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
1,184,400
51
Female
30,399
Married
0
Master's
null
17.576433
Suburban
Comprehensive
null
9
482
7
2024-04-29 15:21:39.247098
Good
No
Daily
House
157
1,184,401
62
Male
72,682
Married
1
Bachelor's
null
24.365893
Urban
Premium
1
3
394
7
2022-10-05 15:21:39.091080
Poor
No
Rarely
Condo
1,099
1,184,402
31
Female
3,801
Single
2
High School
null
null
Suburban
Premium
null
14
578
6
2022-04-14 15:21:39.086123
null
No
Daily
Condo
615
1,184,403
63
Female
28,572
Single
4
Master's
null
49.878138
Suburban
Premium
2
8
718
9
2020-05-13 15:21:39.155231
Average
No
Weekly
House
711
1,184,404
49
Female
126,667
Married
0
PhD
Unemployed
31.933704
Suburban
Comprehensive
0
19
491
4
2020-02-12 15:21:39.192212
null
No
Daily
Apartment
573
1,184,405
39
Male
43,989
Divorced
2
PhD
Self-Employed
34.896868
Urban
Premium
null
0
659
9
2022-05-04 15:21:39.172097
Average
No
Monthly
Apartment
684
1,184,406
44
Male
1,796
Married
4
Bachelor's
null
16.186816
Urban
Comprehensive
null
8
478
2
2023-02-23 15:21:39.133866
Average
No
Weekly
Condo
2,809
1,184,407
45
Male
17,076
Married
1
Bachelor's
Employed
20.351367
Rural
Comprehensive
1
2
562
1
2023-07-09 15:21:39.166062
Poor
Yes
Rarely
Condo
727
1,184,408
25
Male
49,262
Divorced
1
High School
Unemployed
null
Urban
Premium
0
9
489
7
2019-11-25 15:21:39.134960
Good
No
Rarely
Apartment
3,361
1,184,409
58
Male
62,447
Married
0
Master's
Self-Employed
45.010219
Rural
Premium
1
17
346
9
2021-02-18 15:21:39.237118
Good
Yes
Rarely
Apartment
47
1,184,410
55
Female
15,485
Divorced
4
PhD
Employed
22.836648
Rural
Premium
0
13
467
3
2022-05-16 15:21:39.134960
Average
Yes
Weekly
House
619
1,184,411
64
Male
18,192
Married
2
Master's
Unemployed
17.596066
Rural
Premium
1
18
626
8
2022-12-07 15:21:39.237118
Good
Yes
Rarely
Condo
182
1,184,412
61
Female
106,875
Single
0
PhD
Self-Employed
null
Suburban
Premium
4
7
695
3
2024-08-05 15:21:39.279729
Good
No
Monthly
Condo
1,276
1,184,413
27
Female
26,395
Divorced
4
PhD
Self-Employed
34.534652
Suburban
Basic
0
7
null
3
2023-05-26 15:21:39.237118
Average
Yes
Rarely
Apartment
981
1,184,414
38
Male
914
Single
3
Master's
Unemployed
33.908716
Suburban
Premium
null
17
705
6
2020-03-16 15:21:39.179186
null
Yes
Daily
House
1,618
1,184,415
43
Male
24,956
Divorced
3
PhD
Self-Employed
4.539638
Suburban
Basic
null
9
732
5
2020-05-15 15:21:39.237118
Average
Yes
Rarely
Condo
1,842
1,184,416
29
Female
null
Married
0
PhD
Employed
15.464437
Rural
Comprehensive
null
4
381
5
2020-03-10 15:21:39.179186
Good
No
Daily
Apartment
2,339
1,184,417
21
Male
1,197
null
2
Master's
Employed
29.722238
Urban
Comprehensive
1
19
543
4
2024-05-07 15:21:39.231531
Average
No
Monthly
House
1,656
1,184,418
47
Male
null
Married
3
High School
Unemployed
null
Urban
Comprehensive
null
7
689
6
2019-10-14 15:21:39.134960
Good
Yes
Monthly
House
2,449
1,184,419
43
Female
145,948
Divorced
1
High School
Unemployed
53.10764
Rural
Basic
3
11
697
7
2023-03-21 15:21:39.191219
Good
Yes
Rarely
Condo
497
1,184,420
45
Male
43,681
Married
null
High School
Unemployed
25.984113
Rural
Comprehensive
1
12
615
4
2024-02-29 15:21:39.237118
Good
Yes
Monthly
Apartment
1,284
1,184,421
38
Male
20,672
Divorced
0
Bachelor's
null
17.351392
Urban
Premium
1
5
436
3
2019-12-20 15:21:39.190215
Poor
Yes
Weekly
House
3,079
1,184,422
55
Male
17,086
Married
0
Master's
null
29.597556
Suburban
Comprehensive
null
17
515
8
2024-03-17 15:21:39.237118
Poor
Yes
Daily
Condo
36
1,184,423
33
Male
104,854
Divorced
0
Master's
null
22.974205
Urban
Comprehensive
1
19
null
3
2022-09-16 15:21:39.088124
Average
No
Daily
Apartment
205
1,184,424
58
Female
15,304
Single
1
PhD
Unemployed
48.186876
Suburban
Comprehensive
0
0
659
1
2024-03-28 15:21:39.185215
Average
Yes
Rarely
Apartment
225
1,184,425
41
Male
36,897
Single
1
Bachelor's
null
36.403983
Suburban
Premium
null
5
678
8
2023-11-10 15:21:39.097737
Good
Yes
Rarely
Apartment
2,416
1,184,426
48
Male
2,864
Single
2
Bachelor's
Unemployed
18.012589
Urban
Basic
2
2
642
8
2020-11-18 15:21:39.092127
Good
No
Monthly
Condo
119
1,184,427
35
Male
5,817
Single
2
High School
Self-Employed
46.923164
Rural
Premium
null
15
615
7
2021-06-28 15:21:39.176717
Good
Yes
Weekly
Condo
1,644
1,184,428
null
Female
13,418
Married
1
Master's
null
21.172892
Rural
Comprehensive
null
19
458
9
2021-02-06 15:21:39.105504
Good
No
Weekly
Apartment
1,181
1,184,429
46
Female
16,821
Married
3
High School
Unemployed
47.256658
Suburban
Premium
1
9
655
8
2022-10-27 15:21:39.286113
Average
Yes
Weekly
House
1,415
1,184,430
24
Female
36,568
Married
1
Master's
Self-Employed
15.912647
Urban
Premium
0
0
828
8
2020-12-16 15:21:39.172097
Poor
No
Rarely
House
48
1,184,431
57
Female
18,171
Divorced
1
High School
Employed
33.172622
Rural
Basic
null
18
728
3
2023-12-05 15:21:39.206847
Poor
Yes
Rarely
Apartment
663
1,184,432
32
Female
4,777
Single
0
PhD
Unemployed
37.38963
Suburban
Basic
2
2
690
6
2019-11-05 15:21:39.123711
Average
Yes
Daily
House
1,009
1,184,433
54
Male
21,327
Divorced
1
High School
Unemployed
8.255231
Rural
Premium
0
16
null
8
2020-06-17 15:21:39.245086
Average
Yes
Rarely
Apartment
3,555
1,184,434
41
Female
108,537
Divorced
2
Bachelor's
null
43.386656
Urban
Premium
3
14
662
8
2021-05-01 15:21:39.209847
Average
Yes
Daily
Apartment
2,118
1,184,435
35
Male
35,198
Married
0
Master's
Employed
6.824135
Suburban
Basic
1
4
776
7
2020-01-10 15:21:39.108562
Poor
Yes
Weekly
Condo
748
1,184,436
22
Female
12,981
Divorced
4
Bachelor's
Unemployed
17.391899
Urban
Basic
1
1
535
7
2022-11-23 15:21:39.098696
Good
No
Monthly
Apartment
669
1,184,437
22
Female
6,278
Single
4
Bachelor's
Employed
43.336827
Rural
Basic
1
8
712
1
2023-10-27 15:21:39.080440
Average
No
Rarely
House
399
1,184,438
28
Male
7,890
Divorced
1
High School
Unemployed
11.002596
Suburban
Comprehensive
null
11
776
2
2020-05-10 15:21:39.212862
Good
Yes
Daily
Condo
86
1,184,439
51
Female
26,396
Married
3
Bachelor's
null
19.914962
Urban
Comprehensive
null
10
null
8
2020-06-14 15:21:39.145732
Average
No
Monthly
Apartment
714
1,184,440
58
Male
109,931
Married
1
PhD
Unemployed
5.841838
Suburban
Premium
null
0
551
1
2023-10-07 15:21:39.126661
Good
Yes
Monthly
Condo
282
1,184,441
31
Male
29,368
Married
4
Master's
null
null
Urban
Premium
1
4
819
5
2023-12-03 15:21:39.134960
Poor
No
Weekly
Apartment
531
1,184,442
42
Female
20,696
Married
3
Master's
Self-Employed
19.037693
Rural
Premium
2
1
590
4
2021-01-08 15:21:39.276901
Good
Yes
Monthly
Condo
528
1,184,443
47
Male
null
Single
3
High School
Employed
9.466835
Urban
Premium
0
3
302
6
2021-11-10 15:21:39.134960
Poor
No
Weekly
Condo
152
1,184,444
23
Male
12,071
Single
1
Bachelor's
null
22.41141
Suburban
Premium
1
6
490
7
2021-01-14 15:21:39.125660
Average
No
Monthly
Apartment
1,398
1,184,445
20
Female
35,484
Single
1
PhD
Employed
40.859315
Urban
Basic
null
8
null
2
2020-07-10 15:21:39.261856
Poor
No
Monthly
Apartment
1,540
1,184,446
27
Male
114,936
Single
1
PhD
Unemployed
34.940938
Urban
Premium
0
16
null
2
2022-04-05 15:21:39.092127
Good
Yes
Rarely
Condo
334
1,184,447
46
Male
6,848
Married
null
Bachelor's
null
5.309022
Suburban
Premium
1
5
709
4
2024-06-07 15:21:39.246098
Average
Yes
Rarely
Condo
125
1,184,448
56
Female
25,465
Single
null
High School
Self-Employed
11.723983
Urban
Comprehensive
1
9
525
8
2022-11-09 15:21:39.177724
Average
No
Monthly
Apartment
271
1,184,449
35
Female
null
Divorced
2
PhD
Employed
28.711153
Urban
Premium
2
1
319
2
2021-02-17 15:21:39.257696
Average
Yes
Rarely
Condo
66
1,184,450
20
Female
23,585
Married
3
Bachelor's
null
28.671726
Urban
Premium
null
16
744
9
2023-09-08 15:21:39.110557
Poor
No
Monthly
Condo
1,097
1,184,451
35
Male
935
Divorced
3
High School
Unemployed
35.835903
Suburban
Comprehensive
1
9
447
2
2020-11-06 15:21:39.134960
Average
Yes
Daily
House
603
1,184,452
59
Female
11,584
Divorced
2
Master's
Employed
47.246736
Urban
Premium
0
18
742
3
2021-11-05 15:21:39.229482
null
Yes
Rarely
House
2,451
1,184,453
64
Male
7,770
Single
4
PhD
null
21.890205
Rural
Basic
0
18
796
4
2020-08-21 15:21:39.084065
Good
Yes
Weekly
Apartment
82
1,184,454
57
Female
45,619
Divorced
4
Bachelor's
null
43.896734
Rural
Basic
1
15
684
6
2021-09-08 15:21:39.134960
Average
Yes
Daily
Condo
462
1,184,455
64
Female
27,386
Single
null
High School
Self-Employed
22.60364
Rural
Basic
1
5
535
6
2021-08-25 15:21:39.111551
Poor
No
Rarely
Apartment
209
1,184,456
18
Male
11,558
Married
3
Master's
null
51.583869
Urban
Premium
2
2
576
2
2020-09-25 15:21:39.155231
Average
Yes
Rarely
House
716
1,184,457
33
Female
3,923
Single
3
Bachelor's
null
18.61604
Rural
Comprehensive
null
14
786
9
2020-10-26 15:21:39.155231
null
Yes
Monthly
House
515
1,184,458
38
Male
17,092
Married
3
Master's
Self-Employed
24.539652
Suburban
Basic
0
15
821
8
2023-12-23 15:21:39.226954
Good
Yes
Rarely
Apartment
648
1,184,459
28
Female
2,730
Married
0
High School
Unemployed
19.926001
Suburban
Comprehensive
null
9
702
5
2023-01-15 15:21:39.155231
null
Yes
Daily
House
1,216
1,184,460
44
Male
1,455
Single
4
PhD
Unemployed
12.2909
Urban
Basic
0
8
445
5
2023-12-20 15:21:39.255696
Average
Yes
Weekly
Apartment
801
1,184,461
35
Male
44,742
Married
2
High School
Unemployed
45.099743
Rural
Basic
null
19
318
1
2022-10-21 15:21:39.081504
Average
No
Weekly
Condo
1,480
1,184,462
55
Female
16,245
Single
4
Bachelor's
Employed
43.81752
Rural
Premium
null
16
803
4
2023-03-19 15:21:39.147735
Good
No
Daily
Condo
2,090
1,184,463
37
Male
null
Married
2
High School
null
40.898438
Suburban
Basic
null
5
391
6
2020-07-03 15:21:39.192212
Good
Yes
Rarely
Apartment
522
1,184,464
37
Male
111,955
Single
2
High School
Self-Employed
35.134796
Urban
Basic
2
6
360
7
2023-02-02 15:21:39.114118
Average
No
Rarely
House
442
1,184,465
30
Male
12,983
Married
1
Bachelor's
Self-Employed
14.187866
Rural
Premium
0
11
591
2
2024-07-28 15:21:39.189223
null
Yes
Rarely
Apartment
1,515
1,184,466
23
Female
95,939
Single
null
Bachelor's
Unemployed
29.323445
Suburban
Premium
null
0
462
2
2020-08-05 15:21:39.155231
Poor
Yes
Daily
Condo
2,939
1,184,467
18
Female
24,986
Divorced
2
High School
Unemployed
26.881379
Suburban
Basic
1
16
554
4
2023-11-28 15:21:39.192212
Average
Yes
Weekly
Apartment
438
1,184,468
56
Female
14,982
Divorced
0
PhD
Self-Employed
30.426928
Urban
Basic
1
1
713
5
2019-09-04 15:21:39.164044
Average
Yes
Rarely
Apartment
1,162
1,184,469
24
Male
2,722
Married
1
Master's
null
38.551615
Urban
Basic
0
3
815
5
2020-05-21 15:21:39.102694
Poor
No
Rarely
Apartment
108
1,184,470
31
Male
12,073
Single
3
Bachelor's
Employed
20.951339
Urban
Basic
0
15
739
9
2022-03-05 15:21:39.155231
Average
Yes
Weekly
Apartment
588
1,184,471
46
Male
118,722
Single
null
High School
Employed
3.451751
Rural
Basic
null
8
783
3
2022-04-29 15:21:39.245086
Average
Yes
Monthly
Condo
45
1,184,472
24
Female
82,835
Single
1
PhD
Self-Employed
42.126725
Rural
Basic
3
12
467
7
2023-10-08 15:21:39.092127
Good
No
Weekly
Apartment
731
1,184,473
47
Male
87,729
Divorced
2
Master's
Employed
24.948244
Urban
Premium
3
3
564
4
2020-05-21 15:21:39.143708
Average
No
Daily
Apartment
3,137
1,184,474
36
Female
20,907
Married
2
Master's
null
45.929877
Urban
Comprehensive
1
7
null
5
2020-12-01 15:21:39.134960
Average
No
Weekly
House
2,113
1,184,475
53
Female
2,456
Married
4
Master's
Unemployed
23.179313
Suburban
Premium
1
4
826
2
2019-09-20 15:21:39.109552
Poor
No
Rarely
House
1,073
1,184,476
37
Female
40,487
Divorced
4
Bachelor's
null
46.1717
Urban
Comprehensive
null
14
809
7
2022-01-12 15:21:39.171102
Good
No
Rarely
Condo
1,266
1,184,477
61
Female
2,883
Single
null
Bachelor's
Unemployed
14.085183
Rural
Basic
2
3
657
4
2022-07-10 15:21:39.093681
null
Yes
Daily
Apartment
4,643
1,184,478
59
Female
4,515
Married
1
High School
Employed
3.002347
Rural
Comprehensive
null
13
571
8
2021-06-15 15:21:39.133866
Average
No
Rarely
Condo
1,777
1,184,479
28
Female
146,627
Divorced
1
Bachelor's
null
null
Rural
Basic
2
11
324
6
2021-02-08 15:21:39.223390
Poor
Yes
Monthly
Condo
2,516
1,184,480
33
Female
13,121
Married
null
Master's
Self-Employed
17.624919
Rural
Premium
1
15
646
3
2020-12-11 15:21:39.087123
Average
Yes
Rarely
Condo
399
1,184,481
38
Female
1,823
Single
3
High School
Self-Employed
17.826594
Rural
Comprehensive
1
7
709
8
2021-06-04 15:21:39.126661
Poor
No
Monthly
Apartment
261
1,184,482
26
Female
13,923
Divorced
1
Bachelor's
Unemployed
3.680916
Rural
Comprehensive
1
18
532
4
2020-09-27 15:21:39.273973
Good
Yes
Rarely
Apartment
3,487
1,184,483
49
Female
114,449
null
null
Bachelor's
Employed
9.686525
Urban
Premium
0
17
308
9
2020-04-07 15:21:39.257696
Poor
Yes
Daily
Apartment
1,336
1,184,484
62
Female
139,879
Single
3
Master's
Self-Employed
11.828198
Urban
Premium
1
10
652
9
2021-11-15 15:21:39.134960
Good
No
Daily
Condo
404
1,184,485
null
Female
29,206
Single
0
Bachelor's
Self-Employed
9.164942
Suburban
Premium
0
11
657
4
2024-01-13 15:21:39.134960
Good
Yes
Monthly
Condo
1,603
1,184,486
25
Female
37,253
Married
1
High School
null
8.161149
Rural
Comprehensive
null
10
793
1
2021-05-27 15:21:39.147735
Good
Yes
Daily
Apartment
1,747
1,184,487
57
Female
29,702
Married
3
PhD
Employed
24.028835
Urban
Comprehensive
4
10
617
6
2021-12-01 15:21:39.229482
Average
No
Rarely
House
2,675
1,184,488
61
Male
48,877
Divorced
3
High School
Unemployed
23.037255
Urban
Premium
2
4
699
2
2021-04-10 15:21:39.251142
Poor
No
Rarely
Condo
22
1,184,489
26
Female
16,696
Married
1
High School
Unemployed
16.869062
Suburban
Comprehensive
2
19
710
5
2021-03-13 15:21:39.092127
null
Yes
Monthly
House
1,171
1,184,490
35
Male
81
Divorced
3
Master's
null
27.929402
Urban
Premium
null
16
784
8
2021-07-17 15:21:39.146733
Good
No
Rarely
Condo
81
1,184,491
53
Male
3,189
Married
4
Master's
null
35.276883
Suburban
Comprehensive
null
10
786
5
2024-02-07 15:21:39.107553
Poor
No
Rarely
Apartment
283
1,184,492
37
Male
19,218
Divorced
2
PhD
Employed
45.597842
Suburban
Basic
0
6
519
2
2021-03-27 15:21:39.237118
Average
No
Monthly
Apartment
1,084
1,184,493
41
Male
14,399
Divorced
0
Master's
null
21.845554
Urban
Premium
2
18
null
5
2021-01-28 15:21:39.256696
Poor
No
Rarely
Condo
244
1,184,494
33
Female
714
Married
2
Master's
Self-Employed
29.946163
Rural
Premium
2
0
779
3
2022-05-07 15:21:39.095696
Average
Yes
Daily
Condo
634
1,184,495
25
Male
8,966
Divorced
3
Master's
null
31.912272
Suburban
Premium
1
18
625
6
2023-02-16 15:21:39.235012
Poor
No
Weekly
House
3,446
1,184,496
19
Male
32,483
Married
0
Bachelor's
null
30.15805
Rural
Basic
null
9
504
2
2023-10-06 15:21:39.121169
Good
No
Rarely
Condo
754
1,184,497
32
Female
37,536
Married
0
High School
Employed
9.992053
Suburban
Premium
1
10
769
4
2024-01-06 15:21:39.118178
Average
Yes
Daily
House
848
1,184,498
30
Female
57,999
Married
1
Bachelor's
Self-Employed
49.336632
Rural
Premium
0
12
437
5
2023-10-22 15:21:39.155231
Good
No
Daily
Condo
3,828
1,184,499
56
Male
47,101
Single
4
PhD
Employed
51.071269
Rural
Basic
null
0
486
9
2021-09-11 15:21:39.155231
Poor
No
Rarely
Condo
604