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
1,181,300
31
Male
38,572
Divorced
2
High School
Self-Employed
16.394797
Urban
Comprehensive
null
11
566
9
2020-07-30 15:21:39.283783
Average
Yes
Monthly
Condo
1,848
1,181,301
22
Male
29,058
Divorced
2
Master's
Self-Employed
48.67675
Urban
Comprehensive
0
17
null
5
2022-10-21 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,276
1,181,302
61
Female
29,006
Married
1
PhD
null
15.848698
Rural
Comprehensive
null
10
null
1
2020-08-29 15:21:39.174719
Poor
No
Rarely
House
1,580
1,181,303
33
Male
48,568
Single
4
Master's
Unemployed
37.015768
Rural
Premium
4
8
508
6
2024-01-06 15:21:39.125660
Average
Yes
Rarely
Apartment
2,898
1,181,304
57
Female
17,096
Married
4
Bachelor's
null
43.638943
Rural
Comprehensive
1
4
767
6
2023-02-27 15:21:39.134960
Average
No
Rarely
Condo
774
1,181,305
45
Male
15,581
Single
1
PhD
Unemployed
26.788749
Suburban
Comprehensive
1
1
432
5
2019-09-13 15:21:39.096739
Average
No
Daily
House
1,176
1,181,306
63
Female
23,983
Single
1
Master's
null
36.756698
Rural
Premium
null
19
454
2
2020-03-23 15:21:39.237118
Poor
Yes
Daily
Condo
1,112
1,181,307
36
Female
20,122
Divorced
2
PhD
null
37.252082
Suburban
Comprehensive
null
7
781
8
2021-06-13 15:21:39.126661
Poor
Yes
Daily
Apartment
634
1,181,308
61
Male
2,876
Single
null
High School
Self-Employed
17.597632
Urban
Comprehensive
2
11
828
3
2020-04-29 15:21:39.237118
Average
Yes
Daily
House
551
1,181,309
44
Male
30,213
Single
1
High School
Unemployed
15.796891
Suburban
Comprehensive
0
6
584
8
2022-02-06 15:21:39.248098
Average
Yes
Daily
Condo
441
1,181,310
37
Male
19,320
Married
3
Bachelor's
Unemployed
33.512858
Urban
Premium
0
19
709
8
2021-09-04 15:21:39.173834
Poor
Yes
Weekly
Apartment
247
1,181,311
63
Female
9,051
Divorced
4
High School
Unemployed
15.66485
Rural
Basic
0
12
null
3
2021-06-03 15:21:39.155231
Poor
Yes
Weekly
House
563
1,181,312
42
Male
22,459
Divorced
0
PhD
Employed
44.323743
Suburban
Comprehensive
1
9
829
7
2022-11-01 15:21:39.126661
null
Yes
Monthly
Condo
22
1,181,313
43
Male
688
null
1
Master's
Unemployed
43.241331
Suburban
Premium
0
15
613
9
2023-11-20 15:21:39.278402
Good
No
Weekly
House
1,844
1,181,314
28
Female
39,724
Divorced
1
High School
Employed
40.683537
Urban
Comprehensive
2
7
705
2
2020-03-31 15:21:39.169102
Good
Yes
Rarely
Condo
1,327
1,181,315
60
Male
142,060
Divorced
0
High School
Self-Employed
15.74421
Urban
Basic
1
17
418
2
2020-11-22 15:21:39.171102
Poor
No
Daily
House
1,209
1,181,316
33
Female
46,101
Divorced
3
PhD
Employed
37.25502
Rural
Basic
null
6
751
8
2023-05-19 15:21:39.224915
Good
Yes
Monthly
Apartment
940
1,181,317
39
Male
null
Divorced
3
Master's
Self-Employed
22.819295
Rural
Basic
1
9
376
7
2023-02-19 15:21:39.172097
Average
Yes
Rarely
Condo
544
1,181,318
61
Male
26,351
Married
0
Master's
Self-Employed
8.164895
Urban
Basic
null
6
747
1
2024-07-07 15:21:39.252145
Poor
No
Daily
Condo
568
1,181,319
59
Female
60,821
Divorced
2
High School
Employed
14.489847
Rural
Premium
2
1
491
5
2021-10-19 15:21:39.208842
Poor
No
Weekly
Apartment
2,585
1,181,320
19
Male
63,843
Single
3
Bachelor's
null
7.788266
Suburban
Basic
2
12
null
9
2023-02-07 15:21:39.155231
Good
No
Monthly
Apartment
2,097
1,181,321
60
Male
138,810
Married
1
Bachelor's
Self-Employed
40.918447
Urban
Comprehensive
3
1
580
8
2023-02-06 15:21:39.094752
Good
No
Daily
Condo
1,839
1,181,322
42
Male
71,330
Married
3
PhD
Unemployed
51.869473
Suburban
Basic
1
5
null
9
2022-10-21 15:21:39.244069
Average
No
Rarely
Apartment
1,096
1,181,323
35
Female
93,972
Divorced
4
Master's
Employed
8.871275
Urban
Premium
1
19
null
3
2022-09-27 15:21:39.283783
Average
No
Daily
Apartment
32
1,181,324
29
Female
1,345
Married
2
Bachelor's
null
null
Rural
Comprehensive
1
2
797
4
2020-05-20 15:21:39.134960
Average
Yes
Rarely
Condo
28
1,181,325
28
Male
2,495
Single
2
High School
Unemployed
21.773439
Suburban
Premium
2
10
756
5
2023-06-28 15:21:39.106582
Average
No
Daily
Condo
788
1,181,326
47
Male
69,989
Married
2
Bachelor's
Unemployed
18.835691
Urban
Comprehensive
null
17
553
9
2024-05-18 15:21:39.245086
Average
No
Rarely
House
110
1,181,327
64
Female
4,926
Single
4
Bachelor's
Unemployed
8.291145
Suburban
Comprehensive
2
13
805
2
2024-02-13 15:21:39.083497
Average
Yes
Rarely
Condo
602
1,181,328
52
Female
null
Divorced
1
Bachelor's
Employed
43.714311
Urban
Comprehensive
0
19
381
3
2021-04-07 15:21:39.089116
Average
Yes
Weekly
Condo
1,872
1,181,329
50
Male
16,168
Single
0
Master's
null
14.847646
Urban
Comprehensive
null
19
644
3
2024-03-31 15:21:39.152732
Good
Yes
Daily
House
872
1,181,330
37
Male
12,992
Married
3
High School
Unemployed
17.737872
Rural
Basic
2
19
628
2
2019-09-25 15:21:39.251142
Poor
No
Rarely
Apartment
1,041
1,181,331
62
Male
2,359
Divorced
4
Master's
Self-Employed
24.735168
Suburban
Comprehensive
2
3
470
5
2020-08-22 15:21:39.205850
Good
No
Daily
House
1,403
1,181,332
20
Female
3,623
Married
null
PhD
Employed
25.719921
Rural
Comprehensive
2
8
null
9
2020-06-09 15:21:39.155231
Average
No
Weekly
House
240
1,181,333
42
Female
33,041
Divorced
null
High School
null
25.455729
Rural
Premium
null
9
null
5
2022-05-24 15:21:39.128286
Poor
No
Weekly
Apartment
26
1,181,334
33
Female
null
Single
3
High School
Unemployed
13.076898
Suburban
Premium
1
8
337
8
2021-11-25 15:21:39.211806
Poor
No
Rarely
Condo
437
1,181,335
49
Male
18,100
Married
4
PhD
Self-Employed
16.895608
Suburban
Basic
null
7
572
8
2021-03-13 15:21:39.084065
Good
Yes
Rarely
House
39
1,181,336
22
Female
91,677
Married
3
High School
Unemployed
22.092822
Rural
Premium
null
2
313
5
2019-09-07 15:21:39.180553
Average
Yes
Rarely
Condo
431
1,181,337
53
Female
3,714
Married
0
Master's
Unemployed
null
Rural
Comprehensive
0
13
null
9
2023-11-14 15:21:39.171102
Average
No
Rarely
Apartment
24
1,181,338
54
Female
84,461
Single
3
PhD
null
17.014998
Urban
Premium
null
12
563
4
2022-04-14 15:21:39.172097
Average
Yes
Rarely
House
60
1,181,339
51
Female
8,897
Single
2
High School
null
18.988453
Rural
Basic
0
8
576
4
2020-10-03 15:21:39.149731
Poor
No
Daily
Apartment
961
1,181,340
25
Female
58,412
Married
0
High School
null
25.261863
Urban
Comprehensive
2
3
451
4
2023-02-15 15:21:39.134960
Good
No
Monthly
Condo
1,782
1,181,341
62
Female
23,708
Married
4
High School
null
30.904247
Urban
Premium
null
7
null
8
2020-06-12 15:21:39.155231
Good
No
Weekly
Condo
759
1,181,342
52
Female
4,824
Divorced
0
PhD
Unemployed
20.076386
Rural
Premium
0
9
705
4
2023-05-27 15:21:39.155231
Average
No
Weekly
Apartment
1,851
1,181,343
36
Female
64,883
Single
0
Bachelor's
Employed
39.030714
Urban
Premium
0
10
376
6
2024-03-28 15:21:39.172097
Good
No
Monthly
Apartment
1,570
1,181,344
58
Male
47,626
Married
4
Bachelor's
null
13.776834
Rural
Premium
0
14
442
3
2021-03-03 15:21:39.265513
Good
Yes
Daily
Condo
2,322
1,181,345
63
Male
82,866
Divorced
null
High School
Self-Employed
null
Rural
Premium
null
7
496
9
2024-08-03 15:21:39.285112
Average
Yes
Daily
Condo
696
1,181,346
52
Female
27,984
Married
null
Bachelor's
Unemployed
null
Urban
Basic
1
19
831
4
2022-12-05 15:21:39.288099
Average
No
Monthly
House
1,135
1,181,347
46
Female
47,633
Married
4
High School
null
13.944278
Urban
Basic
null
5
361
8
2022-11-20 15:21:39.134960
Average
Yes
Weekly
Apartment
567
1,181,348
52
Male
817
Married
3
PhD
Unemployed
42.845261
Suburban
Comprehensive
2
5
796
3
2023-01-17 15:21:39.134960
Average
Yes
Rarely
Apartment
661
1,181,349
55
Female
6,056
Married
3
Bachelor's
null
8.812122
Urban
Premium
0
15
null
5
2022-05-04 15:21:39.167099
Good
Yes
Monthly
Condo
1,298
1,181,350
41
Female
11,357
Divorced
3
Bachelor's
Self-Employed
9.495027
Suburban
Basic
null
10
328
3
2020-04-29 15:21:39.237118
Average
No
Monthly
House
724
1,181,351
30
Male
12,720
Divorced
null
Master's
Unemployed
38.939394
Urban
Comprehensive
0
2
658
5
2023-12-28 15:21:39.290098
Average
No
Rarely
Condo
1,118
1,181,352
37
Female
10,015
Married
4
PhD
null
35.888974
Rural
Premium
0
17
575
1
2021-04-29 15:21:39.289099
Good
No
Rarely
Condo
1,377
1,181,353
49
Female
26,553
Divorced
2
High School
Unemployed
11.548434
Suburban
Comprehensive
1
18
653
3
2019-08-21 15:21:39.134960
Average
Yes
Rarely
Condo
835
1,181,354
22
Female
18,692
Married
3
Master's
null
31.945561
Suburban
Basic
1
17
744
2
2019-10-27 15:21:39.166062
Poor
No
Rarely
Apartment
1,875
1,181,355
55
Female
38,413
Divorced
2
Bachelor's
Unemployed
20.744395
Rural
Basic
null
11
586
9
2020-08-02 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,630
1,181,356
22
Female
15,478
Single
4
Master's
null
20.357838
Rural
Basic
1
8
688
5
2021-08-06 15:21:39.237118
Average
Yes
Monthly
Condo
1,162
1,181,357
43
Female
82,077
Married
null
High School
Unemployed
20.740656
Suburban
Premium
1
7
432
4
2020-03-29 15:21:39.252145
Average
Yes
Weekly
House
670
1,181,358
42
Male
39,734
Divorced
1
High School
null
31.89395
Suburban
Basic
2
11
541
6
2024-01-14 15:21:39.170099
Average
No
Daily
Condo
589
1,181,359
53
Male
34,371
Single
3
Master's
Employed
33.859631
Rural
Comprehensive
0
16
566
7
2021-06-01 15:21:39.172097
Good
Yes
Rarely
House
1,986
1,181,360
33
Male
29,072
Divorced
3
Bachelor's
null
14.844156
Rural
Basic
0
15
null
7
2024-03-11 15:21:39.182597
Poor
Yes
Rarely
Condo
479
1,181,361
59
Female
6,680
Single
4
Bachelor's
null
27.924539
Rural
Comprehensive
null
3
825
1
2023-02-13 15:21:39.192212
Poor
No
Rarely
House
854
1,181,362
41
Female
45,936
Married
2
High School
Self-Employed
26.788908
Rural
Comprehensive
null
3
null
1
2021-02-26 15:21:39.202448
Poor
No
Rarely
Condo
614
1,181,363
49
Male
11,640
Married
null
Bachelor's
Employed
32.033735
Suburban
Comprehensive
1
19
706
8
2022-06-14 15:21:39.155231
Average
No
Monthly
House
401
1,181,364
34
Male
39,379
Single
0
High School
null
33.918798
Urban
Basic
null
4
394
6
2023-06-21 15:21:39.103737
Average
Yes
Weekly
Apartment
788
1,181,365
61
Male
18,086
Single
4
PhD
Employed
8.581766
Suburban
Basic
null
19
691
6
2023-06-29 15:21:39.206847
null
No
Weekly
Condo
1,192
1,181,366
18
Male
39,062
Married
2
Master's
null
23.438848
Suburban
Basic
null
12
783
3
2022-07-05 15:21:39.190215
Poor
No
Weekly
House
719
1,181,367
40
Female
132,736
Married
4
Master's
null
22.146588
Urban
Basic
null
4
419
9
2022-09-15 15:21:39.194829
Good
Yes
Rarely
House
2,787
1,181,368
63
Male
null
Divorced
2
PhD
Unemployed
20.936274
Rural
Comprehensive
0
3
679
4
2019-09-10 15:21:39.232526
Poor
No
Weekly
House
147
1,181,369
32
Female
25,530
Married
0
PhD
Employed
23.512744
Suburban
Comprehensive
2
2
null
9
2023-04-24 15:21:39.149731
Poor
No
Rarely
Condo
1,171
1,181,370
57
Female
93,435
Single
3
High School
Self-Employed
30.355889
Suburban
Basic
null
6
805
1
2020-04-19 15:21:39.094752
Average
Yes
Weekly
Condo
333
1,181,371
38
Female
141,101
Married
2
High School
Unemployed
16.494548
Suburban
Basic
2
16
762
8
2023-05-02 15:21:39.231531
Good
Yes
Weekly
House
1,874
1,181,372
18
Male
15,485
Married
3
High School
null
null
Rural
Premium
null
4
624
4
2021-01-24 15:21:39.269494
Average
Yes
Weekly
Apartment
690
1,181,373
43
Male
1,029
Divorced
4
PhD
null
27.527491
Urban
Comprehensive
2
12
561
8
2022-03-16 15:21:39.155231
Good
Yes
Monthly
Apartment
477
1,181,374
33
Male
null
Divorced
4
PhD
Unemployed
33.879491
Suburban
Premium
null
1
556
4
2021-10-30 15:21:39.217387
Poor
Yes
Monthly
Apartment
326
1,181,375
58
Female
6,097
Married
null
Master's
Employed
20.257565
Suburban
Basic
null
9
717
9
2022-02-26 15:21:39.283783
Poor
Yes
Monthly
House
819
1,181,376
56
Male
23,401
Divorced
2
PhD
Unemployed
23.310944
Suburban
Basic
2
14
539
7
2021-01-11 15:21:39.097737
Average
No
Rarely
House
1,241
1,181,377
19
Male
43,841
Divorced
3
Bachelor's
null
28.938973
Rural
Premium
null
13
null
9
2020-05-09 15:21:39.194829
Poor
No
Daily
House
1,036
1,181,378
18
Male
29,092
Divorced
2
Bachelor's
null
21.865764
Suburban
Premium
0
10
565
1
2023-06-03 15:21:39.288099
Average
Yes
Monthly
Condo
619
1,181,379
47
Female
20,720
Divorced
0
PhD
Employed
23.284988
Suburban
Comprehensive
1
3
757
3
2024-05-01 15:21:39.155231
Average
Yes
Daily
House
1,148
1,181,380
55
Female
6,871
Divorced
4
PhD
Self-Employed
5.128645
Suburban
Comprehensive
2
19
null
7
2022-03-16 15:21:39.279729
Average
Yes
Rarely
Condo
1,207
1,181,381
26
Male
111,028
Married
4
Master's
Unemployed
21.537825
Urban
Comprehensive
null
10
556
6
2020-09-19 15:21:39.154008
Good
No
Daily
Condo
73
1,181,382
35
Male
30,983
Single
1
Master's
Employed
16.371738
Urban
Comprehensive
0
0
null
1
2021-06-14 15:21:39.084065
Poor
Yes
Rarely
Condo
1,057
1,181,383
47
Female
18,368
Single
0
Bachelor's
Unemployed
13.927973
Urban
Premium
1
5
821
7
2022-03-04 15:21:39.134960
Good
Yes
Weekly
House
1,213
1,181,384
52
Female
38,154
Married
1
High School
Unemployed
41.494621
Suburban
Premium
0
10
543
5
2021-11-01 15:21:39.237118
Poor
Yes
Monthly
Condo
3,618
1,181,385
29
Female
5,099
Single
4
Master's
null
null
Suburban
Comprehensive
null
6
705
2
2021-11-23 15:21:39.205850
Average
No
Monthly
House
1,526
1,181,386
28
Female
26,772
Divorced
2
Master's
Employed
30.955462
Rural
Premium
0
0
692
9
2023-06-10 15:21:39.107553
Average
Yes
Monthly
Condo
1,258
1,181,387
62
Female
44,333
Divorced
4
Master's
Self-Employed
5.753322
Suburban
Premium
1
17
530
8
2024-03-23 15:21:39.088124
Poor
Yes
Daily
Apartment
481
1,181,388
33
Male
null
Single
4
Master's
null
24.826658
Suburban
Premium
null
0
471
8
2020-10-17 15:21:39.169102
Good
Yes
Monthly
House
1,885
1,181,389
37
Male
38,230
Married
3
Master's
Self-Employed
48.086621
Suburban
Basic
0
2
496
2
2020-01-14 15:21:39.192212
Good
No
Daily
Apartment
253
1,181,390
49
Male
3,067
Divorced
2
High School
null
21.981327
Suburban
Premium
0
13
555
6
2020-06-16 15:21:39.237118
Poor
No
Rarely
Apartment
3,460
1,181,391
39
Female
26,296
Single
1
PhD
Unemployed
47.065991
Suburban
Basic
1
18
648
3
2019-08-18 15:21:39.237118
Poor
No
Rarely
House
548
1,181,392
null
Female
74,419
Divorced
null
Master's
Self-Employed
12.551657
Suburban
Basic
0
13
468
3
2022-12-25 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,078
1,181,393
37
Female
51,581
Single
null
PhD
null
33.770946
Rural
Comprehensive
null
18
331
1
2020-06-04 15:21:39.271453
Poor
Yes
Daily
Apartment
1,269
1,181,394
61
Female
6,857
Single
0
High School
Unemployed
5.46067
Rural
Basic
1
0
828
1
2024-05-03 15:21:39.177724
Average
No
Weekly
Apartment
746
1,181,395
61
Male
64,793
Divorced
3
PhD
Employed
18.596264
Urban
Premium
0
11
680
7
2019-10-08 15:21:39.203442
Good
Yes
Daily
Apartment
267
1,181,396
49
Female
25,963
Divorced
2
Bachelor's
Self-Employed
null
Rural
Premium
null
19
730
6
2022-04-13 15:21:39.175719
Good
Yes
Weekly
Condo
1,194
1,181,397
52
Male
10,651
Single
null
High School
Unemployed
31.814204
Suburban
Basic
0
0
null
9
2020-10-08 15:21:39.133866
Average
Yes
Daily
Condo
704
1,181,398
45
Female
864
Divorced
0
Master's
null
24.757858
Urban
Comprehensive
null
18
802
6
2021-02-12 15:21:39.232526
Average
Yes
Weekly
House
3,534
1,181,399
61
Male
25,373
Single
4
Master's
Unemployed
10.843198
Urban
Comprehensive
0
9
790
4
2022-02-02 15:21:39.079128
Poor
Yes
Daily
House
1,851