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
1,165,400
34
Female
16,078
Divorced
0
High School
null
51.017086
Urban
Premium
null
13
673
7
2023-12-18 15:21:39.250151
Average
No
Monthly
Condo
975
1,165,401
55
Male
44,841
Single
3
Master's
null
39.818681
Urban
Comprehensive
null
18
615
8
2020-04-14 15:21:39.200452
Good
No
Monthly
House
772
1,165,402
57
Male
17,082
Single
1
Master's
null
10.636939
Rural
Comprehensive
5
7
410
6
2022-03-31 15:21:39.193945
Average
Yes
Monthly
Apartment
1,733
1,165,403
28
Male
3,924
Single
null
Master's
Self-Employed
null
Rural
Comprehensive
null
16
null
8
2023-04-25 15:21:39.172097
Poor
Yes
Rarely
Apartment
2,836
1,165,404
51
Female
76,472
Divorced
2
Master's
Unemployed
29.750071
Suburban
Comprehensive
null
1
468
6
2022-01-25 15:21:39.194829
Average
No
Daily
House
2,918
1,165,405
57
Male
51,172
Single
null
Master's
Self-Employed
22.964279
Urban
Comprehensive
0
7
328
8
2020-08-12 15:21:39.134960
Average
No
Weekly
Apartment
29
1,165,406
43
Male
34,369
Divorced
1
Master's
null
34.068993
Rural
Basic
0
3
646
3
2023-08-22 15:21:39.265513
Good
No
Rarely
Condo
793
1,165,407
34
Female
5,504
Divorced
2
PhD
null
12.805917
Rural
Basic
1
12
810
4
2022-04-15 15:21:39.150730
Average
Yes
Weekly
Condo
617
1,165,408
63
Female
116,437
Divorced
2
Master's
Employed
9.817654
Suburban
Comprehensive
4
6
535
8
2022-05-01 15:21:39.119168
Poor
Yes
Daily
Condo
288
1,165,409
62
Male
6,935
Married
0
Bachelor's
Employed
16.716154
Rural
Comprehensive
null
6
567
3
2021-04-18 15:21:39.182597
Poor
Yes
Daily
Apartment
757
1,165,410
51
Female
18,171
Divorced
1
High School
null
19.918362
Suburban
Basic
null
13
477
2
2020-11-09 15:21:39.143613
Poor
Yes
Rarely
Condo
818
1,165,411
42
Female
6,935
Married
4
Bachelor's
Unemployed
25.829783
Rural
Comprehensive
null
18
553
1
2020-09-05 15:21:39.186212
Poor
No
Rarely
Condo
1,452
1,165,412
33
Male
47,464
null
2
PhD
null
27.371493
Suburban
Premium
0
2
751
3
2023-07-25 15:21:39.086123
Average
Yes
Daily
Apartment
1,966
1,165,413
22
Female
18,644
null
null
PhD
Self-Employed
37.793673
Urban
Premium
2
5
563
1
2021-06-12 15:21:39.095696
Good
No
Monthly
Condo
312
1,165,414
44
Female
5,942
Divorced
1
High School
Unemployed
27.142812
Rural
Comprehensive
2
12
409
8
2023-07-31 15:21:39.122134
null
No
Rarely
Apartment
724
1,165,415
62
Female
5,737
Divorced
1
Bachelor's
Self-Employed
36.652813
Urban
Premium
1
1
486
2
2022-09-16 15:21:39.206847
Good
No
Daily
House
1,405
1,165,416
null
Male
3,620
Divorced
2
PhD
Unemployed
49.85714
Suburban
Premium
1
8
498
4
2019-12-19 15:21:39.164044
Good
No
Daily
House
2,140
1,165,417
30
Male
28,650
Married
1
High School
Self-Employed
44.869607
Rural
Premium
null
15
828
2
2020-07-10 15:21:39.181605
Poor
Yes
Rarely
Condo
745
1,165,418
44
Male
25,011
Married
0
Bachelor's
null
30.257559
Urban
Basic
null
11
468
1
2022-08-22 15:21:39.199447
Good
Yes
Rarely
Condo
1,260
1,165,419
32
Male
1,196
Married
2
PhD
Self-Employed
5.824128
Suburban
Premium
0
3
665
5
2022-11-11 15:21:39.134960
null
Yes
Daily
House
693
1,165,420
22
Male
39,275
Single
3
Master's
Employed
22.829783
Rural
Premium
null
12
522
1
2023-03-16 15:21:39.134960
Poor
No
Monthly
Apartment
518
1,165,421
47
Female
624
Married
0
Bachelor's
null
3.573955
Suburban
Premium
null
15
null
7
2021-08-02 15:21:39.274993
Good
Yes
Weekly
House
3,542
1,165,422
59
Female
18,082
Single
1
Bachelor's
Self-Employed
29.846395
Suburban
Basic
null
10
554
7
2020-08-04 15:21:39.132191
Average
No
Weekly
House
1,784
1,165,423
22
Female
18,368
Married
3
High School
Employed
50.058345
Rural
Basic
1
14
626
8
2024-01-29 15:21:39.192212
Good
No
Daily
House
2,579
1,165,424
48
Male
36,279
Divorced
3
PhD
Unemployed
21.592965
Rural
Premium
null
9
543
2
2021-05-28 15:21:39.282785
Poor
Yes
Daily
Apartment
1,829
1,165,425
60
Female
4,877
Divorced
3
PhD
null
7.858123
Urban
Comprehensive
2
15
705
7
2024-01-04 15:21:39.236064
Average
Yes
Monthly
House
3,361
1,165,426
59
Female
3,710
Divorced
1
PhD
Unemployed
null
Suburban
Premium
null
7
779
5
2024-02-11 15:21:39.134960
Average
Yes
Monthly
House
868
1,165,427
53
Female
5,937
Married
1
Bachelor's
null
23.773679
Suburban
Basic
2
3
821
1
2021-06-14 15:21:39.145732
Good
No
Daily
House
819
1,165,428
29
Female
25,563
Divorced
0
PhD
null
5.672689
Rural
Premium
2
12
null
7
2020-04-21 15:21:39.194829
Good
Yes
Rarely
Condo
1,042
1,165,429
18
Male
13,862
Divorced
null
PhD
Unemployed
49.69304
Urban
Basic
0
10
728
1
2023-11-21 15:21:39.113566
Poor
No
Monthly
House
514
1,165,430
19
Female
46,500
Single
4
PhD
Self-Employed
6.726449
Rural
Premium
null
6
807
4
2024-08-07 15:21:39.082499
null
Yes
Daily
House
426
1,165,431
54
Male
67,413
Married
4
Bachelor's
Self-Employed
10.008884
Urban
Premium
null
13
317
3
2022-12-08 15:21:39.194829
Poor
Yes
Rarely
Apartment
549
1,165,432
44
Female
131,730
Divorced
4
Master's
null
12.145792
Urban
Premium
2
5
456
8
2022-03-12 15:21:39.236064
Average
Yes
Rarely
Condo
283
1,165,433
47
Female
1,322
Single
2
High School
Employed
13.724661
Suburban
Premium
2
5
757
5
2022-07-17 15:21:39.125660
Average
No
Daily
Apartment
1,224
1,165,434
33
Male
10,044
Single
3
Bachelor's
Self-Employed
40.554839
Urban
Basic
1
13
437
9
2022-01-19 15:21:39.188220
Good
No
Rarely
Condo
1,038
1,165,435
39
Male
3,973
Divorced
3
High School
Employed
38.309515
Suburban
Basic
2
8
772
4
2024-07-30 15:21:39.149731
Good
No
Weekly
Condo
1,714
1,165,436
44
Female
14,097
Divorced
4
Master's
Self-Employed
18.894544
Rural
Basic
1
14
511
8
2023-10-18 15:21:39.134960
Poor
Yes
Weekly
Condo
1,284
1,165,437
35
Male
129,630
Divorced
2
Master's
Unemployed
4.676702
Rural
Basic
2
6
695
5
2021-06-19 15:21:39.250151
Poor
Yes
Rarely
Condo
2,349
1,165,438
58
Female
37,692
Married
4
High School
null
38.772029
Urban
Premium
0
15
null
2
2021-03-23 15:21:39.167099
null
No
Monthly
Condo
612
1,165,439
35
Male
null
Married
2
Master's
null
19.536948
Urban
Premium
1
14
449
8
2024-02-14 15:21:39.285112
Good
No
Daily
House
205
1,165,440
40
Male
1,208
Single
0
PhD
null
null
Rural
Premium
1
18
638
7
2020-01-04 15:21:39.092127
Good
No
Weekly
Apartment
476
1,165,441
40
Male
27,358
Married
0
Master's
Self-Employed
34.45208
Suburban
Basic
0
5
672
8
2021-09-23 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,206
1,165,442
null
Male
958
Single
0
PhD
null
null
Urban
Premium
0
12
782
5
2023-01-10 15:21:39.155231
Average
No
Monthly
Apartment
1,544
1,165,443
35
Male
14,800
Married
1
Master's
null
35.927986
Rural
Basic
0
14
639
5
2022-07-07 15:21:39.207847
Average
No
Rarely
Apartment
334
1,165,444
22
Female
61,261
Married
2
High School
Unemployed
19.05575
Rural
Comprehensive
2
7
373
7
2024-02-02 15:21:39.190215
Good
No
Daily
Apartment
534
1,165,445
60
Male
69,179
Divorced
4
Bachelor's
Unemployed
38.717459
Suburban
Premium
null
3
343
1
2021-07-22 15:21:39.086123
Poor
Yes
Daily
Apartment
705
1,165,446
56
Male
3,967
Married
0
Bachelor's
Employed
24.979368
Rural
Comprehensive
0
13
578
1
2019-11-18 15:21:39.237118
Good
No
Monthly
Condo
1,282
1,165,447
33
Female
17,749
Single
3
PhD
null
43.081068
Rural
Premium
0
12
790
9
2022-03-09 15:21:39.235012
Poor
Yes
Daily
House
809
1,165,448
28
Female
30,981
Divorced
4
PhD
Self-Employed
34.908889
Urban
Comprehensive
null
14
315
3
2020-10-01 15:21:39.092127
null
Yes
Weekly
Condo
1,618
1,165,449
62
Male
63,359
Married
1
High School
Unemployed
null
Urban
Comprehensive
null
13
414
8
2022-01-20 15:21:39.112553
Poor
Yes
Daily
Apartment
681
1,165,450
21
Female
null
Married
3
Bachelor's
Employed
26.327637
Suburban
Comprehensive
2
12
317
5
2020-09-18 15:21:39.197445
Poor
No
Monthly
Apartment
207
1,165,451
30
Female
2,077
Married
3
Master's
Unemployed
18.078266
Rural
Premium
3
5
547
7
2021-01-16 15:21:39.245086
Good
Yes
Weekly
Apartment
916
1,165,452
27
Female
17,784
Married
2
Bachelor's
null
33.144848
Suburban
Comprehensive
null
14
454
4
2023-03-24 15:21:39.202448
Average
Yes
Monthly
House
1,219
1,165,453
64
Female
30,562
Married
2
Master's
null
12.948493
Urban
Basic
1
11
710
6
2023-07-25 15:21:39.200452
Poor
Yes
Monthly
Condo
1,134
1,165,454
54
Female
35,801
Divorced
null
Bachelor's
Unemployed
30.717941
Suburban
Comprehensive
null
14
725
6
2020-10-18 15:21:39.222387
Good
Yes
Daily
Condo
1,430
1,165,455
59
Female
37,288
Married
0
PhD
Unemployed
22.888095
Suburban
Basic
1
9
586
1
2022-09-13 15:21:39.264504
Poor
Yes
Daily
Apartment
320
1,165,456
64
Male
24,348
Single
null
Bachelor's
null
44.60376
Suburban
Comprehensive
2
1
822
6
2021-04-13 15:21:39.204201
Good
Yes
Daily
Condo
860
1,165,457
38
Female
16,051
Divorced
4
Bachelor's
Self-Employed
8.258527
Rural
Basic
2
6
683
7
2019-10-08 15:21:39.182597
Good
No
Monthly
House
472
1,165,458
32
Female
24,983
Divorced
3
High School
null
18.058341
Urban
Premium
null
3
739
7
2023-04-15 15:21:39.287115
Poor
Yes
Monthly
Apartment
1,107
1,165,459
58
Female
15,284
Single
4
High School
null
11.569205
Urban
Comprehensive
2
12
746
5
2021-08-06 15:21:39.276901
Average
Yes
Monthly
House
752
1,165,460
58
Male
2,482
Married
0
Bachelor's
Self-Employed
33.898343
Urban
Basic
null
12
592
3
2023-07-23 15:21:39.215386
Poor
No
Monthly
Apartment
25
1,165,461
28
Male
1,545
Divorced
1
Master's
Self-Employed
18.72614
Suburban
Basic
null
1
689
8
2021-05-23 15:21:39.282785
Good
No
Daily
House
112
1,165,462
61
Female
47,650
Divorced
3
Bachelor's
null
12.803282
Urban
Premium
null
12
303
3
2021-09-26 15:21:39.257696
Poor
Yes
Daily
House
1,484
1,165,463
53
Male
10,024
Married
0
Bachelor's
Employed
11.735471
Urban
Comprehensive
null
1
787
1
2020-08-11 15:21:39.222387
Good
No
Daily
Condo
441
1,165,464
54
Female
16,358
Married
1
Master's
Employed
4.936122
Suburban
Basic
null
16
580
9
2023-01-27 15:21:39.104139
Average
Yes
Monthly
Condo
1,076
1,165,465
52
Female
5,534
Married
1
PhD
Employed
4.242641
Urban
Premium
null
17
517
4
2024-01-03 15:21:39.179186
Poor
No
Monthly
Apartment
1,805
1,165,466
46
Male
2,121
Single
2
Master's
Unemployed
16.706872
Suburban
Comprehensive
null
2
null
4
2023-06-16 15:21:39.154008
Average
Yes
Monthly
House
3,054
1,165,467
38
Female
95,898
Married
null
Master's
Self-Employed
22.876288
Suburban
Premium
null
16
496
7
2023-11-14 15:21:39.191219
Good
Yes
Daily
Condo
29
1,165,468
21
Male
20,720
Divorced
2
PhD
Self-Employed
5.567957
Rural
Premium
1
3
832
3
2023-06-23 15:21:39.194829
Average
Yes
Monthly
Apartment
476
1,165,469
18
Male
21,779
Divorced
3
PhD
null
10.933761
Urban
Basic
0
7
800
8
2021-04-02 15:21:39.155231
Average
No
Monthly
Apartment
1,018
1,165,470
55
Male
7,074
Divorced
3
Bachelor's
null
22.174871
Rural
Comprehensive
0
4
678
9
2020-09-28 15:21:39.249100
Poor
No
Monthly
Condo
926
1,165,471
54
Male
1,223
Single
0
Bachelor's
null
27.72429
Rural
Basic
null
5
725
5
2020-08-14 15:21:39.254678
Good
Yes
Daily
Condo
2,226
1,165,472
22
Male
17,453
Divorced
2
PhD
null
48.556302
Rural
Premium
0
13
353
1
2020-02-27 15:21:39.176717
Poor
Yes
Weekly
Apartment
766
1,165,473
20
Female
14,982
Divorced
3
Bachelor's
Employed
26.926311
Urban
Premium
2
5
535
1
2022-01-28 15:21:39.085129
null
Yes
Monthly
Condo
913
1,165,474
18
Male
3,062
Single
3
PhD
Self-Employed
17.1416
Suburban
Premium
null
4
397
1
2024-04-02 15:21:39.233485
Good
Yes
Monthly
House
3,365
1,165,475
25
Male
46,018
Divorced
null
High School
Employed
13.142704
Rural
Basic
0
19
null
1
2020-07-09 15:21:39.094752
Poor
No
Weekly
House
581
1,165,476
44
Female
23,584
Single
2
Master's
Employed
51.729499
Urban
Comprehensive
null
19
755
8
2020-12-09 15:21:39.189223
Poor
No
Monthly
House
48
1,165,477
61
Male
13,669
Married
2
Master's
Employed
4.869131
Urban
Premium
0
14
684
9
2020-05-22 15:21:39.132191
Average
Yes
Daily
House
538
1,165,478
48
Female
3,520
Married
1
PhD
null
37.0814
Urban
Comprehensive
2
7
667
7
2020-06-11 15:21:39.134960
Poor
Yes
Monthly
Condo
714
1,165,479
44
Male
20,676
Married
3
Master's
null
31.58847
Urban
Premium
null
17
676
3
2023-08-13 15:21:39.168099
Poor
Yes
Monthly
House
925
1,165,480
48
Female
15,774
Married
3
PhD
null
14.17283
Urban
Premium
null
18
null
3
2020-07-31 15:21:39.107553
Good
No
Rarely
Apartment
473
1,165,481
48
Male
103,883
Divorced
2
PhD
Employed
20.167467
Urban
Comprehensive
null
2
433
2
2022-10-15 15:21:39.174719
Good
Yes
Daily
Apartment
1,696
1,165,482
34
Female
32,920
Single
1
Bachelor's
Employed
26.878464
Urban
Premium
null
17
667
9
2022-12-27 15:21:39.201446
Average
No
Monthly
House
928
1,165,483
64
Male
25,246
Divorced
1
Master's
Employed
10.126711
Urban
Basic
0
1
555
6
2021-05-29 15:21:39.085129
Poor
Yes
Weekly
House
1,611
1,165,484
62
Female
5,654
Single
null
PhD
Unemployed
16.818158
Rural
Premium
null
8
346
4
2021-05-08 15:21:39.126661
Poor
Yes
Rarely
House
1,112
1,165,485
52
Female
23,100
Divorced
1
High School
Employed
8.053621
Urban
Basic
null
17
null
2
2023-11-21 15:21:39.134960
Average
Yes
Rarely
House
1,481
1,165,486
46
Female
17,484
Divorced
1
Bachelor's
Self-Employed
24.089826
Suburban
Premium
null
12
764
4
2022-03-23 15:21:39.081504
Good
Yes
Daily
Condo
1,836
1,165,487
46
Female
71,673
Single
1
High School
null
19.707588
Urban
Premium
1
17
678
5
2020-06-28 15:21:39.093681
Average
Yes
Monthly
Condo
130
1,165,488
33
Male
61,733
null
0
Bachelor's
null
24.769692
Rural
Basic
null
14
690
1
2023-12-21 15:21:39.095696
Average
No
Daily
House
27
1,165,489
38
Male
28,682
Married
0
PhD
Unemployed
23.90318
Rural
Comprehensive
null
18
735
3
2023-05-30 15:21:39.237118
Poor
No
Daily
House
2,796
1,165,490
35
Female
12,615
Divorced
2
Master's
Unemployed
45.226854
Suburban
Basic
2
7
631
9
2024-06-25 15:21:39.134960
Good
No
Weekly
House
481
1,165,491
37
Female
736
Single
4
High School
Unemployed
28.039387
Rural
Basic
2
15
569
5
2024-02-07 15:21:39.106582
Good
Yes
Monthly
Apartment
2,341
1,165,492
48
Male
3,868
Divorced
1
Bachelor's
Self-Employed
14.791414
Suburban
Basic
2
19
649
9
2020-05-27 15:21:39.264504
Poor
Yes
Monthly
Apartment
728
1,165,493
56
Male
31,003
Divorced
2
High School
Unemployed
16.009514
Urban
Premium
null
0
685
9
2023-03-13 15:21:39.207847
Poor
Yes
Rarely
Apartment
1,556
1,165,494
null
Female
108,639
Married
2
Bachelor's
Employed
21.936873
Rural
Basic
3
0
382
9
2023-01-28 15:21:39.133866
Average
Yes
Daily
Condo
1,128
1,165,495
54
Female
5,860
Married
4
Master's
null
null
Rural
Comprehensive
1
6
513
2
2024-02-23 15:21:39.134960
Average
No
Rarely
Apartment
1,346
1,165,496
50
Female
46,693
Single
1
Master's
Employed
37.319835
Rural
Premium
null
12
353
2
2020-09-04 15:21:39.256696
Poor
No
Monthly
Apartment
2,973
1,165,497
25
Female
75,672
Divorced
4
Bachelor's
Self-Employed
25.771447
Rural
Basic
null
17
304
6
2020-04-18 15:21:39.155231
Poor
No
Rarely
Apartment
47
1,165,498
48
Female
2,983
Married
4
Bachelor's
Unemployed
27.838954
Urban
Comprehensive
2
19
539
1
2024-04-29 15:21:39.194829
Average
No
Daily
House
2,539
1,165,499
34
Male
11,575
Married
2
High School
Self-Employed
3.342144
Rural
Comprehensive
1
17
697
1
2021-08-03 15:21:39.237118
Average
No
Daily
House
24