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
1,177,400
53
Male
68,251
Divorced
2
High School
Employed
14.555039
Rural
Premium
0
13
315
7
2022-05-23 15:21:39.121169
Poor
Yes
Daily
Apartment
598
1,177,401
36
Male
23,755
Single
0
Master's
Employed
15.735998
Suburban
Comprehensive
1
11
null
2
2023-01-08 15:21:39.155231
Good
Yes
Rarely
House
1,211
1,177,402
41
Male
33,803
Married
2
Master's
null
31.89152
Suburban
Basic
null
17
767
5
2022-12-27 15:21:39.204790
Good
No
Monthly
Condo
830
1,177,403
64
Male
3,910
Divorced
4
Bachelor's
Employed
8.830968
Rural
Basic
2
0
null
7
2021-03-18 15:21:39.205850
Good
No
Monthly
Condo
2,478
1,177,404
27
Female
77,820
Divorced
2
Master's
null
12.914472
Rural
Premium
2
19
438
3
2022-09-29 15:21:39.215386
Good
No
Weekly
Condo
498
1,177,405
59
Female
84,044
Divorced
null
PhD
Employed
43.684702
Rural
Basic
2
1
451
6
2019-09-06 15:21:39.271453
Good
No
Monthly
Apartment
1,068
1,177,406
52
Male
29,489
Divorced
null
PhD
Unemployed
34.15691
Suburban
Basic
null
4
580
7
2022-12-30 15:21:39.222387
Poor
Yes
Rarely
House
676
1,177,407
62
Male
7,905
Married
null
High School
null
23.509569
Suburban
Premium
null
15
761
7
2020-04-30 15:21:39.120168
Poor
No
Daily
House
2,279
1,177,408
64
Female
24,249
Married
2
PhD
Employed
44.937363
Urban
Comprehensive
4
13
null
3
2021-12-01 15:21:39.171102
Average
Yes
Rarely
Condo
1,682
1,177,409
54
Male
18,340
Single
null
Bachelor's
Unemployed
40.351628
Rural
Premium
null
1
456
7
2023-01-08 15:21:39.193945
Good
No
Weekly
Apartment
663
1,177,410
36
Female
71,632
Divorced
2
Bachelor's
Self-Employed
36.948217
Urban
Comprehensive
1
7
446
8
2023-01-07 15:21:39.155231
Poor
No
Weekly
House
614
1,177,411
60
Female
9,072
Divorced
2
Bachelor's
Self-Employed
35.878475
Suburban
Basic
1
17
775
4
2022-07-18 15:21:39.134960
Poor
No
Rarely
House
1,763
1,177,412
47
Male
7,534
Single
0
High School
Employed
39.176822
Suburban
Comprehensive
1
0
488
3
2021-11-26 15:21:39.134960
Average
No
Weekly
Apartment
604
1,177,413
46
Male
1,334
Divorced
3
PhD
null
33.45651
Rural
Premium
null
15
376
5
2024-03-25 15:21:39.101733
null
No
Weekly
Condo
1,333
1,177,414
36
Male
5,778
Married
0
Master's
null
15.814422
Urban
Comprehensive
null
11
748
8
2020-10-14 15:21:39.102694
Average
No
Daily
Apartment
1,819
1,177,415
48
Male
23,018
Single
4
PhD
Employed
null
Rural
Premium
1
5
null
2
2021-07-16 15:21:39.088124
Poor
No
Monthly
Apartment
589
1,177,416
60
Female
16,217
Divorced
1
Master's
Employed
41.545724
Suburban
Premium
1
17
434
8
2020-06-19 15:21:39.220389
Average
No
Daily
Apartment
740
1,177,417
44
Female
8,631
Married
3
PhD
null
10.303518
Urban
Comprehensive
1
19
734
2
2024-01-06 15:21:39.266452
Good
Yes
Monthly
House
259
1,177,418
46
Female
20,672
Divorced
4
Bachelor's
Self-Employed
11.878687
Suburban
Premium
null
11
813
3
2019-09-12 15:21:39.118178
Average
No
Monthly
Apartment
627
1,177,419
49
Female
40,682
Married
3
Bachelor's
Employed
33.128769
Suburban
Basic
null
18
588
9
2022-12-21 15:21:39.249100
Average
Yes
Weekly
House
2,295
1,177,420
64
Male
6,969
Single
1
High School
Self-Employed
null
Urban
Comprehensive
null
1
701
3
2022-07-31 15:21:39.208842
Good
No
Rarely
Condo
929
1,177,421
54
Male
3,546
Single
2
Bachelor's
Employed
10.824857
Suburban
Comprehensive
2
12
519
4
2023-08-29 15:21:39.181605
null
Yes
Daily
House
574
1,177,422
59
Male
35,644
Single
0
PhD
Employed
8.666917
Rural
Premium
0
15
531
3
2022-08-25 15:21:39.276901
Average
No
Monthly
Condo
1,205
1,177,423
63
Male
null
Divorced
3
Bachelor's
Self-Employed
53.436545
Rural
Basic
0
4
485
5
2019-11-06 15:21:39.134960
Average
No
Rarely
Apartment
2,144
1,177,424
51
Female
59,822
Divorced
3
High School
null
51.606665
Rural
Comprehensive
0
5
782
2
2023-06-14 15:21:39.132191
Good
No
Monthly
Condo
1,604
1,177,425
64
Female
49,810
Divorced
3
High School
null
38.406511
Suburban
Premium
null
0
613
5
2020-02-27 15:21:39.175719
Good
No
Weekly
Apartment
362
1,177,426
30
Female
11,043
Single
1
Master's
null
44.019351
Urban
Basic
null
13
751
6
2024-05-16 15:21:39.095696
Poor
No
Monthly
Condo
340
1,177,427
46
Female
8,858
Married
1
High School
Unemployed
11.494891
Urban
Basic
2
13
378
8
2023-11-26 15:21:39.194829
Average
No
Daily
Condo
1,027
1,177,428
24
Female
30,368
Married
1
Master's
null
20.844468
Suburban
Basic
0
11
786
7
2023-06-13 15:21:39.172097
Good
No
Weekly
Condo
1,879
1,177,429
19
Male
5,849
Single
1
High School
Self-Employed
19.944258
Suburban
Comprehensive
null
1
572
5
2021-01-30 15:21:39.123711
Average
Yes
Monthly
Apartment
1,461
1,177,430
29
Male
24,223
Single
4
Master's
Employed
29.12075
Suburban
Premium
2
4
849
9
2023-02-05 15:21:39.180553
Good
No
Monthly
House
1,306
1,177,431
33
Female
17,863
Divorced
3
Bachelor's
null
20.074501
Suburban
Basic
2
2
370
7
2023-07-08 15:21:39.204790
Average
No
Weekly
Condo
2,414
1,177,432
null
Female
46,821
Married
3
Master's
Employed
33.553883
Suburban
Basic
null
9
765
2
2021-02-19 15:21:39.164044
Average
Yes
Daily
House
358
1,177,433
26
Female
46,364
Married
0
PhD
Self-Employed
51.959039
Urban
Comprehensive
null
15
410
8
2021-12-29 15:21:39.237118
Poor
No
Monthly
Condo
532
1,177,434
38
Female
7,689
Married
2
PhD
null
14.769658
Rural
Premium
0
8
667
9
2023-11-02 15:21:39.172097
Good
Yes
Weekly
Condo
462
1,177,435
23
Female
73,587
Divorced
0
Master's
Self-Employed
17.840469
Suburban
Premium
1
4
329
2
2021-06-10 15:21:39.102694
Average
Yes
Monthly
Condo
1,167
1,177,436
62
Male
92,781
Single
1
PhD
null
24.690075
Rural
Basic
2
6
723
2
2020-11-24 15:21:39.208842
Average
Yes
Daily
Condo
3,162
1,177,437
46
Male
38,901
Single
3
Master's
null
28.977966
Suburban
Premium
null
0
324
4
2021-08-03 15:21:39.134960
Poor
Yes
Rarely
Condo
1,597
1,177,438
64
Female
10,108
Divorced
2
PhD
null
18.288048
Rural
Premium
2
10
341
1
2022-01-05 15:21:39.288099
Poor
No
Rarely
House
1,192
1,177,439
40
Female
66,515
Single
0
High School
Self-Employed
32.249747
Suburban
Comprehensive
0
17
351
5
2021-04-13 15:21:39.237118
Average
No
Weekly
Apartment
2,044
1,177,440
38
Female
12,098
Married
1
PhD
Unemployed
12.967987
Suburban
Premium
0
13
581
4
2021-03-19 15:21:39.261856
Average
Yes
Rarely
Condo
1,485
1,177,441
49
Female
48,433
Married
3
PhD
Employed
17.929133
Suburban
Basic
null
15
486
9
2024-07-11 15:21:39.267454
Average
Yes
Monthly
House
4,177
1,177,442
57
Female
43,715
Divorced
4
PhD
null
14.647797
Rural
Basic
null
4
829
9
2021-05-29 15:21:39.208842
Average
Yes
Weekly
Apartment
753
1,177,443
46
Female
6,088
Married
0
PhD
null
20.123685
Rural
Premium
2
6
null
8
2020-12-23 15:21:39.223901
Good
No
Monthly
Condo
1,081
1,177,444
20
Male
27,804
Single
1
High School
Employed
14.908228
Rural
Comprehensive
2
10
null
3
2023-07-08 15:21:39.237118
Poor
No
Rarely
Apartment
3,969
1,177,445
29
Female
21,341
Married
0
High School
Employed
44.058191
Urban
Basic
null
4
636
2
2019-09-03 15:21:39.246098
Average
Yes
Monthly
Apartment
670
1,177,446
19
Female
46,125
Married
0
PhD
Unemployed
14.843409
Suburban
Premium
null
15
830
8
2022-05-20 15:21:39.171102
Poor
Yes
Rarely
Apartment
826
1,177,447
56
Male
74,945
Single
1
Bachelor's
Unemployed
18.402571
Urban
Comprehensive
null
3
351
1
2022-12-01 15:21:39.209847
Good
No
Daily
House
984
1,177,448
58
Female
23,292
Divorced
2
High School
Employed
5.686404
Urban
Premium
1
0
693
9
2024-02-22 15:21:39.212862
Poor
No
Monthly
Condo
956
1,177,449
59
Female
20,891
Single
3
High School
Employed
25.907603
Suburban
Comprehensive
null
3
562
1
2024-01-10 15:21:39.134960
Average
Yes
Weekly
House
656
1,177,450
22
Female
16,861
Divorced
1
High School
null
21.496722
Urban
Comprehensive
1
7
602
9
2023-03-21 15:21:39.134960
Good
No
Weekly
Condo
828
1,177,451
64
Female
12,345
Married
0
Bachelor's
Unemployed
14.928135
Urban
Basic
0
5
734
7
2021-07-01 15:21:39.250151
Poor
No
Daily
House
728
1,177,452
24
Female
2,814
Married
3
High School
null
9.184846
Urban
Premium
1
17
472
2
2020-10-20 15:21:39.224915
Average
No
Daily
Apartment
1,037
1,177,453
37
Male
52,406
Married
2
Bachelor's
Self-Employed
42.528821
Rural
Basic
0
15
518
3
2020-03-02 15:21:39.248098
Poor
Yes
Rarely
Condo
327
1,177,454
31
Male
8,432
Married
1
High School
Employed
38.161048
Rural
Comprehensive
0
5
642
6
2020-09-03 15:21:39.278402
Good
Yes
Daily
Apartment
1,531
1,177,455
32
Female
2,907
Divorced
1
PhD
Employed
19.835109
Rural
Basic
3
13
599
1
2023-06-28 15:21:39.247098
Poor
No
Daily
Condo
1,766
1,177,456
60
Male
1,267
Single
4
Bachelor's
null
16.720969
Urban
Premium
0
14
685
4
2023-04-29 15:21:39.265513
Average
Yes
Monthly
Condo
28
1,177,457
44
Male
43,880
Divorced
2
High School
null
15.067174
Suburban
Comprehensive
1
14
671
6
2021-06-09 15:21:39.181605
Average
No
Monthly
Condo
878
1,177,458
56
Female
35,501
Single
4
High School
Unemployed
12.87213
Urban
Comprehensive
null
14
492
6
2024-03-20 15:21:39.134960
Good
No
Daily
Condo
2,094
1,177,459
43
Female
26,939
Married
4
PhD
null
27.845006
Suburban
Comprehensive
0
10
511
2
2023-12-26 15:21:39.172097
Poor
Yes
Rarely
Condo
1,238
1,177,460
57
Male
46,478
Single
3
Bachelor's
null
9.508976
Suburban
Basic
null
3
417
2
2020-04-30 15:21:39.247098
Average
Yes
Rarely
Condo
1,149
1,177,461
53
Male
17,553
Divorced
1
Master's
Unemployed
27.159842
Urban
Basic
0
17
466
3
2019-11-19 15:21:39.155231
Poor
No
Daily
Apartment
920
1,177,462
25
Male
60,974
Married
2
Bachelor's
Self-Employed
38.865378
Suburban
Basic
0
5
388
8
2024-07-30 15:21:39.134960
Poor
No
Daily
House
2,558
1,177,463
32
Male
14,058
Divorced
null
High School
Employed
null
Rural
Comprehensive
2
13
706
9
2024-04-20 15:21:39.285112
Poor
Yes
Weekly
Condo
749
1,177,464
61
Male
988
Divorced
1
Master's
null
null
Rural
Premium
null
15
694
4
2021-01-22 15:21:39.221386
Average
No
Daily
House
2,698
1,177,465
20
Female
3,655
Married
4
High School
Self-Employed
7.859222
Suburban
Premium
2
14
801
4
2022-05-27 15:21:39.271453
Poor
No
Weekly
Apartment
2,095
1,177,466
38
Female
39,069
Married
0
Bachelor's
null
25.945954
Urban
Comprehensive
1
11
452
7
2020-10-05 15:21:39.219432
Average
No
Rarely
House
2,040
1,177,467
27
Female
1,405
Divorced
2
High School
Employed
31.805481
Suburban
Basic
0
11
501
4
2021-08-02 15:21:39.079128
Poor
Yes
Daily
House
1,822
1,177,468
51
Male
14,863
Married
3
Master's
Employed
15.923669
Rural
Comprehensive
1
18
732
5
2020-11-11 15:21:39.086123
Poor
Yes
Monthly
House
1,801
1,177,469
48
Male
27,982
Married
3
High School
null
20.891575
Rural
Premium
2
14
491
2
2021-07-06 15:21:39.102694
Good
No
Monthly
Apartment
619
1,177,470
42
Male
13,719
Divorced
0
PhD
null
31.860869
Urban
Basic
1
12
326
5
2024-03-02 15:21:39.134960
Poor
Yes
Monthly
House
519
1,177,471
40
Female
106,583
null
3
High School
Employed
9.265789
Rural
Basic
4
11
336
4
2023-05-19 15:21:39.217387
Average
Yes
Daily
Apartment
524
1,177,472
30
Male
38,212
Single
null
High School
Unemployed
18.405797
Rural
Premium
0
14
381
5
2022-08-16 15:21:39.102694
Good
Yes
Monthly
Condo
2,034
1,177,473
55
Female
97,926
null
0
PhD
null
14.013565
Suburban
Comprehensive
0
1
310
9
2023-09-02 15:21:39.154008
Poor
Yes
Rarely
Condo
1,449
1,177,474
44
Male
2,628
Single
1
Master's
null
null
Suburban
Comprehensive
null
9
null
4
2020-06-09 15:21:39.085129
Average
No
Daily
House
1,668
1,177,475
18
Female
10,176
Divorced
2
High School
Unemployed
19.527209
Suburban
Comprehensive
1
4
479
9
2023-04-02 15:21:39.184157
Good
No
Weekly
Apartment
36
1,177,476
30
Male
46,239
Single
4
Bachelor's
Employed
12.947768
Urban
Comprehensive
1
14
389
9
2020-03-31 15:21:39.182597
Average
No
Weekly
Apartment
1,062
1,177,477
30
Male
7,853
Single
1
PhD
Unemployed
30.058142
Rural
Basic
null
14
451
6
2022-03-27 15:21:39.143708
Average
No
Monthly
House
554
1,177,478
22
Female
30,913
Single
null
Bachelor's
Employed
28.868441
Urban
Comprehensive
0
10
839
4
2024-01-24 15:21:39.171102
Poor
Yes
Monthly
Condo
1,063
1,177,479
43
Male
4,838
Single
3
Master's
Unemployed
12.67108
Rural
Premium
3
13
476
3
2021-07-07 15:21:39.149731
Good
No
Weekly
Condo
22
1,177,480
45
Female
138,855
Married
1
High School
Self-Employed
9.393405
Urban
Premium
2
11
442
6
2023-11-06 15:21:39.122134
Average
No
Rarely
Apartment
1,844
1,177,481
62
Female
44,811
Married
null
High School
Self-Employed
23.85481
Suburban
Premium
null
16
646
9
2022-11-24 15:21:39.246098
Average
No
Daily
Condo
2,468
1,177,482
61
Female
82,239
Married
3
Master's
null
51.051844
Suburban
Basic
1
3
454
4
2020-07-09 15:21:39.155231
Average
Yes
Weekly
Condo
1,195
1,177,483
45
Male
7,095
Divorced
3
Master's
Employed
27.569603
Rural
Comprehensive
0
12
796
3
2022-01-12 15:21:39.264504
Poor
Yes
Weekly
House
669
1,177,484
43
Male
26,355
Single
4
Master's
Employed
22.884489
Suburban
Premium
0
18
509
3
2021-10-04 15:21:39.174719
Good
No
Weekly
House
454
1,177,485
36
Female
24,249
Married
1
Bachelor's
Unemployed
29.379978
Rural
Comprehensive
null
6
602
8
2024-03-25 15:21:39.091080
Average
Yes
Daily
Apartment
571
1,177,486
33
Female
70,598
Single
0
High School
Self-Employed
39.689827
Urban
Premium
null
14
366
6
2021-11-16 15:21:39.180553
Average
No
Daily
Apartment
20
1,177,487
60
Female
34,125
Single
3
Bachelor's
Unemployed
35.276712
Urban
Comprehensive
1
4
810
7
2022-01-03 15:21:39.090124
Poor
Yes
Weekly
House
1,253
1,177,488
46
Female
733
Married
3
High School
Self-Employed
null
Suburban
Basic
null
5
644
4
2024-05-20 15:21:39.236064
Average
No
Daily
Condo
1,061
1,177,489
26
Male
10,010
Divorced
2
PhD
null
18.360124
Urban
Comprehensive
null
19
498
5
2023-01-02 15:21:39.132191
Average
No
Weekly
House
32
1,177,490
33
Male
18,443
Married
2
High School
null
14.165068
Urban
Comprehensive
null
2
749
6
2021-08-02 15:21:39.098696
Good
No
Weekly
Condo
1,479
1,177,491
60
Female
131,209
Divorced
1
Master's
Self-Employed
50.987588
Suburban
Basic
2
5
621
3
2022-12-24 15:21:39.134960
Poor
No
Weekly
House
2,038
1,177,492
32
Female
38,782
Single
4
Master's
Self-Employed
9.558947
Rural
Comprehensive
null
7
590
7
2023-02-02 15:21:39.134960
Average
No
Daily
Condo
1,255
1,177,493
26
Female
5,839
Single
null
High School
null
13.976004
Suburban
Basic
0
16
833
5
2023-02-11 15:21:39.144722
Average
Yes
Weekly
House
2,133
1,177,494
49
Male
4,938
Married
3
Master's
Unemployed
50.075819
Suburban
Comprehensive
1
13
486
3
2024-04-08 15:21:39.237118
Average
No
Monthly
Condo
940
1,177,495
21
Female
644
Divorced
0
PhD
Self-Employed
18.829697
Urban
Premium
1
2
693
5
2021-03-25 15:21:39.168099
Average
Yes
Weekly
Apartment
2,195
1,177,496
41
Male
62,601
Divorced
2
Master's
Self-Employed
37.798888
Urban
Comprehensive
1
2
352
7
2022-10-29 15:21:39.134960
Good
Yes
Monthly
House
2,147
1,177,497
52
Female
27,151
Married
3
Bachelor's
Unemployed
13.865314
Rural
Comprehensive
null
11
732
9
2020-07-14 15:21:39.185215
Poor
No
Daily
Apartment
732
1,177,498
61
Male
37,663
Divorced
0
Bachelor's
Employed
null
Suburban
Comprehensive
2
4
773
2
2024-02-26 15:21:39.126661
Average
No
Monthly
House
1,091
1,177,499
63
Male
5,544
Single
4
PhD
Unemployed
45.868777
Suburban
Comprehensive
1
15
703
6
2019-12-03 15:21:39.155231
Poor
No
Daily
House
1,068