id
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0
1.2M
Age
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18
64
Gender
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2 values
Annual Income
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1
150k
Marital Status
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3 values
Number of Dependents
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0
4
Education Level
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4 values
Occupation
stringclasses
3 values
Health Score
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2.01
59
Location
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3 values
Policy Type
stringclasses
3 values
Previous Claims
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0
9
Vehicle Age
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0
19
Credit Score
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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
500
35
Female
39,428
Married
4
Master's
null
12.6095
Rural
Premium
1
6
775
4
2022-03-04 15:21:39.134960
Poor
No
Weekly
House
1,616
501
28
Male
54,745
Divorced
4
PhD
Employed
7.785723
Urban
Basic
2
4
326
5
2020-01-24 15:21:39.211806
Poor
No
Weekly
House
1,003
502
23
Female
54,561
Married
1
High School
null
6.820048
Suburban
Basic
null
7
375
7
2023-03-05 15:21:39.122134
null
Yes
Weekly
House
1,609
503
34
Male
null
Single
4
Bachelor's
null
18.79779
Suburban
Comprehensive
null
11
758
2
2021-05-13 15:21:39.279729
Poor
Yes
Weekly
Condo
399
504
39
Female
33,132
Single
null
Master's
Employed
16.606024
Rural
Comprehensive
0
1
559
4
2023-07-23 15:21:39.285112
Average
No
Weekly
Condo
463
505
41
Female
7,077
Divorced
3
PhD
null
25.633992
Suburban
Comprehensive
0
2
null
3
2020-01-17 15:21:39.171102
Good
No
Rarely
Condo
722
506
39
Male
38,902
Divorced
3
PhD
Employed
12.942176
Suburban
Basic
null
3
728
5
2022-11-24 15:21:39.133866
Poor
Yes
Monthly
Condo
156
507
58
Male
34,867
Single
3
Master's
Self-Employed
27.756721
Rural
Premium
1
6
null
6
2024-01-29 15:21:39.155231
Average
Yes
Daily
Apartment
111
508
46
Female
45,266
Divorced
4
Bachelor's
Unemployed
24.867015
Urban
Premium
1
3
585
2
2022-10-10 15:21:39.147735
Good
No
Rarely
Condo
472
509
32
Female
27,731
Divorced
3
Bachelor's
Self-Employed
41.641205
Rural
Premium
0
2
431
9
2019-10-28 15:21:39.257696
Good
Yes
Rarely
Apartment
539
510
33
Male
2,673
Single
2
High School
Employed
25.067987
Urban
Basic
null
19
302
1
2024-08-12 15:21:39.148733
Average
No
Weekly
Apartment
1,174
511
49
Male
44,945
Divorced
0
PhD
Unemployed
11.078334
Urban
Comprehensive
0
17
587
5
2023-02-21 15:21:39.237118
Good
Yes
Rarely
Apartment
631
512
51
Male
null
Divorced
null
Bachelor's
Employed
25.594554
Rural
Basic
0
2
349
3
2021-04-11 15:21:39.246098
Good
Yes
Weekly
Apartment
121
513
27
Male
28,688
Married
0
Master's
Self-Employed
24.584403
Urban
Comprehensive
0
18
null
7
2022-09-17 15:21:39.237118
Good
No
Rarely
House
675
514
52
Female
29,206
Divorced
3
PhD
Unemployed
12.686639
Rural
Basic
null
6
665
6
2021-12-02 15:21:39.134960
Poor
No
Weekly
House
993
515
27
Female
6,978
Married
3
Bachelor's
Self-Employed
30.441437
Rural
Comprehensive
0
1
382
6
2023-12-22 15:21:39.219432
Poor
Yes
Rarely
Apartment
1,561
516
44
Female
21,490
Divorced
4
Bachelor's
Unemployed
40.10228
Rural
Premium
1
18
532
9
2023-02-03 15:21:39.257696
Average
Yes
Weekly
Condo
942
517
28
Male
36,806
Divorced
3
Master's
Self-Employed
11.572746
Rural
Basic
null
14
393
8
2023-07-16 15:21:39.219432
Poor
Yes
Rarely
Apartment
35
518
62
Female
10,098
Divorced
null
PhD
Self-Employed
37.898472
Rural
Basic
0
7
774
8
2022-10-03 15:21:39.082499
Poor
Yes
Monthly
Condo
1,356
519
41
Female
15,151
Married
2
PhD
null
35.276491
Urban
Premium
null
0
596
9
2020-09-07 15:21:39.237118
Poor
No
Weekly
House
1,210
520
47
Female
29,614
Single
null
Master's
Unemployed
12.434723
Rural
Basic
null
13
810
3
2020-08-24 15:21:39.194829
Good
No
Daily
Apartment
834
521
62
Female
70,383
Married
0
Master's
Self-Employed
47.479909
Suburban
Comprehensive
0
12
339
8
2023-10-22 15:21:39.208842
Poor
No
Weekly
House
2,082
522
47
Female
914
Divorced
1
Bachelor's
null
7.75371
Suburban
Premium
null
12
727
4
2022-09-25 15:21:39.134960
null
No
Rarely
Apartment
514
523
57
Male
898
Single
0
Bachelor's
Unemployed
33.540418
Suburban
Premium
4
17
463
8
2021-10-13 15:21:39.094752
Poor
No
Rarely
Apartment
864
524
30
Male
10,048
Married
1
PhD
Self-Employed
41.593344
Suburban
Comprehensive
1
13
329
8
2020-03-12 15:21:39.278402
Good
Yes
Weekly
Apartment
29
525
30
Male
15,803
Married
4
High School
Employed
8.876165
Suburban
Premium
0
15
516
9
2023-03-30 15:21:39.231531
Poor
Yes
Monthly
House
661
526
27
Male
35,200
Single
4
PhD
Self-Employed
12.71599
Suburban
Comprehensive
null
3
689
8
2023-08-22 15:21:39.168099
Good
Yes
Weekly
Condo
1,447
527
54
Male
120,563
Single
4
High School
Employed
51.824736
Rural
Basic
1
10
622
9
2021-11-26 15:21:39.155231
Good
No
Rarely
Condo
2,534
528
56
Female
28,256
Single
0
PhD
Employed
null
Rural
Basic
null
2
573
4
2022-09-18 15:21:39.086123
Poor
Yes
Daily
House
928
529
20
Female
4,420
Single
0
Master's
Self-Employed
13.691684
Rural
Basic
1
11
730
2
2024-03-25 15:21:39.197445
Average
Yes
Daily
Condo
184
530
52
Female
37,407
Single
4
PhD
Unemployed
15.176977
Suburban
Basic
1
10
449
9
2022-07-02 15:21:39.172097
Average
Yes
Weekly
House
23
531
25
Female
null
Single
1
PhD
null
17.819126
Rural
Comprehensive
1
7
454
2
2019-11-12 15:21:39.194829
Poor
Yes
Daily
Apartment
549
532
60
Male
993
Divorced
4
High School
Employed
27.887481
Rural
Comprehensive
0
9
304
9
2023-02-03 15:21:39.134960
Good
No
Daily
Condo
943
533
21
Female
90,412
Divorced
2
PhD
Self-Employed
32.88876
Rural
Basic
null
14
415
3
2024-04-03 15:21:39.134960
Poor
No
Weekly
Condo
2,680
534
52
Male
88,655
Married
3
Bachelor's
Self-Employed
17.716559
Urban
Premium
null
15
440
1
2020-01-31 15:21:39.134960
Good
No
Monthly
House
535
535
62
Female
45,907
Married
4
PhD
null
10.94641
Urban
Premium
0
18
784
4
2024-06-09 15:21:39.134960
Poor
Yes
Weekly
Condo
1,071
536
40
Male
35,273
Divorced
3
Master's
Employed
48.888878
Suburban
Basic
null
17
791
6
2023-01-22 15:21:39.208842
Poor
No
Rarely
Condo
481
537
62
Male
9,051
Divorced
0
Master's
Employed
11.836791
Suburban
Comprehensive
0
1
817
6
2024-08-02 15:21:39.181605
Good
No
Weekly
House
1,054
538
null
Female
18,059
Divorced
2
Bachelor's
null
8.795822
Suburban
Comprehensive
null
10
843
3
2019-11-14 15:21:39.250151
Good
No
Monthly
Condo
1,218
539
60
Male
12,096
Single
0
PhD
Employed
21.769694
Rural
Basic
0
9
null
8
2021-11-27 15:21:39.237118
Good
Yes
Weekly
House
1,174
540
50
Female
84,712
Married
null
Bachelor's
Employed
11.696596
Urban
Premium
null
4
349
3
2019-09-17 15:21:39.123711
Good
No
Daily
Condo
539
541
33
Male
120,961
Married
3
PhD
Unemployed
19.583695
Urban
Basic
0
16
445
3
2023-06-06 15:21:39.261856
Poor
No
Rarely
House
445
542
56
Female
817
Divorced
3
Master's
Employed
17.636668
Urban
Basic
null
5
null
3
2021-06-29 15:21:39.134960
Average
No
Weekly
Apartment
434
543
63
Male
104,488
null
4
High School
null
45.788126
Suburban
Comprehensive
1
16
674
4
2022-02-07 15:21:39.185215
Average
No
Weekly
Apartment
303
544
44
Male
1,217
Single
0
Bachelor's
Employed
28.657023
Urban
Basic
2
11
768
6
2021-07-16 15:21:39.237118
Average
No
Daily
Condo
904
545
45
Female
35,478
Divorced
3
Bachelor's
Employed
8.906312
Suburban
Premium
0
17
841
9
2021-04-28 15:21:39.172097
Average
No
Weekly
Condo
974
546
42
Female
1,437
Single
4
High School
Employed
25.959139
Rural
Premium
null
5
439
3
2023-11-28 15:21:39.126661
Poor
Yes
Monthly
Condo
669
547
20
Female
18,199
Married
null
High School
Unemployed
19.572545
Suburban
Premium
null
19
632
4
2022-09-12 15:21:39.209847
Good
Yes
Monthly
Condo
22
548
52
Male
10,097
Divorced
4
Master's
Employed
12.734818
Urban
Comprehensive
0
11
567
4
2021-06-12 15:21:39.121169
Average
Yes
Daily
House
152
549
48
Female
16,245
Single
0
PhD
Self-Employed
11.7193
Suburban
Comprehensive
null
11
738
8
2020-02-27 15:21:39.111551
Good
Yes
Monthly
Apartment
816
550
63
Female
null
Single
0
Bachelor's
Self-Employed
22.924705
Urban
Comprehensive
0
19
431
3
2020-03-19 15:21:39.177724
Poor
Yes
Weekly
Condo
634
551
30
Female
30,603
Married
null
Master's
Unemployed
32.082685
Rural
Comprehensive
2
16
445
3
2022-12-09 15:21:39.087123
Average
Yes
Rarely
Condo
798
552
27
Female
744
Married
0
Master's
Employed
24.620032
Suburban
Basic
2
15
483
7
2023-11-26 15:21:39.244069
null
No
Rarely
Condo
880
553
null
Male
35,391
Married
1
High School
null
18.738143
Rural
Premium
null
4
639
4
2023-01-20 15:21:39.229482
Good
No
Weekly
Condo
1,439
554
40
Female
989
Single
2
Master's
Employed
14.39343
Urban
Premium
null
7
491
4
2021-11-17 15:21:39.155231
null
Yes
Monthly
Condo
42
555
45
Female
1,805
Married
3
Master's
Employed
29.479638
Suburban
Comprehensive
1
15
489
1
2023-07-28 15:21:39.134960
Poor
Yes
Rarely
Apartment
37
556
21
Male
5,908
Married
4
PhD
Unemployed
47.202675
Suburban
Basic
2
15
582
4
2024-04-07 15:21:39.220389
Average
Yes
Daily
Apartment
514
557
40
Male
12,773
Single
1
High School
Self-Employed
39.879313
Rural
Comprehensive
null
5
null
3
2023-05-05 15:21:39.274993
Good
Yes
Daily
Apartment
20
558
24
Female
29,173
Married
null
High School
Self-Employed
39.441569
Urban
Premium
1
19
764
3
2022-07-11 15:21:39.094752
Good
Yes
Monthly
House
783
559
18
Male
1,883
Divorced
2
PhD
null
21.398917
Urban
Comprehensive
0
3
420
8
2023-04-30 15:21:39.134960
Poor
Yes
Weekly
Apartment
325
560
61
Male
567
Married
2
Master's
Self-Employed
22.256721
Rural
Basic
3
1
542
6
2022-08-20 15:21:39.237118
Good
No
Monthly
Apartment
1,361
561
45
Male
4,569
Divorced
0
PhD
null
15.564373
Urban
Basic
null
19
426
3
2020-05-26 15:21:39.094752
Good
No
Daily
Apartment
1,256
562
56
Female
17,363
Married
3
PhD
null
22.938146
Urban
Comprehensive
null
18
674
3
2021-10-23 15:21:39.151732
Poor
No
Rarely
Condo
538
563
20
Female
28,418
Married
0
High School
Unemployed
18.481727
Urban
Comprehensive
0
8
744
1
2024-02-03 15:21:39.261856
Poor
No
Weekly
Condo
1,506
564
64
Male
7,275
Married
2
PhD
Employed
40.895168
Rural
Comprehensive
1
14
762
7
2023-12-13 15:21:39.266452
Poor
No
Rarely
Apartment
624
565
57
Male
15,983
Married
2
High School
Self-Employed
35.083402
Rural
Basic
0
5
662
2
2023-01-19 15:21:39.220389
Poor
No
Monthly
Apartment
2,089
566
18
Male
46,280
Divorced
4
Bachelor's
null
19.083372
Rural
Comprehensive
0
16
761
4
2022-02-07 15:21:39.098696
Average
No
Weekly
Apartment
110
567
58
Male
33,262
Divorced
0
Bachelor's
Unemployed
21.390767
Urban
Premium
0
14
819
2
2023-12-02 15:21:39.091080
Good
Yes
Rarely
Apartment
2,816
568
54
Female
9,436
Divorced
1
Master's
Employed
18.814676
Suburban
Premium
null
16
791
1
2020-04-01 15:21:39.145732
Poor
No
Daily
Apartment
1,136
569
28
Female
109,814
Divorced
3
PhD
Employed
27.771018
Suburban
Comprehensive
null
16
831
7
2023-04-03 15:21:39.126661
Average
No
Daily
Apartment
350
570
null
Male
null
Single
2
PhD
Self-Employed
48.088465
Rural
Basic
1
0
778
2
2020-11-21 15:21:39.276901
Good
No
Daily
House
66
571
44
Female
2,666
Married
3
High School
null
16.896095
Rural
Comprehensive
4
12
707
1
2022-07-23 15:21:39.105504
null
Yes
Monthly
Apartment
1,423
572
47
Female
75,784
Single
2
PhD
null
24.829362
Suburban
Basic
1
0
523
5
2019-09-23 15:21:39.245086
null
Yes
Rarely
Condo
2,214
573
56
Male
3,815
Divorced
null
Bachelor's
null
null
Suburban
Comprehensive
0
14
787
9
2020-08-16 15:21:39.114118
Poor
Yes
Monthly
House
558
574
44
Female
null
Single
0
Bachelor's
null
23.908459
Rural
Premium
1
1
641
4
2023-08-28 15:21:39.134960
Poor
No
Monthly
Condo
287
575
59
Male
1,280
Single
4
High School
Employed
22.869312
Rural
Premium
2
9
350
1
2023-10-31 15:21:39.128286
Good
No
Weekly
House
1,163
576
34
Female
63,484
Single
4
Bachelor's
Employed
11.753615
Rural
Basic
1
12
618
2
2020-05-26 15:21:39.224915
Poor
Yes
Daily
Apartment
91
577
56
Female
8,073
Single
1
Master's
null
26.735406
Rural
Basic
1
0
743
2
2023-05-27 15:21:39.155231
Good
No
Rarely
House
678
578
51
Male
18,051
Divorced
null
Master's
Self-Employed
16.087077
Rural
Basic
2
6
548
8
2022-07-04 15:21:39.263607
null
Yes
Weekly
Apartment
658
579
60
Male
2,894
Single
null
High School
Self-Employed
null
Urban
Premium
1
19
466
3
2023-05-22 15:21:39.087123
Poor
Yes
Weekly
Apartment
1,185
580
26
Female
58,904
Married
2
Bachelor's
Unemployed
10.882091
Urban
Premium
1
13
392
5
2020-05-24 15:21:39.082499
Good
No
Rarely
Apartment
1,616
581
44
Male
14,894
Single
0
PhD
Employed
8.275429
Suburban
Basic
1
14
496
4
2021-01-28 15:21:39.208842
Poor
No
Monthly
Condo
834
582
62
Male
44,302
Single
4
PhD
Unemployed
16.638729
Urban
Basic
1
6
491
8
2020-06-25 15:21:39.190215
Average
Yes
Monthly
Apartment
807
583
29
Male
2,957
Divorced
0
PhD
Unemployed
18.388062
Rural
Premium
null
12
437
9
2022-03-02 15:21:39.148733
Poor
No
Rarely
Apartment
2,155
584
55
Female
23,494
null
2
Master's
null
6.89174
Suburban
Premium
null
19
702
8
2024-07-14 15:21:39.237118
Average
Yes
Monthly
House
1,085
585
31
Female
1,018
Married
null
PhD
Self-Employed
37.681227
Suburban
Premium
2
12
635
1
2021-01-21 15:21:39.285112
Poor
No
Rarely
House
39
586
27
Female
40,252
Single
0
Master's
Employed
null
Rural
Comprehensive
2
3
566
7
2022-07-30 15:21:39.223901
Average
No
Weekly
Condo
785
587
60
Male
6,861
Married
0
Master's
Employed
16.774629
Rural
Comprehensive
1
19
543
1
2023-05-11 15:21:39.223901
Good
Yes
Daily
House
822
588
49
Female
46,916
Divorced
2
Bachelor's
null
17.59459
Suburban
Comprehensive
1
16
null
9
2021-06-21 15:21:39.155231
Average
Yes
Daily
Apartment
411
589
63
Male
48,676
Divorced
2
Master's
Self-Employed
24.936722
Rural
Comprehensive
1
17
424
1
2024-05-05 15:21:39.134960
Poor
No
Rarely
Apartment
1,507
590
42
Male
5,037
Single
3
Master's
null
23.898047
Suburban
Basic
1
8
394
5
2022-06-09 15:21:39.257696
Average
No
Daily
House
1,560
591
59
Male
2,098
Single
4
Bachelor's
Employed
41.170864
Suburban
Basic
2
10
844
1
2021-08-20 15:21:39.237118
null
Yes
Monthly
Apartment
3,929
592
28
Male
8,894
Married
1
PhD
Unemployed
16.636826
Rural
Premium
null
10
595
9
2022-01-19 15:21:39.093681
Good
No
Rarely
Apartment
3,961
593
40
Female
7,894
Divorced
1
Bachelor's
Self-Employed
30.654983
Rural
Premium
2
18
508
5
2021-09-13 15:21:39.155231
Average
No
Weekly
House
688
594
26
Female
1,588
Divorced
1
High School
Employed
47.33694
Urban
Basic
2
0
825
1
2021-01-17 15:21:39.094752
Average
Yes
Daily
House
662
595
33
Female
10,130
Single
3
Bachelor's
Unemployed
7.184216
Rural
Basic
null
11
756
1
2021-11-14 15:21:39.155231
Poor
No
Weekly
Condo
478
596
52
Male
17,883
Single
0
PhD
Employed
30.592913
Suburban
Premium
0
2
431
9
2022-01-22 15:21:39.155231
Good
No
Weekly
Apartment
1,136
597
18
Female
123,853
Divorced
2
PhD
Self-Employed
38.092879
Suburban
Premium
null
5
437
6
2023-07-10 15:21:39.237118
null
Yes
Weekly
Condo
1,177
598
31
Male
11,881
Divorced
4
PhD
Self-Employed
19.956752
Rural
Comprehensive
null
12
805
2
2021-03-16 15:21:39.170099
Average
No
Weekly
House
1,259
599
54
Male
16,079
Single
1
Bachelor's
Self-Employed
9.247021
Urban
Basic
0
17
476
9
2021-10-14 15:21:39.093681
Good
Yes
Weekly
Apartment
2,139