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
400
25
Female
43,987
Single
1
Master's
Unemployed
40.917135
Rural
Basic
null
2
null
8
2023-01-01 15:21:39.176717
Good
Yes
Monthly
Apartment
1,763
401
29
Female
43,896
Married
null
High School
null
13.61851
Urban
Premium
null
7
531
6
2020-03-04 15:21:39.279729
Poor
Yes
Monthly
House
37
402
61
Female
2,386
Married
1
PhD
Unemployed
8.935863
Rural
Basic
1
9
812
7
2023-06-24 15:21:39.236064
null
Yes
Weekly
Apartment
945
403
null
Male
6,822
Single
2
PhD
Employed
4.751506
Rural
Basic
null
18
null
9
2023-07-03 15:21:39.253660
Poor
No
Monthly
Condo
1,221
404
18
Female
50,517
Married
1
High School
Self-Employed
31.293901
Rural
Comprehensive
null
10
389
7
2024-02-13 15:21:39.235012
Average
Yes
Weekly
Condo
203
405
35
Male
1,100
Divorced
0
High School
Employed
24.574212
Rural
Premium
null
7
450
1
2024-03-23 15:21:39.252145
Good
Yes
Daily
House
1,054
406
19
Male
23,131
Married
1
Bachelor's
null
23.826594
Urban
Premium
null
3
833
8
2019-10-29 15:21:39.128286
Average
No
Monthly
Condo
2,004
407
23
Male
9,791
Divorced
2
High School
Unemployed
16.616719
Urban
Premium
2
19
438
3
2020-07-19 15:21:39.079128
Average
No
Weekly
Condo
728
408
36
Male
143,055
Divorced
1
High School
Unemployed
14.639302
Rural
Premium
1
4
381
8
2022-11-12 15:21:39.151732
Good
No
Daily
Apartment
1,090
409
21
Male
29,708
null
0
High School
Employed
16.82911
Urban
Basic
1
3
704
3
2022-07-06 15:21:39.184157
Average
No
Monthly
Condo
513
410
55
Male
41,619
Single
0
Master's
null
36.549737
Suburban
Basic
0
0
607
6
2022-02-14 15:21:39.132191
Good
Yes
Weekly
Condo
406
411
64
Male
77,868
Single
3
PhD
Employed
55.868438
Urban
Basic
0
6
667
6
2022-08-19 15:21:39.102694
Good
Yes
Daily
Apartment
438
412
30
Male
2,784
Single
2
Bachelor's
Employed
23.084814
Rural
Comprehensive
1
13
398
6
2022-04-12 15:21:39.201446
null
Yes
Weekly
Apartment
1,347
413
46
Female
23,222
Divorced
0
High School
null
26.527502
Suburban
Premium
0
19
652
4
2020-02-19 15:21:39.134960
Average
Yes
Rarely
Condo
1,082
414
26
Male
23,285
Married
0
Master's
null
22.163924
Suburban
Basic
1
9
401
3
2023-03-09 15:21:39.182597
Poor
Yes
Weekly
Apartment
1,696
415
36
Female
4,046
Married
3
Bachelor's
Self-Employed
8.182702
Rural
Comprehensive
null
18
431
3
2022-03-12 15:21:39.087123
Average
No
Rarely
Apartment
607
416
49
Female
23,152
Divorced
0
PhD
Unemployed
15.564373
Urban
Premium
0
13
664
1
2021-10-19 15:21:39.225916
Good
No
Monthly
Condo
757
417
27
Female
26,985
Married
0
PhD
Self-Employed
7.948751
Rural
Comprehensive
0
11
825
1
2021-04-29 15:21:39.086123
Average
Yes
Weekly
Apartment
2,716
418
62
Female
61,273
Divorced
3
High School
null
44.389328
Suburban
Premium
0
1
496
7
2022-03-26 15:21:39.096739
Poor
No
Weekly
Condo
24
419
51
Female
1,340
Divorced
0
PhD
null
51.010784
Suburban
Comprehensive
0
1
692
1
2023-08-13 15:21:39.186212
Good
Yes
Monthly
House
562
420
50
Male
7,091
Married
2
Master's
null
46.51043
Suburban
Basic
0
9
504
3
2023-07-18 15:21:39.174719
Good
Yes
Rarely
Condo
1,346
421
52
Female
4,075
Divorced
2
PhD
null
13.243036
Rural
Premium
4
4
null
1
2023-11-02 15:21:39.120168
Poor
Yes
Daily
Apartment
562
422
42
Male
27,891
Single
4
High School
Self-Employed
5.813662
Urban
Premium
null
18
629
8
2019-12-17 15:21:39.134960
Good
Yes
Weekly
Apartment
1,177
423
36
Female
null
Single
2
Master's
Employed
16.550033
Urban
Basic
1
7
310
8
2020-11-07 15:21:39.246098
Good
Yes
Weekly
House
2,391
424
59
Male
2,663
Married
1
Bachelor's
Unemployed
9.362149
Suburban
Comprehensive
2
2
578
9
2023-08-21 15:21:39.265513
Average
Yes
Daily
House
515
425
29
Female
3,537
Single
1
PhD
Self-Employed
6.985306
Urban
Premium
2
11
580
1
2023-03-20 15:21:39.143708
null
No
Weekly
House
1,522
426
60
Male
38,969
Single
1
High School
null
18.738509
Suburban
Premium
0
2
723
7
2024-06-26 15:21:39.273973
Average
Yes
Daily
Condo
1,793
427
45
Female
null
Married
0
High School
null
40.835226
Rural
Premium
null
5
null
9
2021-06-27 15:21:39.199447
null
Yes
Monthly
House
251
428
51
Female
9,530
Divorced
2
High School
Unemployed
18.92751
Rural
Comprehensive
null
16
456
1
2022-04-26 15:21:39.204790
Average
No
Daily
Apartment
686
429
54
Female
11,392
Single
2
Bachelor's
Employed
17.30807
Urban
Premium
2
1
667
3
2019-11-01 15:21:39.151732
null
No
Daily
Condo
110
430
34
Female
31,384
Divorced
0
High School
Employed
42.983858
Rural
Comprehensive
null
5
758
8
2023-12-13 15:21:39.122134
Average
Yes
Daily
Condo
1,438
431
41
Female
39,951
Divorced
null
Bachelor's
Employed
16.944174
Suburban
Premium
null
4
678
7
2024-06-14 15:21:39.134960
Good
Yes
Daily
Condo
597
432
20
Male
5,008
Married
1
High School
Employed
39.277539
Suburban
Comprehensive
1
6
731
8
2019-12-03 15:21:39.179186
Average
No
Rarely
Apartment
1,044
433
63
Female
18,085
Single
2
Master's
Unemployed
39.715535
Urban
Premium
0
16
572
1
2021-03-25 15:21:39.155231
Poor
No
Rarely
Apartment
1,005
434
28
Female
34,117
Single
1
High School
null
21.584787
Suburban
Comprehensive
1
15
656
9
2021-11-26 15:21:39.171102
Poor
Yes
Monthly
Condo
1,246
435
31
Male
55,522
Single
0
Bachelor's
Employed
17.39186
Suburban
Premium
0
9
345
1
2024-04-19 15:21:39.279729
Average
No
Weekly
Condo
872
436
60
Female
21,526
Married
2
High School
null
27.187646
Urban
Premium
null
4
689
1
2024-04-11 15:21:39.237118
Good
Yes
Rarely
Apartment
333
437
49
Male
17,097
Single
2
Master's
null
null
Suburban
Premium
2
5
752
5
2023-11-16 15:21:39.237118
Average
No
Rarely
Condo
718
438
46
Male
88,424
Married
1
PhD
null
null
Rural
Basic
0
8
397
8
2024-01-28 15:21:39.223901
Average
No
Daily
Condo
1,273
439
47
Female
35,791
Married
3
Bachelor's
Unemployed
21.09234
Suburban
Basic
null
19
651
4
2022-11-22 15:21:39.276901
Poor
Yes
Monthly
House
1,160
440
60
Female
10,100
Married
1
Master's
null
20.285049
Suburban
Premium
1
17
576
1
2023-03-25 15:21:39.194829
Poor
No
Monthly
Condo
2,422
441
59
Male
10,156
Divorced
2
Bachelor's
Employed
32.764434
Suburban
Comprehensive
2
15
null
3
2024-03-09 15:21:39.199447
Average
Yes
Weekly
Condo
461
442
38
Male
38,610
Divorced
null
High School
Employed
16.738675
Urban
Basic
1
19
null
9
2020-05-27 15:21:39.185215
Good
No
Monthly
Condo
3,830
443
22
Female
25,148
Single
3
Master's
Self-Employed
13.743005
Rural
Premium
0
12
602
5
2022-02-24 15:21:39.120168
Average
No
Daily
House
845
444
40
Female
10,283
Single
4
Master's
null
22.944851
Rural
Premium
2
13
334
2
2021-09-16 15:21:39.260856
Good
Yes
Rarely
Apartment
1,437
445
53
Female
29,095
Divorced
null
High School
null
18.994849
Rural
Basic
1
2
513
6
2024-06-26 15:21:39.189223
Average
Yes
Daily
Apartment
549
446
37
Female
5,788
null
0
Master's
null
37.878445
Suburban
Comprehensive
null
6
595
1
2023-03-06 15:21:39.116179
null
No
Daily
Condo
677
447
34
Male
2,792
Married
2
PhD
Unemployed
19.918596
Rural
Basic
1
1
632
1
2020-08-20 15:21:39.094752
null
No
Rarely
Condo
1,040
448
50
Female
44,871
Married
null
Master's
Self-Employed
29.927701
Rural
Comprehensive
null
15
null
6
2022-03-17 15:21:39.171102
Good
No
Rarely
Condo
884
449
49
Male
null
Married
4
High School
Unemployed
null
Urban
Premium
0
7
346
6
2020-04-07 15:21:39.169102
Good
No
Monthly
Apartment
1,029
450
29
Male
123,854
Married
4
Master's
Employed
25.089544
Suburban
Premium
0
3
416
3
2021-10-11 15:21:39.081504
Poor
Yes
Rarely
House
130
451
45
Male
null
Married
3
Master's
Unemployed
5.668081
Urban
Basic
4
18
414
3
2023-08-15 15:21:39.185215
Poor
No
Rarely
House
396
452
51
Male
45,972
Married
2
Master's
Self-Employed
12.912755
Suburban
Premium
null
19
460
6
2020-11-18 15:21:39.105504
Average
Yes
Weekly
Apartment
191
453
39
Female
49,739
Married
3
High School
null
24.084332
Suburban
Comprehensive
null
2
null
1
2024-07-07 15:21:39.155231
Poor
Yes
Monthly
Condo
119
454
57
Male
33,055
Single
3
Bachelor's
null
17.715707
Rural
Basic
0
17
694
2
2022-07-18 15:21:39.101733
Average
No
Rarely
House
1,789
455
56
Female
25,228
Single
0
Bachelor's
Self-Employed
14.929208
Suburban
Comprehensive
0
3
823
5
2024-07-28 15:21:39.171102
Average
Yes
Daily
Apartment
979
456
56
Female
27,743
Single
0
Bachelor's
null
14.669962
Rural
Comprehensive
0
14
766
9
2024-04-30 15:21:39.145732
Good
No
Daily
Condo
143
457
23
Female
19,137
Single
4
Bachelor's
Employed
22.744763
Rural
Comprehensive
0
14
841
3
2020-05-03 15:21:39.175719
Poor
No
Rarely
Condo
1,269
458
37
Male
35,144
Married
0
PhD
Self-Employed
18.739529
Suburban
Comprehensive
null
17
482
8
2021-05-31 15:21:39.082499
Poor
No
Daily
Apartment
1,844
459
47
Female
25,166
Married
4
PhD
null
21.09528
Suburban
Basic
0
15
766
2
2022-09-01 15:21:39.134960
Poor
No
Daily
Condo
1,341
460
57
Female
2,710
Divorced
2
High School
Self-Employed
null
Urban
Basic
2
17
null
1
2023-01-16 15:21:39.237118
Average
Yes
Rarely
House
860
461
33
Female
37,349
Married
1
PhD
Employed
49.579735
Urban
Premium
1
10
null
6
2022-09-14 15:21:39.255696
Good
No
Daily
House
939
462
28
Female
23,258
Married
null
Bachelor's
Employed
26.81943
Rural
Premium
null
19
658
7
2023-06-15 15:21:39.289099
Good
Yes
Weekly
Apartment
567
463
62
Female
16,063
Single
0
PhD
Unemployed
33.666956
Urban
Comprehensive
0
2
null
1
2022-02-05 15:21:39.080440
Poor
No
Monthly
House
1,244
464
31
Female
2,098
Divorced
3
Bachelor's
Self-Employed
null
Suburban
Premium
null
0
647
8
2021-12-09 15:21:39.147735
Average
No
Weekly
House
1,236
465
49
Male
16,566
Single
null
Master's
Self-Employed
19.937161
Rural
Basic
null
5
null
5
2023-01-13 15:21:39.121169
Average
No
Rarely
House
327
466
60
Female
55,437
Divorced
0
PhD
Unemployed
9.263787
Rural
Basic
null
15
607
4
2021-12-18 15:21:39.102694
Good
No
Monthly
Apartment
130
467
43
Male
6,837
Divorced
2
High School
Employed
23.68231
Rural
Basic
0
10
596
2
2021-11-25 15:21:39.274993
Good
Yes
Weekly
Apartment
861
468
39
Male
115,736
Divorced
0
Master's
null
22.487022
Urban
Comprehensive
1
15
674
8
2020-10-23 15:21:39.226954
Average
Yes
Daily
Condo
409
469
60
Female
7,814
Divorced
null
High School
Unemployed
26.09073
Suburban
Premium
null
12
822
3
2023-08-31 15:21:39.155231
Poor
No
Weekly
Apartment
1,249
470
56
Female
626
Married
2
High School
Unemployed
19.454402
Rural
Basic
1
12
483
8
2022-08-26 15:21:39.105192
Average
Yes
Rarely
House
1,887
471
34
Male
30,725
Divorced
3
PhD
Employed
18.489782
Suburban
Comprehensive
0
8
405
4
2019-12-17 15:21:39.095696
Good
Yes
Monthly
House
508
472
26
Female
90,084
Single
4
Master's
Employed
25.902102
Rural
Comprehensive
1
5
314
1
2022-09-13 15:21:39.281787
Average
No
Rarely
Apartment
803
473
53
Female
5,027
Divorced
0
PhD
Unemployed
18.381209
Urban
Premium
0
10
607
8
2022-08-18 15:21:39.208842
Poor
Yes
Weekly
Condo
1,548
474
46
Male
44,645
Divorced
4
PhD
null
32.835867
Urban
Basic
null
3
588
7
2020-11-09 15:21:39.134960
Good
Yes
Daily
Apartment
724
475
41
Female
52,716
Single
1
PhD
null
36.81643
Urban
Comprehensive
2
16
565
8
2022-02-10 15:21:39.089116
Good
No
Monthly
House
2,659
476
64
Male
27,755
Single
1
Bachelor's
null
32.017867
Rural
Premium
1
17
null
3
2022-11-26 15:21:39.134960
Good
No
Weekly
Condo
2,049
477
49
Female
1,740
Divorced
null
High School
null
33.003518
Rural
Premium
null
2
590
5
2022-12-27 15:21:39.095696
Average
Yes
Daily
Apartment
22
478
52
Male
4,920
Single
2
High School
Self-Employed
23.69292
Suburban
Basic
1
14
812
4
2021-05-05 15:21:39.257696
Average
No
Weekly
Condo
102
479
63
Male
29,084
Married
null
High School
Unemployed
5.595027
Rural
Premium
1
5
609
4
2023-07-21 15:21:39.252145
null
No
Daily
House
939
480
56
Male
71,269
Single
3
High School
Self-Employed
51.857439
Urban
Comprehensive
1
4
693
7
2020-08-05 15:21:39.134960
Good
No
Rarely
Condo
995
481
18
Male
81,449
Divorced
1
High School
Self-Employed
6.596779
Urban
Premium
0
10
622
8
2020-12-23 15:21:39.134960
Average
Yes
Rarely
Apartment
45
482
38
Female
20,303
Single
4
High School
Employed
13.260126
Rural
Premium
1
16
487
7
2020-03-29 15:21:39.126661
Average
Yes
Monthly
Apartment
2,346
483
19
Female
1,637
Single
2
Bachelor's
Employed
19.183686
Suburban
Comprehensive
0
10
485
9
2019-10-23 15:21:39.222387
Good
No
Daily
Condo
643
484
28
Female
55,147
Divorced
4
PhD
Employed
14.001472
Rural
Basic
3
6
832
5
2021-01-04 15:21:39.172097
Poor
Yes
Weekly
Apartment
2,094
485
32
Female
null
Divorced
2
PhD
Self-Employed
51.869056
Rural
Basic
2
3
749
8
2021-11-05 15:21:39.126661
Poor
Yes
Daily
House
537
486
49
Male
18,380
Single
2
PhD
null
9.693569
Suburban
Premium
null
3
364
5
2023-09-17 15:21:39.086123
Average
No
Weekly
House
913
487
26
Female
51,461
Single
3
Bachelor's
null
13.937253
Rural
Basic
null
16
332
7
2022-01-13 15:21:39.177724
Average
Yes
Daily
Apartment
3,075
488
19
Female
16,274
Divorced
2
High School
Employed
36.346313
Urban
Basic
null
0
602
9
2023-12-30 15:21:39.134960
Good
No
Rarely
House
835
489
62
Male
104,953
Married
2
Master's
null
28.892604
Suburban
Premium
null
16
830
4
2022-01-21 15:21:39.134960
Poor
No
Weekly
Condo
302
490
43
Male
132,021
Divorced
null
High School
null
null
Suburban
Premium
1
0
null
1
2022-11-03 15:21:39.155231
Average
Yes
Rarely
Apartment
50
491
57
Male
83,384
Married
4
Bachelor's
null
49.670113
Suburban
Comprehensive
null
3
554
8
2023-02-10 15:21:39.092127
Good
Yes
Weekly
Apartment
2,135
492
32
Female
1,335
Single
2
PhD
null
23.724903
Rural
Premium
0
7
451
9
2021-01-23 15:21:39.203442
Average
Yes
Monthly
Condo
363
493
43
Male
23,887
Single
3
PhD
Unemployed
25.914042
Urban
Basic
0
1
486
1
2019-09-17 15:21:39.276901
Average
Yes
Weekly
Apartment
1,017
494
45
Male
2,536
Married
3
Bachelor's
Self-Employed
7.25999
Urban
Comprehensive
null
2
387
6
2021-12-01 15:21:39.155231
Good
Yes
Daily
Condo
985
495
59
Male
61,540
Married
0
Master's
Unemployed
null
Rural
Basic
0
1
774
7
2019-09-13 15:21:39.247098
Poor
No
Weekly
House
29
496
28
Female
68,736
Single
1
PhD
Unemployed
44.493047
Rural
Comprehensive
null
4
561
8
2022-07-09 15:21:39.218388
null
No
Daily
Apartment
2,044
497
32
Female
null
Married
4
Bachelor's
Self-Employed
40.912273
Suburban
Comprehensive
2
14
534
2
2023-08-10 15:21:39.189223
null
No
Rarely
Apartment
1,797
498
23
Female
826
null
2
High School
Unemployed
30.48257
Suburban
Comprehensive
3
10
744
1
2022-07-12 15:21:39.274993
Poor
No
Rarely
Apartment
1,703
499
24
Male
13,982
Divorced
3
PhD
Unemployed
5.623565
Urban
Premium
0
17
586
1
2023-08-20 15:21:39.155231
Average
No
Daily
Apartment
956