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
30,300
44
Male
9,962
Married
0
PhD
null
37.844247
Suburban
Premium
3
9
515
6
2023-07-24 15:21:39.155231
Poor
No
Monthly
Condo
26
30,301
61
Male
12,881
Single
null
High School
Employed
42.079527
Rural
Basic
2
18
709
4
2023-02-07 15:21:39.134960
Poor
No
Daily
Apartment
664
30,302
46
Female
14,092
Single
3
Master's
null
23.392828
Suburban
Premium
1
18
728
2
2023-04-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,089
30,303
62
Female
25,373
Married
3
High School
Unemployed
38.131302
Suburban
Comprehensive
null
9
478
1
2019-10-18 15:21:39.168099
Good
No
Weekly
Condo
1,479
30,304
21
Female
59,929
Single
null
High School
Employed
39.8795
Urban
Basic
2
11
309
7
2020-03-23 15:21:39.134960
Average
Yes
Weekly
Apartment
1,721
30,305
21
Female
72,823
Divorced
1
PhD
Self-Employed
32.293589
Rural
Premium
2
17
534
4
2023-08-03 15:21:39.134960
Poor
Yes
Weekly
Apartment
2,781
30,306
24
Male
1,460
Single
3
High School
null
32.814627
Rural
Premium
0
8
424
5
2024-05-01 15:21:39.251142
Good
No
Daily
Condo
1,601
30,307
25
Female
20,639
Single
0
Bachelor's
Employed
28.68981
Rural
Basic
null
6
null
4
2024-03-26 15:21:39.290098
Good
No
Monthly
Condo
781
30,308
null
Female
28,883
Married
2
Master's
Unemployed
9.624764
Urban
Comprehensive
0
13
713
4
2020-04-09 15:21:39.099739
Poor
Yes
Rarely
Condo
919
30,309
48
Female
40,487
Single
3
High School
Self-Employed
11.69013
Rural
Comprehensive
null
4
462
9
2023-04-15 15:21:39.173834
null
No
Monthly
House
49
30,310
35
Male
29,460
Married
3
PhD
Unemployed
22.088887
Urban
Basic
null
17
810
7
2021-10-25 15:21:39.122134
Average
Yes
Weekly
Apartment
2,140
30,311
63
Female
26,862
Married
4
Bachelor's
Self-Employed
40.990216
Urban
Premium
null
15
767
4
2020-10-05 15:21:39.088124
Average
No
Weekly
Condo
1,746
30,312
59
Female
17,982
Divorced
3
Bachelor's
Self-Employed
22.677529
Urban
Comprehensive
1
8
420
4
2023-01-02 15:21:39.271453
Average
No
Daily
House
828
30,313
60
Female
5,837
Married
2
Master's
Employed
15.753905
Suburban
Comprehensive
3
3
834
7
2023-05-26 15:21:39.147735
Good
No
Weekly
Condo
2,156
30,314
57
Female
3,133
Married
2
Master's
Employed
24.07857
Urban
Basic
null
2
639
1
2022-01-01 15:21:39.187211
null
No
Monthly
Condo
1,143
30,315
39
Male
7,051
Single
4
High School
null
29.869425
Urban
Premium
null
16
636
6
2019-10-14 15:21:39.285112
Poor
No
Monthly
House
1,623
30,316
21
Male
16,054
Married
2
Bachelor's
Self-Employed
7.854686
Urban
Basic
null
15
551
7
2022-05-13 15:21:39.279729
Average
Yes
Weekly
House
479
30,317
28
Male
40,235
Married
0
Master's
Self-Employed
14.286038
Suburban
Basic
0
6
null
7
2020-05-11 15:21:39.188220
Good
No
Rarely
Condo
396
30,318
54
Female
142,881
Divorced
2
Master's
Unemployed
21.068826
Suburban
Basic
null
15
705
2
2021-01-07 15:21:39.145732
Average
Yes
Weekly
Condo
61
30,319
41
Male
35,139
Married
1
Bachelor's
Unemployed
43.884424
Urban
Comprehensive
0
19
784
8
2021-11-16 15:21:39.155231
Average
No
Weekly
Condo
461
30,320
27
Female
25,776
Divorced
0
High School
Employed
23.610095
Rural
Comprehensive
1
8
437
5
2020-12-27 15:21:39.276901
Poor
No
Weekly
Condo
634
30,321
56
Female
16,210
Single
0
Master's
Self-Employed
23.859277
Rural
Basic
2
11
731
8
2023-05-14 15:21:39.079128
Poor
No
Daily
House
591
30,322
34
Male
18,704
Divorced
2
PhD
Employed
35.417717
Rural
Basic
1
6
704
6
2020-04-17 15:21:39.097737
Good
Yes
Daily
Condo
1,332
30,323
38
Female
7,982
Married
1
PhD
Self-Employed
22.988171
Suburban
Basic
null
8
757
9
2022-08-11 15:21:39.155231
Average
No
Rarely
Condo
825
30,324
37
Male
26,983
Divorced
3
Bachelor's
null
13.94468
Suburban
Premium
0
0
648
5
2022-08-01 15:21:39.134960
Average
Yes
Weekly
Apartment
1,142
30,325
48
Male
71,685
null
3
PhD
Self-Employed
33.485588
Urban
Premium
1
6
382
8
2020-03-12 15:21:39.175719
Good
Yes
Weekly
Apartment
852
30,326
31
Female
26,065
Divorced
4
Master's
Unemployed
8.794509
Rural
Comprehensive
null
5
367
4
2022-12-03 15:21:39.134960
Poor
Yes
Monthly
House
925
30,327
63
Male
44,270
Married
3
High School
Employed
8.627916
Suburban
Comprehensive
0
12
772
3
2024-01-08 15:21:39.175719
Poor
No
Weekly
Condo
1,393
30,328
20
Female
26,655
Divorced
2
High School
Self-Employed
14.12708
Suburban
Premium
null
16
389
3
2022-07-25 15:21:39.110557
Average
No
Weekly
Condo
1,104
30,329
64
Male
9,377
Single
1
PhD
null
4.64826
Urban
Basic
0
16
623
7
2023-12-24 15:21:39.125660
Poor
Yes
Rarely
House
1,516
30,330
35
Female
95,535
Single
null
PhD
Self-Employed
18.939012
Urban
Basic
0
19
364
1
2020-05-02 15:21:39.155231
Good
No
Monthly
Condo
1,297
30,331
63
Female
3,638
null
1
Bachelor's
Unemployed
32.715998
Rural
Comprehensive
2
5
600
8
2022-04-22 15:21:39.237118
Good
No
Rarely
Condo
1,094
30,332
22
Male
514
Divorced
1
Bachelor's
null
3.863323
Suburban
Comprehensive
1
5
522
9
2023-06-06 15:21:39.177724
Poor
Yes
Weekly
House
29
30,333
56
Female
2,778
Divorced
3
PhD
Employed
32.718719
Urban
Comprehensive
1
19
511
4
2023-06-23 15:21:39.226954
Poor
No
Monthly
House
25
30,334
47
Male
7,096
Married
2
High School
null
34.937887
Rural
Basic
3
18
765
5
2021-01-09 15:21:39.154008
Average
No
Rarely
Condo
462
30,335
33
Female
102,300
Married
3
High School
Unemployed
22.829109
Suburban
Comprehensive
1
1
null
1
2023-06-22 15:21:39.132191
Good
Yes
Rarely
House
362
30,336
18
Male
20,982
Married
2
High School
null
8.185818
Urban
Basic
2
10
462
5
2022-09-29 15:21:39.126661
Average
No
Monthly
Condo
1,055
30,337
26
Male
34,372
Single
2
High School
Self-Employed
30.727729
Suburban
Comprehensive
1
16
543
6
2020-07-13 15:21:39.134960
Poor
No
Rarely
Condo
1,759
30,338
64
Male
3,518
Divorced
0
Master's
null
null
Rural
Premium
0
9
705
8
2020-08-07 15:21:39.134960
Poor
No
Weekly
Apartment
519
30,339
55
Male
1,204
Married
4
PhD
Employed
17.595801
Suburban
Basic
0
7
null
4
2024-05-20 15:21:39.274993
null
Yes
Rarely
House
706
30,340
32
Female
51,867
Divorced
4
PhD
null
29.058865
Suburban
Basic
null
8
707
1
2020-08-17 15:21:39.113566
Good
Yes
Daily
House
201
30,341
60
Male
46,300
Single
3
Bachelor's
Self-Employed
29.933409
Rural
Premium
1
15
null
1
2019-12-13 15:21:39.155231
Good
Yes
Monthly
Apartment
1,826
30,342
27
Male
145,982
Married
4
High School
Self-Employed
16.95512
Rural
Comprehensive
0
19
363
4
2022-07-03 15:21:39.155231
Good
No
Weekly
Apartment
773
30,343
53
Female
2,065
Married
1
High School
Employed
50.664513
Urban
Premium
2
15
824
4
2020-11-08 15:21:39.150730
Poor
No
Daily
Condo
739
30,344
32
Male
24,652
Married
1
PhD
Employed
22.365787
Suburban
Comprehensive
2
13
null
9
2020-07-25 15:21:39.111551
Poor
Yes
Daily
Condo
924
30,345
23
Female
14,047
Married
3
Bachelor's
Self-Employed
24.78574
Urban
Comprehensive
null
9
583
3
2023-09-25 15:21:39.134960
Average
No
Monthly
House
1,016
30,346
51
Female
4,088
Single
4
High School
Self-Employed
20.884855
Urban
Basic
1
8
763
4
2021-12-19 15:21:39.122134
Good
Yes
Daily
Apartment
84
30,347
47
Female
15,776
Married
3
High School
Self-Employed
37.719032
Urban
Comprehensive
null
16
751
6
2020-04-17 15:21:39.143708
Good
Yes
Weekly
House
564
30,348
33
Male
141,289
null
4
High School
Employed
23.683871
Suburban
Basic
0
18
484
3
2021-10-17 15:21:39.098696
Good
Yes
Monthly
Apartment
603
30,349
59
Male
7,087
Married
3
Master's
Self-Employed
11.633136
Rural
Premium
1
12
752
9
2023-11-13 15:21:39.250151
Average
No
Monthly
House
735
30,350
31
Male
9,981
Married
3
High School
Self-Employed
12.013345
Suburban
Comprehensive
2
14
552
6
2022-05-16 15:21:39.096739
Poor
Yes
Weekly
Condo
264
30,351
30
Male
15,862
Divorced
3
High School
Employed
null
Rural
Comprehensive
null
6
null
9
2022-08-06 15:21:39.094752
Poor
No
Daily
Apartment
1,320
30,352
25
Female
15,136
Married
4
Master's
null
21.282999
Suburban
Basic
2
13
null
3
2023-08-23 15:21:39.237118
Poor
No
Rarely
Apartment
1,379
30,353
26
Male
40,617
Single
0
Bachelor's
null
34.455762
Rural
Comprehensive
0
16
474
7
2022-08-02 15:21:39.102694
Poor
No
Weekly
Apartment
788
30,354
38
Male
43,989
Married
4
High School
Self-Employed
19.396835
Urban
Comprehensive
1
3
648
8
2020-01-05 15:21:39.128286
Average
Yes
Daily
Apartment
542
30,355
33
Female
5,812
Divorced
0
Bachelor's
Employed
47.88294
Urban
Comprehensive
1
14
424
9
2020-04-04 15:21:39.202448
Average
Yes
Monthly
Condo
618
30,356
57
Male
94,994
Married
0
High School
null
41.077395
Suburban
Premium
null
15
326
6
2019-12-03 15:21:39.097737
Poor
No
Daily
House
67
30,357
21
Female
8,040
Married
1
Bachelor's
Self-Employed
14.026521
Urban
Basic
null
14
367
9
2022-09-22 15:21:39.108562
Average
No
Rarely
House
1,643
30,358
25
Female
36,301
Single
1
Master's
Unemployed
13.44691
Suburban
Basic
null
3
null
4
2023-01-19 15:21:39.134960
Good
No
Rarely
Apartment
648
30,359
27
Male
1,807
Single
0
Bachelor's
Unemployed
39.879313
Rural
Basic
1
13
null
2
2020-05-12 15:21:39.285112
Poor
No
Rarely
Apartment
112
30,360
null
Male
79,867
Married
3
PhD
Unemployed
5.826594
Suburban
Comprehensive
null
16
405
6
2023-04-26 15:21:39.232526
Average
Yes
Daily
House
1,140
30,361
58
Female
5,864
null
4
Master's
Employed
29.383365
Suburban
Premium
0
3
null
5
2023-07-30 15:21:39.126661
Average
Yes
Monthly
Condo
3,472
30,362
51
Female
100,875
Single
null
Bachelor's
null
16.927591
Rural
Comprehensive
0
8
326
5
2024-08-14 15:21:39.131192
Average
No
Monthly
House
1,006
30,363
26
Male
599
Single
0
Bachelor's
Self-Employed
33.918798
Rural
Comprehensive
1
16
623
1
2023-08-27 15:21:39.237118
Poor
Yes
Weekly
Condo
394
30,364
31
Male
90,914
Divorced
1
Bachelor's
Employed
32.120665
Suburban
Basic
2
6
null
3
2019-12-07 15:21:39.106582
Poor
Yes
Rarely
Condo
2,141
30,365
46
Female
109,907
Married
3
Bachelor's
null
14.939687
Urban
Comprehensive
0
4
null
3
2024-05-19 15:21:39.174719
Good
Yes
Monthly
Apartment
391
30,366
53
Male
16,082
Single
4
Master's
Self-Employed
14.974678
Suburban
Premium
0
10
null
5
2021-06-15 15:21:39.133866
Good
No
Monthly
House
1,630
30,367
24
Male
26,127
Single
3
Bachelor's
Employed
39.926632
Rural
Basic
0
15
475
5
2021-11-29 15:21:39.171102
Good
No
Daily
Apartment
657
30,368
20
Male
44,130
Single
4
Bachelor's
Unemployed
12.078268
Suburban
Basic
0
8
438
8
2021-12-20 15:21:39.155231
Poor
Yes
Daily
House
567
30,369
49
Female
36,006
Single
2
High School
null
8.927573
Urban
Comprehensive
1
14
null
5
2021-08-17 15:21:39.134960
Poor
Yes
Weekly
Apartment
508
30,370
52
Male
3,231
Divorced
null
Bachelor's
null
7.878271
Urban
Premium
0
11
586
3
2023-09-02 15:21:39.155231
Poor
No
Monthly
House
2,493
30,371
40
Female
52,410
Married
3
Master's
Employed
12.064134
Rural
Basic
1
5
422
5
2020-02-06 15:21:39.168099
Average
Yes
Daily
Condo
1,461
30,372
21
Female
4,511
Married
3
High School
Unemployed
18.735685
Suburban
Basic
0
13
319
1
2024-01-06 15:21:39.149731
Good
Yes
Daily
House
1,531
30,373
29
Female
9,058
Divorced
4
High School
null
36.559065
Suburban
Premium
null
14
551
5
2020-01-24 15:21:39.120168
Good
No
Weekly
Condo
822
30,374
29
Female
3,408
Divorced
3
Bachelor's
Unemployed
17.446699
Urban
Premium
1
19
624
1
2021-12-05 15:21:39.155231
Poor
No
Weekly
Apartment
27
30,375
62
Male
18,405
Single
4
Bachelor's
null
15.061088
Suburban
Basic
null
15
734
3
2021-10-23 15:21:39.288099
null
Yes
Rarely
Apartment
2,386
30,376
56
Male
null
Married
4
Bachelor's
Employed
19.919394
Urban
Basic
null
18
null
3
2020-04-22 15:21:39.261856
Average
Yes
Daily
Condo
65
30,377
53
Male
80,746
Divorced
3
High School
Unemployed
18.068932
Suburban
Premium
0
12
339
4
2019-08-22 15:21:39.222387
Poor
Yes
Weekly
Condo
86
30,378
41
Female
599
Single
null
High School
Self-Employed
null
Urban
Premium
0
1
553
5
2024-07-29 15:21:39.164044
Poor
No
Daily
House
912
30,379
39
Female
41,652
Married
1
High School
null
10.076707
Rural
Comprehensive
0
8
742
4
2024-02-01 15:21:39.204790
Poor
No
Daily
House
661
30,380
29
Male
4,848
Married
1
High School
null
16.293477
Rural
Premium
1
16
420
8
2022-08-05 15:21:39.106582
Poor
No
Rarely
Condo
563
30,381
63
Female
24,330
Divorced
0
PhD
Unemployed
null
Rural
Premium
0
8
477
1
2023-06-06 15:21:39.208842
Good
No
Weekly
Condo
566
30,382
23
Male
16,815
Married
2
Master's
Unemployed
10.935386
Urban
Comprehensive
1
8
838
8
2020-11-13 15:21:39.155231
Average
Yes
Daily
Condo
710
30,383
54
Female
6,898
Divorced
0
Bachelor's
null
47.964751
Suburban
Comprehensive
1
11
810
4
2019-11-23 15:21:39.191219
Average
No
Monthly
Condo
1,432
30,384
32
Female
13,252
Divorced
2
Master's
Employed
31.444986
Suburban
Premium
2
3
797
4
2022-08-13 15:21:39.183598
Average
Yes
Weekly
Condo
2,668
30,385
44
Male
1,030
Single
null
Bachelor's
Employed
18.659739
Rural
Premium
2
14
407
5
2023-08-20 15:21:39.215386
Average
Yes
Rarely
Condo
1,402
30,386
24
Male
117,618
Single
2
High School
Employed
39.549433
Suburban
Premium
0
11
424
7
2024-02-25 15:21:39.228521
Average
Yes
Daily
Condo
873
30,387
42
Female
61,529
Single
0
High School
Employed
null
Urban
Comprehensive
null
19
723
7
2021-11-03 15:21:39.264504
Poor
No
Daily
House
2,525
30,388
20
Male
1,270
Single
4
Master's
Unemployed
20.974348
Rural
Basic
0
0
485
1
2024-02-27 15:21:39.237118
Good
No
Weekly
Condo
811
30,389
19
Female
93,837
Married
1
Bachelor's
Unemployed
11.691249
Urban
Basic
2
18
607
5
2022-05-21 15:21:39.134960
Good
Yes
Weekly
Condo
112
30,390
30
Male
43,789
Divorced
null
Master's
Employed
7.239346
Suburban
Premium
2
11
748
4
2020-10-02 15:21:39.122134
null
No
Monthly
House
1,758
30,391
63
Male
28,372
Divorced
4
Bachelor's
null
36.938662
Suburban
Basic
0
1
null
6
2023-02-13 15:21:39.112553
Good
No
Rarely
Condo
663
30,392
29
Male
92,660
Single
2
PhD
Self-Employed
21.845338
Rural
Premium
2
7
756
3
2023-03-28 15:21:39.266452
Poor
Yes
Daily
House
2,137
30,393
50
Female
97,589
Single
0
Master's
Employed
8.858011
Urban
Basic
2
17
518
6
2024-03-24 15:21:39.092127
Good
No
Monthly
Apartment
3,364
30,394
63
Female
48,888
Single
3
Bachelor's
Employed
26.293662
Rural
Premium
1
14
303
6
2022-08-30 15:21:39.095696
Average
Yes
Monthly
Apartment
695
30,395
51
Male
38,326
Divorced
1
High School
null
33.596637
Urban
Premium
1
6
718
3
2024-06-05 15:21:39.090124
Poor
No
Monthly
Apartment
1,327
30,396
23
Female
5,962
Married
1
PhD
Unemployed
34.448621
Rural
Premium
null
5
739
8
2020-12-06 15:21:39.237118
Good
No
Weekly
House
1,038
30,397
33
Male
15,009
Divorced
0
Bachelor's
Unemployed
15.813501
Urban
Premium
null
9
752
4
2021-12-04 15:21:39.172097
Poor
Yes
Rarely
Apartment
455
30,398
32
Male
9,034
Married
3
Master's
null
43.867614
Rural
Premium
null
17
758
1
2021-06-28 15:21:39.204790
Poor
Yes
Weekly
House
3,269
30,399
null
Female
5,055
Divorced
3
PhD
Unemployed
39.882891
Rural
Comprehensive
0
11
null
2
2021-10-12 15:21:39.254678
Poor
No
Monthly
Condo
564