
2021-08-16 15:21:39.179186
Good
No
Daily
Condo
47
35,350
57
Male
9,111
Single
2
Bachelor's
Unemployed
5.936644
Rural
Comprehensive
2
5
643
3
2020-11-09 15:21:39.237118
Average
No
Daily
Condo
2,371
35,351
21
Male
12,077
Single
4
Master's
Unemployed
34.926323
Suburban
Premium
2
3
498
5
2023-07-30 15:21:39.122134
Average
Yes
Monthly
House
2,930
35,352
46
Female
20,203
Married
4
High School
Unemployed
9.886476
Urban
Premium
1
4
524
3
2022-03-09 15:21:39.092127
Good
No
Daily
Apartment
958
35,353
44
Male
14,062
Single
2
PhD
Self-Employed
29.619012
Urban
Comprehensive
0
16
507
2
2022-09-17 15:21:39.231531
Average
Yes
Daily
House
1,613
35,354
55
Male
699
null
2
PhD
null
36.788482
Suburban
Basic
0
13
621
5
2022-04-19 15:21:39.134960
Poor
Yes
Monthly
House
977
35,355
39
Female
25,249
Married
2
Master's
Self-Employed
33.581409
Suburban
Comprehensive
1
11
590
6
2021-12-03 15:21:39.202448
Average
Yes
Daily
House
559
35,356
29
Female
2,424
Single
1
Master's
null
null
Suburban
Comprehensive
0
9
558
6
2021-03-16 15:21:39.155231
Poor
No
Weekly
Apartment
861
35,357
59
Female
2,521
Married
null
PhD
Employed
34.684204
Urban
Comprehensive
0
0
550
4
2023-12-08 15:21:39.087123
Poor
Yes
Monthly
Condo
187
35,358
63
Male
6,531
Married
2
High School
Employed
17.174744
Rural
Premium
null
2
633
9
2024-03-02 15:21:39.132191
Good
Yes
Monthly
Condo
1,171
35,359
18
Male
2,270
Divorced
0
High School
Self-Employed
10.753651
Urban
Premium
2
13
685
7
2020-05-25 15:21:39.252145
Good
Yes
Monthly
House
1,189
35,360
26
Female
8,904
Single
0
High School
Employed
20.083654
Suburban
Premium
0
5
null
5
2020-09-28 15:21:39.155231
Average
Yes
Rarely
House
1,048
35,361
32
Female
40,505
Single
null
Master's
null
23.671728
Suburban
Basic
1
6
null
3
2020-05-29 15:21:39.268507
Average
No
Rarely
Apartment
727
35,362
59
Female
464
Married
4
Master's
Unemployed
null
Rural
Comprehensive
null
4
632
3
2022-12-10 15:21:39.134960
null
No
Monthly
Condo
586
35,363
39
Male
6,425
Single
null
Master's
null
26.996599
Rural
Basic
null
9
621
1
2022-12-17 15:21:39.155231
Good
No
Monthly
House
1,676
35,364
31
Male
11,324
Single
0
Bachelor's
Employed
20.754714
Urban
Premium
0
1
503
3
2021-07-04 15:21:39.233485
Good
Yes
Monthly
Condo
568
35,365
64
Male
2,906
Married
4
High School
Unemployed
46.566893
Rural
Premium
2
6
770
8
2019-11-27 15:21:39.204790
Good
Yes
Rarely
House
657
35,366
48
Female
96,499
Divorced
4
High School
Employed
12.86968
Suburban
Basic
0
11
479
1
2023-10-28 15:21:39.167099
Average
No
Rarely
Apartment
1,836
35,367
null
Male
85,844
Divorced
4
Master's
null
null
Rural
Comprehensive
3
15
511
3
2024-01-01 15:21:39.285112
Good
Yes
Monthly
House
807
35,368
22
Female
55,892
Divorced
4
Bachelor's
Self-Employed
36.913545
Suburban
Basic
null
4
790
7
2020-05-04 15:21:39.231531
Poor
Yes
Rarely
House
132
35,369
26
Female
18,463
Divorced
3
Bachelor's
null
41.59082
Urban
Premium
0
9
553
9
2020-11-20 15:21:39.134960
Average
No
Daily
Apartment
1,968
35,370
63
Male
138,388
Married
1
Bachelor's
Unemployed
48.58776
Suburban
Basic
null
3
331
1
2019-09-14 15:21:39.281787
Poor
No
Daily
Apartment
2,816
35,371
61
Female
3,915
Divorced
2
Master's
Employed
22.174819
Rural
Comprehensive
2
4
823
3
2020-06-11 15:21:39.274993
Good
Yes
Monthly
Condo
1,836
35,372
56
Female
46,325
Single
0
High School
Unemployed
12.552641
Rural
Premium
null
17
653
6
2021-06-10 15:21:39.222387
Poor
No
Monthly
Apartment
874
35,373
41
Male
3,570
Divorced
4
Master's
Self-Employed
29.572684
Rural
Comprehensive
null
8
656
1
2020-11-25 15:21:39.111551
Poor
Yes
Weekly
Condo
2,630
35,374
26
Male
7,859
Divorced
4
PhD
null
27.764857
Rural
Basic
null
15
430
7
2022-06-07 15:21:39.226954
Poor
Yes
Weekly
Condo
2,615
35,375
62
Female
40,425
Single
null
High School
Employed
13.938327
Urban
Basic
2
11
610
1
2021-09-30 15:21:39.210805
Poor
Yes
Daily
Apartment
1,551
35,376
31
Male
33,055
Divorced
2
PhD
Self-Employed
17.715707
Rural
Basic
null
6
531
2
2022-09-22 15:21:39.093681
Poor
Yes
Daily
Apartment
1,789
35,377
53
Female
15,280
Married
1
High School
Self-Employed
47.824673
Suburban
Comprehensive
0
1
437
7
2024-08-11 15:21:39.168099
Average
No
Daily
Apartment
531
35,378
34
Female
689
Divorced
0
Bachelor's
Employed
24.757516
Urban
Basic
0
3
null
3
2022-03-23 15:21:39.194829
Average
No
Rarely
Apartment
2,287
35,379
19
Male
40,378
Married
null
High School
Self-Employed
null
Urban
Basic
null
2
687
6
2022-11-23 15:21:39.199447
Average
Yes
Rarely
Condo
434
35,380
59
Female
18,693
Single
3
Master's
Self-Employed
35.620717
Suburban
Basic
0
15
710
4
2019-10-20 15:21:39.122134
null
No
Monthly
Apartment
531
35,381
55
Male
22,591
Married
4
Bachelor's
Employed
30.539066
Urban
Basic
null
19
747
7
2022-01-22 15:21:39.155231
Good
Yes
Rarely
House
822
35,382
56
Female
3,653
Married
3
Master's
Unemployed
24.849504
Rural
Basic
2
7
688
1
2024-01-28 15:21:39.150730
Good
No
Monthly
Condo
248
35,383
56
Female
18,755
Married
0
High School
null
27.567221
Rural
Comprehensive
0
8
388
5
2021-04-09 15:21:39.172097
Good
No
Rarely
House
1,209
35,384
44
Male
6,051
Married
1
Master's
Employed
13.908236
Suburban
Comprehensive
null
10
472
8
2022-10-02 15:21:39.177724
Good
No
Rarely
Apartment
2,096
35,385
27
Female
23,115
null
4
Master's
Employed
26.966703
Urban
Comprehensive
0
6
838
9
2020-04-26 15:21:39.092127
Average
No
Monthly
House
938
35,386
18
Female
15,145
Single
4
Master's
null
22.824536
Rural
Basic
null
15
null
5
2020-06-19 15:21:39.288099
Good
No
Daily
Condo
765
35,387
19
Male
107,708
Divorced
4
Master's
Unemployed
36.818628
Urban
Premium
1
14
null
4
2020-02-17 15:21:39.081504
Good
No
Weekly
Condo
66
35,388
43
Female
56,523
Married
1
High School
Self-Employed
null
Rural
Comprehensive
1
15
648
8
2023-08-29 15:21:39.254678
null
Yes
Daily
Condo
793
35,389
56
Male
5,813
Married
1
PhD
Employed
16.27239
Urban
Premium
2
6
479
5
2020-01-10 15:21:39.216387
Average
Yes
Weekly
Condo
2,615
35,390
55
Male
35,113
Single
2
Master's
null
17.365956
Suburban
Premium
1
11
703
5
2022-05-30 15:21:39.122134
Poor
No
Weekly
Condo
2,728
35,391
60
Female
18,561
Divorced
1
PhD
null
34.914986
Rural
Basic
1
7
711
9
2020-02-06 15:21:39.134960
Average
Yes
Rarely
Apartment
1,561
35,392
45
Female
39,071
Divorced
2
Bachelor's
null
24.240741
Suburban
Comprehensive
2
10
575
2
2021-05-19 15:21:39.172097
Average
No
Daily
Condo
1,567
35,393
40
Female
11,361
Married
null
Master's
Self-Employed
5.504939
Rural
Premium
0
12
324
5
2021-11-11 15:21:39.236064
Poor
Yes
Daily
Apartment
576
35,394
28
Female
25,211
Single
2
Bachelor's
Self-Employed
13.085123
Rural
Comprehensive
null
18
303
7
2020-01-07 15:21:39.260856
Good
Yes
Rarely
Condo
1,422
35,395
52
Male
39,717
Married
1
High School
Unemployed
null
Suburban
Premium
1
8
497
3
2022-06-24 15:21:39.123711
Average
No
Weekly
House
952
35,396
21
Female
7,094
Divorced
2
High School
Employed
23.520746
Urban
Comprehensive
1
17
679
2
2023-03-08 15:21:39.288099
Good
Yes
Rarely
Condo
2,108
35,397
27
Female
59,894
Single
0
Master's
Employed
null
Urban
Premium
0
1
817
2
2019-12-27 15:21:39.225916
Average
No
Weekly
House
2,413
35,398
43
Female
70,730
Divorced
2
Master's
Self-Employed
51.927018
Urban
Comprehensive
0
5
542
3
2020-08-10 15:21:39.093681
Poor
Yes
Daily
Apartment
817
35,399
26
Male
72,815
Single
4
High School
Unemployed
12.734922
Rural
Comprehensive
1
19
334
9
2023-04-15 15:21:39.173834
Poor
No
Daily
House
3,348