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
1,188,400
53
Female
2,492
Single
2
PhD
Unemployed
null
Urban
Premium
2
10
806
7
2020-01-14 15:21:39.246098
Good
Yes
Monthly
Condo
710
1,188,401
49
Male
2,560
Married
0
Bachelor's
Self-Employed
33.626818
Rural
Premium
0
13
440
6
2023-09-24 15:21:39.143708
Poor
No
Rarely
Condo
1,435
1,188,402
35
Female
34,692
Married
null
Master's
null
32.092586
Suburban
Comprehensive
0
18
null
7
2021-12-04 15:21:39.084065
Average
No
Rarely
Apartment
3,022
1,188,403
55
Female
39,711
Married
1
Bachelor's
Unemployed
6.011724
Urban
Basic
2
17
551
9
2020-03-04 15:21:39.244069
Average
No
Daily
Condo
228
1,188,404
43
Male
18,429
Married
2
High School
Self-Employed
16.096061
Rural
Premium
0
16
573
9
2024-01-18 15:21:39.206847
Average
No
Rarely
Condo
1,326
1,188,405
44
Female
3,315
Single
0
Bachelor's
null
17.473004
Rural
Comprehensive
1
19
632
3
2019-08-20 15:21:39.203442
Poor
Yes
Weekly
Apartment
363
1,188,406
20
Male
7,095
Married
0
Master's
null
10.734831
Urban
Premium
null
3
603
2
2021-05-15 15:21:39.134960
Poor
No
Monthly
Apartment
819
1,188,407
30
Female
6,973
Married
0
PhD
Employed
44.27504
Rural
Premium
0
13
532
8
2022-06-16 15:21:39.248098
Average
No
Daily
House
739
1,188,408
39
Male
1,475
Divorced
4
Bachelor's
null
23.065202
Suburban
Basic
4
14
827
9
2023-01-21 15:21:39.175719
Average
No
Weekly
Apartment
1,053
1,188,409
57
Female
2,999
Married
null
PhD
Unemployed
25.350128
Suburban
Premium
1
10
321
7
2020-10-08 15:21:39.237118
Good
No
Daily
Condo
539
1,188,410
46
Male
83,951
Married
4
Bachelor's
null
14.29455
Rural
Basic
0
2
337
1
2023-06-22 15:21:39.119168
Good
No
Weekly
House
295
1,188,411
39
Male
5,063
Divorced
4
PhD
Self-Employed
49.5241
Rural
Premium
2
7
373
3
2022-09-08 15:21:39.164044
Good
No
Monthly
Apartment
724
1,188,412
55
Female
14,881
Divorced
3
Master's
null
49.847264
Rural
Comprehensive
1
14
790
3
2022-08-18 15:21:39.281787
Poor
Yes
Daily
Condo
618
1,188,413
27
Female
23,706
Divorced
2
Master's
null
20.813886
Suburban
Basic
1
18
492
2
2019-09-17 15:21:39.290098
Average
Yes
Monthly
Apartment
2,121
1,188,414
41
Male
72,327
Divorced
4
High School
Employed
16.777623
Urban
Comprehensive
1
8
336
1
2021-11-03 15:21:39.092127
Average
No
Rarely
Apartment
1,466
1,188,415
62
Male
38,662
Divorced
3
PhD
null
14.769658
Rural
Comprehensive
1
6
448
3
2023-09-09 15:21:39.237118
Good
Yes
Rarely
House
393
1,188,416
43
Male
29,740
Married
2
High School
null
18.038309
Suburban
Premium
2
1
814
3
2022-04-26 15:21:39.202448
Good
No
Monthly
Condo
828
1,188,417
46
Female
15,363
Single
2
PhD
null
32.86725
Suburban
Comprehensive
null
19
636
1
2024-01-07 15:21:39.185215
null
No
Weekly
Condo
1,215
1,188,418
34
Female
24,603
Single
4
Bachelor's
null
35.897833
Rural
Premium
0
3
543
8
2021-08-07 15:21:39.237118
Good
No
Monthly
House
1,461
1,188,419
20
Female
33,591
Married
1
High School
Employed
32.868126
Rural
Comprehensive
3
4
342
7
2022-01-21 15:21:39.174719
Good
No
Daily
House
1,099
1,188,420
18
Female
9,516
Married
3
PhD
Self-Employed
29.657008
Rural
Basic
1
13
531
6
2023-02-17 15:21:39.167099
Poor
Yes
Rarely
House
552
1,188,421
30
Female
31,575
Married
1
Master's
Self-Employed
14.45508
Suburban
Premium
1
16
329
4
2022-02-27 15:21:39.274993
null
Yes
Monthly
House
1,138
1,188,422
57
Male
2,474
Married
2
PhD
Self-Employed
12.964698
Urban
Basic
3
19
531
9
2021-07-06 15:21:39.134960
Good
Yes
Daily
Apartment
1,628
1,188,423
36
Female
32,015
Divorced
4
High School
Employed
48.858388
Suburban
Premium
1
10
733
2
2021-12-23 15:21:39.114118
Good
Yes
Monthly
Condo
3,936
1,188,424
24
Female
5,307
Single
3
Master's
Unemployed
12.760628
Rural
Basic
null
19
null
6
2022-04-17 15:21:39.150730
Average
Yes
Daily
Condo
1,748
1,188,425
25
Female
12,891
Married
4
Bachelor's
Employed
null
Urban
Premium
1
16
677
4
2020-06-16 15:21:39.134960
Good
Yes
Daily
House
1,653
1,188,426
54
Male
5,911
Single
4
PhD
null
16.187077
Urban
Comprehensive
0
13
613
3
2023-04-08 15:21:39.120168
Poor
Yes
Daily
House
2,698
1,188,427
33
Female
30,647
Divorced
3
Master's
null
19.924898
Suburban
Comprehensive
1
11
447
7
2024-01-02 15:21:39.126661
Average
No
Daily
Condo
385
1,188,428
60
Male
38,229
Married
0
PhD
null
39.582371
Suburban
Basic
0
13
636
7
2022-10-14 15:21:39.272456
Poor
Yes
Daily
House
394
1,188,429
40
Male
5,090
Single
3
High School
null
39.876303
Urban
Basic
3
1
603
5
2024-06-18 15:21:39.237118
Poor
No
Daily
Condo
3,858
1,188,430
35
Male
30,647
Married
3
PhD
null
30.148867
Rural
Premium
0
0
783
3
2023-09-23 15:21:39.237118
Poor
Yes
Rarely
House
1,640
1,188,431
57
Male
8,069
Divorced
4
Master's
Self-Employed
10.945681
Urban
Premium
1
1
664
9
2023-01-24 15:21:39.134960
Good
No
Weekly
House
818
1,188,432
52
Female
90,500
Divorced
4
Master's
null
null
Rural
Premium
null
15
null
9
2020-02-09 15:21:39.187211
Average
No
Weekly
Apartment
2,817
1,188,433
21
Male
14,097
Single
2
Master's
null
34.016878
Rural
Premium
1
0
511
5
2024-07-03 15:21:39.248098
Poor
No
Rarely
Apartment
706
1,188,434
46
Male
61,706
Single
0
Bachelor's
Unemployed
null
Urban
Basic
1
12
622
8
2023-03-15 15:21:39.094752
Good
No
Daily
House
2,027
1,188,435
53
Female
1,338
Divorced
0
Master's
Unemployed
20.254464
Suburban
Premium
2
4
null
4
2023-10-31 15:21:39.090124
Poor
Yes
Weekly
House
1,430
1,188,436
47
Male
28,198
Married
2
PhD
Self-Employed
38.873193
Suburban
Basic
null
0
470
3
2021-03-02 15:21:39.194829
Poor
Yes
Monthly
Condo
1,191
1,188,437
54
Female
35,407
Divorced
2
High School
Self-Employed
40.508823
Urban
Comprehensive
0
16
708
3
2024-03-31 15:21:39.235012
null
Yes
Daily
House
1,444
1,188,438
38
Male
15,963
Single
null
High School
Employed
5.328906
Urban
Basic
1
17
null
7
2024-06-11 15:21:39.177724
null
No
Daily
Condo
415
1,188,439
60
Female
5,067
Single
0
PhD
null
7.945582
Suburban
Basic
null
0
null
2
2023-09-29 15:21:39.213373
Average
No
Weekly
Apartment
1,337
1,188,440
62
Female
39,737
Married
1
High School
Unemployed
null
Urban
Comprehensive
0
15
791
2
2020-10-12 15:21:39.155231
Poor
No
Weekly
Apartment
20
1,188,441
30
Female
35,841
Married
4
Master's
Self-Employed
19.591755
Rural
Comprehensive
null
0
null
8
2020-12-27 15:21:39.092127
Average
Yes
Weekly
House
2,147
1,188,442
32
Male
14,079
Divorced
4
PhD
Unemployed
39.636304
Rural
Basic
null
9
609
1
2024-03-04 15:21:39.146733
Poor
Yes
Daily
Condo
597
1,188,443
64
Female
65,805
Married
3
Bachelor's
Unemployed
25.944276
Rural
Comprehensive
1
5
709
8
2022-10-04 15:21:39.228521
Good
Yes
Rarely
House
415
1,188,444
45
Male
116,733
Divorced
3
PhD
Unemployed
20.903176
Rural
Comprehensive
2
12
662
8
2020-06-02 15:21:39.289099
Poor
No
Daily
House
4,261
1,188,445
51
Male
16,123
Married
1
High School
null
30.160936
Urban
Premium
1
13
647
6
2021-08-31 15:21:39.144722
Average
Yes
Monthly
House
2,543
1,188,446
47
Female
96,495
Divorced
1
PhD
Self-Employed
8.619146
Urban
Basic
1
1
435
9
2022-11-29 15:21:39.087123
Average
No
Monthly
House
739
1,188,447
61
Male
null
Married
null
PhD
null
20.537907
Rural
Basic
0
15
395
7
2021-10-10 15:21:39.206847
Poor
Yes
Daily
House
1,052
1,188,448
59
Female
745
Divorced
2
Bachelor's
Self-Employed
null
Rural
Premium
0
8
685
3
2023-12-30 15:21:39.237118
Average
No
Rarely
Condo
1,549
1,188,449
19
Female
16,211
Married
3
Bachelor's
Unemployed
15.811756
Urban
Comprehensive
2
0
678
9
2019-09-02 15:21:39.173834
Average
Yes
Weekly
Apartment
108
1,188,450
28
Male
12,676
Married
3
High School
Employed
20.835257
Rural
Basic
1
13
558
5
2022-08-01 15:21:39.267454
Average
No
Rarely
Condo
2,402
1,188,451
29
Female
24,881
Divorced
2
PhD
Unemployed
12.086264
Suburban
Basic
null
3
825
9
2024-06-14 15:21:39.237118
Good
No
Monthly
Apartment
489
1,188,452
46
Female
37,125
Married
1
Bachelor's
Unemployed
22.624791
Rural
Comprehensive
1
5
null
4
2024-04-08 15:21:39.092127
Good
Yes
Weekly
Apartment
1,032
1,188,453
20
Male
146,056
Single
0
Master's
Employed
38.917007
Urban
Premium
2
18
null
5
2023-08-05 15:21:39.102694
Poor
Yes
Rarely
Apartment
2,855
1,188,454
21
Female
98,508
Single
3
High School
null
43.389621
Suburban
Comprehensive
null
13
583
8
2024-02-21 15:21:39.245086
Poor
No
Monthly
House
229
1,188,455
21
Female
15,981
Single
3
High School
Self-Employed
12.059411
Rural
Comprehensive
0
16
null
2
2022-10-07 15:21:39.205850
Poor
No
Weekly
House
1,046
1,188,456
46
Male
29,702
Married
1
Master's
Employed
12.746337
Suburban
Basic
3
18
531
1
2022-03-21 15:21:39.134960
Poor
Yes
Rarely
House
3,072
1,188,457
32
Female
null
Married
null
High School
null
7.998514
Urban
Basic
3
5
807
7
2022-09-24 15:21:39.253660
Average
No
Monthly
House
4,032
1,188,458
26
Female
10,046
Single
0
Bachelor's
Self-Employed
28.090904
Urban
Basic
null
2
null
6
2020-06-11 15:21:39.192212
Poor
Yes
Monthly
House
803
1,188,459
29
Female
3,891
Single
3
Bachelor's
null
null
Urban
Premium
0
4
324
4
2022-07-19 15:21:39.100695
Good
Yes
Daily
Condo
1,741
1,188,460
26
Female
20,225
Divorced
2
High School
Employed
22.236961
Rural
Comprehensive
null
9
661
6
2023-01-06 15:21:39.281787
Average
No
Daily
House
1,156
1,188,461
19
Female
3,668
Married
0
Master's
Unemployed
21.744338
Suburban
Premium
null
12
633
5
2024-05-31 15:21:39.082499
Poor
Yes
Monthly
Apartment
2,298
1,188,462
24
Male
1,853
Married
2
High School
Unemployed
14.858558
Rural
Basic
null
10
661
5
2020-09-22 15:21:39.261856
Good
No
Rarely
House
2,577
1,188,463
24
Male
6,964
Single
4
PhD
Self-Employed
16.946603
Suburban
Basic
3
6
616
4
2020-02-27 15:21:39.223901
Good
Yes
Rarely
Condo
1,326
1,188,464
43
Female
35,608
Divorced
1
PhD
Self-Employed
16.676658
Rural
Comprehensive
null
5
831
2
2021-10-09 15:21:39.134960
Average
Yes
Daily
House
476
1,188,465
49
Female
7,894
Married
null
PhD
Unemployed
27.878697
Rural
Basic
1
0
787
7
2023-09-19 15:21:39.175719
Poor
Yes
Weekly
Condo
928
1,188,466
54
Female
34,357
Single
2
PhD
Employed
47.638728
Rural
Basic
1
12
693
3
2023-10-29 15:21:39.233998
Average
No
Weekly
Condo
993
1,188,467
40
Male
null
Divorced
1
High School
Employed
50.845145
Suburban
Comprehensive
2
17
566
9
2019-09-20 15:21:39.252145
Poor
Yes
Daily
Apartment
2,832
1,188,468
63
Female
43,556
Single
0
Bachelor's
Unemployed
13.738949
Urban
Comprehensive
0
2
433
1
2023-10-30 15:21:39.202448
Poor
No
Rarely
Condo
113
1,188,469
42
Female
null
Married
1
Master's
null
52.418933
Rural
Premium
1
16
693
6
2022-11-15 15:21:39.224915
null
Yes
Daily
Apartment
603
1,188,470
37
Female
20,360
Single
2
High School
Employed
32.181818
Suburban
Comprehensive
0
8
728
4
2024-04-01 15:21:39.202448
Poor
No
Weekly
House
431
1,188,471
52
Female
76,537
Single
1
Master's
Unemployed
null
Rural
Basic
3
15
753
5
2024-05-14 15:21:39.155231
null
Yes
Monthly
Apartment
1,569
1,188,472
19
Male
3,520
Married
1
Master's
Self-Employed
22.960531
Suburban
Comprehensive
3
19
529
8
2024-01-03 15:21:39.146733
Average
Yes
Rarely
Condo
1,502
1,188,473
25
Female
34,067
Divorced
0
Master's
Unemployed
26.943228
Rural
Comprehensive
null
18
520
4
2020-04-16 15:21:39.216387
Average
Yes
Rarely
Apartment
27
1,188,474
55
Male
18,882
Single
0
Master's
Self-Employed
20.923804
Urban
Basic
1
3
null
7
2021-11-18 15:21:39.279729
Poor
Yes
Rarely
House
26
1,188,475
42
Male
9,417
Single
2
Bachelor's
null
7.416664
Urban
Premium
0
3
null
7
2021-06-23 15:21:39.167099
Poor
No
Rarely
Apartment
715
1,188,476
32
Female
7,991
Married
4
High School
Employed
27.567193
Urban
Basic
2
2
517
2
2024-03-10 15:21:39.194829
Good
No
Monthly
House
2,396
1,188,477
37
Male
149,473
Married
2
Bachelor's
Employed
12.919128
Rural
Comprehensive
0
19
844
4
2020-08-05 15:21:39.126661
null
Yes
Weekly
Condo
137
1,188,478
23
Female
758
Divorced
3
Master's
Employed
7.191917
Urban
Basic
2
13
null
4
2024-07-08 15:21:39.175719
Good
Yes
Rarely
Apartment
1,344
1,188,479
44
Female
33,055
Married
3
Bachelor's
null
17.715707
Rural
Basic
0
3
607
2
2022-07-23 15:21:39.101733
Good
No
Rarely
Condo
2,175
1,188,480
21
Female
8,864
Single
0
High School
Self-Employed
51.960426
Suburban
Basic
0
6
495
7
2021-02-05 15:21:39.274993
Good
No
Monthly
Apartment
1,015
1,188,481
37
Male
null
Divorced
null
PhD
Employed
21.091949
Urban
Premium
2
4
839
3
2021-08-06 15:21:39.281787
Poor
No
Daily
Condo
434
1,188,482
54
Female
8,420
Married
1
Bachelor's
Employed
5.722114
Urban
Comprehensive
1
1
675
6
2023-04-08 15:21:39.084065
Average
Yes
Weekly
Apartment
1,342
1,188,483
57
Female
109,148
Married
1
Master's
Unemployed
27.914634
Urban
Premium
0
14
null
9
2023-08-28 15:21:39.094752
Good
Yes
Rarely
House
184
1,188,484
56
Male
40,952
Single
null
PhD
Employed
6.673079
Urban
Comprehensive
1
1
767
9
2021-09-01 15:21:39.091080
Good
No
Daily
Condo
813
1,188,485
60
Male
725
Single
3
High School
Self-Employed
22.82623
Rural
Comprehensive
1
15
635
1
2021-08-20 15:21:39.084065
Average
No
Weekly
Condo
184
1,188,486
50
Male
33,010
Single
null
Master's
Self-Employed
4.418978
Rural
Comprehensive
null
18
647
3
2021-07-08 15:21:39.134960
Average
No
Weekly
Condo
479
1,188,487
25
Female
8,053
Single
0
Master's
null
38.095818
Suburban
Basic
null
11
441
3
2022-03-30 15:21:39.092127
Good
No
Daily
Condo
576
1,188,488
22
Male
117,775
Married
2
PhD
Employed
53.185589
Suburban
Basic
1
10
824
6
2020-08-31 15:21:39.278180
Good
No
Rarely
Condo
1,524
1,188,489
35
Male
61,689
Married
2
Bachelor's
null
16.085691
Suburban
Basic
0
7
466
5
2023-03-11 15:21:39.245086
Average
No
Rarely
Apartment
2,339
1,188,490
33
Female
106,858
Married
0
Master's
null
40.056626
Rural
Basic
2
16
414
3
2020-07-20 15:21:39.283783
Average
No
Daily
Condo
1,575
1,188,491
24
Female
47,490
Divorced
0
Bachelor's
Self-Employed
4.939168
Urban
Basic
3
14
null
9
2021-10-31 15:21:39.096739
Poor
No
Rarely
Condo
1,862
1,188,492
31
Male
43,842
Single
4
Bachelor's
null
9.766556
Rural
Comprehensive
null
11
null
8
2019-11-13 15:21:39.204790
null
Yes
Monthly
House
740
1,188,493
21
Male
58,393
Married
1
Master's
Employed
45.716658
Rural
Basic
0
6
399
7
2023-05-29 15:21:39.097737
Poor
Yes
Weekly
House
38
1,188,494
46
Male
7,897
Divorced
0
Master's
Self-Employed
16.513714
Urban
Premium
3
3
676
7
2021-05-11 15:21:39.107553
Good
No
Weekly
Condo
902
1,188,495
50
Female
8,793
Married
4
Master's
Employed
25.613713
Rural
Basic
1
6
309
4
2022-10-06 15:21:39.251142
Poor
No
Daily
Condo
1,077
1,188,496
63
Female
16,216
Single
1
Master's
Employed
30.974705
Rural
Comprehensive
null
1
828
3
2023-12-20 15:21:39.084065
Average
No
Rarely
Apartment
943
1,188,497
47
Male
46,009
Divorced
0
PhD
null
33.283375
Suburban
Comprehensive
0
1
518
8
2022-01-13 15:21:39.096739
Average
Yes
Rarely
House
734
1,188,498
64
Female
30,995
Single
3
High School
null
49.051522
Urban
Comprehensive
1
15
526
7
2024-08-15 15:21:39.181605
null
No
Daily
House
2,156
1,188,499
22
Male
2,833
Divorced
4
PhD
Unemployed
39.738599
Urban
Basic
1
14
446
1
2022-03-09 15:21:39.201446
Poor
No
Daily
House
40