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
1,192,400
24
Female
69,406
Single
3
Master's
null
null
Suburban
Comprehensive
0
5
731
7
2020-08-25 15:21:39.111551
Poor
Yes
Rarely
Apartment
112
1,192,401
61
Male
26,396
Single
1
High School
null
50.791416
Rural
Basic
1
14
826
9
2021-06-16 15:21:39.261856
Poor
No
Daily
Condo
517
1,192,402
64
Male
null
Married
1
Bachelor's
Employed
14.555888
Rural
Premium
null
11
384
5
2022-09-08 15:21:39.261856
Poor
Yes
Weekly
House
1,488
1,192,403
36
Male
15,704
Single
0
Master's
Self-Employed
8.288962
Suburban
Comprehensive
0
18
512
6
2024-05-28 15:21:39.280784
Poor
Yes
Rarely
Apartment
539
1,192,404
45
Male
38,984
Single
2
Master's
Employed
null
Urban
Comprehensive
0
2
null
9
2021-03-01 15:21:39.283783
Average
No
Weekly
Apartment
1,620
1,192,405
42
Male
55,781
Single
0
Master's
Unemployed
null
Rural
Premium
1
8
758
4
2022-03-09 15:21:39.208842
Good
No
Daily
Apartment
35
1,192,406
45
Male
38,476
Divorced
4
Master's
Unemployed
33.937445
Suburban
Comprehensive
2
13
765
2
2022-11-10 15:21:39.255696
Average
No
Monthly
House
1,304
1,192,407
null
Male
35,391
Single
2
High School
Self-Employed
4.936016
Suburban
Basic
null
12
null
2
2023-10-13 15:21:39.123711
Average
No
Monthly
House
1,881
1,192,408
21
Male
15,626
Married
1
High School
null
28.816267
Suburban
Basic
1
1
769
5
2020-01-05 15:21:39.194829
Poor
Yes
Rarely
Condo
905
1,192,409
57
Female
46,101
Married
2
Bachelor's
Self-Employed
30.293479
Urban
Premium
null
17
713
2
2023-04-13 15:21:39.181605
Average
Yes
Rarely
Condo
476
1,192,410
45
Female
1,338
Divorced
2
High School
null
null
Urban
Premium
null
14
511
1
2023-10-09 15:21:39.237118
Good
No
Monthly
Condo
991
1,192,411
28
Female
17,561
Married
1
Master's
Unemployed
17.816785
Urban
Basic
null
1
812
9
2020-08-09 15:21:39.149731
Average
No
Weekly
House
1,207
1,192,412
54
Male
15,409
Divorced
1
Master's
Unemployed
8.869047
Urban
Basic
null
8
518
6
2023-02-23 15:21:39.237118
Average
Yes
Monthly
Condo
1,304
1,192,413
24
Female
22,580
Married
null
PhD
null
17.947251
Urban
Premium
0
15
null
7
2021-12-16 15:21:39.203442
Poor
Yes
Monthly
House
1,581
1,192,414
53
Male
16,011
Single
1
PhD
Self-Employed
13.539755
Rural
Premium
0
1
null
8
2022-01-27 15:21:39.154008
Average
No
Rarely
House
852
1,192,415
39
Female
29,389
Single
3
PhD
Self-Employed
25.068795
Rural
Comprehensive
null
15
810
2
2022-01-01 15:21:39.134960
Good
Yes
Daily
Condo
994
1,192,416
54
Female
72,823
Married
1
PhD
null
20.603451
Urban
Premium
0
1
484
5
2021-08-08 15:21:39.199447
Average
No
Weekly
Apartment
2,853
1,192,417
55
Male
18,194
Divorced
4
High School
Employed
9.865895
Rural
Comprehensive
null
13
467
9
2023-08-05 15:21:39.134960
Good
No
Rarely
House
749
1,192,418
64
Female
71,259
Married
0
PhD
Unemployed
22.61006
Urban
Basic
2
8
839
4
2023-07-25 15:21:39.096739
Average
No
Weekly
House
2,229
1,192,419
40
Female
12,905
Single
3
High School
Employed
27.949619
Urban
Comprehensive
null
14
455
4
2021-09-09 15:21:39.134960
Poor
No
Monthly
Apartment
1,532
1,192,420
63
Female
15,983
Single
4
PhD
Employed
21.80457
Suburban
Basic
null
18
673
2
2021-02-10 15:21:39.176717
Poor
No
Rarely
Condo
3,473
1,192,421
28
Female
32,935
Single
0
Master's
Employed
38.085427
Rural
Basic
1
19
849
3
2023-09-30 15:21:39.221386
Average
No
Daily
Apartment
341
1,192,422
51
Female
10,944
Married
0
PhD
Self-Employed
16.985671
Suburban
Premium
null
15
718
3
2022-08-23 15:21:39.264504
Average
No
Rarely
House
908
1,192,423
20
Male
21,236
Married
3
High School
null
46.353084
Suburban
Comprehensive
2
10
396
5
2020-12-29 15:21:39.177724
Good
Yes
Weekly
Condo
1,838
1,192,424
60
Female
9,853
Single
null
Bachelor's
Self-Employed
50.416329
Suburban
Premium
null
1
316
1
2020-08-13 15:21:39.206847
Poor
No
Monthly
Apartment
1,837
1,192,425
56
Female
97,578
Divorced
2
Bachelor's
Unemployed
25.381863
Suburban
Comprehensive
1
9
429
5
2021-07-12 15:21:39.089116
null
No
Monthly
Apartment
2,447
1,192,426
34
Female
5,821
null
null
Bachelor's
Unemployed
34.846183
Urban
Basic
1
13
513
9
2021-11-15 15:21:39.247098
Average
Yes
Monthly
House
533
1,192,427
35
Male
38,298
Married
4
Bachelor's
Unemployed
7.254301
Rural
Basic
1
15
562
6
2021-02-27 15:21:39.167099
Poor
No
Rarely
Condo
1,766
1,192,428
28
Female
23,401
Single
4
Master's
Self-Employed
28.487827
Suburban
Comprehensive
0
6
561
8
2022-03-10 15:21:39.126661
Good
Yes
Monthly
Condo
2,121
1,192,429
54
Female
8,803
Single
1
PhD
Employed
9.392069
Urban
Premium
0
0
681
6
2024-03-04 15:21:39.094752
Good
Yes
Rarely
House
678
1,192,430
30
Male
18,859
Divorced
4
Bachelor's
Unemployed
20.438616
Urban
Basic
1
13
763
3
2020-11-24 15:21:39.250151
Poor
Yes
Daily
Condo
388
1,192,431
40
Male
3,193
Single
1
High School
Self-Employed
34.390977
Suburban
Basic
2
11
835
6
2021-02-26 15:21:39.166062
Good
No
Weekly
House
38
1,192,432
62
Female
3,364
Single
0
High School
null
26.923557
Rural
Premium
2
0
685
3
2021-05-09 15:21:39.146733
Poor
No
Weekly
Condo
23
1,192,433
31
Male
1,469
Divorced
0
PhD
null
11.087511
Urban
Basic
2
17
827
6
2020-11-29 15:21:39.164044
Average
No
Daily
Condo
1,010
1,192,434
41
Female
7,927
Married
0
PhD
Self-Employed
20.912804
Suburban
Comprehensive
null
15
705
1
2019-11-30 15:21:39.155231
Good
Yes
Monthly
House
2,841
1,192,435
19
Female
11,903
Divorced
2
Master's
Employed
31.848335
Urban
Comprehensive
2
14
699
5
2024-01-08 15:21:39.228521
Poor
No
Monthly
Apartment
573
1,192,436
28
Male
18,509
Married
1
PhD
Unemployed
23.81602
Urban
Comprehensive
null
4
609
5
2021-05-16 15:21:39.134960
Good
Yes
Rarely
Apartment
776
1,192,437
43
Male
17,093
Married
3
PhD
null
32.61388
Urban
Premium
null
19
713
6
2022-06-24 15:21:39.172097
Average
No
Weekly
House
827
1,192,438
21
Male
16,685
Single
3
High School
null
17.869551
Urban
Comprehensive
null
2
598
9
2020-01-23 15:21:39.232526
Average
Yes
Rarely
Apartment
745
1,192,439
49
Male
48,553
Divorced
1
Master's
Unemployed
50.84572
Urban
Basic
1
3
null
6
2023-02-18 15:21:39.237118
Poor
No
Rarely
Condo
2,401
1,192,440
47
Female
44,249
Married
4
PhD
Employed
18.824285
Suburban
Premium
1
5
435
5
2022-09-05 15:21:39.191219
Good
No
Monthly
Condo
1,546
1,192,441
44
Male
18,069
Divorced
0
High School
Unemployed
41.77933
Urban
Premium
4
1
751
3
2020-09-15 15:21:39.134960
Average
Yes
Rarely
Apartment
1,881
1,192,442
23
Male
9,073
Single
0
High School
Self-Employed
17.9883
Urban
Comprehensive
1
5
544
8
2023-07-22 15:21:39.134960
Average
Yes
Rarely
House
826
1,192,443
54
Female
79,720
Divorced
0
Bachelor's
Self-Employed
21.638382
Suburban
Basic
1
3
447
9
2021-02-02 15:21:39.154008
Average
No
Weekly
House
992
1,192,444
54
Male
2,665
Single
0
Master's
null
13.052221
Suburban
Premium
2
12
616
8
2022-03-18 15:21:39.283783
Average
Yes
Daily
Apartment
572
1,192,445
51
Female
21,661
Single
1
Master's
Unemployed
19.717872
Rural
Basic
null
2
513
6
2021-02-21 15:21:39.155231
Poor
No
Daily
Apartment
357
1,192,446
62
Male
2,586
Divorced
4
Bachelor's
Self-Employed
44.143573
Urban
Comprehensive
0
3
418
2
2020-09-04 15:21:39.093681
Good
Yes
Rarely
Condo
1,616
1,192,447
52
Female
null
Single
1
Master's
Unemployed
38.268747
Urban
Premium
2
15
438
3
2021-01-31 15:21:39.172097
Poor
No
Daily
Apartment
1,733
1,192,448
25
Male
26,200
Married
3
PhD
null
28.603465
Rural
Comprehensive
null
13
544
5
2022-04-26 15:21:39.080440
Average
Yes
Monthly
Condo
1,198
1,192,449
54
Female
3,813
Married
0
Bachelor's
Unemployed
28.527978
Urban
Basic
0
6
684
5
2024-07-09 15:21:39.134960
null
No
Daily
House
643
1,192,450
21
Female
4,936
Married
2
Master's
Employed
32.00483
Suburban
Basic
null
6
445
7
2023-09-25 15:21:39.252145
Poor
Yes
Monthly
Apartment
789
1,192,451
20
Male
5,832
Single
2
PhD
Employed
40.120723
Rural
Premium
1
8
721
6
2022-12-22 15:21:39.126661
Average
No
Daily
Apartment
1,119
1,192,452
53
Male
2,832
Single
0
PhD
null
10.539486
Urban
Comprehensive
2
16
336
2
2021-01-21 15:21:39.185215
Poor
No
Weekly
Apartment
816
1,192,453
46
Female
3,067
Married
1
High School
Unemployed
23.85481
Suburban
Premium
null
6
695
8
2021-04-13 15:21:39.288099
Poor
No
Weekly
House
43
1,192,454
44
Female
25,170
Single
2
High School
null
10.844857
Suburban
Premium
2
9
534
9
2020-09-25 15:21:39.166062
Good
Yes
Monthly
House
2,210
1,192,455
53
Male
41,892
Divorced
4
Master's
null
18.958262
Rural
Comprehensive
null
13
null
9
2023-03-15 15:21:39.223901
Good
No
Weekly
Apartment
2,545
1,192,456
25
Male
134,826
Single
2
High School
Self-Employed
30.354566
Suburban
Basic
null
11
785
6
2023-01-20 15:21:39.276901
Average
Yes
Weekly
Condo
344
1,192,457
19
Female
61,853
Single
2
High School
Unemployed
25.814126
Urban
Comprehensive
1
0
361
9
2024-05-22 15:21:39.087123
Average
No
Rarely
Apartment
1,718
1,192,458
36
Male
27,982
Divorced
3
PhD
null
16.977916
Urban
Comprehensive
1
16
639
6
2022-04-30 15:21:39.194829
Poor
No
Monthly
House
1,563
1,192,459
52
Female
7,639
Single
3
High School
null
47.38388
Rural
Comprehensive
null
13
843
5
2024-04-10 15:21:39.124659
Good
No
Daily
Condo
2,211
1,192,460
53
Male
35,227
Married
1
Master's
null
24.87919
Rural
Premium
null
10
822
5
2020-10-23 15:21:39.237118
Poor
Yes
Monthly
Apartment
2,134
1,192,461
29
Female
10,862
Single
3
Master's
Self-Employed
16.853118
Suburban
Premium
0
15
728
5
2024-02-05 15:21:39.134960
Poor
Yes
Monthly
House
20
1,192,462
29
Female
109,997
Divorced
null
Master's
null
17.585797
Rural
Comprehensive
4
12
765
9
2024-04-24 15:21:39.282785
Average
Yes
Monthly
Apartment
2,922
1,192,463
63
Male
16,245
Divorced
2
Bachelor's
Unemployed
34.929971
Urban
Basic
1
13
488
7
2022-01-24 15:21:39.215386
Poor
No
Weekly
House
758
1,192,464
32
Male
5,624
Married
3
Bachelor's
Self-Employed
26.644767
Suburban
Comprehensive
1
8
776
3
2023-12-07 15:21:39.105504
Poor
Yes
Rarely
Apartment
556
1,192,465
57
Female
49,139
Married
0
High School
Self-Employed
30.828379
Suburban
Basic
1
18
412
3
2021-10-02 15:21:39.192212
Poor
No
Rarely
Condo
732
1,192,466
64
Male
59,920
Married
3
PhD
Employed
15.924942
Suburban
Premium
1
19
624
1
2022-11-24 15:21:39.155231
Average
Yes
Weekly
Condo
48
1,192,467
52
Male
29,862
Divorced
1
High School
Unemployed
18.696518
Rural
Basic
1
16
535
4
2020-12-24 15:21:39.235012
Average
No
Rarely
Condo
963
1,192,468
45
Female
19,985
Married
0
Master's
Employed
32.089914
Urban
Comprehensive
0
12
706
1
2022-01-21 15:21:39.202448
Good
Yes
Weekly
Condo
1,614
1,192,469
59
Female
null
Single
4
High School
Unemployed
null
Rural
Comprehensive
null
11
641
4
2023-08-21 15:21:39.265513
Average
Yes
Monthly
Condo
130
1,192,470
50
Female
81,831
Married
2
PhD
null
23.290184
Rural
Basic
null
7
514
8
2021-12-08 15:21:39.290098
Good
No
Weekly
Condo
132
1,192,471
60
Male
36,521
Divorced
0
Bachelor's
Unemployed
18.869648
Suburban
Basic
null
15
578
1
2022-04-15 15:21:39.267454
Average
No
Rarely
Apartment
928
1,192,472
45
Male
612
Married
3
PhD
Unemployed
21.653401
Urban
Premium
0
4
722
4
2022-05-22 15:21:39.226954
Poor
Yes
Monthly
Apartment
130
1,192,473
37
Female
2,680
Single
1
PhD
Employed
36.465734
Suburban
Basic
1
1
494
9
2021-12-15 15:21:39.282785
Average
Yes
Daily
Apartment
1,020
1,192,474
49
Female
27,242
Divorced
3
Bachelor's
null
9.646827
Suburban
Comprehensive
3
2
553
1
2023-10-08 15:21:39.285112
Good
No
Weekly
Condo
556
1,192,475
31
Female
6,098
Married
0
PhD
null
25.264976
Suburban
Basic
null
7
617
4
2021-02-21 15:21:39.170099
Poor
Yes
Daily
Condo
1,132
1,192,476
47
Male
24,299
Single
4
Bachelor's
Unemployed
12.359902
Rural
Premium
1
17
661
6
2022-02-10 15:21:39.092127
Average
Yes
Daily
House
609
1,192,477
34
Male
38,962
Single
4
PhD
Employed
21.64832
Rural
Comprehensive
1
6
795
9
2021-01-30 15:21:39.155231
Average
No
Rarely
Apartment
454
1,192,478
44
Female
20,997
Married
0
Master's
Employed
24.121637
Rural
Basic
null
19
551
3
2022-02-21 15:21:39.237118
Average
No
Rarely
House
2,271
1,192,479
55
Female
1,159
Divorced
1
Master's
Unemployed
16.97746
Urban
Comprehensive
1
6
783
9
2020-12-15 15:21:39.134960
null
No
Rarely
Apartment
1,415
1,192,480
20
Male
27,124
Single
3
PhD
Self-Employed
28.611006
Rural
Comprehensive
0
1
746
1
2024-05-22 15:21:39.132191
Good
Yes
Rarely
Apartment
58
1,192,481
47
Female
28,665
Single
0
Master's
null
43.26432
Urban
Premium
1
14
316
8
2023-11-22 15:21:39.251142
Good
Yes
Weekly
Condo
1,203
1,192,482
55
Male
10,076
Single
null
Bachelor's
Unemployed
5.826338
Rural
Basic
1
15
502
3
2024-07-20 15:21:39.154008
Poor
No
Weekly
Apartment
1,327
1,192,483
21
Male
117,344
Divorced
0
Master's
Employed
null
Urban
Premium
0
11
778
4
2019-09-14 15:21:39.155231
Average
No
Daily
Condo
3,148
1,192,484
19
Male
9,894
Divorced
0
Bachelor's
Self-Employed
11.856138
Rural
Comprehensive
1
1
null
7
2019-11-04 15:21:39.223901
null
No
Daily
Apartment
1,375
1,192,485
27
Male
47,856
Single
null
Master's
Self-Employed
17.566252
Urban
Comprehensive
3
17
349
5
2023-04-13 15:21:39.155231
Poor
No
Monthly
Condo
619
1,192,486
null
Female
30,224
Single
0
Master's
Employed
37.868184
Suburban
Basic
1
16
554
3
2024-03-06 15:21:39.155231
Average
No
Daily
Condo
612
1,192,487
44
Female
8,738
Married
3
Master's
null
28.374859
Rural
Premium
null
9
308
7
2021-04-27 15:21:39.217387
Average
Yes
Daily
House
1,784
1,192,488
28
Male
5,424
Married
1
High School
Employed
12.619475
Urban
Comprehensive
5
3
753
8
2023-11-16 15:21:39.209847
Average
No
Monthly
Apartment
1,658
1,192,489
42
Male
5,742
Divorced
3
Bachelor's
null
35.696886
Suburban
Basic
1
8
561
9
2021-12-07 15:21:39.237118
Poor
No
Rarely
Apartment
26
1,192,490
43
Male
39,738
Divorced
4
PhD
null
10.792525
Rural
Comprehensive
2
19
541
5
2024-06-14 15:21:39.175719
Good
No
Rarely
Condo
819
1,192,491
38
Male
2,853
Divorced
2
Bachelor's
Unemployed
22.889118
Urban
Comprehensive
null
8
767
4
2024-01-24 15:21:39.122134
Good
No
Weekly
House
112
1,192,492
45
Female
56,626
Married
3
PhD
Unemployed
20.694448
Urban
Premium
3
17
410
9
2022-05-11 15:21:39.217387
Good
No
Daily
Apartment
1,513
1,192,493
49
Male
24,761
Divorced
null
PhD
Unemployed
40.704203
Rural
Comprehensive
null
16
492
6
2021-11-26 15:21:39.102694
Good
No
Weekly
Condo
814
1,192,494
32
Male
61,514
Married
0
High School
null
34.092165
Rural
Basic
1
16
313
2
2024-07-15 15:21:39.151732
Poor
Yes
Weekly
Condo
1,658
1,192,495
30
Male
615
Married
3
Bachelor's
null
39.926761
Rural
Basic
0
15
637
9
2023-02-01 15:21:39.223901
Poor
Yes
Daily
Condo
23
1,192,496
31
Female
11,908
Single
1
Bachelor's
Unemployed
30.705024
Suburban
Comprehensive
0
9
474
3
2022-03-30 15:21:39.124659
Good
Yes
Daily
Apartment
1,560
1,192,497
55
Female
33,550
Divorced
2
Bachelor's
Self-Employed
20.612439
Rural
Comprehensive
1
18
730
9
2024-04-01 15:21:39.134960
Poor
No
Weekly
House
694
1,192,498
43
Female
24,552
Divorced
null
Master's
Self-Employed
24.796542
Rural
Premium
null
11
592
5
2022-07-10 15:21:39.226954
Good
Yes
Rarely
Apartment
1,083
1,192,499
57
Female
439
Single
4
PhD
null
3.878389
Urban
Basic
1
4
672
8
2021-11-13 15:21:39.223901
Good
No
Weekly
Apartment
2,266