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
22,400
59
Female
66,722
Divorced
1
PhD
null
16.758911
Urban
Basic
null
6
501
7
2024-07-12 15:21:39.155231
null
Yes
Rarely
Apartment
1,030
22,401
41
Male
28,307
Married
1
PhD
Employed
40.917272
Rural
Premium
null
9
807
9
2020-04-04 15:21:39.134960
null
Yes
Rarely
Apartment
1,211
22,402
44
Male
30,961
Married
2
Master's
Self-Employed
null
Suburban
Basic
1
9
638
5
2020-02-11 15:21:39.134960
Good
Yes
Weekly
House
23
22,403
60
Female
6,926
Single
0
Master's
null
9.939007
Suburban
Premium
null
12
721
8
2023-06-06 15:21:39.092127
Average
No
Monthly
Condo
519
22,404
44
Female
1,355
Single
2
Master's
Unemployed
8.955593
Rural
Comprehensive
1
18
489
4
2023-05-18 15:21:39.092127
Average
Yes
Daily
Apartment
663
22,405
45
Female
44,942
Married
3
PhD
null
16.71935
Rural
Premium
1
11
576
3
2022-07-22 15:21:39.092127
Good
No
Rarely
Condo
29
22,406
61
Male
41,356
Divorced
4
High School
null
12.0526
Suburban
Basic
0
19
360
5
2020-07-10 15:21:39.155231
Good
No
Monthly
Apartment
1,722
22,407
18
Female
null
Single
1
Bachelor's
null
null
Urban
Premium
null
13
360
9
2024-07-01 15:21:39.237118
Poor
Yes
Weekly
House
1,224
22,408
35
Male
7,851
Single
1
High School
Employed
19.724838
Urban
Basic
0
12
653
2
2019-12-06 15:21:39.263607
null
No
Weekly
Condo
746
22,409
44
Female
14,677
Married
null
PhD
Unemployed
23.701613
Rural
Comprehensive
null
4
750
9
2020-04-09 15:21:39.111551
Poor
No
Monthly
Apartment
1,469
22,410
38
Female
43,691
Married
3
High School
Employed
40.164933
Suburban
Basic
0
2
775
5
2023-09-05 15:21:39.252145
Good
No
Daily
Apartment
569
22,411
34
Male
38,193
Single
3
Master's
null
32.496006
Suburban
Premium
1
2
740
1
2023-10-22 15:21:39.168099
Good
No
Monthly
Apartment
1,793
22,412
20
Male
38,786
Married
2
Master's
Self-Employed
10.556514
Urban
Basic
null
4
777
8
2021-07-09 15:21:39.237118
Good
Yes
Daily
House
1,211
22,413
62
Male
51,403
Single
4
High School
Employed
37.927402
Rural
Basic
1
14
364
4
2023-04-04 15:21:39.155231
Average
Yes
Weekly
Condo
1,199
22,414
38
Female
20,797
Divorced
null
PhD
null
20.490631
Suburban
Premium
0
16
731
8
2024-04-04 15:21:39.090124
Poor
No
Monthly
Apartment
1,162
22,415
53
Female
62,369
Single
2
Master's
Self-Employed
26.581432
Suburban
Comprehensive
1
2
316
4
2020-12-19 15:21:39.250151
Average
No
Daily
House
319
22,416
22
Male
29,350
Single
1
High School
Self-Employed
4.336595
Rural
Premium
1
19
594
2
2022-11-13 15:21:39.202448
Good
Yes
Monthly
Condo
1,263
22,417
38
Male
44,983
Divorced
0
Master's
null
null
Rural
Basic
null
7
678
1
2024-01-25 15:21:39.192212
Poor
Yes
Rarely
Condo
1,213
22,418
53
Female
24,244
Divorced
2
PhD
Employed
20.776515
Rural
Comprehensive
1
8
584
1
2019-12-07 15:21:39.276901
null
Yes
Rarely
Condo
1,628
22,419
63
Female
56,466
Divorced
0
Master's
Self-Employed
19.559818
Urban
Comprehensive
1
17
353
3
2023-01-02 15:21:39.237118
Good
No
Daily
Apartment
33
22,420
57
Male
138,885
Divorced
0
High School
Unemployed
51.076427
Urban
Comprehensive
3
0
478
2
2019-12-29 15:21:39.095696
Good
No
Weekly
House
944
22,421
53
Female
9,092
Single
2
PhD
null
35.929491
Suburban
Comprehensive
0
14
724
6
2022-04-29 15:21:39.155231
Poor
Yes
Daily
Apartment
914
22,422
56
Female
85,246
Married
4
Bachelor's
null
51.409766
Urban
Basic
1
5
715
3
2021-08-31 15:21:39.261856
Good
No
Daily
House
503
22,423
62
Male
387
Single
3
Bachelor's
Employed
11.123353
Urban
Basic
0
0
null
9
2019-12-31 15:21:39.200452
Average
Yes
Monthly
House
885
22,424
47
Female
6,543
Single
4
Bachelor's
Unemployed
10.55394
Suburban
Comprehensive
0
9
514
8
2020-10-04 15:21:39.196387
Poor
No
Weekly
Apartment
187
22,425
25
Female
27,763
Married
1
PhD
null
null
Suburban
Premium
2
3
null
9
2020-02-19 15:21:39.080184
Good
Yes
Rarely
Condo
1,358
22,426
37
Female
11,520
Divorced
0
PhD
Employed
15.834806
Suburban
Premium
null
10
619
6
2023-01-12 15:21:39.170099
Average
Yes
Weekly
Apartment
815
22,427
45
Female
514
Divorced
2
Master's
Unemployed
22.827286
Rural
Premium
null
15
477
3
2023-07-16 15:21:39.170099
Poor
Yes
Monthly
Condo
843
22,428
53
Male
44,933
Married
0
High School
null
33.908719
Urban
Basic
1
3
359
1
2023-10-14 15:21:39.165120
Average
No
Daily
Condo
3,171
22,429
41
Male
26,121
Married
2
High School
Unemployed
45.162016
Rural
Comprehensive
1
1
775
9
2021-12-25 15:21:39.249100
null
No
Monthly
Condo
2,786
22,430
21
Male
18,053
Single
0
High School
Employed
32.85748
Urban
Premium
null
12
586
8
2021-01-02 15:21:39.285112
Good
No
Monthly
Condo
1,214
22,431
38
Female
17,982
Married
3
Master's
Self-Employed
4.471839
Urban
Premium
null
14
734
5
2023-03-03 15:21:39.183598
Average
No
Monthly
Apartment
489
22,432
34
Female
5,161
Single
3
Master's
Employed
35.966359
Rural
Premium
0
6
589
2
2020-04-29 15:21:39.187211
Poor
Yes
Weekly
Condo
88
22,433
63
Female
81,840
Single
0
Bachelor's
Self-Employed
25.898136
Rural
Comprehensive
null
6
437
3
2023-05-20 15:21:39.134960
Average
Yes
Rarely
Condo
857
22,434
44
Female
93,716
Single
2
High School
null
26.91417
Urban
Premium
null
0
445
5
2022-04-08 15:21:39.129190
Good
Yes
Daily
Condo
439
22,435
56
Female
21,465
Married
0
PhD
Unemployed
33.796726
Rural
Basic
1
11
437
1
2022-12-13 15:21:39.266452
Poor
Yes
Monthly
House
577
22,436
57
Female
3,777
Divorced
1
Master's
Unemployed
30.972209
Suburban
Comprehensive
1
1
525
1
2022-04-08 15:21:39.280784
Poor
No
Monthly
Condo
2,192
22,437
48
Male
17,069
Divorced
0
Bachelor's
Employed
39.450024
Rural
Premium
0
7
558
4
2024-04-10 15:21:39.282785
Average
Yes
Rarely
Condo
809
22,438
30
Female
30,325
Divorced
0
Bachelor's
Employed
19.692992
Rural
Premium
0
12
566
6
2019-11-07 15:21:39.271453
Good
No
Daily
House
872
22,439
63
Male
51,964
Single
null
Bachelor's
Unemployed
43.681352
Rural
Comprehensive
null
18
400
3
2023-02-02 15:21:39.126661
Good
Yes
Rarely
Condo
721
22,440
22
Male
113,960
Divorced
1
High School
Self-Employed
22.995827
Rural
Basic
1
7
434
9
2020-07-12 15:21:39.175719
Poor
No
Rarely
Apartment
793
22,441
51
Female
11,904
Divorced
4
Bachelor's
Unemployed
38.017898
Urban
Comprehensive
1
1
638
9
2022-04-12 15:21:39.264504
Good
Yes
Weekly
Condo
675
22,442
36
Female
24,998
Divorced
1
Master's
Self-Employed
22.099223
Rural
Basic
0
18
725
8
2021-05-24 15:21:39.261856
Average
No
Rarely
Apartment
1,725
22,443
20
Female
11,994
Single
null
Bachelor's
Employed
27.907309
Urban
Premium
0
0
613
3
2021-10-23 15:21:39.287115
Good
Yes
Daily
Apartment
775
22,444
32
Male
9,076
Divorced
4
Master's
Unemployed
19.900041
Suburban
Comprehensive
null
9
764
1
2023-06-18 15:21:39.134960
Poor
No
Daily
Condo
495
22,445
19
Male
38,307
Single
null
High School
null
23.155887
Rural
Comprehensive
null
10
406
1
2021-05-05 15:21:39.237118
Poor
Yes
Monthly
House
509
22,446
59
Female
17,923
Divorced
1
PhD
Unemployed
49.919252
Rural
Comprehensive
1
19
377
9
2020-02-13 15:21:39.204790
Good
No
Monthly
Apartment
1,013
22,447
37
Female
14,982
Married
1
Bachelor's
null
23.711708
Urban
Premium
0
5
null
9
2021-08-06 15:21:39.266452
Poor
Yes
Weekly
Condo
977
22,448
61
Female
4,540
Single
1
Master's
Employed
21.9911
Urban
Comprehensive
1
11
642
5
2023-09-04 15:21:39.244069
null
Yes
Weekly
Apartment
462
22,449
null
Female
18,320
Married
4
High School
Employed
46.923179
Suburban
Comprehensive
1
9
316
9
2023-12-30 15:21:39.181605
Average
No
Daily
House
669
22,450
35
Female
9,082
Single
3
Bachelor's
Self-Employed
23.636585
Rural
Basic
1
15
626
1
2021-08-12 15:21:39.204790
Average
No
Daily
Apartment
612
22,451
49
Male
77,673
Married
3
Master's
Unemployed
18.710739
Rural
Premium
null
15
428
9
2020-09-04 15:21:39.171102
Good
No
Rarely
Apartment
1,950
22,452
40
Female
15,861
Single
1
Master's
Unemployed
33.632604
Suburban
Basic
1
5
551
7
2023-05-27 15:21:39.184157
Good
Yes
Monthly
Apartment
2,236
22,453
53
Male
null
Married
0
Bachelor's
Self-Employed
42.411319
Urban
Premium
3
14
null
7
2024-08-05 15:21:39.091080
Poor
No
Rarely
Apartment
2,550
22,454
38
Female
85,310
Single
3
High School
Self-Employed
29.47357
Rural
Basic
null
10
330
6
2022-02-27 15:21:39.134960
Average
Yes
Rarely
House
1,937
22,455
35
Male
35
Single
0
Bachelor's
Employed
4.542615
Suburban
Comprehensive
2
11
657
2
2024-05-16 15:21:39.270454
Good
Yes
Daily
Condo
2,772
22,456
49
Female
13,189
Single
1
PhD
null
31.829242
Suburban
Comprehensive
1
19
491
7
2019-11-15 15:21:39.169102
Good
No
Rarely
Condo
593
22,457
22
Female
43,847
Single
1
Master's
Self-Employed
10.72639
Rural
Premium
null
10
null
3
2023-06-18 15:21:39.259788
Average
No
Weekly
House
37
22,458
19
Female
102,003
Married
1
Master's
Self-Employed
31.959239
Urban
Basic
2
17
842
5
2019-11-14 15:21:39.155231
null
Yes
Monthly
Apartment
96
22,459
52
Female
null
Single
2
High School
null
15.490613
Rural
Comprehensive
null
11
543
7
2023-11-17 15:21:39.134960
Average
Yes
Monthly
Apartment
49
22,460
62
Male
11,551
Divorced
0
Bachelor's
Employed
50.160152
Rural
Premium
2
16
642
1
2021-02-24 15:21:39.272456
Good
No
Monthly
Apartment
2,716
22,461
26
Female
100,967
Married
0
Master's
Self-Employed
13.006062
Urban
Basic
0
15
646
3
2024-01-12 15:21:39.166062
Good
No
Weekly
House
394
22,462
25
Male
30,890
Divorced
2
Bachelor's
null
29.53212
Rural
Comprehensive
1
15
478
8
2022-10-31 15:21:39.221386
Average
No
Daily
House
220
22,463
60
Male
44,100
Divorced
4
Master's
Unemployed
null
Suburban
Premium
1
13
515
1
2023-07-24 15:21:39.285112
Good
No
Daily
House
2,221
22,464
45
Female
67,861
Married
0
PhD
Employed
21.967609
Urban
Premium
null
13
316
4
2023-05-15 15:21:39.231531
Poor
Yes
Monthly
Condo
91
22,465
55
Male
4,912
Married
2
PhD
Employed
10.598505
Rural
Premium
4
9
null
1
2023-12-15 15:21:39.167099
Average
No
Monthly
Apartment
492
22,466
null
Female
28,259
Married
2
Master's
null
36.89527
Suburban
Premium
1
6
446
2
2020-10-15 15:21:39.123711
Poor
Yes
Daily
Apartment
576
22,467
44
Female
6,971
Single
1
Bachelor's
Self-Employed
34.287049
Urban
Basic
4
3
677
1
2022-12-26 15:21:39.155231
Poor
No
Weekly
Apartment
1,516
22,468
28
Female
902
Single
1
Master's
Self-Employed
8.83537
Suburban
Comprehensive
1
13
319
2
2023-02-26 15:21:39.154008
Average
Yes
Weekly
House
523
22,469
59
Female
46,194
Single
1
PhD
null
20.738982
Suburban
Comprehensive
1
2
622
5
2023-08-01 15:21:39.102694
Average
No
Weekly
Condo
732
22,470
22
Female
6,072
Divorced
0
Master's
Self-Employed
13.868475
Urban
Basic
null
10
646
4
2021-03-05 15:21:39.173834
Poor
Yes
Rarely
House
723
22,471
20
Male
114,873
Married
0
PhD
Self-Employed
27.377542
Suburban
Comprehensive
null
6
697
5
2019-09-04 15:21:39.221386
Poor
Yes
Monthly
House
391
22,472
64
Female
16,928
Married
1
High School
Self-Employed
11.27253
Suburban
Premium
0
17
427
5
2023-07-21 15:21:39.134960
Poor
Yes
Daily
Condo
3,836
22,473
22
Female
6,957
Divorced
4
Master's
Unemployed
23.422324
Urban
Comprehensive
1
6
765
2
2023-10-21 15:21:39.222387
null
Yes
Weekly
Condo
727
22,474
null
Male
40,487
Divorced
4
High School
null
32.506632
Rural
Basic
1
1
578
6
2024-08-09 15:21:39.261856
Average
No
Monthly
Apartment
793
22,475
53
Male
29,453
Divorced
null
High School
null
5.779856
Suburban
Premium
null
12
537
5
2020-08-11 15:21:39.155231
Average
No
Weekly
Apartment
1,710
22,476
26
Male
34,114
Divorced
3
Master's
null
40.700052
Urban
Comprehensive
1
13
713
2
2020-01-09 15:21:39.207847
Poor
No
Daily
Condo
868
22,477
44
Male
4,828
Divorced
2
PhD
Self-Employed
40.627024
Suburban
Basic
null
6
433
8
2023-08-10 15:21:39.237118
Average
No
Daily
Apartment
1,113
22,478
23
Male
43,832
Divorced
4
High School
Employed
18.482516
Rural
Premium
null
5
743
3
2023-06-03 15:21:39.204790
Average
Yes
Monthly
Apartment
452
22,479
45
Female
38,612
Single
null
PhD
null
27.929507
Urban
Basic
1
9
568
6
2020-06-02 15:21:39.263607
Average
Yes
Rarely
Condo
1,551
22,480
55
Female
3,327
Married
2
Master's
null
26.123914
Suburban
Premium
2
16
811
1
2021-05-29 15:21:39.273973
Good
No
Daily
House
1,559
22,481
26
Female
5,103
Divorced
null
High School
null
29.769202
Suburban
Premium
2
2
728
6
2023-03-22 15:21:39.184157
Good
Yes
Rarely
House
274
22,482
57
Male
1,162
Divorced
0
Bachelor's
null
13.937259
Suburban
Basic
1
9
488
4
2022-09-13 15:21:39.211806
Average
No
Monthly
Apartment
478
22,483
45
Male
40,337
Divorced
3
Bachelor's
Self-Employed
19.717136
Urban
Premium
null
17
746
1
2021-03-26 15:21:39.134960
Poor
Yes
Daily
Condo
881
22,484
36
Male
1,338
Divorced
3
PhD
Self-Employed
null
Rural
Basic
0
2
709
5
2020-03-01 15:21:39.190215
Average
Yes
Monthly
House
609
22,485
32
Male
66,770
Single
0
High School
Self-Employed
12.643968
Suburban
Basic
5
6
816
6
2021-12-16 15:21:39.237118
Good
Yes
Monthly
House
24
22,486
34
Male
3,722
Married
3
PhD
Unemployed
8.867453
Urban
Basic
null
10
695
3
2024-08-09 15:21:39.133866
Poor
Yes
Monthly
Condo
2,685
22,487
55
Female
20,385
Married
0
PhD
Self-Employed
7.928335
Rural
Premium
null
6
null
5
2022-02-26 15:21:39.092127
Average
No
Monthly
House
1,056
22,488
49
Female
81,678
Single
4
Bachelor's
null
27.18243
Urban
Premium
0
17
472
7
2023-10-31 15:21:39.197445
Average
No
Daily
House
30
22,489
19
Male
15,776
Single
0
High School
Self-Employed
46.42442
Rural
Comprehensive
null
16
null
1
2022-05-23 15:21:39.230483
Poor
Yes
Weekly
House
1,597
22,490
61
Female
30,663
Single
null
PhD
Unemployed
25.723703
Urban
Comprehensive
null
0
590
1
2024-01-25 15:21:39.134960
Average
No
Daily
House
1,588
22,491
41
Male
27,843
Married
1
Bachelor's
Unemployed
48.243526
Urban
Basic
1
13
null
5
2021-10-02 15:21:39.244069
Good
No
Daily
Condo
853
22,492
55
Male
76,983
Married
0
Master's
Unemployed
24.35989
Suburban
Basic
1
12
370
5
2024-04-15 15:21:39.237118
Average
Yes
Weekly
Apartment
3,417
22,493
57
Male
45,264
Single
1
Master's
Unemployed
16.084275
Urban
Comprehensive
0
15
832
2
2020-09-24 15:21:39.226954
Poor
No
Rarely
Condo
2,898
22,494
34
Female
38,612
Single
2
PhD
Employed
14.311324
Rural
Comprehensive
null
1
553
3
2023-05-29 15:21:39.237118
Average
Yes
Weekly
House
28
22,495
30
Male
43,207
Single
0
High School
Unemployed
24.424816
Urban
Basic
0
10
null
4
2023-08-08 15:21:39.177724
Poor
Yes
Daily
House
473
22,496
62
Female
4,094
Single
4
High School
null
29.496021
Suburban
Premium
0
15
727
7
2023-08-19 15:21:39.134960
Poor
No
Rarely
Condo
2,333
22,497
49
Female
117,342
Single
3
PhD
null
7.890772
Rural
Premium
0
9
null
9
2021-04-22 15:21:39.281787
Good
No
Rarely
Apartment
206
22,498
29
Female
10,963
Divorced
0
Bachelor's
Employed
45.594314
Rural
Comprehensive
0
9
772
2
2021-06-04 15:21:39.237118
null
No
Monthly
Apartment
687
22,499
26
Female
61,359
Divorced
2
Master's
null
41.065121
Rural
Premium
0
4
436
7
2022-07-10 15:21:39.193945
Poor
Yes
Rarely
Condo
537