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-0000995934 | 2024-10-17T00:00:00 | 36 | Delta | mobile_app | tier1 | 0.525655 | 0.663862 | 24 | false |
APP-0001252346 | 2023-05-07T00:00:00 | 30 | Lagos | mobile_app | tier3 | 0.836474 | 0.640236 | 30 | false |
APP-0000426255 | 2023-04-21T00:00:00 | 30 | Adamawa | mobile_app | tier2 | 0.644639 | 0.75395 | 5 | true |
APP-0000507364 | 2024-06-05T00:00:00 | 28 | Abuja (FCT) | mobile_app | tier2 | 0.878874 | 0.862399 | 55 | true |
APP-0001450630 | 2023-05-04T00:00:00 | 43 | Gombe | mobile_app | tier2 | 0.986758 | 0.644942 | 88 | true |
APP-0001404417 | 2023-06-15T00:00:00 | 18 | Lagos | mobile_app | tier2 | 0.873617 | 0.815171 | 108 | false |
APP-0000224072 | 2023-09-27T00:00:00 | 31 | Osun | mobile_app | tier3 | 0.752576 | 0.707089 | 17 | true |
APP-0001471053 | 2024-07-31T00:00:00 | 25 | Lagos | agent | tier3 | 0.549827 | 0.850244 | 53 | true |
APP-0000691527 | 2024-11-23T00:00:00 | 22 | Benue | mobile_app | tier2 | 0.9694 | 0.734871 | 15 | true |
APP-0001770655 | 2023-06-27T00:00:00 | 28 | Abuja (FCT) | web | tier1 | 0.742182 | 0.814542 | 41 | true |
APP-0001628075 | 2024-08-14T00:00:00 | 24 | Ogun | agent | tier3 | 0.781406 | 0.823874 | 4 | false |
APP-0001861265 | 2024-08-05T00:00:00 | 22 | Osun | mobile_app | tier2 | 0.62959 | 0.62281 | 24 | true |
APP-0001209140 | 2024-07-08T00:00:00 | 37 | Kwara | mobile_app | tier2 | 0.553727 | 0.703032 | 23 | false |
APP-0000898093 | 2023-12-17T00:00:00 | 24 | Lagos | agent | tier3 | 0.6559 | 0.641549 | 14 | true |
APP-0001671192 | 2024-11-10T00:00:00 | 26 | Edo | mobile_app | tier2 | 0.729194 | 0.670482 | 24 | false |
APP-0001782613 | 2023-07-08T00:00:00 | 18 | Lagos | mobile_app | tier2 | 0.582126 | 0.637767 | 28 | false |
APP-0001162697 | 2023-09-07T00:00:00 | 23 | Lagos | mobile_app | tier1 | 0.907901 | 0.937528 | 19 | true |
APP-0000033501 | 2024-12-29T00:00:00 | 25 | Abuja (FCT) | agent | tier2 | 0.983716 | 0.976989 | 12 | false |
APP-0001231915 | 2024-04-05T00:00:00 | 50 | Ogun | web | tier2 | 0.699508 | 0.942768 | 9 | true |
APP-0001223105 | 2024-06-08T00:00:00 | 24 | Kano | web | tier2 | 0.878897 | 0.601758 | 17 | true |
APP-0000063215 | 2024-12-26T00:00:00 | 33 | Kaduna | agent | tier2 | 0.985106 | 0.756004 | 120 | true |
APP-0000226721 | 2024-03-23T00:00:00 | 27 | Adamawa | mobile_app | tier2 | 0.695179 | 0.740604 | 13 | false |
APP-0001167665 | 2024-09-17T00:00:00 | 27 | Abuja (FCT) | mobile_app | tier2 | 0.890836 | 0.990602 | 31 | false |
APP-0000896095 | 2024-10-02T00:00:00 | 35 | Imo | agent | tier2 | 0.649884 | 0.815136 | 4 | true |
APP-0000777858 | 2023-12-25T00:00:00 | 23 | Oyo | agent | tier3 | 0.703302 | 0.649208 | 50 | true |
APP-0000249847 | 2023-09-13T00:00:00 | 34 | Ondo | mobile_app | tier3 | 0.685495 | 0.813158 | 30 | true |
APP-0001232506 | 2024-07-02T00:00:00 | 29 | Anambra | mobile_app | tier2 | 0.882234 | 0.680196 | 17 | true |
APP-0001266195 | 2023-05-16T00:00:00 | 26 | Ondo | mobile_app | tier2 | 0.687442 | 0.996331 | 23 | true |
APP-0000196996 | 2024-07-07T00:00:00 | 20 | Rivers | web | tier3 | 0.603131 | 0.671132 | 75 | false |
APP-0000945885 | 2024-05-25T00:00:00 | 62 | Abia | mobile_app | tier3 | 0.617334 | 0.734344 | 40 | false |
APP-0000240076 | 2024-10-08T00:00:00 | 30 | Lagos | mobile_app | tier2 | 0.576602 | 0.741841 | 19 | true |
APP-0000900813 | 2023-11-23T00:00:00 | 30 | Kano | web | tier2 | 0.750409 | 0.753636 | 4 | true |
APP-0000406815 | 2023-12-17T00:00:00 | 28 | Abuja (FCT) | web | tier3 | 0.706767 | 0.779063 | 37 | true |
APP-0000557046 | 2023-10-23T00:00:00 | 34 | Benue | mobile_app | tier2 | 0.744742 | 0.659531 | 8 | true |
APP-0001398797 | 2023-02-08T00:00:00 | 40 | Lagos | mobile_app | tier2 | 0.614837 | 0.971648 | 26 | false |
APP-0000662930 | 2023-04-16T00:00:00 | 25 | Oyo | mobile_app | tier3 | 0.505197 | 0.841028 | 6 | true |
APP-0001824293 | 2024-09-21T00:00:00 | 40 | Imo | web | tier2 | 0.584849 | 0.644255 | 6 | true |
APP-0000277646 | 2023-10-07T00:00:00 | 22 | Ebonyi | mobile_app | tier3 | 0.656589 | 0.641259 | 116 | true |
APP-0001646573 | 2023-09-07T00:00:00 | 47 | Jigawa | web | tier2 | 0.562255 | 0.905757 | 120 | false |
APP-0001029197 | 2024-03-13T00:00:00 | 25 | Oyo | mobile_app | tier1 | 0.661311 | 0.856832 | 120 | true |
APP-0000910226 | 2023-02-18T00:00:00 | 47 | Enugu | web | tier1 | 0.581951 | 0.85355 | 61 | true |
APP-0001515026 | 2023-09-18T00:00:00 | 28 | Oyo | mobile_app | tier2 | 0.905806 | 0.732081 | 38 | true |
APP-0001264827 | 2024-10-21T00:00:00 | 18 | Lagos | web | tier2 | 0.888657 | 0.923471 | 69 | true |
APP-0000327203 | 2023-04-07T00:00:00 | 27 | Anambra | web | tier2 | 0.564884 | 0.900173 | 35 | true |
APP-0001512201 | 2023-07-29T00:00:00 | 45 | Lagos | web | tier3 | 0.90159 | 0.867521 | 34 | false |
APP-0001806350 | 2024-05-08T00:00:00 | 34 | Rivers | mobile_app | tier3 | 0.9658 | 0.837043 | 24 | false |
APP-0000914873 | 2023-11-21T00:00:00 | 28 | Kano | mobile_app | tier2 | 0.990514 | 0.719562 | 5 | true |
APP-0001872682 | 2024-11-16T00:00:00 | 30 | Rivers | mobile_app | tier3 | 0.76199 | 0.701179 | 9 | true |
APP-0000965875 | 2024-03-10T00:00:00 | 26 | Katsina | web | tier2 | 0.636803 | 0.760843 | 13 | true |
APP-0000574064 | 2024-09-14T00:00:00 | 33 | Rivers | mobile_app | tier2 | 0.955613 | 0.874209 | 9 | true |
APP-0000268400 | 2024-02-13T00:00:00 | 37 | Abuja (FCT) | mobile_app | tier3 | 0.856916 | 0.827812 | 11 | true |
APP-0001810814 | 2024-08-03T00:00:00 | 33 | Abuja (FCT) | web | tier2 | 0.786111 | 0.903945 | 14 | false |
APP-0000109261 | 2024-02-04T00:00:00 | 37 | Benue | web | tier2 | 0.576633 | 0.870258 | 43 | true |
APP-0000989318 | 2024-04-13T00:00:00 | 39 | Lagos | mobile_app | tier2 | 0.826778 | 0.841841 | 18 | true |
APP-0001129847 | 2023-04-09T00:00:00 | 42 | Jigawa | mobile_app | tier2 | 0.600267 | 0.62726 | 22 | false |
APP-0000042665 | 2024-04-04T00:00:00 | 19 | Kano | mobile_app | tier2 | 0.835799 | 0.72335 | 24 | true |
APP-0000005072 | 2023-07-06T00:00:00 | 37 | Delta | web | tier3 | 0.517495 | 0.725036 | 2 | true |
APP-0001819583 | 2024-04-17T00:00:00 | 34 | Lagos | mobile_app | tier3 | 0.623342 | 0.621268 | 9 | true |
APP-0000827582 | 2024-05-29T00:00:00 | 29 | Enugu | mobile_app | tier2 | 0.623774 | 0.614122 | 6 | true |
APP-0001194167 | 2024-07-19T00:00:00 | 42 | Lagos | agent | tier2 | 0.811375 | 0.894215 | 13 | true |
APP-0001807452 | 2024-01-10T00:00:00 | 18 | Edo | mobile_app | tier3 | 0.921201 | 0.718775 | 7 | true |
APP-0001137293 | 2023-08-25T00:00:00 | 33 | Rivers | agent | tier2 | 0.544444 | 0.831009 | 54 | true |
APP-0001299362 | 2024-11-29T00:00:00 | 35 | Lagos | web | tier3 | 0.915679 | 0.851474 | 8 | true |
APP-0001328024 | 2023-09-22T00:00:00 | 40 | Lagos | web | tier2 | 0.700468 | 0.736955 | 18 | true |
APP-0000943701 | 2024-12-21T00:00:00 | 30 | Rivers | mobile_app | tier2 | 0.736646 | 0.905141 | 7 | true |
APP-0001143940 | 2023-11-27T00:00:00 | 33 | Sokoto | mobile_app | tier2 | 0.638278 | 0.791346 | 24 | false |
APP-0000233447 | 2023-12-14T00:00:00 | 41 | Sokoto | mobile_app | tier2 | 0.712088 | 0.715365 | 90 | true |
APP-0001801916 | 2024-09-30T00:00:00 | 19 | Edo | mobile_app | tier3 | 0.942387 | 0.77494 | 13 | true |
APP-0000630613 | 2024-08-24T00:00:00 | 23 | Lagos | mobile_app | tier1 | 0.691114 | 0.627575 | 38 | false |
APP-0001197240 | 2023-05-12T00:00:00 | 18 | Abuja (FCT) | mobile_app | tier2 | 0.616061 | 0.859101 | 58 | false |
APP-0000821616 | 2023-03-29T00:00:00 | 27 | Anambra | agent | tier1 | 0.992548 | 0.650189 | 16 | true |
APP-0001598908 | 2024-11-02T00:00:00 | 18 | Anambra | mobile_app | tier2 | 0.904989 | 0.980027 | 20 | true |
APP-0000496723 | 2024-08-23T00:00:00 | 31 | Enugu | mobile_app | tier1 | 0.967157 | 0.761664 | 13 | true |
APP-0000800240 | 2024-06-25T00:00:00 | 31 | Kaduna | mobile_app | tier2 | 0.90643 | 0.750223 | 23 | false |
APP-0001732839 | 2023-10-04T00:00:00 | 24 | Rivers | web | tier1 | 0.704049 | 0.889463 | 6 | true |
APP-0001736791 | 2024-02-27T00:00:00 | 18 | Kano | mobile_app | tier1 | 0.972562 | 0.991365 | 28 | true |
APP-0000856625 | 2023-06-24T00:00:00 | 27 | Edo | mobile_app | tier2 | 0.649219 | 0.847714 | 11 | false |
APP-0001788342 | 2024-01-16T00:00:00 | 18 | Abuja (FCT) | web | tier3 | 0.757066 | 0.793813 | 9 | false |
APP-0001368232 | 2024-12-10T00:00:00 | 37 | Lagos | web | tier2 | 0.971616 | 0.685616 | 4 | true |
APP-0001070627 | 2024-01-12T00:00:00 | 51 | Rivers | agent | tier3 | 0.669104 | 0.636373 | 53 | false |
APP-0001263212 | 2024-11-26T00:00:00 | 45 | Lagos | mobile_app | tier1 | 0.803933 | 0.793373 | 120 | false |
APP-0000622740 | 2023-02-26T00:00:00 | 41 | Delta | agent | tier2 | 0.626997 | 0.905429 | 37 | true |
APP-0001161390 | 2024-04-06T00:00:00 | 34 | Lagos | mobile_app | tier2 | 0.921415 | 0.765741 | 11 | false |
APP-0000949716 | 2024-10-21T00:00:00 | 43 | Abuja (FCT) | mobile_app | tier3 | 0.964739 | 0.994701 | 42 | true |
APP-0001217658 | 2024-11-07T00:00:00 | 43 | Abuja (FCT) | web | tier2 | 0.516432 | 0.638095 | 2 | true |
APP-0000335857 | 2023-01-16T00:00:00 | 22 | Lagos | mobile_app | tier2 | 0.88526 | 0.616574 | 68 | false |
APP-0001183240 | 2024-01-11T00:00:00 | 49 | Lagos | mobile_app | tier1 | 0.564698 | 0.604523 | 24 | true |
APP-0001740835 | 2024-04-25T00:00:00 | 22 | Kwara | web | tier1 | 0.983088 | 0.793245 | 36 | true |
APP-0000579998 | 2023-03-12T00:00:00 | 36 | Oyo | mobile_app | tier2 | 0.609696 | 0.803373 | 68 | true |
APP-0000360726 | 2024-04-15T00:00:00 | 18 | Kaduna | agent | tier2 | 0.609974 | 0.783863 | 7 | true |
APP-0001181577 | 2023-02-02T00:00:00 | 53 | Lagos | web | tier3 | 0.85726 | 0.85848 | 12 | true |
APP-0000247569 | 2024-03-25T00:00:00 | 36 | Abuja (FCT) | mobile_app | tier2 | 0.962005 | 0.688424 | 10 | true |
APP-0000114962 | 2024-05-14T00:00:00 | 40 | Kano | web | tier2 | 0.845164 | 0.772676 | 120 | true |
APP-0001677883 | 2023-02-20T00:00:00 | 38 | Ogun | agent | tier2 | 0.599228 | 0.782405 | 34 | true |
APP-0001995533 | 2024-08-27T00:00:00 | 47 | Abuja (FCT) | mobile_app | tier3 | 0.845004 | 0.826089 | 14 | true |
APP-0000330250 | 2024-09-24T00:00:00 | 18 | Ogun | mobile_app | tier2 | 0.80415 | 0.98593 | 31 | true |
APP-0001255237 | 2023-08-25T00:00:00 | 22 | Lagos | mobile_app | tier2 | 0.522199 | 0.750432 | 12 | true |
APP-0001683064 | 2023-03-07T00:00:00 | 18 | Lagos | web | tier1 | 0.913894 | 0.603089 | 52 | true |
APP-0001164657 | 2024-01-07T00:00:00 | 52 | Lagos | mobile_app | tier1 | 0.596691 | 0.884307 | 101 | true |
APP-0000292584 | 2023-03-28T00:00:00 | 29 | Abuja (FCT) | mobile_app | tier3 | 0.61692 | 0.616931 | 36 | false |
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