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
1,160,400
32
Male
39,722
Single
0
Master's
Self-Employed
15.959189
Urban
Basic
null
16
321
1
2021-07-31 15:21:39.105504
Average
No
Monthly
House
1,460
1,160,401
31
Female
19,259
Single
4
Master's
Unemployed
24.094676
Suburban
Comprehensive
0
9
581
1
2020-05-14 15:21:39.182597
Good
Yes
Daily
House
1,238
1,160,402
44
Female
7,092
Divorced
4
High School
Employed
37.92859
Rural
Comprehensive
2
6
463
4
2020-10-20 15:21:39.172097
Average
Yes
Rarely
House
2,613
1,160,403
30
Female
9,072
Single
4
Bachelor's
Unemployed
47.471488
Urban
Basic
0
4
744
6
2020-03-23 15:21:39.228521
Poor
Yes
Rarely
House
2,675
1,160,404
53
Female
17,894
Divorced
null
PhD
Employed
15.377048
Suburban
Basic
1
14
767
2
2020-09-23 15:21:39.230483
Average
No
Weekly
Apartment
685
1,160,405
37
Female
6,662
Married
4
PhD
Self-Employed
39.094659
Suburban
Comprehensive
2
11
430
4
2021-08-07 15:21:39.167099
Good
No
Weekly
Condo
2,563
1,160,406
33
Female
135,562
Married
2
High School
null
39.778835
Rural
Comprehensive
2
2
792
7
2020-04-28 15:21:39.237118
Poor
Yes
Weekly
House
28
1,160,407
34
Male
18,794
Married
4
High School
null
25.627802
Rural
Premium
null
5
561
8
2020-08-24 15:21:39.134960
Average
No
Weekly
Condo
588
1,160,408
62
Male
17,105
Divorced
null
Bachelor's
Self-Employed
19.945728
Rural
Comprehensive
1
1
404
1
2023-08-17 15:21:39.258696
Good
Yes
Weekly
House
810
1,160,409
40
Female
4,918
Married
3
High School
Self-Employed
34.127765
Urban
Comprehensive
2
19
846
9
2020-12-31 15:21:39.155231
Good
No
Weekly
House
488
1,160,410
43
Female
24,182
Single
4
High School
Unemployed
48.074514
Suburban
Premium
0
1
641
6
2023-01-06 15:21:39.278402
null
Yes
Daily
Apartment
1,670
1,160,411
59
Male
44,638
Single
0
High School
null
20.455436
Urban
Comprehensive
0
12
432
3
2022-05-14 15:21:39.208842
Good
No
Monthly
House
1,205
1,160,412
62
Male
6,260
Divorced
1
High School
null
7.926934
Rural
Premium
null
3
494
7
2019-08-25 15:21:39.283783
Average
Yes
Daily
Condo
189
1,160,413
33
Male
53,148
Married
2
High School
null
13.234068
Urban
Comprehensive
1
4
728
8
2024-07-28 15:21:39.218388
Average
Yes
Monthly
Condo
404
1,160,414
38
Female
12,086
Single
1
Bachelor's
Employed
28.099089
Suburban
Comprehensive
1
14
716
8
2023-04-27 15:21:39.237118
Good
No
Weekly
House
473
1,160,415
46
Female
3,615
Divorced
2
PhD
Unemployed
28.717782
Suburban
Premium
2
8
515
3
2022-05-06 15:21:39.095696
Poor
Yes
Weekly
House
1,238
1,160,416
51
Female
6,916
Single
2
High School
Unemployed
37.883348
Urban
Premium
0
7
811
1
2022-01-16 15:21:39.152732
Good
Yes
Monthly
Apartment
990
1,160,417
58
Male
26,180
Divorced
0
Master's
Unemployed
23.533543
Rural
Comprehensive
1
3
676
5
2021-03-20 15:21:39.134960
Average
No
Weekly
Apartment
537
1,160,418
31
Male
47,546
Married
null
PhD
Employed
17.683509
Suburban
Premium
1
0
418
9
2021-07-24 15:21:39.243673
Poor
Yes
Daily
Condo
2,227
1,160,419
43
Male
8,098
Married
3
Master's
Self-Employed
47.717168
Urban
Basic
null
17
498
7
2023-10-11 15:21:39.134960
Good
No
Daily
House
25
1,160,420
24
Female
4,893
Single
0
Bachelor's
Self-Employed
22.947731
Urban
Premium
2
13
558
5
2023-07-27 15:21:39.143708
Average
Yes
Rarely
Condo
616
1,160,421
61
Male
28,785
Married
null
High School
null
12.824483
Urban
Comprehensive
null
0
null
7
2020-04-20 15:21:39.220389
Average
Yes
Daily
Apartment
1,163
1,160,422
50
Male
382
Single
4
Master's
null
45.081807
Rural
Comprehensive
1
10
494
6
2020-11-30 15:21:39.254678
Average
No
Daily
Apartment
1,045
1,160,423
20
Male
null
Divorced
1
Master's
Self-Employed
8.271601
Suburban
Comprehensive
2
6
829
1
2024-05-31 15:21:39.134960
Average
Yes
Monthly
House
45
1,160,424
28
Male
4,940
Married
2
Bachelor's
Employed
null
Urban
Comprehensive
0
1
688
9
2020-11-11 15:21:39.134960
Poor
No
Daily
Condo
1,033
1,160,425
47
Male
5,905
Married
4
Master's
Employed
29.41262
Rural
Comprehensive
null
19
786
1
2023-12-20 15:21:39.093681
Good
No
Monthly
Condo
975
1,160,426
44
Female
36,303
Divorced
4
Master's
Self-Employed
16.738795
Urban
Basic
null
18
651
8
2022-12-27 15:21:39.134960
Good
No
Monthly
Condo
1,322
1,160,427
50
Female
2,486
Married
0
Bachelor's
Employed
22.724141
Suburban
Comprehensive
null
8
690
7
2024-03-14 15:21:39.143708
Good
No
Monthly
Condo
29
1,160,428
61
Male
717
Married
1
PhD
null
24.84564
Suburban
Premium
null
3
351
7
2022-01-01 15:21:39.096739
Average
Yes
Rarely
Apartment
975
1,160,429
40
Female
60,424
null
1
Bachelor's
Employed
20.888956
Rural
Basic
0
9
326
2
2023-07-06 15:21:39.207847
Good
No
Daily
Apartment
1,282
1,160,430
53
Female
81,174
Divorced
4
High School
Employed
9.865894
Rural
Basic
1
18
498
8
2020-04-15 15:21:39.224915
Good
No
Daily
House
119
1,160,431
55
Male
122,978
Single
3
PhD
Employed
3.093158
Urban
Premium
null
12
331
3
2020-07-27 15:21:39.134960
Good
No
Monthly
Apartment
762
1,160,432
35
Male
5,887
Single
4
Master's
Unemployed
14.817489
Urban
Basic
null
15
493
7
2020-11-10 15:21:39.165120
Average
No
Weekly
Apartment
380
1,160,433
61
Female
8,881
Single
4
PhD
Unemployed
null
Rural
Comprehensive
0
13
790
8
2022-10-29 15:21:39.191219
Good
No
Monthly
Condo
664
1,160,434
28
Female
74,951
Single
0
Bachelor's
Employed
27.484077
Suburban
Basic
null
18
397
2
2024-05-05 15:21:39.230483
Poor
No
Rarely
Apartment
627
1,160,435
27
Female
20,380
Single
1
Bachelor's
Unemployed
42.724173
Suburban
Premium
2
11
686
3
2022-10-20 15:21:39.155231
Average
No
Daily
Condo
307
1,160,436
23
Female
37,149
Single
3
High School
Unemployed
15.16764
Urban
Basic
1
12
550
3
2022-10-18 15:21:39.104139
Average
No
Weekly
Apartment
1,618
1,160,437
58
Female
28,112
Single
4
Master's
null
31.829154
Suburban
Comprehensive
1
13
756
4
2022-02-28 15:21:39.226954
Average
No
Weekly
Apartment
549
1,160,438
22
Female
21,647
Married
1
High School
Employed
35.826676
Rural
Basic
null
5
320
9
2024-07-14 15:21:39.087123
Poor
No
Monthly
Condo
845
1,160,439
20
Male
6,491
Married
1
Master's
Employed
24.270072
Rural
Premium
4
16
610
7
2020-07-03 15:21:39.237118
Poor
No
Rarely
Condo
1,438
1,160,440
30
Male
1,098
Married
1
PhD
Unemployed
18.829685
Suburban
Basic
0
3
496
4
2022-11-02 15:21:39.251142
Average
No
Daily
Apartment
1,856
1,160,441
60
Female
39,627
Married
3
Bachelor's
Employed
37.653227
Urban
Basic
1
5
null
5
2023-10-17 15:21:39.182597
null
Yes
Monthly
Apartment
860
1,160,442
35
Female
135,967
Married
1
PhD
Unemployed
16.560177
Urban
Premium
0
4
391
2
2024-02-11 15:21:39.091080
Average
No
Daily
Condo
1,161
1,160,443
34
Male
9,098
Married
1
Master's
Self-Employed
null
Rural
Basic
1
10
816
7
2022-03-16 15:21:39.237118
Average
Yes
Daily
Apartment
871
1,160,444
21
Male
39,069
Single
4
PhD
Employed
15.965163
Suburban
Comprehensive
0
16
798
8
2020-02-03 15:21:39.175719
Good
No
Daily
Apartment
524
1,160,445
22
Male
142,999
Married
3
PhD
Self-Employed
46.055764
Rural
Basic
1
18
482
7
2023-03-05 15:21:39.092127
Average
No
Daily
Condo
48
1,160,446
39
Male
5,825
Married
3
Master's
null
25.287576
Rural
Comprehensive
null
15
616
2
2019-09-25 15:21:39.134960
Poor
No
Monthly
House
526
1,160,447
44
Female
82,712
Single
3
PhD
null
34.773604
Suburban
Comprehensive
null
9
629
3
2019-09-26 15:21:39.288099
Good
No
Daily
Apartment
412
1,160,448
30
Male
142,082
Divorced
0
PhD
Unemployed
14.65146
Rural
Basic
1
16
766
1
2021-09-18 15:21:39.237118
Poor
Yes
Rarely
Apartment
393
1,160,449
43
Male
20,999
Married
2
PhD
Unemployed
28.583725
Rural
Basic
0
13
671
9
2023-08-30 15:21:39.224915
Average
Yes
Weekly
Condo
740
1,160,450
49
Male
4,680
Single
4
Master's
Self-Employed
43.013799
Urban
Basic
1
7
470
5
2021-10-02 15:21:39.175719
Good
Yes
Weekly
Condo
979
1,160,451
63
Female
44,058
Divorced
1
Master's
Employed
38.59347
Urban
Basic
null
0
null
5
2024-04-09 15:21:39.281787
Poor
Yes
Monthly
Condo
790
1,160,452
63
Female
13,791
Divorced
3
PhD
null
17.828582
Suburban
Comprehensive
null
0
469
3
2023-12-19 15:21:39.155231
Average
No
Weekly
Apartment
1,053
1,160,453
36
Male
447
Divorced
1
PhD
Self-Employed
16.08105
Rural
Premium
0
19
707
2
2019-12-13 15:21:39.228521
Good
Yes
Rarely
House
573
1,160,454
61
Female
56,500
Married
3
Bachelor's
null
27.082129
Rural
Comprehensive
1
9
693
2
2022-10-06 15:21:39.268507
Average
Yes
Daily
House
367
1,160,455
33
Male
40,753
Divorced
0
High School
null
25.611386
Rural
Premium
1
0
722
2
2024-05-08 15:21:39.237118
Poor
No
Weekly
Condo
641
1,160,456
37
Male
7,401
Divorced
1
PhD
Employed
36.083857
Rural
Comprehensive
null
10
835
7
2022-07-21 15:21:39.087123
Good
Yes
Rarely
Condo
1,111
1,160,457
48
Female
114,109
Divorced
0
PhD
Self-Employed
16.973166
Rural
Comprehensive
1
6
677
9
2020-01-04 15:21:39.206847
Average
Yes
Rarely
House
48
1,160,458
64
Female
27,189
Single
2
PhD
Unemployed
20.817982
Urban
Premium
3
17
743
7
2020-06-24 15:21:39.208842
Poor
Yes
Daily
Condo
1,745
1,160,459
36
Female
29,127
Divorced
3
PhD
Unemployed
48.774153
Urban
Basic
null
4
511
7
2020-03-07 15:21:39.134960
Average
No
Monthly
Condo
1,318
1,160,460
42
Male
28,218
Married
4
Master's
Self-Employed
20.163367
Suburban
Basic
0
10
578
9
2020-11-22 15:21:39.132191
Poor
No
Rarely
Apartment
506
1,160,461
49
Male
131,118
Divorced
0
Bachelor's
null
18.813964
Suburban
Basic
2
5
515
4
2022-12-30 15:21:39.134960
Poor
No
Monthly
Apartment
2,369
1,160,462
35
Male
30,221
null
2
PhD
Unemployed
17.98018
Suburban
Premium
null
18
null
8
2020-02-23 15:21:39.155231
Poor
Yes
Daily
Apartment
442
1,160,463
42
Male
25,776
Married
null
Master's
Self-Employed
6.316538
Suburban
Basic
null
18
null
6
2022-12-07 15:21:39.180553
Good
Yes
Monthly
Condo
24
1,160,464
41
Male
41,008
Single
2
PhD
null
22.944452
Rural
Comprehensive
0
14
571
9
2023-11-20 15:21:39.209847
Good
No
Monthly
Apartment
1,046
1,160,465
21
Female
14,076
Single
2
High School
null
16.241708
Rural
Premium
1
0
463
7
2022-06-22 15:21:39.096739
Average
Yes
Daily
Apartment
589
1,160,466
19
Female
2,445
Divorced
0
Master's
Unemployed
null
Urban
Premium
0
13
739
2
2024-06-06 15:21:39.152732
Average
No
Weekly
Condo
1,358
1,160,467
30
Male
879
Single
0
High School
Employed
19.511788
Rural
Comprehensive
0
2
459
3
2023-10-14 15:21:39.124659
Poor
No
Weekly
House
928
1,160,468
57
Female
92,577
Married
0
High School
Employed
24.734978
Suburban
Comprehensive
0
5
398
6
2021-03-24 15:21:39.214388
Good
Yes
Monthly
Condo
834
1,160,469
52
Male
33,096
Married
1
High School
Employed
17.858742
Suburban
Comprehensive
0
15
437
8
2024-04-17 15:21:39.120168
Poor
No
Weekly
House
1,034
1,160,470
64
Female
15,891
Divorced
4
High School
Unemployed
27.888718
Suburban
Comprehensive
0
11
716
8
2024-03-26 15:21:39.253660
Poor
No
Rarely
Condo
816
1,160,471
57
Male
null
Divorced
2
High School
Self-Employed
5.682692
Suburban
Basic
null
12
647
6
2020-07-09 15:21:39.186212
Average
Yes
Monthly
Apartment
183
1,160,472
null
Female
4,610
Divorced
0
Bachelor's
Self-Employed
43.081068
Suburban
Basic
0
9
592
8
2020-02-04 15:21:39.235012
Average
No
Rarely
Condo
33
1,160,473
51
Male
2,415
Divorced
4
Master's
Unemployed
20.367766
Suburban
Premium
1
1
null
8
2019-08-17 15:21:39.112553
Average
Yes
Monthly
Condo
2,274
1,160,474
59
Male
10,163
Divorced
2
Bachelor's
Unemployed
23.790524
Suburban
Comprehensive
2
3
654
4
2024-02-15 15:21:39.190215
Poor
Yes
Rarely
Apartment
571
1,160,475
44
Male
19,963
Divorced
null
Master's
Unemployed
30.241546
Rural
Basic
1
1
421
8
2023-08-02 15:21:39.091080
Poor
No
Weekly
Apartment
3,763
1,160,476
40
Male
8,048
Married
null
PhD
Self-Employed
6.754523
Urban
Comprehensive
0
3
738
2
2022-12-03 15:21:39.214388
Poor
Yes
Monthly
Apartment
1,024
1,160,477
59
Male
20,997
Single
1
PhD
null
32.415515
Suburban
Comprehensive
0
3
533
1
2019-10-07 15:21:39.235012
Average
No
Weekly
House
2,369
1,160,478
22
Male
25,961
Married
1
High School
Employed
29.812552
Urban
Comprehensive
null
14
585
3
2020-06-12 15:21:39.080440
Poor
No
Weekly
House
1,099
1,160,479
63
Female
86,689
Divorced
4
Bachelor's
Self-Employed
13.247217
Urban
Basic
1
12
683
9
2024-03-24 15:21:39.092127
Good
Yes
Weekly
Apartment
67
1,160,480
47
Male
17,323
Married
3
PhD
Self-Employed
18.98814
Urban
Premium
1
11
502
4
2023-03-05 15:21:39.134960
Good
No
Daily
House
1,249
1,160,481
22
Male
3,484
Single
2
Master's
Unemployed
11.634124
Urban
Basic
2
9
null
7
2022-08-04 15:21:39.170099
Poor
Yes
Weekly
Apartment
1,531
1,160,482
32
Female
139,973
Single
0
Bachelor's
Self-Employed
11.073484
Suburban
Comprehensive
3
15
647
1
2023-04-15 15:21:39.223901
Poor
No
Rarely
Condo
33
1,160,483
35
Male
null
Married
3
Master's
Employed
33.73576
Urban
Basic
3
3
575
5
2019-12-27 15:21:39.237118
null
Yes
Monthly
Apartment
2,630
1,160,484
39
Male
3,565
Married
3
PhD
null
22.996079
Urban
Basic
1
12
676
9
2023-08-01 15:21:39.164044
Poor
Yes
Daily
Apartment
2,697
1,160,485
57
Male
23,998
Married
4
PhD
Employed
null
Urban
Premium
0
7
624
6
2024-07-01 15:21:39.155231
Poor
No
Weekly
Condo
1,616
1,160,486
53
Male
15,882
Single
1
Bachelor's
Employed
43.628425
Suburban
Comprehensive
null
16
485
1
2023-10-17 15:21:39.288099
Good
No
Weekly
House
1,520
1,160,487
51
Male
53,712
Single
2
Master's
null
25.592246
Rural
Premium
1
10
711
5
2021-03-08 15:21:39.155231
Good
Yes
Monthly
Apartment
162
1,160,488
58
Female
26,962
Divorced
4
High School
null
33.847631
Suburban
Premium
1
5
514
1
2023-09-20 15:21:39.272456
Average
No
Monthly
Apartment
798
1,160,489
47
Male
61,499
Single
1
Master's
Unemployed
33.672982
Suburban
Premium
0
1
364
4
2020-07-21 15:21:39.175719
null
Yes
Daily
Apartment
1,513
1,160,490
27
Female
17,086
Single
0
High School
Unemployed
14.7885
Suburban
Comprehensive
1
3
662
9
2024-01-29 15:21:39.254678
null
Yes
Rarely
Condo
816
1,160,491
46
Male
6,815
Divorced
0
High School
Self-Employed
49.322926
Suburban
Comprehensive
1
13
589
7
2020-01-07 15:21:39.106582
Average
No
Rarely
Apartment
516
1,160,492
32
Male
59,456
Single
2
Master's
Unemployed
46.788136
Suburban
Basic
null
3
841
1
2023-10-12 15:21:39.177724
Good
Yes
Monthly
House
78
1,160,493
53
Male
18,382
Single
3
Bachelor's
Employed
33.449944
Suburban
Comprehensive
0
4
804
1
2021-04-23 15:21:39.218388
Good
Yes
Rarely
Apartment
35
1,160,494
47
Female
5,912
Divorced
1
PhD
Employed
45.567321
Urban
Premium
2
19
745
4
2020-11-17 15:21:39.248098
Good
No
Daily
Condo
1,257
1,160,495
33
Female
26,193
Single
4
PhD
Unemployed
28.232678
Urban
Comprehensive
2
17
810
1
2023-02-05 15:21:39.095696
Average
Yes
Rarely
Condo
819
1,160,496
57
Female
5,743
Divorced
0
Master's
null
36.177716
Suburban
Comprehensive
0
16
841
8
2022-09-26 15:21:39.144722
Good
Yes
Weekly
Condo
832
1,160,497
31
Male
44,968
Married
2
Bachelor's
null
27.049668
Rural
Comprehensive
2
19
685
9
2022-02-27 15:21:39.134960
Average
No
Weekly
House
1,257
1,160,498
23
Male
18,958
Divorced
1
High School
Employed
26.981741
Urban
Premium
0
18
365
8
2020-04-06 15:21:39.248098
Poor
Yes
Weekly
Condo
1,977
1,160,499
58
Female
27,984
Divorced
1
PhD
null
46.852111
Rural
Comprehensive
1
10
659
4
2024-02-09 15:21:39.155231
Good
No
Rarely
Apartment
1,287