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
32,400
34
Male
61,648
Married
0
High School
Self-Employed
19.452847
Suburban
Comprehensive
1
14
454
2
2023-10-06 15:21:39.168099
Average
Yes
Monthly
Condo
40
32,401
23
Female
4,866
Single
2
Master's
null
34.769018
Rural
Basic
3
9
null
8
2022-11-25 15:21:39.144722
Good
No
Rarely
Condo
833
32,402
26
Male
39,593
Divorced
3
PhD
Self-Employed
43.097888
Rural
Premium
1
11
null
8
2022-06-24 15:21:39.131192
Average
No
Rarely
House
584
32,403
24
Female
29,164
Divorced
3
Master's
Unemployed
6.607656
Rural
Basic
0
9
675
2
2022-02-12 15:21:39.260856
Good
Yes
Rarely
House
688
32,404
55
Female
18,116
Divorced
3
PhD
null
22.691324
Suburban
Basic
1
19
381
9
2023-04-23 15:21:39.223901
Good
Yes
Daily
House
459
32,405
40
Female
83,871
Single
3
Master's
Unemployed
33.681964
Urban
Comprehensive
null
8
798
8
2022-06-16 15:21:39.134960
Poor
No
Daily
Apartment
104
32,406
54
Male
35,926
Divorced
0
High School
null
4.664005
Rural
Premium
null
17
461
6
2024-05-19 15:21:39.155231
Poor
Yes
Daily
Condo
4,259
32,407
63
Female
18,368
Divorced
0
High School
Employed
29.147785
Rural
Comprehensive
0
4
607
7
2020-10-30 15:21:39.192212
Average
Yes
Rarely
House
27
32,408
24
Female
142,787
Single
1
PhD
Employed
null
Rural
Basic
1
14
744
9
2024-06-11 15:21:39.192212
Poor
No
Monthly
Condo
434
32,409
47
Female
857
Single
1
Bachelor's
Employed
16.419946
Suburban
Basic
null
7
424
9
2023-06-28 15:21:39.271453
Average
Yes
Rarely
Apartment
663
32,410
20
Male
18,644
Divorced
3
Master's
Self-Employed
52.65648
Rural
Basic
3
4
null
3
2022-01-26 15:21:39.155231
Poor
Yes
Weekly
Apartment
23
32,411
50
Female
105,897
Single
1
PhD
Self-Employed
17.296713
Suburban
Premium
null
1
373
1
2023-05-02 15:21:39.247098
Average
No
Rarely
Apartment
1,551
32,412
39
Male
11,916
Divorced
1
PhD
Employed
50.867336
Urban
Basic
null
19
628
9
2021-07-29 15:21:39.188220
Poor
Yes
Rarely
House
1,426
32,413
50
Male
13,889
Single
1
Master's
Employed
31.704448
Suburban
Comprehensive
1
8
466
1
2020-08-27 15:21:39.134960
Average
Yes
Monthly
Apartment
592
32,414
21
Male
15,412
Divorced
0
PhD
Employed
25.083076
Suburban
Premium
null
2
717
8
2020-03-04 15:21:39.084065
Good
No
Weekly
House
2,368
32,415
23
Male
3,518
Single
4
Master's
Employed
6.752911
Rural
Basic
null
0
517
1
2022-10-02 15:21:39.094752
Good
No
Monthly
Condo
2,248
32,416
60
Male
45,415
Married
3
Bachelor's
Unemployed
36.261078
Urban
Basic
2
19
568
4
2023-06-06 15:21:39.134960
Average
Yes
Monthly
House
2,909
32,417
30
Male
11,126
Divorced
2
Master's
Unemployed
17.938219
Rural
Basic
0
11
354
4
2024-01-19 15:21:39.250151
Good
Yes
Weekly
Condo
1,330
32,418
21
Male
3,957
Married
3
PhD
Employed
21.091949
Rural
Comprehensive
0
10
493
4
2021-01-31 15:21:39.087123
Good
Yes
Weekly
House
585
32,419
43
Female
29,460
Single
4
Master's
Self-Employed
46.189035
Suburban
Basic
null
2
477
9
2024-05-05 15:21:39.107553
Good
No
Monthly
Apartment
1,527
32,420
18
Male
82,465
Divorced
2
Master's
Employed
50.991396
Rural
Premium
1
3
759
8
2023-06-24 15:21:39.111551
Good
Yes
Rarely
Apartment
111
32,421
51
Female
1,270
Divorced
2
High School
null
11.739429
Rural
Basic
0
17
433
9
2024-04-19 15:21:39.134960
Poor
Yes
Weekly
House
901
32,422
55
Female
14,076
Single
null
Master's
Self-Employed
8.63102
Suburban
Premium
2
4
716
1
2022-02-09 15:21:39.134960
Good
No
Monthly
House
755
32,423
27
Female
1,224
Single
1
High School
null
9.759412
Urban
Comprehensive
2
13
null
2
2022-02-01 15:21:39.250151
Good
No
Weekly
House
1,322
32,424
18
Male
29,071
Single
3
PhD
Unemployed
4.242539
Rural
Premium
null
8
437
1
2024-03-29 15:21:39.129190
Average
No
Weekly
Condo
656
32,425
60
Female
12,525
Single
2
High School
Unemployed
37.064865
Urban
Basic
1
18
517
8
2023-06-02 15:21:39.194829
Good
No
Daily
Apartment
755
32,426
33
Male
44,938
Divorced
null
High School
null
27.070109
Rural
Basic
null
16
621
9
2024-05-06 15:21:39.134960
Poor
No
Daily
Apartment
1,325
32,427
48
Male
1,796
Single
3
Master's
null
37.950101
Suburban
Premium
5
13
640
2
2022-07-20 15:21:39.251142
Poor
Yes
Monthly
House
839
32,428
42
Female
13,183
Married
4
Master's
Self-Employed
16.184877
Urban
Basic
0
4
409
1
2021-11-18 15:21:39.132191
Average
No
Rarely
Condo
567
32,429
54
Female
59,216
Divorced
null
Bachelor's
Unemployed
29.717949
Suburban
Premium
1
17
333
7
2024-04-14 15:21:39.202448
Average
Yes
Weekly
Condo
597
32,430
27
Male
5,871
Divorced
2
Bachelor's
Unemployed
37.652571
Suburban
Basic
null
16
739
6
2021-07-22 15:21:39.258696
Average
Yes
Daily
Apartment
1,297
32,431
20
Male
64,934
Single
4
PhD
null
11.204281
Suburban
Comprehensive
null
7
435
6
2020-11-17 15:21:39.130190
Good
No
Weekly
Condo
472
32,432
28
Female
14,894
Single
0
Bachelor's
null
21.979305
Suburban
Comprehensive
1
12
567
3
2024-05-08 15:21:39.265513
Good
No
Rarely
Apartment
2,172
32,433
28
Male
37,398
Married
2
High School
null
7.231616
Urban
Comprehensive
null
2
758
6
2023-11-13 15:21:39.147735
Average
Yes
Daily
Condo
485
32,434
63
Female
43,155
Single
3
PhD
null
18.944318
Suburban
Comprehensive
0
7
665
2
2020-07-07 15:21:39.091080
Good
No
Daily
Apartment
902
32,435
43
Female
20,034
Divorced
null
Master's
null
31.484549
Suburban
Premium
1
6
745
3
2023-08-11 15:21:39.134960
Average
Yes
Weekly
Condo
1,242
32,436
31
Female
40,791
Divorced
0
Master's
Self-Employed
21.092898
Suburban
Comprehensive
1
4
null
8
2020-11-25 15:21:39.094752
Average
No
Rarely
Apartment
1,873
32,437
51
Male
4,538
Single
2
PhD
null
48.997817
Suburban
Premium
1
4
609
5
2023-07-28 15:21:39.276901
Poor
No
Weekly
Apartment
2,652
32,438
18
Female
62,760
Single
4
Bachelor's
Self-Employed
null
Suburban
Premium
2
13
381
5
2024-02-09 15:21:39.192212
Poor
No
Monthly
Condo
885
32,439
21
Female
23,104
Divorced
0
Master's
Unemployed
26.547191
Urban
Premium
2
7
745
2
2021-03-15 15:21:39.256696
Good
No
Monthly
House
1,517
32,440
57
Female
83,358
Married
4
Bachelor's
Employed
48.820941
Urban
Comprehensive
2
3
372
6
2024-07-27 15:21:39.172097
Poor
Yes
Rarely
Apartment
1,281
32,441
64
Female
49,154
Divorced
null
PhD
Employed
9.95941
Suburban
Premium
1
18
null
6
2022-01-08 15:21:39.191219
Average
Yes
Monthly
Apartment
151
32,442
49
Female
4,088
Divorced
2
Master's
Unemployed
24.965181
Rural
Comprehensive
1
0
505
6
2022-08-01 15:21:39.122134
Good
Yes
Daily
House
1,683
32,443
31
Female
null
Divorced
1
Master's
Employed
12.965751
Suburban
Basic
1
4
472
4
2022-10-23 15:21:39.206847
Good
Yes
Monthly
Apartment
30
32,444
37
Male
23,657
Single
4
High School
Self-Employed
18.591539
Suburban
Basic
0
19
578
3
2024-05-09 15:21:39.082499
Average
No
Daily
Apartment
432
32,445
28
Female
73,710
Divorced
2
Master's
null
52.067313
Suburban
Comprehensive
null
18
537
5
2022-06-08 15:21:39.171102
Good
No
Daily
House
447
32,446
37
Male
2,086
Single
4
Master's
null
13.095928
Rural
Basic
1
7
579
4
2021-03-09 15:21:39.084065
Average
No
Weekly
Condo
4,932
32,447
61
Female
27,385
Divorced
null
Bachelor's
null
42.843252
Suburban
Comprehensive
2
12
615
2
2020-06-29 15:21:39.278402
Average
Yes
Weekly
House
710
32,448
43
Female
62,369
Married
1
High School
Employed
null
Urban
Basic
null
4
759
9
2022-02-17 15:21:39.270454
Good
No
Rarely
Apartment
2,733
32,449
18
Male
44,711
Married
1
Bachelor's
null
null
Urban
Premium
0
15
683
1
2019-11-18 15:21:39.253660
Average
No
Daily
House
652
32,450
33
Male
null
null
1
Bachelor's
Unemployed
34.295524
Urban
Premium
2
16
485
1
2020-01-06 15:21:39.187211
Poor
No
Monthly
Condo
1,857
32,451
61
Female
18,899
Married
3
Bachelor's
null
17.087712
Rural
Basic
1
14
513
9
2020-09-15 15:21:39.172097
Average
Yes
Weekly
Apartment
2,105
32,452
21
Female
97,200
Married
2
PhD
Employed
21.052446
Urban
Premium
null
5
441
1
2021-06-10 15:21:39.145732
Poor
No
Rarely
Apartment
629
32,453
38
Male
17,078
Divorced
0
Master's
Unemployed
40.070029
Urban
Premium
4
7
694
7
2021-04-24 15:21:39.188220
Poor
No
Weekly
House
735
32,454
58
Female
93,430
Single
2
High School
null
27.055321
Rural
Comprehensive
3
2
427
6
2021-06-24 15:21:39.202448
Poor
Yes
Monthly
House
1,030
32,455
37
Male
11,627
Married
0
PhD
null
12.437938
Suburban
Basic
2
18
631
9
2020-08-23 15:21:39.265513
Good
No
Weekly
Apartment
600
32,456
55
Female
40,682
Divorced
3
PhD
null
8.829051
Urban
Basic
2
17
609
6
2023-11-17 15:21:39.188220
Poor
Yes
Daily
Apartment
1,205
32,457
33
Female
45,516
Divorced
4
High School
null
25.912092
Suburban
Premium
0
6
709
7
2020-10-03 15:21:39.155231
Good
No
Weekly
House
455
32,458
49
Female
51,477
Divorced
4
High School
Unemployed
50.868374
Suburban
Premium
3
14
757
1
2019-11-12 15:21:39.237118
Average
No
Rarely
Apartment
975
32,459
43
Male
26,638
Divorced
2
Bachelor's
Employed
14.690953
Suburban
Premium
2
14
792
8
2023-02-02 15:21:39.175719
Good
No
Monthly
House
772
32,460
55
Female
1,575
Single
1
Bachelor's
Employed
32.966594
Rural
Comprehensive
0
14
636
8
2019-10-28 15:21:39.134960
Good
Yes
Daily
House
34
32,461
27
Female
18,671
Divorced
4
High School
null
19.488931
Rural
Comprehensive
null
0
null
1
2022-10-05 15:21:39.088124
Good
Yes
Monthly
House
870
32,462
53
Male
17,072
Married
1
Bachelor's
Employed
29.956513
Rural
Premium
0
10
738
5
2022-11-12 15:21:39.134960
Good
Yes
Rarely
Apartment
1,368
32,463
33
Male
5,719
Single
2
High School
Self-Employed
47.164531
Suburban
Premium
0
9
391
5
2020-09-04 15:21:39.134960
Good
Yes
Rarely
House
1,158
32,464
59
Female
110,342
Single
2
Master's
Unemployed
41.773859
Urban
Comprehensive
2
3
674
1
2020-05-22 15:21:39.169102
null
Yes
Monthly
Apartment
1,106
32,465
34
Male
14,082
Married
3
PhD
Unemployed
29.92871
Suburban
Comprehensive
0
14
481
5
2020-10-31 15:21:39.248098
null
Yes
Daily
Condo
1,757
32,466
24
Female
64,285
Married
null
Bachelor's
Unemployed
6.341022
Suburban
Comprehensive
0
8
461
1
2021-04-01 15:21:39.191219
Good
No
Daily
Condo
2,197
32,467
51
Female
21,170
Single
2
Master's
null
14.493235
Rural
Comprehensive
null
17
526
6
2023-09-28 15:21:39.081504
Poor
Yes
Rarely
House
1,316
32,468
24
Male
24,296
Divorced
0
High School
null
31.797565
Suburban
Premium
1
0
811
8
2024-03-27 15:21:39.261856
Poor
No
Weekly
Condo
24
32,469
50
Male
43,461
Married
2
Bachelor's
Self-Employed
6.848669
Suburban
Premium
null
6
587
4
2022-02-24 15:21:39.291118
Poor
Yes
Weekly
Apartment
925
32,470
39
Female
769
Married
1
Master's
null
19.791648
Suburban
Comprehensive
2
1
548
6
2023-07-28 15:21:39.126661
Average
No
Weekly
House
916
32,471
60
Female
3,440
Single
4
Bachelor's
Employed
25.0146
Urban
Premium
1
5
783
7
2020-02-19 15:21:39.093681
Average
Yes
Monthly
Condo
318
32,472
20
Female
24,365
Single
1
High School
Unemployed
30.898422
Rural
Premium
0
1
552
7
2022-08-02 15:21:39.268507
Good
Yes
Rarely
House
1,970
32,473
31
Male
50,827
Divorced
0
PhD
null
15.24649
Rural
Premium
null
8
795
8
2021-06-28 15:21:39.203442
Average
No
Weekly
Apartment
384
32,474
35
Male
29,062
Single
1
Master's
null
23.416364
Suburban
Comprehensive
null
16
577
5
2022-08-05 15:21:39.248098
Good
Yes
Rarely
Apartment
855
32,475
64
Female
28,603
Single
3
High School
Employed
31.849091
Suburban
Premium
0
14
558
3
2020-10-31 15:21:39.237118
Average
No
Weekly
Condo
686
32,476
60
Male
26,182
Divorced
3
PhD
Unemployed
30.912592
Urban
Comprehensive
1
2
598
5
2021-03-16 15:21:39.134960
Poor
No
Daily
House
639
32,477
55
Female
52,113
Single
null
High School
Self-Employed
29.073279
Rural
Comprehensive
2
17
null
1
2023-07-24 15:21:39.088124
Good
Yes
Monthly
Apartment
86
32,478
25
Male
1,317
Divorced
0
Bachelor's
null
8.061243
Urban
Basic
0
8
782
6
2023-10-24 15:21:39.221386
Poor
Yes
Rarely
House
32
32,479
26
Female
394
Single
2
Master's
null
35.591559
Urban
Basic
2
10
751
3
2022-12-31 15:21:39.132191
Average
Yes
Rarely
Apartment
880
32,480
30
Male
35,311
Single
2
Master's
Unemployed
21.564319
Rural
Premium
1
5
652
1
2020-06-09 15:21:39.092127
Good
No
Weekly
House
291
32,481
54
Male
29,084
Married
2
High School
null
26.205843
Urban
Comprehensive
0
9
null
7
2023-06-25 15:21:39.175719
Average
Yes
Monthly
Condo
473
32,482
59
Male
5,730
Divorced
3
Bachelor's
Employed
36.329316
Suburban
Premium
null
18
549
4
2020-04-13 15:21:39.274993
Good
Yes
Monthly
Condo
43
32,483
35
Male
8,007
Married
null
PhD
Unemployed
31.557469
Suburban
Premium
1
9
null
7
2024-02-20 15:21:39.155231
Good
No
Daily
House
910
32,484
36
Female
8,288
Single
3
High School
Unemployed
20.813886
Suburban
Basic
0
17
512
4
2023-09-19 15:21:39.133866
Average
Yes
Weekly
House
559
32,485
54
Male
124,794
Single
4
Master's
Employed
37.505559
Urban
Comprehensive
3
9
434
7
2022-11-05 15:21:39.092127
Poor
Yes
Rarely
Condo
1,034
32,486
43
Male
51,733
Married
1
Master's
Self-Employed
14.892997
Urban
Premium
0
17
537
6
2023-02-10 15:21:39.094752
Poor
No
Weekly
House
357
32,487
39
Male
15,109
Single
2
Master's
null
43.241975
Suburban
Basic
null
13
849
6
2022-04-21 15:21:39.237118
Average
Yes
Daily
Apartment
1,551
32,488
40
Female
2,058
Divorced
null
Bachelor's
Employed
20.392913
Rural
Premium
1
15
494
5
2020-08-23 15:21:39.132191
Good
Yes
Daily
House
24
32,489
53
Male
24,359
Divorced
2
Master's
Employed
29.962787
Rural
Premium
null
18
385
3
2020-12-14 15:21:39.197445
Good
No
Monthly
Apartment
592
32,490
61
Male
38,805
Divorced
0
Master's
Unemployed
44.13361
Suburban
Basic
0
2
null
4
2021-03-05 15:21:39.235012
Average
Yes
Rarely
House
225
32,491
43
Male
139,709
Single
3
PhD
Self-Employed
13.691684
Suburban
Basic
0
13
425
1
2020-07-25 15:21:39.264504
null
Yes
Daily
Condo
668
32,492
48
Female
3,173
Single
4
PhD
Employed
30.979562
Rural
Basic
2
10
565
1
2020-10-24 15:21:39.192212
Average
No
Weekly
Apartment
1,662
32,493
39
Male
54,262
Divorced
0
Bachelor's
Unemployed
34.73493
Rural
Comprehensive
0
0
651
3
2021-10-01 15:21:39.168099
Good
Yes
Monthly
Apartment
107
32,494
54
Female
15,621
Single
1
High School
Unemployed
35.167438
Rural
Basic
1
17
707
2
2024-07-16 15:21:39.176717
Poor
Yes
Weekly
Condo
607
32,495
31
Male
18,759
Single
1
Bachelor's
null
44.504823
Rural
Comprehensive
null
12
534
1
2023-08-25 15:21:39.247098
Poor
Yes
Monthly
Condo
240
32,496
55
Female
7,354
Single
3
High School
Employed
10.918785
Suburban
Basic
1
9
795
5
2022-02-02 15:21:39.130190
Good
No
Weekly
House
902
32,497
52
Male
81,186
Single
3
Master's
Self-Employed
22.966197
Urban
Basic
3
0
null
6
2021-04-21 15:21:39.096739
Good
Yes
Weekly
Condo
28
32,498
59
Female
18,288
Married
2
PhD
Employed
34.496536
Rural
Basic
0
3
758
3
2021-06-30 15:21:39.221386
Average
No
Daily
Condo
1,150
32,499
56
Male
76,972
Divorced
null
High School
null
11.294059
Urban
Comprehensive
null
8
406
3
2023-03-24 15:21:39.096739
Good
No
Weekly
House
2,035