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
1,174,400
26
Male
37,192
Married
3
High School
Employed
29.077826
Rural
Premium
0
15
492
8
2022-12-13 15:21:39.154008
Average
Yes
Weekly
House
818
1,174,401
27
Female
null
Married
2
High School
Unemployed
34.991389
Urban
Basic
3
8
583
6
2024-01-02 15:21:39.097737
null
No
Daily
House
817
1,174,402
51
Female
648
Married
0
High School
null
22.172284
Rural
Basic
1
14
547
6
2022-04-19 15:21:39.155231
Average
Yes
Daily
Condo
2,779
1,174,403
27
Male
20,430
Married
4
PhD
null
18.735677
Suburban
Comprehensive
0
15
505
1
2022-03-30 15:21:39.134960
Poor
Yes
Weekly
House
657
1,174,404
58
Female
56,693
Single
4
PhD
Self-Employed
null
Suburban
Basic
1
5
709
1
2022-12-13 15:21:39.181605
Average
No
Weekly
Condo
434
1,174,405
38
Male
null
Single
0
PhD
Self-Employed
13.068404
Rural
Comprehensive
1
6
605
3
2020-09-30 15:21:39.107553
Poor
Yes
Rarely
House
191
1,174,406
35
Female
33,307
Divorced
2
High School
Employed
41.81344
Suburban
Premium
0
14
643
9
2020-05-18 15:21:39.181605
Average
No
Daily
House
1,258
1,174,407
48
Male
45,987
Divorced
3
PhD
Self-Employed
28.787214
Rural
Comprehensive
1
12
704
7
2020-02-18 15:21:39.192212
Poor
Yes
Weekly
Condo
1,016
1,174,408
24
Female
13,344
Single
0
Bachelor's
null
35.580167
Rural
Comprehensive
0
4
613
2
2022-08-24 15:21:39.194829
Poor
Yes
Monthly
House
952
1,174,409
39
Female
38,306
Single
2
Bachelor's
null
null
Rural
Premium
2
12
null
3
2022-05-18 15:21:39.223901
Poor
No
Monthly
House
1,382
1,174,410
49
Female
14,061
Single
3
High School
null
22.826365
Suburban
Comprehensive
0
18
null
1
2024-07-12 15:21:39.177724
Good
No
Monthly
House
605
1,174,411
59
Male
51,178
Single
null
High School
null
23.744883
Rural
Premium
null
9
361
7
2023-02-09 15:21:39.155231
Average
No
Weekly
Apartment
144
1,174,412
28
Male
989
Divorced
2
Bachelor's
null
38.657939
Rural
Basic
0
4
584
4
2023-11-04 15:21:39.175719
Good
No
Daily
Condo
2,104
1,174,413
64
Male
45,476
Married
4
Bachelor's
null
33.086485
Suburban
Comprehensive
null
2
null
9
2020-04-03 15:21:39.155231
Good
No
Monthly
Condo
150
1,174,414
48
Male
43,832
Divorced
1
Master's
Self-Employed
18.957713
Suburban
Basic
1
5
386
4
2023-08-27 15:21:39.097737
Good
Yes
Rarely
House
524
1,174,415
33
Female
121,898
Single
1
Bachelor's
Employed
23.067254
Urban
Basic
0
17
464
4
2022-07-05 15:21:39.207847
Poor
No
Weekly
Apartment
2,824
1,174,416
25
Male
1,368
Single
2
Master's
Unemployed
29.964284
Rural
Basic
1
18
814
5
2024-02-26 15:21:39.100695
Poor
Yes
Monthly
Condo
3,027
1,174,417
49
Female
1,369
Divorced
1
Master's
Employed
null
Rural
Premium
null
7
806
8
2023-10-13 15:21:39.126661
Good
No
Daily
Condo
942
1,174,418
53
Female
20,982
Single
2
High School
null
48.497718
Urban
Premium
0
15
541
6
2020-01-21 15:21:39.194829
Poor
No
Rarely
House
963
1,174,419
24
Female
149,541
Married
1
Master's
Employed
32.440196
Urban
Comprehensive
2
12
674
7
2022-04-23 15:21:39.224915
Good
No
Monthly
Apartment
4,037
1,174,420
34
Male
null
Divorced
4
Master's
null
null
Urban
Premium
0
2
393
4
2022-02-14 15:21:39.114118
Good
No
Weekly
Condo
25
1,174,421
34
Male
4,936
Divorced
4
Bachelor's
Unemployed
24.869163
Rural
Comprehensive
0
2
393
3
2020-04-03 15:21:39.237118
Poor
No
Weekly
Condo
1,363
1,174,422
24
Male
40,933
Married
1
Bachelor's
null
27.492783
Urban
Basic
0
14
315
5
2020-06-27 15:21:39.283783
Good
No
Weekly
Condo
2,478
1,174,423
38
Female
69,904
Married
4
High School
null
9.952367
Rural
Premium
0
9
584
1
2023-02-11 15:21:39.155231
Good
No
Weekly
Condo
391
1,174,424
null
Female
45,318
Divorced
null
Bachelor's
Employed
16.067846
Suburban
Premium
1
10
null
1
2022-04-17 15:21:39.089116
Average
Yes
Monthly
Apartment
715
1,174,425
50
Male
9,981
Divorced
2
High School
Employed
null
Urban
Premium
null
1
575
5
2021-08-22 15:21:39.237118
Good
No
Daily
House
906
1,174,426
27
Male
9,580
Single
3
Bachelor's
Unemployed
32.793968
Rural
Premium
1
9
null
1
2023-11-23 15:21:39.221386
Poor
Yes
Daily
Condo
776
1,174,427
52
Female
10,157
Married
4
Bachelor's
null
26.724776
Suburban
Basic
0
5
null
4
2021-05-28 15:21:39.086123
Average
Yes
Weekly
Apartment
1,293
1,174,428
33
Male
27,748
Divorced
null
High School
Self-Employed
27.581372
Urban
Basic
0
6
713
2
2021-07-13 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,091
1,174,429
35
Female
29,593
Divorced
4
High School
Employed
32.827138
Suburban
Comprehensive
0
4
694
1
2020-06-27 15:21:39.080440
Good
Yes
Daily
Apartment
632
1,174,430
35
Male
55,767
Married
2
Master's
null
4.845486
Rural
Comprehensive
0
18
306
8
2022-07-23 15:21:39.279729
Poor
Yes
Rarely
Condo
112
1,174,431
59
Female
null
Divorced
3
Bachelor's
null
18.822618
Urban
Premium
2
14
437
5
2020-12-30 15:21:39.207847
Poor
No
Rarely
House
1,091
1,174,432
33
Male
91,772
Married
null
PhD
Self-Employed
51.325418
Urban
Premium
null
18
535
4
2020-05-20 15:21:39.151732
Average
Yes
Daily
Condo
35
1,174,433
59
Female
20,485
Divorced
3
Bachelor's
Self-Employed
32.41982
Urban
Premium
0
19
551
1
2020-06-13 15:21:39.221386
Average
Yes
Rarely
House
3,298
1,174,434
55
Male
9,087
Single
1
Bachelor's
Self-Employed
7.96668
Rural
Premium
0
4
765
5
2024-01-19 15:21:39.134960
Average
No
Rarely
Apartment
872
1,174,435
35
Male
107,515
Single
2
PhD
Unemployed
32.158098
Urban
Premium
2
19
705
4
2022-03-20 15:21:39.155231
Good
No
Monthly
House
2,373
1,174,436
62
Female
3,789
Single
2
Master's
Self-Employed
null
Urban
Basic
1
9
577
1
2022-08-28 15:21:39.155231
null
No
Weekly
Apartment
1,072
1,174,437
56
Female
27,217
Divorced
2
PhD
Unemployed
17.172699
Suburban
Comprehensive
1
1
817
3
2023-03-15 15:21:39.237118
Poor
Yes
Daily
Condo
1,156
1,174,438
56
Female
24,552
Single
3
Bachelor's
Employed
15.161458
Rural
Basic
null
7
null
8
2020-10-04 15:21:39.263607
Good
No
Daily
Condo
471
1,174,439
19
Male
16,051
Married
4
High School
Employed
38.964647
Rural
Premium
1
9
536
1
2021-08-02 15:21:39.132191
Good
Yes
Daily
Condo
1,052
1,174,440
58
Male
52,385
Married
1
Master's
null
38.143708
Rural
Premium
3
18
793
2
2020-08-15 15:21:39.202448
Poor
No
Monthly
Apartment
182
1,174,441
30
Female
23,960
Divorced
1
Bachelor's
null
5.812203
Rural
Comprehensive
null
2
787
4
2022-06-13 15:21:39.259788
Good
Yes
Monthly
Condo
173
1,174,442
19
Female
3,518
Married
0
Bachelor's
Self-Employed
8.484627
Suburban
Basic
2
4
767
9
2023-06-16 15:21:39.182597
Poor
No
Weekly
House
522
1,174,443
55
Female
24,862
Married
null
Bachelor's
Self-Employed
12.005574
Rural
Premium
null
9
563
9
2023-11-05 15:21:39.255696
Average
No
Monthly
Apartment
1,702
1,174,444
22
Female
16,054
Single
1
Bachelor's
Employed
32.15391
Rural
Premium
1
14
830
2
2020-04-30 15:21:39.126661
Good
No
Daily
Condo
814
1,174,445
61
Male
28,895
Divorced
0
High School
Employed
40.574185
Suburban
Comprehensive
1
6
736
7
2024-01-17 15:21:39.079128
Average
No
Weekly
Condo
636
1,174,446
36
Female
30,853
Married
4
PhD
Self-Employed
37.197086
Suburban
Premium
4
6
494
4
2022-10-19 15:21:39.132191
Average
No
Monthly
Apartment
709
1,174,447
32
Female
12,282
Married
3
Master's
Unemployed
16.683982
Suburban
Basic
1
3
729
4
2024-03-30 15:21:39.264504
Poor
No
Daily
Condo
4,094
1,174,448
37
Female
3,327
Married
null
Bachelor's
Self-Employed
27.147661
Urban
Premium
4
11
704
4
2021-12-23 15:21:39.253660
Average
Yes
Rarely
Apartment
4,857
1,174,449
60
Male
1,741
Divorced
null
Master's
Employed
49.892765
Suburban
Basic
0
5
411
7
2024-01-16 15:21:39.282785
Average
Yes
Rarely
House
559
1,174,450
30
Male
3,822
Divorced
3
PhD
Self-Employed
36.9889
Urban
Comprehensive
0
7
null
8
2023-11-07 15:21:39.087123
Good
Yes
Weekly
House
2,709
1,174,451
52
Female
16,962
Single
0
Master's
Unemployed
42.981691
Urban
Premium
1
9
791
3
2021-01-31 15:21:39.131192
Poor
No
Rarely
House
1,053
1,174,452
21
Female
29,031
Married
4
Master's
Unemployed
46.914144
Suburban
Premium
0
13
493
7
2024-04-25 15:21:39.166062
Average
No
Weekly
Condo
493
1,174,453
19
Female
81,353
Married
3
Bachelor's
Employed
29.73849
Rural
Premium
1
15
494
2
2020-11-15 15:21:39.106582
Good
Yes
Daily
Apartment
1,876
1,174,454
35
Male
4,824
Divorced
2
PhD
Unemployed
40.483467
Rural
Basic
1
0
550
7
2020-12-08 15:21:39.155231
Average
Yes
Monthly
Apartment
2,465
1,174,455
58
Female
45,971
Married
0
High School
Employed
31.016983
Suburban
Premium
0
17
438
3
2020-07-16 15:21:39.229482
Poor
No
Monthly
Apartment
930
1,174,456
20
Male
143,880
Single
2
High School
Self-Employed
40.336081
Rural
Comprehensive
null
0
438
3
2022-10-28 15:21:39.155231
Good
No
Daily
Condo
612
1,174,457
22
Male
17,239
Divorced
4
Master's
Employed
null
Rural
Basic
null
4
672
9
2022-12-09 15:21:39.184157
Good
Yes
Weekly
House
518
1,174,458
50
Male
87,082
Single
4
Bachelor's
Employed
33.232877
Urban
Premium
0
1
444
6
2022-08-23 15:21:39.194829
Poor
Yes
Rarely
Apartment
2,721
1,174,459
19
Male
1,589
Divorced
0
PhD
Unemployed
22.186881
Suburban
Comprehensive
null
2
486
3
2022-06-03 15:21:39.246098
Poor
No
Daily
Apartment
2,113
1,174,460
52
Male
1,019
Single
3
High School
Unemployed
15.867368
Rural
Basic
2
12
662
1
2021-07-18 15:21:39.260856
Poor
Yes
Daily
Condo
1,744
1,174,461
21
Male
571
Divorced
1
PhD
Unemployed
22.131085
Urban
Basic
1
7
423
2
2024-07-15 15:21:39.190215
Good
Yes
Rarely
House
642
1,174,462
33
Female
46,821
Divorced
3
PhD
null
28.443395
Rural
Comprehensive
null
18
411
4
2022-05-23 15:21:39.194829
Average
Yes
Weekly
Apartment
952
1,174,463
28
Male
14,054
Divorced
0
PhD
null
7.869364
Suburban
Premium
null
8
709
8
2021-01-04 15:21:39.257696
Poor
No
Weekly
Apartment
2,696
1,174,464
20
Male
1,489
Divorced
2
Master's
Self-Employed
37.988695
Rural
Basic
0
12
796
3
2020-08-23 15:21:39.237118
Average
Yes
Daily
House
2,285
1,174,465
21
Male
133,676
Divorced
4
Master's
null
36.056532
Urban
Basic
3
19
785
4
2023-04-27 15:21:39.281787
Average
No
Weekly
Condo
220
1,174,466
25
Female
32,675
Married
3
PhD
Employed
22.979504
Urban
Comprehensive
1
15
469
5
2019-09-08 15:21:39.117183
Average
Yes
Daily
Condo
303
1,174,467
51
Male
147,731
Single
0
High School
null
51.613528
Urban
Comprehensive
1
16
697
5
2020-09-27 15:21:39.274993
Good
Yes
Daily
Condo
1,811
1,174,468
64
Female
51,036
Divorced
3
High School
Self-Employed
41.817688
Rural
Premium
1
1
303
8
2024-06-18 15:21:39.145732
Good
No
Daily
Condo
271
1,174,469
52
Male
36,125
Single
3
Bachelor's
Employed
7.394743
Rural
Basic
null
7
476
7
2022-03-16 15:21:39.118178
Poor
No
Monthly
Apartment
977
1,174,470
53
Male
78,800
Single
0
Master's
Employed
12.926507
Suburban
Comprehensive
0
19
421
6
2023-03-07 15:21:39.155231
Good
Yes
Daily
House
1,708
1,174,471
61
Male
61,277
Divorced
3
Bachelor's
Employed
21.585556
Rural
Comprehensive
2
14
382
7
2023-11-09 15:21:39.223901
Good
No
Daily
House
2,772
1,174,472
64
Female
4,071
Single
3
High School
null
null
Urban
Premium
0
11
679
9
2020-10-15 15:21:39.134960
null
Yes
Daily
House
917
1,174,473
30
Female
44,719
Single
3
PhD
Self-Employed
23.724982
Suburban
Basic
0
14
567
8
2022-10-21 15:21:39.282785
Average
Yes
Daily
Condo
1,065
1,174,474
58
Male
381
Divorced
1
Master's
Employed
21.246611
Suburban
Basic
0
18
842
7
2021-07-04 15:21:39.193945
Poor
Yes
Monthly
Condo
1,253
1,174,475
30
Female
2,032
Married
null
Bachelor's
Unemployed
42.27898
Rural
Premium
0
16
379
2
2022-01-31 15:21:39.080440
Average
Yes
Daily
Condo
619
1,174,476
57
Female
22,033
Married
0
Master's
null
17.73815
Suburban
Basic
null
19
763
9
2020-01-20 15:21:39.081504
Average
Yes
Daily
House
741
1,174,477
64
Male
9,894
Single
2
PhD
Self-Employed
44.244014
Suburban
Basic
null
2
844
5
2023-03-22 15:21:39.226954
null
No
Monthly
Apartment
437
1,174,478
48
Male
19,210
Divorced
1
PhD
null
51.719696
Suburban
Premium
null
19
566
2
2022-01-11 15:21:39.257696
Good
Yes
Rarely
Apartment
848
1,174,479
60
Female
1,608
Married
2
High School
Unemployed
31.516923
Suburban
Comprehensive
0
7
475
4
2023-04-18 15:21:39.231531
Average
No
Daily
House
1,603
1,174,480
null
Female
7,504
Divorced
3
High School
Unemployed
33.292313
Rural
Basic
2
18
507
5
2023-01-20 15:21:39.100695
Good
No
Weekly
Apartment
914
1,174,481
61
Female
3,086
Single
2
High School
Unemployed
32.472445
Urban
Comprehensive
0
12
621
4
2024-02-23 15:21:39.154008
Good
Yes
Monthly
House
2,639
1,174,482
60
Male
17,304
Single
0
PhD
Employed
32.958483
Rural
Basic
1
6
677
9
2019-09-29 15:21:39.182597
Poor
Yes
Monthly
House
740
1,174,483
36
Male
26,894
Divorced
2
PhD
null
14.148656
Suburban
Comprehensive
null
16
748
7
2020-06-28 15:21:39.168099
Average
No
Daily
House
1,004
1,174,484
60
Female
8,846
Married
1
High School
Employed
49.505088
Rural
Basic
null
8
576
9
2024-03-15 15:21:39.216387
Good
No
Rarely
House
2,675
1,174,485
46
Female
73,675
Single
2
High School
null
5.98633
Rural
Basic
0
1
392
1
2024-03-17 15:21:39.249100
Average
No
Weekly
House
2,868
1,174,486
49
Male
20,705
Divorced
2
Bachelor's
Employed
22.592035
Urban
Basic
3
4
558
1
2020-02-16 15:21:39.134960
null
No
Daily
Apartment
769
1,174,487
54
Female
null
Divorced
3
High School
null
21.804614
Urban
Basic
2
10
312
1
2020-04-17 15:21:39.259788
Poor
No
Daily
Apartment
554
1,174,488
57
Female
81,112
Single
2
Master's
Unemployed
35.085825
Rural
Premium
2
2
658
1
2023-06-21 15:21:39.283783
Good
Yes
Weekly
House
1,849
1,174,489
38
Female
35,214
Married
3
Bachelor's
null
21.383714
Rural
Premium
0
18
527
1
2024-02-19 15:21:39.123711
Average
Yes
Monthly
Apartment
637
1,174,490
39
Male
15,284
Single
2
Bachelor's
null
14.889563
Suburban
Basic
null
2
634
2
2022-04-15 15:21:39.190215
Poor
Yes
Daily
Apartment
1,379
1,174,491
50
Male
25,962
Married
null
Master's
Self-Employed
51.441949
Rural
Comprehensive
0
15
null
5
2019-11-05 15:21:39.246098
Poor
Yes
Rarely
Apartment
446
1,174,492
54
Female
16,054
Single
2
Master's
Unemployed
43.018972
Urban
Premium
0
4
558
6
2022-02-06 15:21:39.182597
Poor
Yes
Rarely
House
1,404
1,174,493
null
Female
33,483
Single
0
PhD
null
28.719407
Rural
Basic
1
4
801
7
2023-12-14 15:21:39.155231
Poor
No
Rarely
Condo
2,014
1,174,494
19
Female
34,163
Married
2
Bachelor's
null
33.44389
Urban
Premium
3
10
308
4
2020-09-26 15:21:39.214388
null
Yes
Monthly
Apartment
866
1,174,495
57
Female
93,047
Single
1
Bachelor's
null
11.797954
Rural
Basic
1
8
510
4
2023-09-11 15:21:39.172097
Poor
Yes
Weekly
Condo
2,161
1,174,496
21
Male
17,901
Single
2
PhD
Unemployed
15.43433
Suburban
Premium
null
16
688
9
2021-09-10 15:21:39.222387
Poor
Yes
Rarely
Condo
468
1,174,497
24
Female
16,306
Married
1
Master's
Self-Employed
31.09744
Urban
Basic
1
16
783
8
2020-06-24 15:21:39.134960
Good
No
Weekly
House
1,598
1,174,498
45
Female
24,664
Married
3
Master's
null
34.090099
Suburban
Basic
null
12
699
9
2021-07-11 15:21:39.177724
Average
No
Monthly
Condo
841
1,174,499
54
Female
2,529
Married
2
Master's
Self-Employed
52.752961
Suburban
Premium
0
16
439
2
2024-01-10 15:21:39.237118
Average
No
Rarely
Apartment
946