application_id stringlengths 14 14 | application_date timestamp[ns]date 2023-01-01 00:00:00 2024-12-30 00:00:00 | applicant_age int64 18 70 | state stringclasses 37
values | channel stringclasses 3
values | kyc_tier stringclasses 3
values | id_verification_score float64 0.5 1 | face_match_score float64 0.6 1 | completion_time_minutes int64 2 120 | kyc_approved bool 2
classes |
|---|---|---|---|---|---|---|---|---|---|
APP-0001248030 | 2023-06-29T00:00:00 | 32 | Lagos | web | tier2 | 0.550395 | 0.699519 | 29 | false |
APP-0000936221 | 2023-08-27T00:00:00 | 44 | Abia | mobile_app | tier2 | 0.521369 | 0.685348 | 6 | true |
APP-0000189925 | 2023-09-04T00:00:00 | 26 | Oyo | mobile_app | tier2 | 0.672885 | 0.908447 | 27 | true |
APP-0001477860 | 2023-11-03T00:00:00 | 24 | Lagos | mobile_app | tier2 | 0.596236 | 0.857499 | 20 | false |
APP-0000987447 | 2023-03-31T00:00:00 | 25 | Oyo | mobile_app | tier1 | 0.747961 | 0.617705 | 2 | true |
APP-0000861676 | 2023-12-21T00:00:00 | 33 | Delta | mobile_app | tier2 | 0.519354 | 0.662778 | 13 | true |
APP-0001781541 | 2024-04-30T00:00:00 | 26 | Lagos | mobile_app | tier2 | 0.814882 | 0.810711 | 21 | false |
APP-0000991232 | 2024-09-29T00:00:00 | 33 | Osun | mobile_app | tier2 | 0.764984 | 0.677919 | 5 | true |
APP-0000779475 | 2023-02-28T00:00:00 | 29 | Imo | web | tier2 | 0.941217 | 0.832899 | 9 | true |
APP-0001363837 | 2024-01-08T00:00:00 | 18 | Benue | agent | tier3 | 0.9403 | 0.951258 | 4 | false |
APP-0001363513 | 2023-08-02T00:00:00 | 18 | Kano | web | tier2 | 0.79518 | 0.972719 | 9 | true |
APP-0001810091 | 2023-02-08T00:00:00 | 18 | Kaduna | mobile_app | tier3 | 0.930641 | 0.872646 | 31 | true |
APP-0000246229 | 2024-10-29T00:00:00 | 24 | Osun | mobile_app | tier2 | 0.849449 | 0.624534 | 7 | false |
APP-0001801036 | 2024-06-05T00:00:00 | 54 | Lagos | mobile_app | tier2 | 0.643689 | 0.941328 | 13 | true |
APP-0000932040 | 2023-10-03T00:00:00 | 48 | Lagos | mobile_app | tier3 | 0.536232 | 0.773952 | 23 | true |
APP-0000709356 | 2024-02-22T00:00:00 | 20 | Lagos | mobile_app | tier2 | 0.736735 | 0.867993 | 96 | true |
APP-0001659645 | 2024-06-23T00:00:00 | 18 | Enugu | mobile_app | tier2 | 0.778068 | 0.688967 | 13 | false |
APP-0000612559 | 2024-10-09T00:00:00 | 23 | Anambra | agent | tier2 | 0.916348 | 0.859268 | 13 | true |
APP-0001641343 | 2023-04-22T00:00:00 | 44 | Abuja (FCT) | mobile_app | tier3 | 0.56765 | 0.692948 | 4 | true |
APP-0001088638 | 2024-06-24T00:00:00 | 23 | Abuja (FCT) | mobile_app | tier3 | 0.756269 | 0.950989 | 94 | false |
APP-0000382764 | 2024-09-08T00:00:00 | 37 | Kano | mobile_app | tier2 | 0.57951 | 0.655253 | 19 | true |
APP-0001075813 | 2023-05-27T00:00:00 | 40 | Anambra | agent | tier2 | 0.854454 | 0.842981 | 13 | true |
APP-0001155859 | 2023-05-15T00:00:00 | 53 | Abuja (FCT) | web | tier1 | 0.545036 | 0.601429 | 12 | true |
APP-0000072972 | 2024-07-05T00:00:00 | 22 | Cross River | web | tier2 | 0.897094 | 0.697346 | 37 | true |
APP-0001999963 | 2024-04-10T00:00:00 | 49 | Kaduna | mobile_app | tier2 | 0.855836 | 0.739734 | 12 | true |
APP-0001227524 | 2024-06-11T00:00:00 | 37 | Lagos | mobile_app | tier1 | 0.612915 | 0.726079 | 6 | true |
APP-0000592067 | 2024-02-10T00:00:00 | 24 | Rivers | web | tier1 | 0.654982 | 0.904967 | 24 | true |
APP-0000239670 | 2024-08-06T00:00:00 | 42 | Lagos | mobile_app | tier2 | 0.798727 | 0.780028 | 11 | false |
APP-0001577068 | 2024-10-16T00:00:00 | 40 | Lagos | mobile_app | tier3 | 0.721205 | 0.746108 | 11 | true |
APP-0001920611 | 2024-01-24T00:00:00 | 35 | Lagos | mobile_app | tier3 | 0.935282 | 0.82106 | 17 | false |
APP-0000913329 | 2024-05-01T00:00:00 | 32 | Akwa Ibom | mobile_app | tier2 | 0.50543 | 0.857414 | 15 | true |
APP-0001030100 | 2023-03-31T00:00:00 | 37 | Akwa Ibom | web | tier2 | 0.629966 | 0.785619 | 13 | true |
APP-0000159016 | 2024-09-20T00:00:00 | 35 | Kaduna | web | tier2 | 0.880419 | 0.930986 | 29 | false |
APP-0001194880 | 2024-04-23T00:00:00 | 21 | Nasarawa | web | tier3 | 0.751652 | 0.725808 | 3 | true |
APP-0001280232 | 2024-10-20T00:00:00 | 27 | Kano | agent | tier2 | 0.575275 | 0.96032 | 7 | true |
APP-0001536409 | 2023-08-01T00:00:00 | 31 | Kano | mobile_app | tier3 | 0.810057 | 0.866943 | 14 | true |
APP-0000141456 | 2023-02-11T00:00:00 | 18 | Lagos | web | tier2 | 0.760494 | 0.75638 | 14 | true |
APP-0000975385 | 2023-09-19T00:00:00 | 28 | Kano | mobile_app | tier1 | 0.910526 | 0.853235 | 7 | true |
APP-0000826122 | 2023-11-11T00:00:00 | 54 | Lagos | mobile_app | tier1 | 0.952046 | 0.789894 | 26 | true |
APP-0000054607 | 2023-09-21T00:00:00 | 29 | Ebonyi | web | tier2 | 0.671135 | 0.754771 | 14 | true |
APP-0001391946 | 2023-05-18T00:00:00 | 27 | Imo | mobile_app | tier1 | 0.584651 | 0.80491 | 85 | true |
APP-0001579654 | 2023-10-27T00:00:00 | 23 | Lagos | web | tier2 | 0.578771 | 0.645748 | 4 | true |
APP-0001964121 | 2023-01-09T00:00:00 | 31 | Abuja (FCT) | web | tier1 | 0.539547 | 0.76896 | 67 | true |
APP-0001142101 | 2023-03-03T00:00:00 | 24 | Oyo | mobile_app | tier1 | 0.65757 | 0.749304 | 40 | true |
APP-0000084649 | 2023-12-21T00:00:00 | 35 | Imo | mobile_app | tier2 | 0.97282 | 0.859194 | 33 | true |
APP-0000184919 | 2023-07-10T00:00:00 | 41 | Kaduna | mobile_app | tier1 | 0.763716 | 0.963634 | 10 | true |
APP-0001009041 | 2023-09-25T00:00:00 | 37 | Lagos | mobile_app | tier3 | 0.952494 | 0.725747 | 13 | false |
APP-0000774279 | 2024-01-18T00:00:00 | 18 | Abia | web | tier2 | 0.812964 | 0.646314 | 6 | true |
APP-0001318361 | 2024-09-24T00:00:00 | 39 | Kogi | mobile_app | tier3 | 0.854366 | 0.801246 | 10 | true |
APP-0001953169 | 2023-04-18T00:00:00 | 38 | Osun | mobile_app | tier1 | 0.594448 | 0.734847 | 15 | false |
APP-0001913980 | 2023-01-02T00:00:00 | 20 | Katsina | mobile_app | tier2 | 0.945594 | 0.887667 | 2 | false |
APP-0000608204 | 2024-06-20T00:00:00 | 19 | Anambra | web | tier1 | 0.670149 | 0.890014 | 47 | true |
APP-0001759401 | 2024-11-20T00:00:00 | 39 | Nasarawa | mobile_app | tier2 | 0.919507 | 0.804239 | 39 | false |
APP-0001724002 | 2023-05-02T00:00:00 | 24 | Abuja (FCT) | web | tier3 | 0.857666 | 0.889743 | 20 | true |
APP-0000368303 | 2023-01-31T00:00:00 | 39 | Akwa Ibom | web | tier2 | 0.960896 | 0.603182 | 12 | true |
APP-0000083847 | 2024-06-10T00:00:00 | 21 | Delta | web | tier2 | 0.515514 | 0.626043 | 47 | true |
APP-0001285916 | 2024-01-25T00:00:00 | 46 | Lagos | mobile_app | tier3 | 0.792242 | 0.665415 | 10 | true |
APP-0001137958 | 2024-12-21T00:00:00 | 27 | Lagos | mobile_app | tier2 | 0.604457 | 0.939082 | 8 | true |
APP-0000093862 | 2024-01-29T00:00:00 | 41 | Rivers | mobile_app | tier3 | 0.897586 | 0.873923 | 19 | true |
APP-0000692168 | 2024-06-10T00:00:00 | 31 | Abuja (FCT) | mobile_app | tier2 | 0.778211 | 0.842486 | 120 | false |
APP-0000592138 | 2024-06-04T00:00:00 | 31 | Lagos | mobile_app | tier3 | 0.87211 | 0.799578 | 8 | true |
APP-0000599891 | 2023-09-01T00:00:00 | 18 | Lagos | mobile_app | tier3 | 0.518913 | 0.857557 | 59 | true |
APP-0001710414 | 2023-12-06T00:00:00 | 36 | Lagos | web | tier2 | 0.730668 | 0.905984 | 8 | true |
APP-0000808768 | 2024-11-08T00:00:00 | 31 | Kano | mobile_app | tier2 | 0.870668 | 0.931576 | 25 | true |
APP-0000602100 | 2024-04-22T00:00:00 | 36 | Kano | mobile_app | tier3 | 0.795743 | 0.861628 | 84 | false |
APP-0000226894 | 2024-02-12T00:00:00 | 35 | Bauchi | mobile_app | tier3 | 0.524478 | 0.962965 | 28 | true |
APP-0000073772 | 2024-10-10T00:00:00 | 38 | Oyo | mobile_app | tier2 | 0.506998 | 0.816858 | 6 | true |
APP-0000606972 | 2024-06-25T00:00:00 | 36 | Rivers | mobile_app | tier2 | 0.775432 | 0.650905 | 111 | true |
APP-0001157997 | 2024-08-24T00:00:00 | 52 | Enugu | agent | tier2 | 0.844453 | 0.865983 | 32 | false |
APP-0000055707 | 2023-08-02T00:00:00 | 36 | Kaduna | web | tier2 | 0.52931 | 0.622871 | 29 | true |
APP-0001606606 | 2023-04-20T00:00:00 | 43 | Lagos | mobile_app | tier3 | 0.71088 | 0.986539 | 105 | true |
APP-0001998144 | 2024-06-22T00:00:00 | 18 | Delta | mobile_app | tier2 | 0.750532 | 0.634694 | 76 | true |
APP-0000843828 | 2024-08-28T00:00:00 | 20 | Oyo | agent | tier2 | 0.521892 | 0.996562 | 11 | true |
APP-0001598303 | 2024-02-12T00:00:00 | 39 | Lagos | web | tier1 | 0.926452 | 0.693661 | 55 | false |
APP-0001854690 | 2023-11-30T00:00:00 | 28 | Benue | mobile_app | tier2 | 0.636453 | 0.747139 | 22 | false |
APP-0000459946 | 2024-08-24T00:00:00 | 25 | Lagos | mobile_app | tier2 | 0.662099 | 0.747027 | 5 | true |
APP-0001893221 | 2024-06-25T00:00:00 | 51 | Abuja (FCT) | mobile_app | tier2 | 0.82129 | 0.865691 | 3 | false |
APP-0000473106 | 2024-09-04T00:00:00 | 39 | Delta | agent | tier2 | 0.891141 | 0.737253 | 2 | true |
APP-0000001771 | 2023-12-04T00:00:00 | 38 | Oyo | mobile_app | tier2 | 0.972334 | 0.650824 | 14 | true |
APP-0000797232 | 2023-06-24T00:00:00 | 18 | Kaduna | mobile_app | tier2 | 0.518474 | 0.890057 | 15 | true |
APP-0000205886 | 2024-12-29T00:00:00 | 19 | Plateau | mobile_app | tier3 | 0.866892 | 0.674883 | 12 | true |
APP-0001238627 | 2023-03-18T00:00:00 | 26 | Abuja (FCT) | mobile_app | tier1 | 0.925645 | 0.659289 | 24 | true |
APP-0000485269 | 2023-09-18T00:00:00 | 18 | Abuja (FCT) | mobile_app | tier1 | 0.743034 | 0.636748 | 34 | true |
APP-0000398507 | 2024-06-15T00:00:00 | 36 | Lagos | mobile_app | tier2 | 0.531438 | 0.981165 | 9 | false |
APP-0001978942 | 2023-12-28T00:00:00 | 26 | Lagos | mobile_app | tier3 | 0.950218 | 0.86655 | 113 | true |
APP-0000424250 | 2024-09-15T00:00:00 | 47 | Lagos | mobile_app | tier2 | 0.95285 | 0.787352 | 40 | false |
APP-0000765895 | 2023-11-24T00:00:00 | 23 | Katsina | mobile_app | tier3 | 0.564207 | 0.876295 | 26 | false |
APP-0001250664 | 2024-05-03T00:00:00 | 40 | Kogi | web | tier2 | 0.718385 | 0.913091 | 45 | false |
APP-0001116403 | 2024-06-15T00:00:00 | 31 | Kano | mobile_app | tier1 | 0.771134 | 0.636814 | 17 | true |
APP-0000420609 | 2023-07-18T00:00:00 | 57 | Lagos | agent | tier1 | 0.899562 | 0.68626 | 32 | true |
APP-0001860608 | 2024-07-27T00:00:00 | 27 | Lagos | mobile_app | tier3 | 0.537308 | 0.655765 | 20 | true |
APP-0001930321 | 2023-04-10T00:00:00 | 34 | Rivers | mobile_app | tier2 | 0.623568 | 0.882838 | 16 | true |
APP-0000285523 | 2024-04-27T00:00:00 | 43 | Kwara | web | tier1 | 0.865789 | 0.740854 | 9 | false |
APP-0001231691 | 2024-11-14T00:00:00 | 18 | Lagos | mobile_app | tier3 | 0.658626 | 0.821411 | 21 | true |
APP-0000049359 | 2023-07-08T00:00:00 | 18 | Kaduna | web | tier1 | 0.86481 | 0.765869 | 44 | false |
APP-0001653728 | 2024-06-04T00:00:00 | 31 | Rivers | mobile_app | tier1 | 0.73263 | 0.82392 | 4 | true |
APP-0000071893 | 2023-08-21T00:00:00 | 46 | Jigawa | agent | tier2 | 0.736363 | 0.800558 | 22 | true |
APP-0001619716 | 2024-07-13T00:00:00 | 39 | Edo | mobile_app | tier2 | 0.670598 | 0.839678 | 5 | true |
APP-0001831327 | 2023-09-30T00:00:00 | 22 | Borno | mobile_app | tier2 | 0.691174 | 0.773742 | 10 | true |
APP-0001558231 | 2024-10-06T00:00:00 | 33 | Ogun | web | tier3 | 0.993839 | 0.926441 | 11 | true |
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