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
1,178,400
61
Female
8,197
Married
3
PhD
Self-Employed
37.818058
Suburban
Premium
1
3
781
1
2023-05-31 15:21:39.165120
Poor
No
Daily
Condo
662
1,178,401
42
Male
24,752
Married
0
High School
Self-Employed
12.176828
Rural
Premium
null
5
578
3
2019-09-03 15:21:39.182597
Average
No
Daily
House
1,630
1,178,402
64
Male
39,078
Married
2
High School
null
43.085158
Rural
Premium
null
15
734
3
2024-08-09 15:21:39.264504
Good
No
Daily
Condo
686
1,178,403
47
Female
23,401
Married
2
PhD
null
29.151255
Suburban
Comprehensive
null
8
586
9
2020-06-02 15:21:39.192212
Average
No
Daily
Condo
563
1,178,404
51
Male
39,722
Divorced
1
Bachelor's
Employed
14.927956
Suburban
Comprehensive
null
6
609
4
2022-05-21 15:21:39.237118
Good
No
Monthly
House
1,414
1,178,405
43
Male
21,214
Married
0
Bachelor's
null
19.497541
Rural
Comprehensive
0
8
579
4
2023-08-22 15:21:39.192212
Good
No
Monthly
Apartment
3,461
1,178,406
27
Male
34,624
Divorced
2
PhD
Unemployed
30.014745
Suburban
Premium
0
1
525
9
2020-03-08 15:21:39.132191
null
No
Monthly
House
47
1,178,407
42
Female
91,860
null
3
High School
Self-Employed
50.564169
Rural
Premium
3
8
779
4
2020-05-24 15:21:39.235012
Good
No
Weekly
House
1,330
1,178,408
40
Female
115,972
Single
0
PhD
Unemployed
26.56449
Urban
Comprehensive
3
9
592
5
2020-07-10 15:21:39.095696
Poor
Yes
Monthly
House
2,175
1,178,409
20
Female
2,482
Divorced
4
PhD
null
38.252995
Rural
Comprehensive
null
6
781
4
2021-03-19 15:21:39.249100
Poor
Yes
Daily
Condo
237
1,178,410
60
Male
64,781
Divorced
2
Bachelor's
Employed
6.826149
Rural
Premium
0
18
327
3
2023-01-12 15:21:39.155231
Poor
Yes
Monthly
House
1,363
1,178,411
47
Male
49,828
Married
3
PhD
null
16.885883
Suburban
Premium
3
10
782
1
2020-03-27 15:21:39.185215
Average
Yes
Monthly
Apartment
1,947
1,178,412
34
Male
23,258
Divorced
2
Master's
Self-Employed
28.988228
Urban
Basic
1
17
515
2
2023-08-19 15:21:39.190215
Poor
No
Weekly
Apartment
1,861
1,178,413
62
Male
27,478
Married
0
High School
null
44.811344
Rural
Comprehensive
null
10
751
8
2021-02-10 15:21:39.134960
Average
No
Weekly
Condo
461
1,178,414
27
Female
15,641
Married
1
Master's
Self-Employed
33.73468
Suburban
Premium
1
11
842
3
2020-03-15 15:21:39.134960
Poor
No
Daily
House
1,838
1,178,415
37
Female
30,418
Single
0
Master's
Unemployed
31.739873
Rural
Premium
0
11
513
1
2024-07-13 15:21:39.285112
Good
Yes
Monthly
House
1,547
1,178,416
49
Female
71,591
Married
null
High School
Self-Employed
8.927272
Rural
Basic
2
9
590
6
2024-01-24 15:21:39.091080
Average
No
Monthly
Apartment
309
1,178,417
32
Male
17,177
Single
null
Bachelor's
Self-Employed
34.456947
Suburban
Basic
2
10
686
5
2021-06-04 15:21:39.250151
Poor
No
Rarely
Condo
1,581
1,178,418
53
Female
11,989
Single
2
PhD
Unemployed
30.391295
Rural
Comprehensive
0
14
571
2
2023-03-10 15:21:39.125660
Good
No
Monthly
Condo
1,874
1,178,419
57
Female
18,566
Single
4
High School
null
30.180523
Urban
Premium
0
11
646
5
2020-06-09 15:21:39.084065
Average
Yes
Daily
House
254
1,178,420
50
Female
34,228
null
4
High School
Unemployed
10.787917
Rural
Comprehensive
1
16
844
4
2020-08-11 15:21:39.191219
null
No
Rarely
Apartment
650
1,178,421
21
Female
74,090
Divorced
4
High School
Employed
23.091433
Rural
Comprehensive
null
5
322
9
2020-12-19 15:21:39.179186
Poor
No
Rarely
Apartment
98
1,178,422
null
Female
28,961
Married
3
Bachelor's
null
23.154596
Suburban
Comprehensive
0
19
532
1
2022-12-29 15:21:39.177724
Poor
No
Weekly
Condo
741
1,178,423
31
Male
21,950
Single
3
Bachelor's
Employed
6.857677
Suburban
Premium
null
5
818
7
2021-06-03 15:21:39.272456
Average
Yes
Rarely
House
680
1,178,424
49
Female
120,796
Married
0
Master's
null
10.049645
Suburban
Basic
null
18
408
2
2021-04-28 15:21:39.134960
Poor
Yes
Daily
Condo
1,852
1,178,425
28
Female
33,915
Married
0
High School
Self-Employed
33.514832
Suburban
Comprehensive
null
1
668
4
2022-03-01 15:21:39.168099
Good
Yes
Daily
Apartment
603
1,178,426
36
Female
44,645
Single
2
PhD
null
29.917907
Rural
Premium
null
8
613
4
2022-07-16 15:21:39.134960
Average
No
Daily
Condo
559
1,178,427
36
Male
8,056
Single
0
High School
null
17.738101
Urban
Comprehensive
0
6
662
1
2021-04-11 15:21:39.191219
Average
Yes
Daily
Condo
612
1,178,428
62
Male
12,098
Divorced
3
High School
Employed
12.132549
Suburban
Basic
1
6
814
2
2020-04-02 15:21:39.180553
Good
No
Monthly
Apartment
1,553
1,178,429
55
Female
7,975
Divorced
1
Master's
Unemployed
24.599719
Suburban
Premium
0
11
567
5
2020-09-10 15:21:39.084065
Good
Yes
Monthly
House
663
1,178,430
28
Female
18,066
Married
4
Bachelor's
Employed
10.788284
Rural
Comprehensive
null
12
757
9
2020-05-20 15:21:39.236064
Poor
No
Rarely
House
1,185
1,178,431
30
Male
null
Single
2
High School
Unemployed
12.472617
Urban
Premium
0
3
374
8
2021-05-15 15:21:39.129190
Average
No
Rarely
Apartment
1,519
1,178,432
59
Male
33,243
Single
3
PhD
Unemployed
34.262823
Urban
Comprehensive
null
8
522
5
2020-07-17 15:21:39.192212
Good
Yes
Daily
House
1,217
1,178,433
53
Male
17,720
Married
4
High School
Self-Employed
17.161486
Urban
Comprehensive
null
7
713
3
2022-03-24 15:21:39.176717
Good
No
Rarely
House
1,032
1,178,434
31
Female
818
Single
1
Master's
null
null
Urban
Premium
1
8
598
8
2024-02-26 15:21:39.134960
Poor
Yes
Rarely
House
722
1,178,435
61
Male
109,432
Married
3
High School
null
18.912675
Rural
Premium
null
1
596
2
2021-03-24 15:21:39.155231
Poor
No
Monthly
House
100
1,178,436
27
Male
38,699
Married
1
Bachelor's
Self-Employed
22.535875
Urban
Basic
1
12
498
2
2022-02-14 15:21:39.134960
Good
No
Monthly
House
857
1,178,437
47
Male
44,632
Single
0
High School
Unemployed
40.693425
Rural
Premium
1
10
719
8
2024-08-03 15:21:39.155231
Average
Yes
Rarely
Apartment
792
1,178,438
33
Male
38,609
Single
null
Master's
Employed
11.859468
Suburban
Basic
0
1
739
6
2023-05-15 15:21:39.085129
Poor
No
Rarely
Apartment
580
1,178,439
42
Male
5,463
Divorced
2
PhD
Employed
23.914751
Rural
Premium
null
15
575
8
2021-05-29 15:21:39.134960
Average
Yes
Monthly
House
881
1,178,440
62
Male
14,053
Single
4
Bachelor's
Employed
10.036905
Rural
Basic
0
3
488
2
2022-08-21 15:21:39.182597
Good
No
Rarely
House
1,253
1,178,441
25
Male
5,991
Married
3
Bachelor's
null
26.487545
Urban
Premium
1
0
658
9
2023-07-28 15:21:39.237118
Average
No
Monthly
Condo
493
1,178,442
21
Female
37,789
Married
null
PhD
Employed
23.98367
Rural
Comprehensive
2
10
null
2
2019-12-17 15:21:39.186212
Good
No
Monthly
House
615
1,178,443
61
Female
45,006
Single
3
PhD
Employed
21.786557
Suburban
Basic
null
4
467
8
2021-06-06 15:21:39.168099
Good
No
Daily
Apartment
1,597
1,178,444
53
Female
2,171
Married
4
Bachelor's
Self-Employed
21.57478
Suburban
Comprehensive
1
4
385
1
2020-11-26 15:21:39.289099
Poor
No
Monthly
House
539
1,178,445
57
Male
22,292
Single
4
PhD
Self-Employed
7.291383
Suburban
Comprehensive
1
4
478
5
2023-12-07 15:21:39.151732
Average
No
Weekly
Apartment
334
1,178,446
50
Female
28,785
Single
null
Bachelor's
Unemployed
26.858916
Suburban
Basic
1
5
null
1
2021-11-21 15:21:39.134960
Average
Yes
Weekly
Condo
709
1,178,447
48
Female
44,257
Single
null
High School
Employed
16.766624
Suburban
Premium
1
13
363
8
2020-07-11 15:21:39.223901
Poor
Yes
Daily
House
2,266
1,178,448
51
Male
108,028
Divorced
1
High School
null
16.761335
Rural
Premium
null
11
651
3
2023-12-30 15:21:39.259788
Good
No
Weekly
House
346
1,178,449
36
Male
16,983
Married
null
High School
Employed
19.407059
Suburban
Comprehensive
3
17
null
2
2023-12-19 15:21:39.206847
null
Yes
Monthly
House
939
1,178,450
30
Female
34,236
Single
null
High School
Self-Employed
23.929358
Urban
Basic
2
7
517
1
2024-03-07 15:21:39.237118
Good
Yes
Rarely
Condo
4,354
1,178,451
61
Female
96,714
Single
null
Bachelor's
Employed
46.07508
Rural
Comprehensive
3
8
767
7
2020-02-01 15:21:39.268507
Poor
No
Weekly
Apartment
2,214
1,178,452
48
Female
23,545
Married
2
PhD
null
10.131834
Suburban
Premium
null
1
null
7
2023-07-18 15:21:39.173834
Poor
No
Daily
House
2,424
1,178,453
54
Female
16,962
Divorced
3
High School
Unemployed
32.379907
Rural
Comprehensive
0
16
687
4
2021-02-25 15:21:39.267454
Average
No
Monthly
Condo
2,645
1,178,454
42
Female
48,293
Divorced
2
PhD
Employed
23.986653
Suburban
Basic
null
14
388
6
2020-06-24 15:21:39.155231
Good
Yes
Rarely
Condo
3,397
1,178,455
28
Female
44,517
Married
4
PhD
Self-Employed
38.566359
Rural
Basic
1
7
518
9
2020-04-18 15:21:39.147735
Average
No
Weekly
House
538
1,178,456
39
Male
1,002
Divorced
3
High School
Employed
27.814203
Urban
Basic
null
10
534
4
2021-03-06 15:21:39.199447
Average
No
Rarely
Apartment
3,031
1,178,457
62
Male
18,028
Single
0
High School
Unemployed
8.943355
Urban
Basic
1
8
null
5
2022-07-25 15:21:39.211806
Average
Yes
Daily
House
180
1,178,458
44
Male
44,973
Single
4
Master's
null
27.739396
Suburban
Comprehensive
0
17
null
7
2022-01-15 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,581
1,178,459
30
Female
18,114
Single
0
High School
Self-Employed
10.837229
Suburban
Premium
0
6
731
5
2023-07-03 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,339
1,178,460
24
Male
483
Single
2
PhD
Employed
32.16252
Rural
Basic
0
18
834
8
2023-10-20 15:21:39.152732
null
Yes
Daily
Condo
2,028
1,178,461
44
Female
null
Single
1
High School
Employed
31.678627
Rural
Premium
null
18
546
3
2021-10-23 15:21:39.194829
Poor
Yes
Weekly
Apartment
49
1,178,462
46
Female
27,604
Married
1
Bachelor's
null
42.642853
Suburban
Basic
0
12
null
1
2019-11-21 15:21:39.134960
Poor
Yes
Weekly
House
515
1,178,463
56
Male
39,224
Single
3
PhD
null
22.91318
Rural
Basic
3
17
806
8
2023-05-16 15:21:39.185215
Good
Yes
Weekly
Apartment
2,091
1,178,464
45
Female
1,207
Single
3
PhD
Employed
29.717949
Urban
Comprehensive
2
1
622
8
2023-06-21 15:21:39.237118
Good
Yes
Weekly
House
2,140
1,178,465
29
Female
37,393
Single
0
PhD
Unemployed
31.068827
Suburban
Basic
0
12
725
2
2022-09-15 15:21:39.134960
Average
No
Rarely
House
2,854
1,178,466
28
Male
83,951
Single
4
Bachelor's
Employed
30.092265
Urban
Basic
2
10
764
8
2022-02-20 15:21:39.194829
Average
No
Daily
House
2,677
1,178,467
53
Female
18,409
Single
1
PhD
Unemployed
null
Urban
Premium
null
8
null
4
2022-09-23 15:21:39.120168
Good
Yes
Weekly
House
673
1,178,468
44
Female
81,528
Married
1
High School
null
43.856399
Rural
Comprehensive
2
17
730
3
2020-10-13 15:21:39.146733
Average
Yes
Monthly
Condo
124
1,178,469
39
Male
13,196
Divorced
1
Master's
null
36.813552
Urban
Premium
0
5
null
3
2024-03-19 15:21:39.281787
Good
Yes
Rarely
Condo
553
1,178,470
64
Female
923
Divorced
3
PhD
Unemployed
21.534817
Suburban
Basic
2
6
706
6
2021-11-04 15:21:39.190215
Average
No
Weekly
House
1,346
1,178,471
43
Male
87,196
Married
1
PhD
Employed
16.603802
Urban
Basic
0
7
797
1
2024-02-18 15:21:39.155231
Average
Yes
Daily
House
427
1,178,472
21
Female
35,692
Married
3
Master's
Employed
40.667318
Rural
Basic
2
9
596
5
2020-06-23 15:21:39.105192
Poor
Yes
Daily
House
463
1,178,473
39
Male
null
null
0
PhD
Self-Employed
33.339568
Rural
Basic
null
12
742
3
2023-08-17 15:21:39.147735
Good
Yes
Monthly
Condo
38
1,178,474
20
Female
16,891
Divorced
4
PhD
Unemployed
null
Rural
Basic
null
19
519
2
2024-08-05 15:21:39.155231
Average
Yes
Rarely
Condo
996
1,178,475
21
Female
14,094
Single
4
Master's
Unemployed
31.380186
Suburban
Comprehensive
1
12
633
8
2019-09-24 15:21:39.126661
Average
No
Rarely
Apartment
542
1,178,476
25
Female
16,042
Married
3
Master's
Unemployed
35.6342
Suburban
Basic
null
18
748
9
2021-12-14 15:21:39.194829
Good
No
Weekly
House
3,811
1,178,477
35
Female
55,598
null
4
PhD
Employed
19.92789
Suburban
Basic
2
3
599
2
2022-04-23 15:21:39.126661
Poor
Yes
Monthly
House
411
1,178,478
60
Female
26,355
Married
3
Master's
Unemployed
19.943707
Suburban
Premium
null
6
842
6
2021-09-26 15:21:39.193945
Good
Yes
Monthly
House
582
1,178,479
22
Female
28,574
Single
2
Bachelor's
Employed
14.588005
Rural
Basic
0
6
787
4
2022-02-19 15:21:39.181605
Average
No
Rarely
Condo
652
1,178,480
49
Male
11,894
Divorced
2
Master's
Self-Employed
38.735763
Rural
Comprehensive
null
0
543
8
2024-03-03 15:21:39.289099
Average
Yes
Daily
Apartment
663
1,178,481
19
Male
null
Single
2
High School
Unemployed
51.746279
Suburban
Comprehensive
0
17
731
5
2021-01-16 15:21:39.155231
Good
No
Daily
Apartment
479
1,178,482
41
Male
41,167
Single
1
Bachelor's
Unemployed
23.282163
Suburban
Premium
null
0
452
7
2024-08-12 15:21:39.279729
Good
No
Daily
Apartment
1,399
1,178,483
45
Female
29,095
Divorced
null
Master's
null
26.856702
Suburban
Comprehensive
0
12
526
8
2022-04-02 15:21:39.168099
Poor
Yes
Rarely
Condo
657
1,178,484
42
Female
446
Single
3
Master's
Self-Employed
43.988683
Rural
Comprehensive
1
0
494
3
2023-10-21 15:21:39.189223
Average
No
Rarely
Apartment
903
1,178,485
48
Male
106,478
Married
0
High School
null
50.641232
Suburban
Basic
2
5
613
4
2021-02-25 15:21:39.270454
Average
Yes
Weekly
House
852
1,178,486
52
Male
3,622
Single
0
Bachelor's
Unemployed
12.672324
Urban
Comprehensive
null
7
481
3
2024-01-31 15:21:39.125660
Poor
No
Weekly
Condo
3,419
1,178,487
36
Female
39
Single
null
Bachelor's
Unemployed
16.184905
Urban
Premium
1
10
841
7
2021-03-15 15:21:39.086123
Good
Yes
Weekly
House
893
1,178,488
50
Female
26,682
Divorced
2
PhD
Self-Employed
32.050028
Urban
Basic
1
13
null
3
2020-08-18 15:21:39.151732
Poor
No
Weekly
Apartment
1,739
1,178,489
58
Male
24,997
Married
0
PhD
Employed
51.844184
Urban
Premium
null
19
629
5
2021-04-13 15:21:39.175719
Good
Yes
Weekly
Apartment
2,091
1,178,490
30
Male
22,088
Divorced
3
Master's
null
17.393898
Urban
Premium
null
4
543
1
2023-09-05 15:21:39.098696
Good
Yes
Rarely
Condo
803
1,178,491
60
Male
39,098
Married
3
Bachelor's
Self-Employed
11.647824
Suburban
Basic
0
1
803
1
2023-01-14 15:21:39.237118
Average
No
Daily
Apartment
582
1,178,492
48
Male
18,245
Divorced
3
PhD
null
35.066364
Urban
Premium
0
1
726
2
2024-06-03 15:21:39.216387
Average
No
Rarely
Apartment
873
1,178,493
60
Male
20,211
Married
4
Master's
Unemployed
26.874127
Rural
Comprehensive
1
18
468
8
2020-05-17 15:21:39.143708
Good
No
Weekly
Apartment
441
1,178,494
37
Male
16,408
Married
4
Bachelor's
Unemployed
29.058802
Rural
Comprehensive
null
8
597
4
2021-04-27 15:21:39.186212
Poor
No
Rarely
House
1,160
1,178,495
64
Female
19,734
Single
0
Bachelor's
Unemployed
8.484627
Suburban
Premium
2
6
826
7
2020-12-30 15:21:39.128286
Average
Yes
Daily
Apartment
1,134
1,178,496
45
Female
461
Married
null
Bachelor's
Unemployed
47.164423
Rural
Comprehensive
0
19
509
8
2023-02-07 15:21:39.223901
Poor
No
Rarely
Apartment
618
1,178,497
25
Male
13,982
Married
0
PhD
Employed
null
Urban
Comprehensive
null
15
717
9
2021-11-10 15:21:39.134960
Poor
Yes
Daily
Condo
614
1,178,498
45
Male
40,323
Divorced
2
Bachelor's
Employed
19.067255
Urban
Basic
null
5
848
1
2021-03-07 15:21:39.084065
Average
Yes
Monthly
House
543
1,178,499
19
Female
6,832
Single
null
Bachelor's
Unemployed
10.735345
Urban
Comprehensive
1
4
593
5
2020-11-16 15:21:39.251142
Average
Yes
Weekly
Condo
1,012