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
47,300
28
Female
24,395
Single
4
PhD
Employed
21.849215
Urban
Basic
2
19
769
9
2020-11-12 15:21:39.274993
Average
No
Monthly
Condo
956
47,301
64
Male
25,791
Divorced
2
PhD
Unemployed
49.033635
Suburban
Comprehensive
1
8
633
6
2021-05-26 15:21:39.134960
Average
Yes
Daily
House
1,544
47,302
33
Female
6,566
null
1
Bachelor's
Employed
40.719764
Suburban
Basic
3
11
817
5
2021-05-08 15:21:39.090124
Poor
Yes
Daily
House
564
47,303
37
Male
3,223
Divorced
3
Bachelor's
Employed
41.971735
Urban
Premium
1
15
488
9
2022-01-09 15:21:39.166062
Poor
Yes
Monthly
Apartment
658
47,304
41
Female
8,076
Divorced
0
High School
Employed
null
Urban
Comprehensive
0
13
null
6
2024-06-19 15:21:39.084065
Good
Yes
Monthly
Condo
762
47,305
54
Female
22,041
Single
2
Master's
Employed
39.8162
Urban
Premium
null
13
755
3
2022-11-09 15:21:39.134960
Good
No
Daily
House
400
47,306
63
Male
23,206
Divorced
1
PhD
null
30.282079
Urban
Comprehensive
null
14
843
9
2021-07-30 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,139
47,307
55
Male
539
Single
null
PhD
Employed
48.906142
Suburban
Comprehensive
2
8
689
7
2023-08-24 15:21:39.084065
Average
Yes
Weekly
House
1,062
47,308
62
Female
92,925
Single
3
Master's
Unemployed
8.959389
Urban
Comprehensive
3
16
399
1
2020-09-26 15:21:39.246098
Average
No
Monthly
Apartment
765
47,309
63
Male
126,615
Divorced
null
High School
Unemployed
43.892242
Rural
Basic
0
6
788
2
2020-02-14 15:21:39.083497
Average
Yes
Rarely
Condo
115
47,310
46
Female
113,026
Single
null
PhD
Self-Employed
4.38847
Suburban
Basic
1
6
836
5
2019-12-13 15:21:39.146733
Good
No
Daily
House
2,207
47,311
55
Male
121,418
Single
3
Master's
Unemployed
17.239898
Suburban
Premium
1
14
622
3
2022-05-13 15:21:39.155231
null
No
Weekly
Apartment
346
47,312
31
Female
null
Single
null
Bachelor's
null
29.106024
Rural
Basic
0
17
311
4
2020-09-07 15:21:39.134960
Average
Yes
Rarely
Apartment
916
47,313
51
Female
1,094
Single
null
PhD
Self-Employed
17.679613
Rural
Basic
null
1
556
6
2021-05-25 15:21:39.134960
Poor
Yes
Daily
Apartment
2,579
47,314
25
Male
4,813
Single
2
Master's
null
11.771224
Urban
Comprehensive
1
1
662
9
2024-03-22 15:21:39.134960
Good
No
Rarely
House
3,226
47,315
30
Male
29,644
Single
2
Master's
Employed
16.780725
Suburban
Comprehensive
null
0
465
7
2024-06-06 15:21:39.283783
Average
Yes
Daily
House
52
47,316
29
Male
9,312
Divorced
4
High School
Employed
40.674384
Urban
Comprehensive
0
14
820
9
2021-04-29 15:21:39.281787
Average
Yes
Daily
House
93
47,317
25
Female
27,155
Married
null
Master's
null
33.856146
Rural
Comprehensive
0
14
579
2
2024-06-01 15:21:39.151732
Poor
Yes
Weekly
Apartment
592
47,318
22
Male
51,519
Divorced
2
Bachelor's
Employed
25.84376
Suburban
Comprehensive
1
18
416
5
2022-11-10 15:21:39.095696
Average
Yes
Daily
Condo
2,516
47,319
50
Male
12,600
Married
3
Master's
Unemployed
20.69604
Suburban
Basic
null
17
749
2
2023-02-15 15:21:39.155231
Good
Yes
Weekly
House
795
47,320
24
Female
1,903
Single
0
Bachelor's
null
14.162521
Urban
Comprehensive
1
10
null
4
2020-09-20 15:21:39.274993
Average
Yes
Monthly
Condo
1,903
47,321
60
Female
119
Divorced
2
PhD
Unemployed
20.726893
Urban
Premium
2
5
838
7
2021-07-16 15:21:39.258696
Poor
No
Weekly
Condo
479
47,322
47
Female
10,068
Divorced
4
Bachelor's
Unemployed
13.82925
Suburban
Premium
1
9
695
7
2021-12-09 15:21:39.130190
Average
No
Daily
Condo
129
47,323
48
Male
43,729
Divorced
2
Bachelor's
Unemployed
14.979397
Rural
Basic
null
6
626
3
2022-05-05 15:21:39.208842
Average
No
Weekly
Condo
1,263
47,324
29
Female
27,891
Single
4
Master's
Unemployed
9.944311
Rural
Premium
1
0
552
9
2023-07-24 15:21:39.096739
Poor
Yes
Weekly
Condo
1,255
47,325
38
Female
1,227
Divorced
2
High School
Employed
14.167904
Suburban
Comprehensive
1
17
575
8
2023-05-17 15:21:39.274993
Good
Yes
Rarely
Condo
2,972
47,326
45
Male
11,761
Single
3
Bachelor's
null
51.744955
Suburban
Premium
null
0
590
8
2021-09-26 15:21:39.132191
Poor
No
Weekly
Condo
3,501
47,327
40
Female
29,690
Divorced
null
High School
null
25.307892
Urban
Comprehensive
null
4
788
8
2023-12-05 15:21:39.185215
Good
No
Rarely
House
1,539
47,328
18
Male
110,010
Divorced
null
PhD
null
36.048215
Rural
Comprehensive
1
19
367
2
2020-12-04 15:21:39.134960
Poor
No
Rarely
Apartment
123
47,329
56
Male
43,878
Married
2
High School
Unemployed
20.081914
Rural
Comprehensive
0
19
457
2
2023-09-28 15:21:39.087123
Good
No
Weekly
Condo
93
47,330
44
Female
19,591
Divorced
0
Master's
Unemployed
49.886664
Rural
Premium
1
8
699
8
2020-06-07 15:21:39.134960
Poor
Yes
Weekly
House
916
47,331
46
Female
56,793
Married
2
PhD
Employed
12.496254
Rural
Premium
null
5
409
5
2021-09-08 15:21:39.082499
Good
Yes
Weekly
Condo
1,646
47,332
31
Male
7,061
Single
null
PhD
Employed
17.879573
Suburban
Comprehensive
0
17
727
9
2020-03-02 15:21:39.202448
Good
Yes
Weekly
Apartment
1,313
47,333
36
Male
16,444
Married
3
Master's
null
21.238527
Urban
Comprehensive
1
13
796
1
2020-06-04 15:21:39.108562
Average
Yes
Daily
Condo
971
47,334
55
Male
51,450
Divorced
3
High School
null
53.642237
Urban
Basic
2
5
null
4
2021-06-28 15:21:39.114118
Poor
Yes
Daily
House
2,749
47,335
26
Male
83,999
Married
2
Master's
null
49.172888
Suburban
Comprehensive
0
8
688
8
2023-09-21 15:21:39.215386
Poor
Yes
Monthly
Apartment
79
47,336
22
Female
5,769
Single
null
Bachelor's
null
31.77181
Rural
Premium
0
4
null
7
2023-04-04 15:21:39.183598
Average
No
Monthly
Apartment
1,095
47,337
47
Male
null
Single
0
High School
Self-Employed
47.703995
Rural
Comprehensive
1
15
512
9
2021-03-06 15:21:39.155231
null
Yes
Monthly
Apartment
2,305
47,338
50
Female
45,904
Married
4
Master's
Unemployed
3.945105
Rural
Comprehensive
1
1
766
5
2020-01-19 15:21:39.132191
Good
Yes
Weekly
Condo
556
47,339
42
Male
39,729
Divorced
4
Bachelor's
Employed
39.052439
Rural
Basic
null
4
462
2
2022-07-02 15:21:39.224915
Good
No
Monthly
House
806
47,340
19
Male
1,499
Single
null
PhD
Employed
26.865346
Rural
Comprehensive
1
1
442
9
2021-02-25 15:21:39.092127
Average
Yes
Weekly
Condo
1,414
47,341
23
Female
23,720
Single
null
PhD
Self-Employed
null
Suburban
Comprehensive
2
9
682
8
2021-04-04 15:21:39.092127
Poor
No
Rarely
Condo
708
47,342
54
Male
62,234
Divorced
null
Master's
Unemployed
37.358416
Rural
Basic
null
0
341
7
2024-04-30 15:21:39.254678
Average
No
Rarely
Condo
1,106
47,343
49
Male
914
Single
4
PhD
null
null
Rural
Basic
0
9
805
1
2022-02-26 15:21:39.134960
Average
No
Daily
Condo
589
47,344
59
Male
null
Single
0
Bachelor's
Unemployed
11.548712
Suburban
Comprehensive
null
5
582
7
2020-08-12 15:21:39.233485
Poor
No
Daily
House
393
47,345
39
Female
5,094
Divorced
4
Bachelor's
Self-Employed
47.737321
Urban
Comprehensive
1
14
null
2
2019-10-13 15:21:39.169102
Good
No
Daily
Condo
790
47,346
41
Female
579
Divorced
1
PhD
Employed
24.955334
Rural
Comprehensive
1
10
464
3
2020-06-13 15:21:39.134960
Good
Yes
Daily
House
651
47,347
62
Male
105,930
Married
0
High School
Self-Employed
48.679439
Urban
Basic
1
4
464
4
2020-04-21 15:21:39.151732
Average
Yes
Rarely
Apartment
3,253
47,348
43
Male
35,178
Single
3
Master's
Employed
14.769658
Rural
Premium
null
19
309
4
2023-09-26 15:21:39.252145
Poor
Yes
Weekly
Apartment
671
47,349
56
Male
43,882
Single
4
Master's
Unemployed
21.965193
Rural
Premium
0
6
591
9
2021-08-06 15:21:39.228521
Good
Yes
Daily
Apartment
491
47,350
38
Male
38,969
Divorced
2
High School
Unemployed
9.679415
Suburban
Premium
null
12
488
1
2022-11-04 15:21:39.175719
Good
Yes
Monthly
Condo
1,032
47,351
53
Male
689
Single
4
Bachelor's
Self-Employed
11.908572
Rural
Premium
null
17
null
3
2021-02-28 15:21:39.155231
Poor
No
Daily
Condo
2,325
47,352
45
Male
6,925
Single
4
PhD
Self-Employed
33.876387
Suburban
Comprehensive
3
14
332
8
2022-07-05 15:21:39.237118
Poor
No
Rarely
Apartment
1,537
47,353
60
Male
66,785
Divorced
2
Bachelor's
Unemployed
29.908321
Rural
Basic
null
9
713
9
2020-03-29 15:21:39.134960
Good
Yes
Weekly
Apartment
358
47,354
46
Female
132,449
Married
0
Bachelor's
Unemployed
18.076628
Rural
Comprehensive
2
12
549
8
2024-08-07 15:21:39.255696
Poor
Yes
Daily
Condo
2,895
47,355
26
Male
24,897
Married
3
Master's
Self-Employed
37.904102
Rural
Basic
1
16
662
1
2023-11-14 15:21:39.098696
Average
Yes
Rarely
Condo
479
47,356
37
Female
16,642
Divorced
4
High School
Employed
27.096145
Urban
Comprehensive
3
12
619
9
2020-03-09 15:21:39.268507
Average
Yes
Rarely
Condo
704
47,357
59
Female
13,446
Divorced
0
Master's
null
27.209048
Suburban
Basic
null
16
761
9
2019-10-18 15:21:39.192212
Average
No
Daily
Condo
2,167
47,358
36
Female
12,072
Married
4
High School
Unemployed
44.498864
Rural
Premium
null
4
769
9
2020-01-08 15:21:39.186212
null
Yes
Monthly
House
28
47,359
47
Male
1,438
Single
0
High School
Self-Employed
34.063029
Urban
Basic
1
10
541
3
2021-10-22 15:21:39.279729
Poor
No
Weekly
Condo
107
47,360
58
Female
3,925
Single
0
Bachelor's
null
null
Suburban
Premium
3
14
null
8
2022-02-14 15:21:39.244069
Poor
Yes
Monthly
Condo
619
47,361
38
Male
4,936
Divorced
null
PhD
null
25.011479
Suburban
Premium
2
16
637
7
2020-06-10 15:21:39.152732
Poor
No
Daily
Condo
923
47,362
20
Female
5,832
Single
4
Master's
null
19.039873
Suburban
Basic
null
13
832
1
2021-05-20 15:21:39.084065
Average
Yes
Rarely
Apartment
591
47,363
29
Male
1,174
Divorced
3
High School
Self-Employed
21.934106
Suburban
Basic
null
14
788
9
2024-01-12 15:21:39.237118
Average
No
Rarely
House
2,143
47,364
36
Male
16,095
Divorced
0
PhD
null
9.482599
Urban
Comprehensive
1
18
327
8
2024-07-12 15:21:39.134960
Average
Yes
Daily
Condo
705
47,365
36
Male
20,629
Divorced
0
Master's
null
31.777857
Urban
Premium
null
3
536
3
2023-07-26 15:21:39.171102
Average
Yes
Weekly
Condo
390
47,366
25
Male
null
Divorced
2
High School
null
50.835558
Suburban
Basic
null
16
678
9
2024-06-19 15:21:39.122134
Poor
No
Rarely
Apartment
1,867
47,367
62
Male
40,208
Divorced
4
Bachelor's
null
null
Urban
Basic
2
18
562
9
2019-11-22 15:21:39.190215
Poor
No
Rarely
Apartment
942
47,368
52
Female
40,487
Divorced
0
PhD
Employed
43.836998
Rural
Basic
null
11
562
6
2021-05-17 15:21:39.145732
Poor
Yes
Monthly
Apartment
1,171
47,369
62
Male
6,428
Single
0
Master's
null
27.764461
Rural
Premium
2
7
482
1
2022-06-06 15:21:39.098696
null
No
Daily
Apartment
1,010
47,370
41
Female
4,179
Divorced
4
Bachelor's
Employed
51.162787
Suburban
Premium
0
13
null
8
2024-04-26 15:21:39.132191
Good
No
Daily
Condo
495
47,371
53
Male
102,569
Single
2
High School
Self-Employed
40.823303
Rural
Premium
3
5
470
4
2022-03-22 15:21:39.096739
Poor
No
Monthly
Apartment
912
47,372
29
Female
27,478
Single
null
High School
null
31.746219
Rural
Comprehensive
null
12
null
9
2022-04-22 15:21:39.134960
Poor
Yes
Daily
Apartment
1,219
47,373
36
Female
94,886
Single
null
Master's
null
43.16887
Suburban
Comprehensive
1
8
476
9
2020-09-11 15:21:39.107553
Average
Yes
Rarely
Apartment
101
47,374
52
Female
117,584
Divorced
0
Master's
Unemployed
31.56712
Rural
Premium
0
14
337
6
2024-08-02 15:21:39.134960
Average
Yes
Weekly
Condo
890
47,375
47
Male
14,078
Married
0
PhD
Employed
11.128077
Suburban
Premium
null
18
729
6
2022-07-02 15:21:39.155231
Good
No
Daily
Condo
434
47,376
51
Male
34,963
Divorced
2
High School
null
37.36793
Urban
Premium
null
9
554
3
2022-04-27 15:21:39.104139
Good
No
Rarely
Apartment
239
47,377
38
Male
1,656
Divorced
4
Master's
Unemployed
34.247976
Rural
Premium
null
17
495
1
2024-08-10 15:21:39.231531
Good
Yes
Rarely
Apartment
1,071
47,378
18
Male
43,892
Single
1
PhD
Employed
13.929509
Rural
Basic
null
19
738
1
2019-12-20 15:21:39.149731
Good
Yes
Daily
Apartment
3,100
47,379
41
Female
5,947
Divorced
3
Master's
null
48.097398
Suburban
Premium
null
0
688
9
2024-04-27 15:21:39.269494
Average
Yes
Weekly
House
479
47,380
48
Female
null
Single
4
Bachelor's
Unemployed
22.174216
Suburban
Basic
3
9
420
5
2019-11-12 15:21:39.145732
Good
No
Daily
House
1,348
47,381
40
Male
45,840
Single
1
High School
Employed
21.074576
Rural
Basic
null
14
432
5
2022-09-18 15:21:39.164044
Good
Yes
Rarely
Apartment
3,347
47,382
32
Female
26,779
Married
4
Master's
Self-Employed
null
Rural
Premium
1
18
549
9
2023-05-10 15:21:39.095696
Good
No
Weekly
Apartment
661
47,383
29
Male
25,235
Married
0
Master's
null
15.241559
Urban
Premium
0
9
816
1
2021-06-02 15:21:39.144722
Good
Yes
Daily
Apartment
1,182
47,384
35
Male
8,489
Single
3
Bachelor's
Unemployed
4.483986
Rural
Premium
0
15
638
9
2023-01-28 15:21:39.155231
Good
Yes
Weekly
House
615
47,385
33
Male
33,405
Married
2
Master's
Self-Employed
28.674777
Urban
Premium
null
0
670
3
2021-11-28 15:21:39.134960
Average
Yes
Monthly
Apartment
1,058
47,386
57
Male
15,963
Single
3
High School
null
22.764174
Urban
Basic
null
13
826
1
2020-04-16 15:21:39.134960
Good
Yes
Daily
Apartment
1,636
47,387
20
Female
45,680
Divorced
0
PhD
Self-Employed
12.441314
Rural
Comprehensive
1
0
683
3
2021-01-07 15:21:39.134960
Good
Yes
Daily
Condo
2,296
47,388
48
Female
14,158
Divorced
2
High School
Employed
17.664453
Suburban
Premium
1
14
808
2
2023-02-21 15:21:39.245086
Poor
No
Monthly
Condo
897
47,389
50
Female
13,151
Married
2
PhD
Unemployed
12.007787
Urban
Premium
2
2
366
8
2022-10-08 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,211
47,390
57
Female
66,578
Married
1
PhD
Unemployed
11.944938
Urban
Basic
0
4
548
5
2021-09-09 15:21:39.261856
Good
Yes
Daily
House
48
47,391
62
Male
30,287
Single
3
High School
Unemployed
21.426717
Suburban
Premium
1
0
749
8
2022-01-17 15:21:39.099739
Poor
Yes
Monthly
House
1,488
47,392
45
Female
18,051
Divorced
0
PhD
Self-Employed
54.122613
Suburban
Basic
null
14
667
5
2022-09-18 15:21:39.187211
Good
Yes
Daily
House
1,514
47,393
54
Female
16,696
Married
3
Master's
null
34.05819
Rural
Premium
null
17
693
7
2021-03-18 15:21:39.155231
Good
No
Monthly
Condo
871
47,394
56
Female
767
Divorced
1
Bachelor's
Unemployed
39.835267
Urban
Premium
0
7
454
7
2023-10-26 15:21:39.279729
Good
Yes
Weekly
Apartment
1,510
47,395
41
Female
87,554
Divorced
3
High School
Employed
37.95869
Suburban
Basic
1
4
434
4
2024-02-03 15:21:39.222387
Good
Yes
Rarely
House
919
47,396
63
Female
6,073
Single
null
Bachelor's
Unemployed
19.874273
Suburban
Comprehensive
null
19
727
5
2022-01-02 15:21:39.219432
Poor
No
Monthly
Condo
1,614
47,397
34
Male
19,303
Single
4
Bachelor's
Employed
22.735673
Rural
Comprehensive
null
11
null
6
2021-08-28 15:21:39.256696
Good
No
Weekly
Apartment
472
47,398
49
Male
7,876
Divorced
null
Master's
Unemployed
26.777625
Urban
Premium
1
16
534
9
2020-02-23 15:21:39.204790
Poor
No
Weekly
House
582
47,399
57
Female
20,692
Married
1
Master's
null
24.366731
Rural
Comprehensive
0
7
321
6
2024-08-09 15:21:39.107553
Good
Yes
Daily
Apartment
1,344