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-0000682713 | 2023-11-09T00:00:00 | 46 | Yobe | mobile_app | tier2 | 0.941547 | 0.69508 | 12 | true |
APP-0000138298 | 2023-09-21T00:00:00 | 19 | Lagos | mobile_app | tier2 | 0.798339 | 0.669583 | 7 | true |
APP-0000479056 | 2024-01-31T00:00:00 | 24 | Lagos | mobile_app | tier1 | 0.787297 | 0.865703 | 6 | true |
APP-0001501694 | 2023-02-10T00:00:00 | 45 | Lagos | web | tier1 | 0.706526 | 0.988699 | 9 | true |
APP-0001965995 | 2024-03-24T00:00:00 | 19 | Oyo | mobile_app | tier2 | 0.834456 | 0.898194 | 4 | true |
APP-0001355013 | 2023-11-07T00:00:00 | 32 | Niger | mobile_app | tier2 | 0.761284 | 0.642389 | 10 | false |
APP-0001753289 | 2023-10-27T00:00:00 | 18 | Borno | web | tier3 | 0.57938 | 0.741136 | 12 | true |
APP-0001905712 | 2024-01-19T00:00:00 | 33 | Imo | agent | tier1 | 0.966971 | 0.956053 | 61 | true |
APP-0000038230 | 2024-05-02T00:00:00 | 38 | Plateau | web | tier1 | 0.51071 | 0.718434 | 22 | true |
APP-0000315933 | 2024-09-24T00:00:00 | 39 | Oyo | web | tier2 | 0.580201 | 0.659192 | 45 | false |
APP-0001823421 | 2024-04-17T00:00:00 | 34 | Benue | mobile_app | tier2 | 0.830552 | 0.860001 | 25 | true |
APP-0001827608 | 2024-09-10T00:00:00 | 43 | Katsina | agent | tier2 | 0.561847 | 0.745304 | 35 | true |
APP-0000723726 | 2023-07-30T00:00:00 | 26 | Kano | mobile_app | tier3 | 0.655887 | 0.911056 | 28 | true |
APP-0000081502 | 2023-01-10T00:00:00 | 43 | Abuja (FCT) | mobile_app | tier3 | 0.772645 | 0.935311 | 22 | false |
APP-0000400226 | 2024-05-29T00:00:00 | 23 | Kaduna | mobile_app | tier2 | 0.792068 | 0.928577 | 5 | true |
APP-0001097405 | 2024-07-20T00:00:00 | 28 | Rivers | mobile_app | tier3 | 0.678097 | 0.87446 | 118 | true |
APP-0001962708 | 2023-06-08T00:00:00 | 37 | Anambra | web | tier2 | 0.934257 | 0.844348 | 7 | true |
APP-0001597054 | 2024-06-20T00:00:00 | 29 | Rivers | mobile_app | tier2 | 0.668613 | 0.913777 | 8 | false |
APP-0000557760 | 2023-10-30T00:00:00 | 34 | Kogi | mobile_app | tier2 | 0.922382 | 0.904966 | 16 | true |
APP-0000970733 | 2024-10-12T00:00:00 | 34 | Lagos | web | tier1 | 0.724715 | 0.657846 | 74 | true |
APP-0001349546 | 2023-02-12T00:00:00 | 20 | Lagos | mobile_app | tier2 | 0.623782 | 0.706273 | 62 | true |
APP-0000167906 | 2023-08-16T00:00:00 | 27 | Abuja (FCT) | agent | tier3 | 0.985111 | 0.947397 | 13 | true |
APP-0001453496 | 2023-11-17T00:00:00 | 40 | Delta | agent | tier3 | 0.832983 | 0.63969 | 32 | true |
APP-0001458885 | 2024-12-08T00:00:00 | 32 | Kwara | mobile_app | tier2 | 0.527974 | 0.691771 | 14 | true |
APP-0001815981 | 2024-12-04T00:00:00 | 22 | Osun | web | tier2 | 0.699732 | 0.918843 | 56 | true |
APP-0001120673 | 2024-02-24T00:00:00 | 31 | Enugu | web | tier2 | 0.687066 | 0.793764 | 19 | false |
APP-0000699752 | 2024-03-15T00:00:00 | 21 | Abuja (FCT) | mobile_app | tier3 | 0.636736 | 0.67111 | 17 | true |
APP-0001118595 | 2024-05-10T00:00:00 | 27 | Lagos | agent | tier3 | 0.743928 | 0.621306 | 5 | false |
APP-0000939285 | 2024-09-29T00:00:00 | 40 | Oyo | mobile_app | tier1 | 0.652006 | 0.637599 | 4 | false |
APP-0001427780 | 2024-06-24T00:00:00 | 18 | Oyo | web | tier3 | 0.920393 | 0.724903 | 25 | true |
APP-0001250173 | 2023-11-15T00:00:00 | 25 | Lagos | mobile_app | tier2 | 0.95225 | 0.830373 | 6 | true |
APP-0001068008 | 2023-01-04T00:00:00 | 21 | Lagos | web | tier1 | 0.726656 | 0.87052 | 7 | true |
APP-0001083356 | 2024-01-11T00:00:00 | 18 | Kaduna | web | tier1 | 0.984777 | 0.890677 | 20 | false |
APP-0001907722 | 2024-08-13T00:00:00 | 23 | Imo | mobile_app | tier2 | 0.979347 | 0.95789 | 95 | true |
APP-0000986472 | 2024-02-02T00:00:00 | 37 | Lagos | web | tier2 | 0.956384 | 0.609083 | 14 | false |
APP-0001956446 | 2023-03-16T00:00:00 | 21 | Osun | mobile_app | tier2 | 0.535484 | 0.995784 | 78 | false |
APP-0000671510 | 2024-04-22T00:00:00 | 25 | Abuja (FCT) | mobile_app | tier2 | 0.786696 | 0.884897 | 31 | true |
APP-0001581630 | 2024-03-20T00:00:00 | 34 | Kano | mobile_app | tier2 | 0.992709 | 0.99758 | 56 | false |
APP-0000305428 | 2024-07-21T00:00:00 | 23 | Jigawa | mobile_app | tier1 | 0.569085 | 0.679937 | 6 | true |
APP-0001164552 | 2023-06-07T00:00:00 | 24 | Abuja (FCT) | web | tier3 | 0.642353 | 0.970227 | 74 | true |
APP-0001854550 | 2024-06-30T00:00:00 | 30 | Rivers | agent | tier2 | 0.851271 | 0.638071 | 5 | false |
APP-0000420930 | 2024-08-29T00:00:00 | 26 | Lagos | web | tier2 | 0.615059 | 0.879029 | 9 | true |
APP-0000756863 | 2023-05-20T00:00:00 | 35 | Abuja (FCT) | mobile_app | tier3 | 0.993964 | 0.611703 | 14 | true |
APP-0001473215 | 2023-05-29T00:00:00 | 40 | Katsina | agent | tier3 | 0.769043 | 0.890045 | 15 | true |
APP-0000297873 | 2023-06-03T00:00:00 | 46 | Osun | mobile_app | tier2 | 0.785273 | 0.650898 | 38 | true |
APP-0001902862 | 2024-09-14T00:00:00 | 24 | Delta | mobile_app | tier2 | 0.913691 | 0.74927 | 67 | true |
APP-0001317900 | 2023-11-13T00:00:00 | 18 | Ogun | mobile_app | tier2 | 0.949135 | 0.729643 | 5 | true |
APP-0000115997 | 2024-05-28T00:00:00 | 22 | Lagos | mobile_app | tier1 | 0.852794 | 0.891863 | 5 | true |
APP-0001702115 | 2024-04-13T00:00:00 | 27 | Oyo | mobile_app | tier3 | 0.525362 | 0.759819 | 34 | false |
APP-0001396102 | 2023-01-08T00:00:00 | 34 | Benue | mobile_app | tier3 | 0.524848 | 0.890396 | 6 | true |
APP-0001866817 | 2023-07-17T00:00:00 | 18 | Ogun | agent | tier1 | 0.528746 | 0.870511 | 20 | true |
APP-0000161971 | 2024-11-02T00:00:00 | 31 | Lagos | web | tier1 | 0.83411 | 0.851338 | 19 | true |
APP-0001728059 | 2023-05-16T00:00:00 | 27 | Abuja (FCT) | agent | tier2 | 0.662201 | 0.995668 | 11 | false |
APP-0000425208 | 2023-02-20T00:00:00 | 24 | Lagos | mobile_app | tier3 | 0.84347 | 0.811979 | 42 | false |
APP-0000348453 | 2023-07-31T00:00:00 | 42 | Oyo | mobile_app | tier2 | 0.856083 | 0.955267 | 88 | true |
APP-0000738329 | 2024-04-08T00:00:00 | 34 | Rivers | mobile_app | tier2 | 0.920488 | 0.876623 | 14 | true |
APP-0001554784 | 2024-07-27T00:00:00 | 48 | Lagos | mobile_app | tier2 | 0.512362 | 0.638795 | 29 | true |
APP-0000404964 | 2023-04-23T00:00:00 | 42 | Akwa Ibom | agent | tier2 | 0.794881 | 0.77419 | 11 | true |
APP-0000122192 | 2024-01-31T00:00:00 | 39 | Rivers | web | tier1 | 0.552004 | 0.638529 | 79 | false |
APP-0000948712 | 2023-02-17T00:00:00 | 26 | Imo | mobile_app | tier1 | 0.933778 | 0.933185 | 49 | true |
APP-0001959765 | 2023-08-30T00:00:00 | 18 | Edo | web | tier3 | 0.882192 | 0.798578 | 72 | true |
APP-0000391899 | 2023-07-14T00:00:00 | 24 | Benue | mobile_app | tier2 | 0.796627 | 0.660401 | 18 | true |
APP-0001391394 | 2024-04-05T00:00:00 | 48 | Kwara | web | tier2 | 0.568638 | 0.892054 | 30 | true |
APP-0001216875 | 2023-10-05T00:00:00 | 28 | Lagos | mobile_app | tier2 | 0.657937 | 0.73228 | 2 | true |
APP-0001848679 | 2023-10-03T00:00:00 | 33 | Lagos | web | tier3 | 0.510395 | 0.987792 | 6 | false |
APP-0000468883 | 2023-11-02T00:00:00 | 18 | Lagos | agent | tier2 | 0.708049 | 0.846548 | 4 | true |
APP-0001921712 | 2024-09-23T00:00:00 | 26 | Abuja (FCT) | mobile_app | tier3 | 0.907131 | 0.807985 | 9 | true |
APP-0000319293 | 2024-01-15T00:00:00 | 22 | Kano | web | tier2 | 0.683037 | 0.761149 | 56 | true |
APP-0001846382 | 2023-09-21T00:00:00 | 43 | Oyo | mobile_app | tier2 | 0.920472 | 0.976604 | 5 | true |
APP-0000132351 | 2024-06-01T00:00:00 | 30 | Lagos | mobile_app | tier2 | 0.794298 | 0.637728 | 13 | true |
APP-0000988804 | 2024-01-15T00:00:00 | 39 | Kebbi | mobile_app | tier3 | 0.970641 | 0.707991 | 27 | false |
APP-0001495028 | 2023-05-23T00:00:00 | 29 | Osun | mobile_app | tier2 | 0.933043 | 0.929357 | 63 | true |
APP-0001914355 | 2023-01-27T00:00:00 | 31 | Kaduna | mobile_app | tier2 | 0.822278 | 0.745314 | 91 | false |
APP-0001743171 | 2024-04-23T00:00:00 | 43 | Benue | mobile_app | tier1 | 0.554763 | 0.978081 | 40 | true |
APP-0000100132 | 2023-03-16T00:00:00 | 20 | Abuja (FCT) | mobile_app | tier1 | 0.913227 | 0.704606 | 26 | false |
APP-0000465287 | 2023-04-27T00:00:00 | 33 | Lagos | mobile_app | tier3 | 0.63608 | 0.936263 | 61 | true |
APP-0001098380 | 2023-01-13T00:00:00 | 34 | Lagos | mobile_app | tier3 | 0.828337 | 0.834999 | 82 | true |
APP-0001459295 | 2023-05-03T00:00:00 | 26 | Katsina | mobile_app | tier2 | 0.612241 | 0.669856 | 8 | true |
APP-0001882665 | 2024-02-03T00:00:00 | 28 | Abuja (FCT) | mobile_app | tier2 | 0.665941 | 0.697494 | 19 | false |
APP-0000703818 | 2024-03-17T00:00:00 | 36 | Ogun | agent | tier3 | 0.713185 | 0.919938 | 4 | false |
APP-0001048245 | 2023-04-19T00:00:00 | 23 | Lagos | mobile_app | tier3 | 0.684602 | 0.893425 | 4 | true |
APP-0001547224 | 2024-09-29T00:00:00 | 35 | Bauchi | mobile_app | tier3 | 0.733652 | 0.788893 | 120 | true |
APP-0000502222 | 2024-03-11T00:00:00 | 35 | Kano | mobile_app | tier3 | 0.760004 | 0.621209 | 30 | true |
APP-0001795081 | 2023-02-01T00:00:00 | 45 | Kano | mobile_app | tier3 | 0.642711 | 0.906175 | 14 | true |
APP-0001977673 | 2024-06-12T00:00:00 | 22 | Abuja (FCT) | web | tier2 | 0.902561 | 0.887748 | 27 | true |
APP-0000987399 | 2023-08-17T00:00:00 | 31 | Abuja (FCT) | web | tier2 | 0.671441 | 0.817385 | 12 | false |
APP-0000721937 | 2023-11-25T00:00:00 | 47 | Delta | mobile_app | tier2 | 0.879452 | 0.88037 | 49 | true |
APP-0000552777 | 2024-01-05T00:00:00 | 29 | Abuja (FCT) | mobile_app | tier2 | 0.526638 | 0.866767 | 14 | true |
APP-0000980931 | 2023-01-31T00:00:00 | 27 | Anambra | mobile_app | tier1 | 0.989009 | 0.668657 | 71 | true |
APP-0000590872 | 2024-06-22T00:00:00 | 50 | Lagos | agent | tier3 | 0.971953 | 0.977827 | 14 | false |
APP-0001662954 | 2023-05-06T00:00:00 | 18 | Sokoto | web | tier1 | 0.790115 | 0.906047 | 36 | false |
APP-0000206039 | 2023-03-21T00:00:00 | 30 | Delta | mobile_app | tier2 | 0.787532 | 0.823093 | 18 | true |
APP-0000328365 | 2023-11-10T00:00:00 | 40 | Kaduna | mobile_app | tier2 | 0.768223 | 0.997573 | 11 | true |
APP-0000949027 | 2024-03-21T00:00:00 | 39 | Lagos | mobile_app | tier3 | 0.740908 | 0.957704 | 8 | true |
APP-0001514477 | 2023-10-16T00:00:00 | 31 | Zamfara | mobile_app | tier3 | 0.619121 | 0.633605 | 17 | true |
APP-0000256533 | 2023-02-23T00:00:00 | 37 | Delta | mobile_app | tier2 | 0.593073 | 0.791948 | 23 | false |
APP-0000091259 | 2023-09-08T00:00:00 | 43 | Rivers | mobile_app | tier2 | 0.541617 | 0.782006 | 7 | true |
APP-0001527090 | 2023-05-14T00:00:00 | 32 | Imo | mobile_app | tier2 | 0.579091 | 0.719417 | 34 | true |
APP-0001195865 | 2024-10-26T00:00:00 | 18 | Sokoto | web | tier1 | 0.611468 | 0.977223 | 5 | false |
APP-0001575585 | 2024-08-09T00:00:00 | 28 | Lagos | agent | tier2 | 0.762285 | 0.663454 | 4 | true |
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