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
33,400
57
Female
7,051
Married
2
High School
null
14.897904
Urban
Premium
2
11
694
8
2021-03-30 15:21:39.172097
Poor
Yes
Weekly
Apartment
703
33,401
23
Female
30,553
Divorced
3
High School
Unemployed
34.928298
Rural
Basic
null
15
613
7
2023-06-24 15:21:39.155231
Average
Yes
Monthly
House
522
33,402
63
Male
64,363
Single
0
PhD
Self-Employed
26.917349
Urban
Comprehensive
0
15
null
2
2021-10-03 15:21:39.231531
Good
No
Weekly
House
238
33,403
40
Male
9,048
Single
0
PhD
Self-Employed
9.755017
Rural
Comprehensive
1
15
634
4
2022-12-31 15:21:39.149731
Average
No
Daily
Apartment
2,119
33,404
null
Female
117,500
Divorced
0
High School
Self-Employed
22.507553
Rural
Premium
1
13
388
5
2023-04-30 15:21:39.155231
null
Yes
Daily
Apartment
3,475
33,405
41
Male
44,829
Married
3
High School
Employed
32.599957
Urban
Basic
2
4
623
3
2022-04-10 15:21:39.106582
Good
No
Weekly
Apartment
715
33,406
63
Male
31,154
Single
3
Master's
Unemployed
31.9558
Suburban
Comprehensive
null
5
472
3
2024-07-31 15:21:39.189223
Average
Yes
Monthly
House
311
33,407
null
Female
1,496
Single
1
Bachelor's
Self-Employed
33.064952
Suburban
Comprehensive
2
6
null
5
2022-03-28 15:21:39.155231
Average
Yes
Monthly
House
827
33,408
46
Female
null
Divorced
0
High School
Employed
37.255024
Urban
Premium
null
4
393
9
2022-05-18 15:21:39.193945
Poor
No
Rarely
House
1,328
33,409
46
Female
29,897
Married
2
High School
Unemployed
32.437671
Urban
Comprehensive
null
7
null
8
2021-01-30 15:21:39.261856
Poor
No
Monthly
Condo
1,824
33,410
63
Female
14,078
Single
0
Bachelor's
null
34.782925
Urban
Comprehensive
0
9
683
9
2019-12-08 15:21:39.116179
Poor
Yes
Daily
Condo
2,412
33,411
53
Male
10,961
Married
4
Master's
Self-Employed
21.948385
Suburban
Basic
null
17
496
8
2023-01-28 15:21:39.222387
Average
No
Weekly
Apartment
997
33,412
35
Male
56,916
Single
1
Bachelor's
Employed
15.051668
Rural
Premium
1
5
null
2
2021-11-21 15:21:39.251142
Average
No
Daily
House
3,861
33,413
20
Male
32,483
Divorced
2
Master's
Self-Employed
34.012817
Rural
Basic
2
16
667
4
2022-03-09 15:21:39.213373
Average
Yes
Monthly
Condo
1,800
33,414
56
Male
42,203
Married
3
Master's
Unemployed
24.929422
Urban
Basic
1
0
582
2
2019-09-09 15:21:39.269494
Good
Yes
Rarely
House
143
33,415
63
Male
4,023
Divorced
3
Master's
Employed
20.174899
Urban
Premium
null
17
431
5
2021-07-07 15:21:39.092127
Poor
Yes
Rarely
House
3,136
33,416
34
Male
23,430
Married
4
High School
null
21.998832
Suburban
Comprehensive
1
11
527
6
2020-05-04 15:21:39.177724
Average
No
Daily
Apartment
1,881
33,417
56
Female
29,093
Single
0
Bachelor's
Self-Employed
20.080127
Urban
Basic
2
9
432
7
2023-01-18 15:21:39.155231
Average
No
Daily
House
830
33,418
29
Male
74
Single
2
Master's
Self-Employed
18.937479
Urban
Premium
1
18
444
7
2021-04-28 15:21:39.082499
Good
No
Rarely
House
1,780
33,419
48
Female
23,192
Divorced
0
Bachelor's
Self-Employed
37.959176
Rural
Comprehensive
1
15
690
2
2021-06-18 15:21:39.171102
Good
No
Rarely
Apartment
710
33,420
31
Male
34,456
Single
4
Bachelor's
Unemployed
33.893544
Rural
Basic
1
8
567
9
2022-03-21 15:21:39.134960
Average
No
Monthly
Condo
567
33,421
31
Male
1,853
Divorced
1
Master's
Unemployed
null
Rural
Premium
1
8
589
4
2021-11-05 15:21:39.155231
Average
Yes
Weekly
Apartment
1,025
33,422
21
Male
90,699
Married
4
Bachelor's
Self-Employed
45.878146
Urban
Comprehensive
2
14
526
1
2019-10-13 15:21:39.118178
Good
No
Rarely
Apartment
101
33,423
63
Female
30,347
Divorced
1
High School
Self-Employed
21.057439
Rural
Premium
1
0
349
4
2022-02-10 15:21:39.081504
Average
Yes
Monthly
Apartment
907
33,424
26
Male
30,429
Married
4
Master's
Unemployed
32.780523
Suburban
Basic
null
19
732
1
2020-08-26 15:21:39.209847
Average
No
Rarely
Condo
627
33,425
24
Male
34,825
Married
1
PhD
Self-Employed
29.010912
Rural
Comprehensive
1
7
639
7
2023-10-16 15:21:39.185215
null
Yes
Daily
Condo
1,251
33,426
21
Female
null
Single
0
High School
Unemployed
9.618513
Urban
Premium
3
10
364
3
2019-09-12 15:21:39.218388
Poor
No
Monthly
House
1,822
33,427
32
Female
8,487
Divorced
1
Bachelor's
Self-Employed
20.94776
Rural
Basic
null
8
386
3
2020-12-28 15:21:39.094752
Good
Yes
Rarely
Apartment
527
33,428
41
Male
34,294
Single
1
PhD
Unemployed
36.022898
Urban
Comprehensive
1
3
434
9
2022-10-20 15:21:39.237118
Good
No
Rarely
Apartment
1,879
33,429
23
Male
50,983
Single
1
PhD
Self-Employed
25.042191
Rural
Basic
2
19
731
9
2023-09-19 15:21:39.094752
Poor
No
Monthly
Apartment
333
33,430
38
Male
14,084
Divorced
2
PhD
null
34.927899
Suburban
Basic
1
5
804
3
2023-04-02 15:21:39.155231
Average
No
Weekly
House
2,102
33,431
31
Female
6,975
Single
null
Master's
Self-Employed
25.096906
Rural
Comprehensive
0
6
709
4
2023-12-16 15:21:39.155231
null
Yes
Weekly
Condo
1,106
33,432
53
Male
100,928
Single
0
PhD
null
29.326744
Suburban
Premium
null
10
336
5
2024-01-23 15:21:39.192212
Good
No
Daily
Apartment
1,113
33,433
25
Male
16,515
Divorced
3
Master's
Unemployed
10.817704
Rural
Comprehensive
null
18
514
2
2024-01-16 15:21:39.278402
Good
No
Weekly
Condo
714
33,434
62
Male
18,280
Divorced
3
PhD
null
19.076129
Urban
Basic
1
12
776
8
2020-10-05 15:21:39.253660
Average
Yes
Rarely
House
1,176
33,435
46
Female
36,688
Married
2
PhD
null
21.534221
Suburban
Premium
null
12
483
8
2024-08-07 15:21:39.254678
Good
Yes
Monthly
Condo
591
33,436
63
Male
126,634
Divorced
null
High School
null
12.103578
Suburban
Comprehensive
2
6
449
4
2020-05-12 15:21:39.237118
Average
No
Daily
Apartment
661
33,437
52
Male
33,451
Single
4
PhD
Self-Employed
20.939363
Urban
Comprehensive
null
6
null
6
2021-07-22 15:21:39.273973
Good
No
Weekly
Apartment
602
33,438
33
Male
23,597
Married
3
PhD
Self-Employed
40.723224
Suburban
Comprehensive
0
3
433
1
2023-01-05 15:21:39.114118
Average
No
Weekly
Condo
707
33,439
55
Male
42,543
Married
3
Bachelor's
Employed
39.717465
Rural
Basic
0
13
327
6
2021-05-28 15:21:39.098696
Poor
No
Monthly
Apartment
1,159
33,440
54
Male
43,876
Married
0
Bachelor's
null
16.083673
Rural
Basic
null
14
703
2
2022-01-04 15:21:39.082499
Poor
Yes
Monthly
House
805
33,441
33
Female
5,981
Single
3
Bachelor's
null
52.452858
Suburban
Basic
1
15
447
9
2023-08-09 15:21:39.109552
Poor
Yes
Daily
House
798
33,442
48
Female
38,846
Married
3
Master's
null
32.139907
Urban
Comprehensive
0
16
389
1
2020-09-26 15:21:39.288099
Poor
No
Rarely
Apartment
1,531
33,443
53
Male
29,566
Divorced
0
Bachelor's
null
4.958189
Suburban
Basic
null
15
647
7
2022-11-07 15:21:39.144722
Poor
No
Rarely
Condo
4,161
33,444
28
Male
2,480
Married
2
Bachelor's
Self-Employed
10.64186
Suburban
Basic
null
17
478
6
2022-10-13 15:21:39.251142
Good
Yes
Daily
Apartment
679
33,445
44
Male
33,177
Divorced
4
Master's
Self-Employed
34.483039
Suburban
Basic
1
4
693
3
2020-04-06 15:21:39.116179
Poor
Yes
Weekly
House
940
33,446
30
Male
null
Married
1
Bachelor's
Employed
36.634207
Rural
Basic
2
5
null
7
2021-02-03 15:21:39.130190
Good
Yes
Daily
House
38
33,447
58
Male
463
Married
2
Bachelor's
null
22.603066
Rural
Premium
0
0
366
8
2022-12-12 15:21:39.190215
Poor
No
Monthly
Apartment
1,741
33,448
60
Female
18,387
Single
1
PhD
Unemployed
18.868779
Urban
Comprehensive
1
10
null
2
2023-10-09 15:21:39.155231
Good
No
Rarely
Condo
196
33,449
34
Female
88,872
Divorced
1
High School
Self-Employed
10.672366
Urban
Comprehensive
null
7
599
5
2024-06-02 15:21:39.145732
Average
Yes
Daily
House
114
33,450
52
Male
50,309
Married
2
PhD
Unemployed
34.145969
Urban
Basic
4
2
442
1
2023-06-11 15:21:39.094752
Average
No
Monthly
Apartment
2,446
33,451
64
Male
70,863
Single
2
PhD
null
27.592026
Suburban
Comprehensive
0
6
466
1
2022-03-15 15:21:39.209847
Poor
Yes
Monthly
Condo
130
33,452
28
Female
121,639
Divorced
0
Master's
Employed
12.639285
Rural
Basic
null
15
464
3
2021-03-18 15:21:39.222387
Good
Yes
Monthly
Apartment
25
33,453
63
Female
3,973
Single
0
Master's
Self-Employed
16.979173
Suburban
Comprehensive
4
16
833
1
2022-03-02 15:21:39.086123
null
No
Rarely
House
615
33,454
21
Female
6,764
Single
3
Master's
Unemployed
37.632123
Rural
Basic
0
3
677
5
2024-04-14 15:21:39.278402
null
No
Daily
House
679
33,455
42
Female
20,657
Divorced
3
PhD
null
5.419432
Urban
Premium
0
13
584
5
2022-11-19 15:21:39.155231
Good
No
Weekly
Condo
959
33,456
53
Male
48,739
Divorced
null
PhD
Unemployed
51.16778
Suburban
Basic
1
0
596
2
2024-02-08 15:21:39.085129
Average
No
Monthly
House
990
33,457
28
Male
43,920
Divorced
1
Bachelor's
Employed
39.29954
Urban
Basic
0
6
723
9
2021-07-19 15:21:39.219432
Good
No
Daily
Condo
833
33,458
25
Male
17,001
Divorced
0
PhD
Self-Employed
null
Rural
Premium
0
12
null
6
2020-11-06 15:21:39.107553
Average
Yes
Rarely
House
837
33,459
50
Female
45,646
Married
1
Bachelor's
Unemployed
22.450162
Urban
Premium
0
4
593
4
2021-07-06 15:21:39.134960
Average
Yes
Monthly
House
1,086
33,460
40
Male
6,940
Divorced
1
High School
Unemployed
5.643424
Rural
Comprehensive
1
19
644
8
2021-11-27 15:21:39.126661
Good
Yes
Weekly
Apartment
439
33,461
42
Male
823
Single
4
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
5
762
8
2021-05-30 15:21:39.237118
Good
Yes
Weekly
Apartment
857
33,462
61
Male
56,511
Single
2
Bachelor's
Unemployed
null
Rural
Premium
0
4
352
4
2023-05-24 15:21:39.155231
Good
Yes
Rarely
Condo
1,119
33,463
25
Female
764
Single
3
Master's
Unemployed
34.879143
Rural
Basic
2
18
746
8
2023-09-27 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,665
33,464
18
Female
5,881
Divorced
2
PhD
Self-Employed
14.843642
Rural
Premium
null
11
588
7
2020-07-22 15:21:39.126661
Poor
No
Weekly
Apartment
1,232
33,465
43
Female
3,851
Divorced
2
Bachelor's
Unemployed
14.087357
Urban
Premium
2
10
739
1
2020-05-25 15:21:39.246098
Poor
Yes
Weekly
House
3,378
33,466
64
Female
30,287
Single
3
Master's
Self-Employed
5.07761
Urban
Comprehensive
1
7
499
1
2024-04-03 15:21:39.276388
Good
No
Daily
House
1,704
33,467
37
Female
988
Single
4
Bachelor's
null
6.038381
Suburban
Comprehensive
0
18
549
1
2021-01-19 15:21:39.126661
null
Yes
Monthly
Condo
2,271
33,468
42
Male
18,227
Single
4
High School
null
42.929795
Urban
Basic
null
12
531
5
2024-01-26 15:21:39.093681
Average
Yes
Monthly
Condo
1,569
33,469
52
Male
522
Single
0
High School
Self-Employed
15.938651
Suburban
Premium
2
19
361
5
2021-03-30 15:21:39.237118
Average
Yes
Monthly
Condo
1,020
33,470
24
Female
6,097
Divorced
2
Master's
null
21.964669
Suburban
Premium
1
0
713
9
2023-04-10 15:21:39.082499
Average
No
Rarely
Condo
585
33,471
53
Female
3,417
Single
2
Bachelor's
Unemployed
40.351329
Suburban
Basic
1
15
null
2
2023-08-29 15:21:39.237118
null
Yes
Rarely
Condo
964
33,472
31
Male
22,571
Divorced
2
Master's
null
21.245584
Suburban
Comprehensive
0
9
731
3
2019-09-10 15:21:39.178717
Good
Yes
Monthly
Apartment
25
33,473
30
Female
589
Divorced
4
PhD
null
22.826581
Suburban
Basic
null
5
537
6
2021-06-14 15:21:39.126661
Poor
Yes
Daily
House
382
33,474
45
Male
5,070
Divorced
1
PhD
Self-Employed
13.683623
Suburban
Premium
null
8
null
9
2021-09-05 15:21:39.108562
Poor
No
Rarely
House
473
33,475
19
Male
52,358
Divorced
0
Bachelor's
null
42.828449
Suburban
Premium
0
16
812
4
2024-03-01 15:21:39.237118
Average
Yes
Rarely
House
336
33,476
44
Male
8,881
Divorced
4
Bachelor's
Employed
8.272267
Suburban
Premium
null
8
null
5
2023-11-05 15:21:39.105504
Good
Yes
Weekly
Condo
3,120
33,477
44
Male
20,571
Married
0
PhD
Employed
35.097197
Suburban
Basic
0
8
572
8
2023-01-18 15:21:39.289099
Average
No
Rarely
Condo
2,960
33,478
38
Male
31,459
Married
2
PhD
Self-Employed
27.162951
Suburban
Premium
1
14
377
9
2022-07-05 15:21:39.152732
Poor
No
Monthly
House
2,429
33,479
36
Female
629
Married
0
Master's
null
45.716758
Urban
Comprehensive
3
15
507
1
2022-05-03 15:21:39.190215
Poor
No
Weekly
Condo
93
33,480
49
Male
12,333
Divorced
2
Master's
null
30.597986
Suburban
Comprehensive
1
5
632
2
2022-12-24 15:21:39.172097
Poor
Yes
Weekly
Condo
2,122
33,481
34
Female
1,366
Divorced
0
High School
null
11.329602
Urban
Basic
2
5
null
6
2021-01-01 15:21:39.237118
Poor
No
Daily
House
2,040
33,482
31
Female
880
Single
0
Bachelor's
Unemployed
null
Urban
Basic
1
6
626
8
2024-01-23 15:21:39.096739
Poor
Yes
Rarely
Apartment
739
33,483
35
Male
835
Married
1
High School
null
48.264422
Urban
Premium
0
13
411
9
2023-01-22 15:21:39.134960
Average
No
Daily
House
673
33,484
35
Female
55,875
Single
2
High School
Employed
50.843602
Urban
Premium
2
8
null
6
2024-06-21 15:21:39.167099
Average
Yes
Weekly
Condo
1,244
33,485
61
Male
8,417
Single
3
High School
Unemployed
26.086216
Suburban
Basic
1
9
653
5
2024-02-29 15:21:39.247098
Average
Yes
Rarely
House
3,138
33,486
47
Male
12,094
Married
0
Master's
Unemployed
12.865966
Suburban
Basic
null
8
745
5
2022-11-08 15:21:39.134960
Good
Yes
Rarely
Condo
592
33,487
21
Male
35,706
Divorced
0
Bachelor's
Employed
12.051271
Suburban
Comprehensive
1
9
null
3
2023-04-13 15:21:39.237118
null
No
Rarely
House
491
33,488
40
Female
2,970
Married
1
High School
Self-Employed
47.780812
Suburban
Premium
0
1
333
4
2023-06-20 15:21:39.283783
null
No
Monthly
Apartment
1,614
33,489
39
Male
72,406
Single
null
Bachelor's
Self-Employed
20.912354
Urban
Premium
1
9
404
6
2023-01-31 15:21:39.278402
Poor
Yes
Monthly
House
614
33,490
44
Female
116,330
Married
0
PhD
null
28.099936
Urban
Premium
3
19
779
8
2020-05-20 15:21:39.155231
Poor
No
Daily
Condo
23
33,491
40
Female
20,292
Married
1
PhD
Self-Employed
25.583052
Suburban
Premium
1
3
731
2
2024-05-13 15:21:39.126661
Average
Yes
Weekly
Apartment
282
33,492
22
Male
14,084
Divorced
2
High School
Employed
null
Rural
Basic
null
11
699
4
2023-01-01 15:21:39.279729
Average
No
Daily
House
603
33,493
34
Female
17,991
null
3
PhD
Self-Employed
51.957351
Urban
Premium
1
12
791
5
2024-01-01 15:21:39.209847
Average
Yes
Rarely
Apartment
1,043
33,494
32
Female
1,139
Single
0
PhD
Self-Employed
32.846207
Rural
Comprehensive
2
18
693
4
2023-09-10 15:21:39.226954
Poor
No
Rarely
Condo
875
33,495
22
Male
11,143
Divorced
3
High School
null
26.396219
Rural
Premium
null
5
789
3
2021-02-27 15:21:39.102694
null
No
Monthly
Condo
871
33,496
61
Female
71,283
Divorced
3
Master's
null
48.665422
Rural
Premium
null
4
322
8
2020-05-23 15:21:39.134960
Average
No
Monthly
House
904
33,497
47
Female
20,796
Married
1
High School
null
19.739832
Urban
Premium
0
6
620
4
2021-05-26 15:21:39.155231
Good
Yes
Weekly
House
923
33,498
30
Female
16,042
Single
3
Bachelor's
Self-Employed
19.092529
Urban
Basic
0
0
807
6
2023-07-18 15:21:39.085129
Good
Yes
Monthly
House
1,284
33,499
56
Female
11,573
Single
2
Master's
Unemployed
32.01951
Urban
Basic
1
11
528
9
2020-11-10 15:21:39.192212
Poor
Yes
Weekly
Apartment
1,747