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
12,400
47
Female
35,380
Married
1
PhD
Unemployed
18.906243
Urban
Premium
null
3
646
6
2020-06-25 15:21:39.155231
Good
Yes
Weekly
House
597
12,401
60
Female
35,951
Single
3
Master's
Employed
28.912309
Rural
Comprehensive
null
15
636
2
2019-09-27 15:21:39.155231
Poor
No
Weekly
House
786
12,402
56
Female
1,526
Married
1
Bachelor's
Unemployed
40.147675
Rural
Premium
1
9
357
7
2024-08-12 15:21:39.124659
null
Yes
Monthly
Apartment
1,259
12,403
55
Female
30,503
Married
4
Master's
Self-Employed
30.99106
Suburban
Comprehensive
null
11
null
6
2019-11-13 15:21:39.255696
Poor
No
Weekly
Apartment
1,572
12,404
63
Female
30,284
Single
2
PhD
null
39.576892
Suburban
Premium
2
13
749
2
2024-02-09 15:21:39.155231
Average
No
Rarely
House
1,219
12,405
48
Male
18,382
Married
4
Master's
Employed
35.830431
Suburban
Basic
0
19
745
1
2022-02-14 15:21:39.155231
Good
No
Monthly
House
2,566
12,406
47
Female
40,287
Single
2
Master's
Self-Employed
20.888827
Urban
Comprehensive
0
19
626
5
2023-07-11 15:21:39.251142
Poor
Yes
Weekly
House
1,695
12,407
24
Male
18,054
Single
4
Master's
Self-Employed
6.617725
Urban
Basic
2
1
651
8
2021-07-04 15:21:39.146733
Good
Yes
Weekly
Apartment
724
12,408
32
Male
17,121
Divorced
4
PhD
Unemployed
52.979578
Rural
Basic
1
10
731
8
2023-07-22 15:21:39.117183
Good
No
Rarely
Condo
1,557
12,409
24
Male
64,497
Married
1
PhD
Unemployed
20.881443
Urban
Premium
2
13
null
1
2023-11-22 15:21:39.134960
Poor
No
Monthly
Apartment
3,548
12,410
34
Female
35,498
Divorced
2
Bachelor's
Employed
21.890205
Suburban
Comprehensive
2
10
710
1
2022-11-12 15:21:39.251142
Poor
No
Rarely
Condo
719
12,411
23
Male
5,098
Married
3
PhD
null
45.935841
Suburban
Comprehensive
1
12
725
9
2022-10-28 15:21:39.155231
Average
No
Monthly
Apartment
1,083
12,412
43
Male
5,983
Married
2
PhD
null
45.914595
Urban
Premium
0
6
554
9
2024-03-12 15:21:39.237118
Average
Yes
Weekly
Condo
1,211
12,413
26
Female
55,418
Single
4
High School
Unemployed
null
Urban
Basic
2
13
null
5
2021-10-28 15:21:39.177724
Poor
Yes
Monthly
Condo
28
12,414
25
Female
85,575
Single
null
Master's
Self-Employed
40.717605
Suburban
Comprehensive
0
12
492
7
2021-10-06 15:21:39.237118
null
No
Weekly
Apartment
240
12,415
46
Male
11,035
Single
3
Master's
Self-Employed
23.122878
Rural
Basic
0
14
648
7
2021-02-05 15:21:39.274993
Average
No
Monthly
Condo
1,284
12,416
47
Male
19,617
Divorced
0
High School
Self-Employed
42.282525
Rural
Basic
null
8
601
8
2022-09-01 15:21:39.172097
Average
No
Weekly
Apartment
377
12,417
36
Female
43,190
Married
1
High School
Self-Employed
21.810083
Urban
Basic
0
16
558
9
2020-05-09 15:21:39.155231
Good
Yes
Rarely
House
3,776
12,418
52
Male
1,228
Married
2
High School
Unemployed
15.064986
Urban
Comprehensive
0
5
471
4
2021-07-06 15:21:39.092127
Good
Yes
Monthly
House
1,501
12,419
34
Male
38,651
Single
1
High School
Employed
14.913731
Urban
Comprehensive
null
3
759
7
2020-02-17 15:21:39.237118
Poor
Yes
Monthly
Condo
1,226
12,420
20
Male
462
Divorced
4
High School
Self-Employed
null
Rural
Premium
0
5
788
2
2020-12-08 15:21:39.194829
Average
Yes
Weekly
House
1,678
12,421
43
Male
1,413
Single
1
High School
null
48.660438
Suburban
Basic
3
10
815
4
2024-04-25 15:21:39.085129
Poor
No
Weekly
Apartment
771
12,422
25
Male
1,796
Married
3
Bachelor's
null
11.569352
Suburban
Basic
null
5
603
2
2024-02-11 15:21:39.155231
Average
Yes
Rarely
Apartment
2,386
12,423
56
Male
17,336
Married
1
Master's
Unemployed
19.418428
Urban
Basic
1
16
null
9
2022-05-07 15:21:39.110557
Average
Yes
Weekly
House
27
12,424
50
Female
17,086
Married
0
PhD
Unemployed
15.365526
Rural
Basic
1
1
null
2
2022-12-30 15:21:39.134960
Poor
Yes
Rarely
Condo
1,207
12,425
61
Male
2,080
Single
2
Master's
Employed
17.16862
Suburban
Basic
2
9
558
1
2021-02-17 15:21:39.173834
Poor
Yes
Weekly
Apartment
1,306
12,426
34
Male
61,461
Divorced
1
High School
null
19.32671
Urban
Premium
0
6
543
8
2020-09-07 15:21:39.134960
null
Yes
Rarely
Condo
28
12,427
27
Male
1,190
Single
2
Master's
Employed
34.193952
Urban
Basic
0
13
370
6
2024-01-22 15:21:39.206847
Good
No
Monthly
Apartment
1,966
12,428
40
Male
85,165
Divorced
null
Master's
Unemployed
47.368085
Rural
Premium
null
9
532
8
2023-07-20 15:21:39.134960
Good
No
Rarely
House
160
12,429
60
Male
25,563
Married
4
Bachelor's
Self-Employed
24.88956
Suburban
Comprehensive
null
11
747
7
2024-06-27 15:21:39.154008
Average
No
Monthly
Apartment
99
12,430
34
Female
27,116
Divorced
4
High School
Unemployed
11.238314
Suburban
Premium
null
17
691
9
2019-12-11 15:21:39.155231
Good
No
Daily
House
827
12,431
28
Male
18,072
Married
0
Master's
null
27.049892
Rural
Basic
null
14
479
7
2023-01-03 15:21:39.219432
Average
No
Rarely
House
1,015
12,432
61
Male
16,891
Divorced
0
Master's
null
16.868885
Suburban
Comprehensive
0
7
null
7
2022-01-06 15:21:39.081504
Poor
Yes
Rarely
House
639
12,433
54
Female
7,084
Divorced
0
Bachelor's
Employed
20.926698
Suburban
Comprehensive
null
12
791
6
2023-09-21 15:21:39.177724
Poor
No
Monthly
Condo
1,645
12,434
23
Female
5,515
Single
0
PhD
Employed
26.619687
Urban
Comprehensive
0
11
542
9
2020-03-25 15:21:39.090124
Good
Yes
Daily
Condo
518
12,435
24
Male
1,349
Divorced
1
High School
Employed
12.898326
Suburban
Comprehensive
2
2
671
8
2020-12-24 15:21:39.176717
Average
Yes
Weekly
House
724
12,436
35
Female
1,037
Divorced
0
Bachelor's
Unemployed
9.836175
Rural
Premium
0
17
495
2
2021-06-11 15:21:39.155231
Poor
No
Monthly
Condo
554
12,437
36
Male
18,332
Divorced
0
Master's
Self-Employed
24.1623
Suburban
Basic
2
5
568
3
2020-09-14 15:21:39.253660
Poor
Yes
Weekly
Condo
687
12,438
47
Female
23,015
Divorced
3
Bachelor's
null
29.094977
Suburban
Comprehensive
null
3
491
9
2022-04-06 15:21:39.134960
Average
No
Daily
Apartment
885
12,439
51
Female
464
Married
2
Bachelor's
Employed
26.294601
Suburban
Comprehensive
null
16
508
3
2023-11-21 15:21:39.132191
Poor
Yes
Rarely
House
2,134
12,440
32
Male
141,806
Married
1
Master's
Unemployed
null
Rural
Premium
1
9
703
4
2024-06-06 15:21:39.143708
Poor
No
Daily
Apartment
2,295
12,441
51
Female
20,276
Single
2
PhD
Employed
34.382626
Suburban
Premium
null
18
731
3
2020-09-23 15:21:39.264504
Average
Yes
Weekly
Condo
526
12,442
25
Female
29,894
Single
null
Master's
Self-Employed
6.420976
Suburban
Premium
null
0
638
8
2022-08-17 15:21:39.237118
Good
No
Daily
House
1,221
12,443
54
Female
12,340
Single
4
Bachelor's
Unemployed
17.567451
Urban
Premium
null
13
602
3
2023-02-06 15:21:39.192212
Average
No
Rarely
House
1,668
12,444
58
Female
107,517
Divorced
0
PhD
Employed
7.390003
Rural
Comprehensive
1
1
486
4
2020-09-18 15:21:39.237118
Poor
Yes
Daily
Apartment
4,541
12,445
null
Female
44,904
Single
1
PhD
Employed
43.771725
Suburban
Basic
null
5
587
1
2020-12-14 15:21:39.149731
Poor
Yes
Daily
Apartment
2,635
12,446
29
Male
29,014
Divorced
4
High School
Unemployed
16.55355
Suburban
Premium
null
14
836
8
2019-09-07 15:21:39.122134
Good
Yes
Rarely
Apartment
2,477
12,447
51
Female
45,415
Single
1
Master's
Unemployed
5.56683
Suburban
Comprehensive
null
5
466
6
2023-02-25 15:21:39.190215
Poor
Yes
Monthly
Condo
588
12,448
48
Female
38,413
Married
4
Bachelor's
null
7.849487
Urban
Comprehensive
2
18
544
8
2022-11-16 15:21:39.229482
Poor
No
Rarely
House
3,525
12,449
25
Female
28,891
Divorced
1
PhD
Self-Employed
36.813552
Urban
Premium
2
14
364
2
2024-03-16 15:21:39.181605
null
Yes
Daily
House
984
12,450
32
Male
4,862
Married
3
PhD
null
21.769394
Urban
Basic
2
19
585
5
2023-05-28 15:21:39.181605
Good
Yes
Daily
House
472
12,451
30
Female
2,989
Divorced
3
Master's
Employed
null
Suburban
Basic
null
5
638
4
2023-05-14 15:21:39.176717
Average
Yes
Daily
Apartment
1,414
12,452
33
Female
17,779
Divorced
null
High School
Self-Employed
27.26182
Rural
Comprehensive
0
17
705
7
2024-01-29 15:21:39.134960
Average
Yes
Rarely
Apartment
381
12,453
38
Female
1,608
Married
1
PhD
Unemployed
32.838399
Suburban
Premium
0
15
727
6
2023-06-25 15:21:39.192212
Good
No
Rarely
House
3,167
12,454
41
Female
117,532
Married
0
High School
null
18.759464
Rural
Basic
0
14
null
3
2023-03-01 15:21:39.289099
Poor
Yes
Weekly
House
115
12,455
37
Female
47,871
Married
4
PhD
Self-Employed
29.7263
Rural
Premium
null
6
518
7
2023-10-12 15:21:39.093681
Good
No
Rarely
Apartment
44
12,456
55
Female
67,825
Divorced
4
Bachelor's
Unemployed
17.834907
Urban
Basic
1
2
300
2
2022-12-27 15:21:39.164044
Good
No
Daily
Apartment
1,129
12,457
51
Male
20,632
Single
3
High School
null
30.70482
Suburban
Basic
1
14
315
1
2023-10-16 15:21:39.123711
Poor
No
Rarely
Apartment
1,482
12,458
61
Female
45,462
Divorced
4
Master's
Unemployed
4.22801
Urban
Basic
0
15
753
8
2020-03-15 15:21:39.287115
Poor
Yes
Daily
Apartment
1,068
12,459
35
Female
60,158
null
4
PhD
Self-Employed
37.292338
Suburban
Basic
null
10
683
3
2023-02-04 15:21:39.237118
Average
No
Rarely
Apartment
50
12,460
21
Male
94,975
Single
0
Bachelor's
Employed
15.993555
Rural
Comprehensive
1
1
493
8
2021-08-28 15:21:39.102694
Poor
Yes
Monthly
Condo
2,238
12,461
53
Male
13,069
Single
4
Bachelor's
Self-Employed
31.868726
Rural
Premium
3
8
316
8
2020-03-13 15:21:39.236064
Good
Yes
Rarely
Apartment
944
12,462
20
Female
116,093
Divorced
0
Master's
Unemployed
17.879285
Suburban
Premium
0
1
426
1
2019-12-19 15:21:39.226954
Poor
No
Monthly
Condo
1,213
12,463
41
Male
29,079
Married
0
Bachelor's
Self-Employed
10.751417
Suburban
Comprehensive
null
6
747
7
2022-08-03 15:21:39.256696
Good
No
Daily
Apartment
1,367
12,464
53
Female
102,776
Divorced
3
Master's
null
14.908685
Urban
Basic
1
10
397
4
2023-09-02 15:21:39.180553
Average
Yes
Weekly
House
1,336
12,465
45
Male
43,896
Divorced
null
PhD
null
null
Rural
Basic
3
9
696
5
2022-05-08 15:21:39.143708
Average
Yes
Weekly
House
1,333
12,466
56
Male
82,611
Married
0
Master's
null
42.359414
Suburban
Basic
3
1
405
9
2020-08-20 15:21:39.226954
Poor
Yes
Daily
Condo
1,368
12,467
59
Male
13,715
Divorced
0
Bachelor's
Employed
27.058796
Suburban
Basic
1
8
620
5
2020-02-11 15:21:39.261856
Good
No
Daily
House
1,620
12,468
37
Female
13,702
Married
0
Master's
Unemployed
14.814359
Suburban
Basic
null
0
631
8
2024-05-03 15:21:39.283783
Average
No
Weekly
House
458
12,469
27
Male
10,348
Divorced
2
Bachelor's
Self-Employed
11.918086
Suburban
Basic
null
4
718
5
2021-07-28 15:21:39.285112
Poor
No
Daily
House
528
12,470
45
Female
11,587
Divorced
2
PhD
Self-Employed
18.951101
Rural
Premium
1
11
388
1
2022-10-23 15:21:39.146733
Good
Yes
Weekly
Condo
706
12,471
19
Female
70,779
Single
1
Master's
null
3.629623
Rural
Premium
null
0
318
3
2020-08-14 15:21:39.180553
Poor
No
Monthly
Apartment
746
12,472
28
Male
45,233
Single
3
High School
Employed
39.547731
Suburban
Basic
4
9
766
4
2021-02-17 15:21:39.259788
Average
Yes
Daily
House
785
12,473
57
Female
145,967
Single
1
PhD
Employed
43.0756
Urban
Basic
null
0
486
4
2024-04-05 15:21:39.134960
null
Yes
Monthly
Condo
1,184
12,474
40
Male
33
Married
4
Master's
Employed
31.173715
Rural
Premium
0
7
785
1
2024-08-09 15:21:39.269494
Good
Yes
Monthly
House
1,759
12,475
64
Female
115,542
Divorced
0
Master's
Self-Employed
12.241483
Rural
Comprehensive
2
4
646
2
2021-02-06 15:21:39.084065
Average
Yes
Weekly
Condo
3,088
12,476
53
Female
81,812
Single
2
PhD
null
27.556827
Rural
Basic
null
13
null
2
2020-01-30 15:21:39.266452
Average
Yes
Weekly
Condo
405
12,477
null
Female
26,180
Divorced
1
Bachelor's
Self-Employed
42.265899
Rural
Basic
2
11
641
8
2023-06-29 15:21:39.224915
Good
No
Daily
House
1,002
12,478
34
Male
10,892
Divorced
0
Bachelor's
null
29.946189
Urban
Comprehensive
3
14
null
7
2021-07-10 15:21:39.079128
Average
No
Weekly
Condo
2,091
12,479
58
Female
5,513
Married
4
Master's
null
10.722285
Urban
Premium
1
13
622
3
2023-09-13 15:21:39.192212
Poor
No
Daily
Condo
2,385
12,480
22
Female
85,984
Single
null
PhD
Unemployed
4.974819
Urban
Comprehensive
0
3
496
2
2021-01-05 15:21:39.164044
Good
No
Weekly
Apartment
2,824
12,481
58
Female
23,676
Single
null
Bachelor's
Unemployed
8.59367
Suburban
Basic
null
0
659
9
2021-04-28 15:21:39.130190
Good
Yes
Daily
House
2,323
12,482
56
Female
36,369
Single
3
PhD
Unemployed
43.556784
Urban
Basic
1
16
542
7
2023-10-25 15:21:39.081504
Poor
Yes
Rarely
Condo
619
12,483
37
Male
1,498
Married
3
PhD
null
null
Urban
Comprehensive
null
5
498
5
2019-09-21 15:21:39.222387
Average
Yes
Monthly
Apartment
1,459
12,484
33
Female
null
Single
1
Bachelor's
Unemployed
36.740938
Suburban
Premium
3
4
360
7
2023-02-24 15:21:39.134960
Good
Yes
Rarely
Condo
588
12,485
21
Male
38,883
Divorced
4
Master's
null
32.189873
Rural
Basic
0
8
699
7
2020-11-16 15:21:39.102694
Poor
Yes
Monthly
House
454
12,486
37
Female
35,192
Married
null
Bachelor's
null
19.634896
Urban
Premium
null
5
446
4
2021-03-15 15:21:39.155231
Poor
Yes
Daily
House
815
12,487
54
Male
16,069
Single
3
PhD
null
46.783701
Rural
Premium
1
10
null
6
2021-04-28 15:21:39.279729
Good
No
Weekly
Apartment
561
12,488
46
Female
37,663
Married
4
High School
null
37.594373
Urban
Comprehensive
0
18
null
4
2019-11-30 15:21:39.220389
Good
Yes
Monthly
Condo
476
12,489
57
Female
null
null
null
High School
Self-Employed
35.121707
Urban
Comprehensive
1
9
310
1
2021-03-25 15:21:39.261856
Good
No
Daily
Apartment
467
12,490
26
Female
5,855
Married
1
High School
Employed
32.957182
Urban
Premium
0
5
581
8
2019-12-06 15:21:39.134960
Average
No
Daily
Apartment
573
12,491
29
Male
62,771
Married
4
Master's
Self-Employed
40.653907
Rural
Premium
0
13
498
6
2024-07-19 15:21:39.094752
Good
No
Rarely
Apartment
2,601
12,492
25
Female
43,431
Married
null
High School
Employed
20.466565
Urban
Premium
0
11
802
3
2021-08-11 15:21:39.134960
Average
Yes
Rarely
Condo
591
12,493
63
Male
6,931
Single
1
Bachelor's
null
23.598944
Suburban
Basic
1
9
420
5
2022-10-09 15:21:39.130190
Average
Yes
Weekly
House
1,643
12,494
41
Female
43,750
Single
2
PhD
null
12.865773
Rural
Comprehensive
1
8
669
8
2021-08-24 15:21:39.237118
Average
No
Rarely
Apartment
1,094
12,495
21
Female
1,761
Single
3
PhD
null
40.281776
Urban
Basic
null
13
734
8
2021-05-16 15:21:39.092127
Average
Yes
Monthly
House
3,278
12,496
33
Male
15,585
Divorced
2
High School
Self-Employed
15.965191
Rural
Premium
0
11
467
1
2021-01-09 15:21:39.197445
Good
No
Daily
Apartment
459
12,497
54
Female
86,027
Single
0
Bachelor's
null
17.088066
Urban
Premium
1
5
550
4
2020-06-03 15:21:39.248098
Average
Yes
Weekly
House
59
12,498
56
Male
4,868
Married
4
Bachelor's
null
37.226737
Rural
Basic
2
7
648
5
2023-01-18 15:21:39.276901
Poor
No
Weekly
House
776
12,499
49
Female
15,384
Married
1
PhD
Self-Employed
17.243526
Rural
Basic
null
18
673
9
2023-09-15 15:21:39.100695
Poor
Yes
Weekly
Apartment
468