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
1,186,400
58
Male
90,723
Divorced
3
PhD
null
40.041293
Suburban
Premium
3
2
485
4
2019-12-02 15:21:39.114118
Poor
Yes
Daily
Apartment
1,039
1,186,401
31
Female
30,678
Married
0
High School
Unemployed
24.946
Urban
Basic
0
15
767
9
2020-05-14 15:21:39.245086
Average
Yes
Monthly
House
1,652
1,186,402
38
Male
16,649
Single
2
Master's
Employed
37.945125
Urban
Premium
2
1
694
1
2023-04-06 15:21:39.149731
Good
Yes
Rarely
Condo
554
1,186,403
21
Male
12,097
Single
4
Bachelor's
Unemployed
29.722326
Rural
Basic
1
7
542
5
2020-11-18 15:21:39.146733
Average
No
Monthly
Condo
884
1,186,404
33
Male
6,078
Married
3
Master's
Self-Employed
25.874176
Urban
Comprehensive
null
12
null
5
2021-04-03 15:21:39.134960
Poor
Yes
Weekly
House
778
1,186,405
23
Female
1,896
Single
4
Bachelor's
Employed
11.333085
Suburban
Comprehensive
0
6
647
5
2022-06-25 15:21:39.237118
Poor
Yes
Daily
House
1,896
1,186,406
44
Female
69,532
Married
0
High School
Employed
7.064394
Suburban
Basic
null
8
435
7
2020-03-22 15:21:39.171102
Average
No
Rarely
Apartment
479
1,186,407
39
Female
null
Divorced
null
PhD
Self-Employed
37.753798
Suburban
Basic
null
18
437
4
2022-03-22 15:21:39.211806
Poor
No
Daily
Condo
2,760
1,186,408
45
Female
20,962
Single
2
Bachelor's
Self-Employed
9.926363
Suburban
Basic
0
9
728
9
2020-12-04 15:21:39.134960
Poor
No
Monthly
Condo
736
1,186,409
31
Female
118,332
Single
4
Master's
Employed
35.829615
Rural
Comprehensive
0
7
338
9
2024-05-30 15:21:39.096739
Poor
Yes
Weekly
Condo
2,082
1,186,410
19
Female
2,485
Single
1
PhD
Unemployed
9.23462
Suburban
Basic
1
8
307
2
2024-03-01 15:21:39.237118
Good
No
Daily
Apartment
681
1,186,411
59
Male
23,822
Divorced
1
PhD
null
4.328823
Suburban
Premium
1
15
639
3
2022-06-10 15:21:39.235012
Average
Yes
Rarely
Apartment
1,683
1,186,412
53
Female
20,859
Divorced
0
PhD
Employed
17.862992
Rural
Premium
null
3
826
9
2022-05-31 15:21:39.155231
Average
Yes
Rarely
House
1,257
1,186,413
37
Female
6,206
Married
4
High School
null
13.292642
Suburban
Comprehensive
1
6
834
4
2020-10-10 15:21:39.233998
Average
No
Rarely
Condo
734
1,186,414
20
Male
1,436
Married
4
Bachelor's
Self-Employed
9.051401
Rural
Premium
3
4
497
1
2021-11-15 15:21:39.169102
Good
No
Weekly
House
2,525
1,186,415
44
Female
74,165
Married
4
Bachelor's
Employed
11.631104
Urban
Comprehensive
2
9
674
1
2021-07-10 15:21:39.099739
Poor
Yes
Weekly
House
20
1,186,416
49
Male
16,647
Married
2
Master's
Unemployed
7.067198
Urban
Basic
null
12
638
4
2021-04-16 15:21:39.105504
Average
No
Weekly
House
793
1,186,417
28
Female
44,742
Divorced
4
High School
Unemployed
27.922756
Rural
Premium
1
1
765
9
2020-06-02 15:21:39.105504
Good
Yes
Daily
House
468
1,186,418
22
Female
131,563
Single
2
High School
Self-Employed
31.895169
Suburban
Premium
null
15
439
6
2019-11-30 15:21:39.134960
Good
Yes
Rarely
Apartment
646
1,186,419
22
Female
29,483
Single
3
PhD
Unemployed
38.383367
Rural
Premium
null
18
474
9
2024-03-13 15:21:39.134960
Average
Yes
Monthly
Condo
1,004
1,186,420
20
Male
6,054
Married
0
Bachelor's
Unemployed
41.637408
Suburban
Premium
1
15
823
5
2021-10-06 15:21:39.173834
Average
Yes
Rarely
Condo
2,161
1,186,421
19
Female
3,849
Single
4
Bachelor's
Employed
null
Suburban
Comprehensive
null
11
790
9
2020-03-23 15:21:39.155231
Good
Yes
Monthly
Apartment
605
1,186,422
23
Male
84,485
Divorced
2
Master's
Employed
39.633011
Rural
Basic
null
7
434
8
2021-10-19 15:21:39.155231
Average
Yes
Daily
Apartment
619
1,186,423
46
Male
79,987
Divorced
3
PhD
Self-Employed
33.518899
Urban
Premium
null
15
495
3
2023-12-27 15:21:39.154008
Poor
Yes
Weekly
Condo
362
1,186,424
52
Female
87,084
Single
3
PhD
null
7.353695
Rural
Premium
2
18
410
9
2023-06-27 15:21:39.132191
null
No
Monthly
Apartment
3,819
1,186,425
32
Female
52,347
Divorced
3
High School
Self-Employed
31.367953
Urban
Basic
null
13
728
2
2022-02-20 15:21:39.155231
Good
No
Monthly
Condo
112
1,186,426
64
Female
898
Divorced
3
PhD
Self-Employed
48.595623
Urban
Basic
1
19
805
4
2022-09-17 15:21:39.201446
Poor
No
Daily
Condo
2,172
1,186,427
23
Male
39,240
Single
1
Bachelor's
null
34.448945
Suburban
Basic
null
6
817
3
2024-01-10 15:21:39.125660
Average
No
Daily
Condo
1,162
1,186,428
52
Male
9,071
Married
4
Master's
Employed
45.382208
Rural
Premium
1
13
735
5
2024-04-11 15:21:39.237118
Good
Yes
Daily
Condo
244
1,186,429
27
Female
8,791
Married
null
High School
Employed
null
Rural
Premium
null
11
557
9
2021-07-27 15:21:39.134960
Average
Yes
Monthly
Apartment
557
1,186,430
64
Male
56,394
Married
2
Master's
null
13.547846
Urban
Premium
3
2
836
6
2024-02-17 15:21:39.271453
Good
Yes
Daily
Apartment
1,929
1,186,431
46
Male
23,892
Single
null
High School
Self-Employed
29.593812
Suburban
Comprehensive
null
3
481
6
2020-04-06 15:21:39.134960
Good
Yes
Monthly
Apartment
575
1,186,432
41
Male
1,169
Married
3
Master's
Employed
11.843453
Urban
Premium
1
18
null
1
2021-10-02 15:21:39.155231
Good
Yes
Weekly
Condo
119
1,186,433
21
Male
14,803
Single
null
PhD
Self-Employed
21.579006
Suburban
Premium
1
15
null
8
2024-04-09 15:21:39.134960
Poor
No
Rarely
House
296
1,186,434
26
Male
18,297
Single
0
Bachelor's
Employed
50.471322
Urban
Premium
2
17
463
2
2022-01-24 15:21:39.128286
Average
No
Daily
House
765
1,186,435
29
Female
2,401
Divorced
1
Master's
null
27.040413
Urban
Basic
2
12
638
3
2021-12-04 15:21:39.102694
Good
Yes
Rarely
House
27
1,186,436
24
Female
38,572
Divorced
3
PhD
null
31.907954
Suburban
Premium
null
13
557
1
2023-02-07 15:21:39.254678
Good
Yes
Monthly
Apartment
436
1,186,437
56
Male
72,239
Married
2
Bachelor's
Self-Employed
50.096344
Rural
Premium
null
7
450
3
2024-02-27 15:21:39.155231
Average
No
Monthly
Apartment
2,486
1,186,438
63
Female
9,897
Married
4
High School
Self-Employed
10.926141
Urban
Premium
0
17
714
1
2023-11-14 15:21:39.194829
Poor
Yes
Monthly
Apartment
602
1,186,439
62
Male
29,069
Single
2
Bachelor's
null
22.948494
Suburban
Comprehensive
0
8
642
7
2022-01-21 15:21:39.155231
Poor
No
Weekly
House
3,221
1,186,440
23
Male
627
Single
1
PhD
Employed
28.273835
Urban
Premium
0
18
434
5
2022-09-08 15:21:39.123711
Good
Yes
Monthly
Apartment
1,089
1,186,441
33
Male
null
Single
0
PhD
Employed
32.037771
Urban
Basic
null
18
432
8
2024-05-27 15:21:39.131192
Average
No
Monthly
House
912
1,186,442
31
Female
1,782
Married
null
PhD
Unemployed
11.683134
Rural
Premium
null
14
323
8
2019-12-09 15:21:39.181605
Poor
Yes
Daily
Condo
81
1,186,443
49
Female
3,896
Single
1
PhD
null
46.4538
Urban
Premium
null
17
441
9
2020-02-05 15:21:39.209847
Poor
No
Monthly
Apartment
981
1,186,444
30
Male
9,095
Married
2
PhD
null
null
Suburban
Basic
1
0
617
5
2023-03-01 15:21:39.177724
Good
Yes
Monthly
Apartment
582
1,186,445
22
Female
20,243
Married
4
High School
Unemployed
32.927614
Rural
Basic
0
8
789
6
2023-03-28 15:21:39.134960
Good
No
Daily
Condo
830
1,186,446
40
Male
10,046
Single
0
High School
null
7.898441
Rural
Basic
null
6
731
8
2021-11-16 15:21:39.180553
Poor
Yes
Weekly
House
942
1,186,447
30
Female
4,875
Single
1
Master's
Unemployed
13.505073
Suburban
Premium
2
18
710
4
2021-06-18 15:21:39.166062
Poor
No
Daily
Apartment
36
1,186,448
45
Female
14,726
Single
2
High School
null
33.633534
Rural
Premium
null
13
null
3
2022-02-18 15:21:39.257696
Poor
Yes
Monthly
Condo
2,026
1,186,449
56
Male
1,853
Married
0
PhD
Unemployed
43.662411
Rural
Comprehensive
3
6
767
4
2020-12-18 15:21:39.155231
Poor
No
Monthly
Apartment
590
1,186,450
35
Female
133,842
Divorced
1
Bachelor's
Unemployed
16.205794
Suburban
Premium
null
7
788
4
2020-10-02 15:21:39.147735
Poor
No
Weekly
Condo
111
1,186,451
42
Female
3,749
null
null
Master's
Employed
24.678885
Rural
Comprehensive
0
12
709
9
2020-09-03 15:21:39.155231
Poor
No
Daily
Apartment
1,362
1,186,452
26
Female
6,317
Single
4
High School
null
20.879731
Suburban
Premium
null
17
773
6
2023-05-26 15:21:39.255696
Average
Yes
Monthly
Apartment
1,472
1,186,453
24
Male
12,558
Single
null
PhD
Employed
36.079728
Suburban
Premium
2
5
690
4
2023-01-20 15:21:39.155231
Poor
No
Daily
House
761
1,186,454
56
Female
4,534
Married
0
Bachelor's
Self-Employed
6.607527
Rural
Basic
1
1
820
5
2022-05-23 15:21:39.121169
Good
No
Daily
Condo
30
1,186,455
44
Male
15,761
Single
3
Bachelor's
Unemployed
29.962996
Suburban
Premium
null
8
742
7
2024-04-28 15:21:39.155231
null
No
Monthly
House
895
1,186,456
58
Male
2,514
Married
1
High School
Self-Employed
18.943126
Urban
Comprehensive
0
7
550
9
2020-04-29 15:21:39.081504
Average
No
Weekly
Condo
2,767
1,186,457
58
Female
70,598
Married
1
High School
Unemployed
11.684028
Urban
Basic
1
15
626
2
2019-09-01 15:21:39.186212
Poor
Yes
Monthly
House
2,790
1,186,458
45
Male
25,028
Single
0
Master's
null
37.898368
Rural
Premium
2
0
784
9
2023-07-05 15:21:39.143708
Poor
No
Rarely
Condo
598
1,186,459
37
Female
37,781
Divorced
1
High School
Unemployed
31.717084
Rural
Basic
null
3
null
2
2020-08-19 15:21:39.213373
Good
No
Weekly
Apartment
307
1,186,460
51
Male
47,436
Married
1
High School
null
27.592995
Urban
Comprehensive
1
9
401
9
2020-02-28 15:21:39.126661
Average
Yes
Rarely
Condo
1,308
1,186,461
33
Female
13,791
Divorced
4
PhD
Self-Employed
42.187717
Suburban
Comprehensive
null
10
null
1
2019-10-22 15:21:39.197445
Average
Yes
Weekly
Condo
1,337
1,186,462
31
Male
29,087
Married
4
PhD
Employed
20.836288
Suburban
Premium
1
6
843
1
2021-11-03 15:21:39.237118
Average
Yes
Daily
Apartment
686
1,186,463
56
Male
8,079
Single
3
High School
Unemployed
24.669733
Urban
Comprehensive
null
13
null
8
2022-02-15 15:21:39.179186
Average
Yes
Monthly
House
639
1,186,464
46
Male
11,534
Single
3
High School
Employed
24.139542
Suburban
Premium
0
11
709
1
2022-08-02 15:21:39.219432
null
Yes
Rarely
Condo
1,021
1,186,465
60
Male
11,290
Single
null
PhD
Unemployed
20.94849
Rural
Comprehensive
1
11
439
7
2022-11-16 15:21:39.123711
Average
Yes
Daily
Apartment
1,110
1,186,466
56
Female
29,137
Single
2
High School
null
null
Rural
Basic
null
8
442
7
2022-01-03 15:21:39.276901
Poor
No
Weekly
Apartment
676
1,186,467
23
Male
16,091
Married
3
PhD
null
38.724322
Suburban
Comprehensive
0
3
null
4
2024-04-15 15:21:39.093681
Average
Yes
Daily
Condo
1,353
1,186,468
18
Male
35,678
Married
1
PhD
Unemployed
24.149627
Rural
Comprehensive
0
16
302
2
2023-07-26 15:21:39.109552
Good
Yes
Monthly
Apartment
1,414
1,186,469
38
Female
36,622
Married
1
High School
null
38.838126
Urban
Premium
null
19
534
4
2019-10-22 15:21:39.237118
Good
Yes
Weekly
Condo
557
1,186,470
37
Male
106,686
Divorced
null
Bachelor's
Unemployed
50.566656
Urban
Basic
3
6
759
1
2023-06-30 15:21:39.289099
Good
Yes
Weekly
Condo
484
1,186,471
34
Female
25,693
Divorced
2
PhD
Employed
47.802146
Suburban
Premium
3
7
378
1
2020-06-06 15:21:39.254678
Poor
Yes
Daily
House
2,044
1,186,472
57
Female
2,629
Divorced
1
Bachelor's
Self-Employed
14.987035
Suburban
Basic
null
19
515
9
2024-02-18 15:21:39.090124
Poor
Yes
Daily
House
40
1,186,473
55
Male
30,995
Divorced
2
Bachelor's
null
16.67357
Suburban
Premium
1
11
821
4
2021-02-08 15:21:39.264504
Good
Yes
Rarely
Condo
1,590
1,186,474
43
Male
142,264
Divorced
3
High School
null
28.240615
Suburban
Premium
0
4
437
3
2020-08-06 15:21:39.134960
Poor
Yes
Monthly
House
709
1,186,475
27
Female
42,619
Single
1
Master's
Employed
43.261322
Rural
Comprehensive
null
7
426
2
2021-06-06 15:21:39.147735
Average
No
Rarely
House
704
1,186,476
54
Female
31,005
Married
4
PhD
Employed
24.8983
Suburban
Comprehensive
2
4
null
8
2021-02-20 15:21:39.237118
Good
Yes
Weekly
House
532
1,186,477
64
Female
39,245
Divorced
0
PhD
null
23.907967
Suburban
Premium
1
8
462
3
2023-10-19 15:21:39.155231
Poor
Yes
Weekly
Apartment
498
1,186,478
52
Male
45,949
Single
null
High School
Employed
34.966012
Suburban
Premium
0
9
518
1
2024-05-26 15:21:39.134960
Poor
Yes
Daily
Condo
1,176
1,186,479
28
Male
1,098
Divorced
2
Bachelor's
Unemployed
null
Rural
Premium
null
18
763
6
2024-06-09 15:21:39.171102
Poor
No
Weekly
House
936
1,186,480
null
Female
18,173
Single
0
Master's
Employed
27.291168
Rural
Comprehensive
1
11
396
9
2021-08-28 15:21:39.286113
Good
No
Daily
Apartment
1,189
1,186,481
null
Female
76,914
Divorced
2
Bachelor's
Unemployed
16.290863
Urban
Comprehensive
null
13
482
6
2023-04-26 15:21:39.181605
null
Yes
Daily
Apartment
586
1,186,482
29
Male
11,564
Divorced
1
Bachelor's
null
29.78248
Rural
Comprehensive
null
19
null
7
2023-02-11 15:21:39.207847
Good
Yes
Weekly
House
647
1,186,483
51
Male
45,104
Single
2
Master's
null
29.769202
Rural
Premium
0
18
578
6
2020-12-26 15:21:39.172097
Poor
Yes
Weekly
Condo
274
1,186,484
28
Female
92,474
Divorced
1
Bachelor's
Employed
null
Suburban
Basic
2
6
479
8
2021-10-03 15:21:39.237118
Poor
Yes
Weekly
Condo
511
1,186,485
22
Female
30,077
Divorced
4
Bachelor's
Unemployed
18.897408
Suburban
Premium
null
15
778
1
2023-03-25 15:21:39.223901
Average
Yes
Weekly
Apartment
200
1,186,486
25
Female
44,914
Single
4
PhD
null
17.407204
Rural
Premium
0
8
null
8
2020-10-15 15:21:39.086123
Average
Yes
Weekly
Apartment
1,119
1,186,487
null
Female
null
Married
0
PhD
Employed
37.692897
Urban
Basic
0
10
326
9
2020-02-08 15:21:39.250151
Average
Yes
Daily
Apartment
939
1,186,488
61
Female
51,760
Divorced
4
Bachelor's
Unemployed
31.746455
Suburban
Comprehensive
1
18
712
2
2023-09-13 15:21:39.252145
Poor
No
Weekly
Apartment
382
1,186,489
55
Male
65,982
Single
1
Bachelor's
Unemployed
null
Urban
Basic
1
16
438
1
2022-05-12 15:21:39.155231
Poor
No
Daily
Apartment
983
1,186,490
57
Female
40,802
Divorced
null
High School
null
13.037133
Suburban
Premium
null
18
762
8
2021-12-10 15:21:39.283783
Average
Yes
Daily
Apartment
482
1,186,491
48
Male
106,936
Single
4
Master's
Self-Employed
23.912658
Urban
Comprehensive
2
15
504
9
2022-07-15 15:21:39.155231
Good
No
Daily
Apartment
504
1,186,492
22
Female
17,050
Single
3
High School
null
14.775063
Rural
Comprehensive
2
13
620
7
2021-04-08 15:21:39.155231
Good
No
Weekly
Apartment
385
1,186,493
45
Male
null
Divorced
0
High School
Self-Employed
3.895538
Suburban
Premium
0
17
836
9
2019-11-27 15:21:39.125660
null
No
Monthly
Condo
2,873
1,186,494
34
Male
null
Single
null
High School
null
26.818584
Urban
Comprehensive
0
3
402
6
2021-11-29 15:21:39.125660
Average
Yes
Weekly
House
3,345
1,186,495
47
Male
45,707
Married
null
PhD
null
28.1721
Urban
Premium
null
8
778
1
2022-06-20 15:21:39.169102
Good
No
Rarely
Apartment
742
1,186,496
37
Female
41,487
Married
null
High School
Self-Employed
17.68647
Rural
Premium
null
14
555
5
2020-05-10 15:21:39.194829
Average
No
Rarely
Condo
806
1,186,497
44
Female
35,981
Divorced
4
High School
Self-Employed
16.703213
Suburban
Comprehensive
1
8
495
7
2022-12-31 15:21:39.223901
Good
No
Monthly
Condo
39
1,186,498
59
Female
12,290
Divorced
0
High School
null
23.361829
Rural
Basic
0
0
null
8
2023-01-02 15:21:39.265513
Average
Yes
Weekly
House
1,243
1,186,499
33
Male
45,422
Divorced
2
PhD
Self-Employed
13.672407
Rural
Basic
1
16
571
1
2023-04-12 15:21:39.095696
Poor
Yes
Daily
House
714