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-0001798348 | 2023-10-06T00:00:00 | 36 | Edo | mobile_app | tier2 | 0.526281 | 0.890928 | 13 | true |
APP-0000225897 | 2023-08-25T00:00:00 | 31 | Imo | mobile_app | tier2 | 0.571928 | 0.956461 | 25 | true |
APP-0001195080 | 2023-05-17T00:00:00 | 38 | Lagos | mobile_app | tier1 | 0.704735 | 0.891987 | 10 | false |
APP-0000754124 | 2024-08-03T00:00:00 | 19 | Lagos | mobile_app | tier3 | 0.748932 | 0.637118 | 3 | true |
APP-0000802445 | 2023-09-14T00:00:00 | 45 | Delta | web | tier1 | 0.938469 | 0.705252 | 78 | true |
APP-0000716266 | 2024-02-16T00:00:00 | 29 | Imo | mobile_app | tier3 | 0.523421 | 0.72463 | 15 | false |
APP-0001234556 | 2024-08-06T00:00:00 | 21 | Lagos | web | tier2 | 0.756212 | 0.743575 | 14 | false |
APP-0000819625 | 2024-05-30T00:00:00 | 18 | Lagos | mobile_app | tier3 | 0.947543 | 0.67881 | 10 | true |
APP-0001146110 | 2024-01-23T00:00:00 | 38 | Imo | mobile_app | tier2 | 0.624907 | 0.83467 | 12 | true |
APP-0001070780 | 2023-12-25T00:00:00 | 25 | Anambra | web | tier3 | 0.768299 | 0.939125 | 7 | true |
APP-0001018090 | 2023-12-03T00:00:00 | 41 | Edo | mobile_app | tier3 | 0.687684 | 0.651281 | 10 | false |
APP-0000601239 | 2023-11-26T00:00:00 | 43 | Katsina | mobile_app | tier2 | 0.7573 | 0.679059 | 25 | false |
APP-0001077581 | 2024-07-03T00:00:00 | 24 | Katsina | mobile_app | tier3 | 0.649519 | 0.629453 | 17 | false |
APP-0000477881 | 2023-03-28T00:00:00 | 30 | Rivers | agent | tier1 | 0.933957 | 0.88253 | 34 | true |
APP-0001978794 | 2023-04-01T00:00:00 | 32 | Sokoto | mobile_app | tier3 | 0.877826 | 0.885976 | 6 | true |
APP-0000488862 | 2023-02-01T00:00:00 | 41 | Delta | mobile_app | tier2 | 0.51817 | 0.792513 | 24 | true |
APP-0000594657 | 2024-12-01T00:00:00 | 41 | Abuja (FCT) | mobile_app | tier2 | 0.610644 | 0.862998 | 16 | true |
APP-0001191246 | 2024-07-09T00:00:00 | 35 | Abuja (FCT) | mobile_app | tier1 | 0.833766 | 0.657772 | 83 | true |
APP-0000825295 | 2023-07-22T00:00:00 | 21 | Cross River | mobile_app | tier1 | 0.566416 | 0.816169 | 24 | true |
APP-0000707052 | 2024-05-20T00:00:00 | 39 | Katsina | mobile_app | tier2 | 0.591604 | 0.855165 | 5 | true |
APP-0000822188 | 2024-08-07T00:00:00 | 31 | Katsina | web | tier2 | 0.570546 | 0.9091 | 33 | true |
APP-0000427914 | 2024-03-11T00:00:00 | 29 | Kano | mobile_app | tier2 | 0.693098 | 0.656856 | 37 | true |
APP-0001460565 | 2023-04-21T00:00:00 | 29 | Cross River | mobile_app | tier3 | 0.918992 | 0.645423 | 60 | true |
APP-0000362555 | 2024-02-24T00:00:00 | 60 | Lagos | agent | tier2 | 0.65648 | 0.832659 | 110 | true |
APP-0001385885 | 2024-10-20T00:00:00 | 33 | Rivers | mobile_app | tier1 | 0.713189 | 0.620389 | 4 | true |
APP-0001407328 | 2024-04-20T00:00:00 | 35 | Lagos | web | tier1 | 0.593376 | 0.947682 | 13 | true |
APP-0001953684 | 2024-05-17T00:00:00 | 32 | Edo | mobile_app | tier2 | 0.767506 | 0.953231 | 13 | false |
APP-0000783277 | 2023-06-27T00:00:00 | 37 | Yobe | mobile_app | tier3 | 0.503612 | 0.890553 | 120 | true |
APP-0001306281 | 2024-03-08T00:00:00 | 50 | Kano | mobile_app | tier2 | 0.522802 | 0.770851 | 120 | false |
APP-0000218120 | 2023-10-21T00:00:00 | 22 | Lagos | mobile_app | tier1 | 0.579516 | 0.773191 | 25 | true |
APP-0000007388 | 2024-11-12T00:00:00 | 41 | Oyo | mobile_app | tier2 | 0.929164 | 0.755288 | 19 | true |
APP-0001406804 | 2023-06-13T00:00:00 | 20 | Ekiti | mobile_app | tier3 | 0.924591 | 0.918257 | 28 | true |
APP-0001980412 | 2023-11-01T00:00:00 | 22 | Katsina | mobile_app | tier3 | 0.849549 | 0.773757 | 120 | true |
APP-0000529819 | 2024-09-27T00:00:00 | 36 | Kaduna | agent | tier1 | 0.823247 | 0.624306 | 16 | false |
APP-0001082252 | 2024-12-18T00:00:00 | 35 | Kano | mobile_app | tier2 | 0.96024 | 0.889265 | 36 | true |
APP-0001023583 | 2024-05-27T00:00:00 | 27 | Lagos | mobile_app | tier1 | 0.824884 | 0.907633 | 27 | true |
APP-0000766713 | 2023-08-29T00:00:00 | 20 | Rivers | web | tier1 | 0.79063 | 0.798075 | 74 | true |
APP-0000209888 | 2023-09-26T00:00:00 | 54 | Lagos | agent | tier2 | 0.75507 | 0.825506 | 4 | true |
APP-0000991301 | 2024-03-17T00:00:00 | 39 | Lagos | agent | tier3 | 0.903843 | 0.83948 | 40 | true |
APP-0001259530 | 2024-10-01T00:00:00 | 46 | Kano | agent | tier1 | 0.922056 | 0.916332 | 56 | true |
APP-0001882354 | 2023-06-08T00:00:00 | 24 | Edo | mobile_app | tier2 | 0.780004 | 0.814396 | 5 | true |
APP-0001135770 | 2023-06-02T00:00:00 | 25 | Katsina | web | tier2 | 0.549616 | 0.950509 | 120 | false |
APP-0001867048 | 2023-08-27T00:00:00 | 19 | Katsina | web | tier3 | 0.799569 | 0.989936 | 4 | true |
APP-0001534883 | 2024-04-08T00:00:00 | 18 | Benue | mobile_app | tier2 | 0.573566 | 0.940229 | 3 | true |
APP-0000687313 | 2024-02-02T00:00:00 | 53 | Cross River | mobile_app | tier2 | 0.598325 | 0.719032 | 44 | true |
APP-0000404346 | 2024-03-08T00:00:00 | 36 | Abuja (FCT) | mobile_app | tier3 | 0.865123 | 0.728948 | 14 | true |
APP-0001292209 | 2024-01-11T00:00:00 | 48 | Abuja (FCT) | web | tier1 | 0.614945 | 0.923149 | 3 | true |
APP-0001968363 | 2023-06-15T00:00:00 | 23 | Abuja (FCT) | web | tier2 | 0.744116 | 0.623097 | 79 | true |
APP-0000534015 | 2023-11-05T00:00:00 | 31 | Abia | mobile_app | tier2 | 0.783992 | 0.648848 | 50 | false |
APP-0000287234 | 2023-01-20T00:00:00 | 36 | Anambra | mobile_app | tier3 | 0.760438 | 0.857606 | 3 | true |
APP-0000743068 | 2024-06-29T00:00:00 | 37 | Zamfara | agent | tier2 | 0.855621 | 0.894155 | 37 | true |
APP-0001908938 | 2024-12-04T00:00:00 | 32 | Ogun | agent | tier2 | 0.603827 | 0.850822 | 8 | false |
APP-0000081181 | 2024-11-02T00:00:00 | 31 | Ogun | mobile_app | tier2 | 0.651677 | 0.791358 | 46 | true |
APP-0001619451 | 2023-09-18T00:00:00 | 44 | Rivers | mobile_app | tier3 | 0.820564 | 0.856465 | 66 | true |
APP-0000197393 | 2023-09-05T00:00:00 | 24 | Lagos | agent | tier2 | 0.744175 | 0.859044 | 25 | true |
APP-0000456896 | 2023-04-15T00:00:00 | 52 | Ogun | web | tier1 | 0.911748 | 0.633672 | 5 | true |
APP-0001880356 | 2023-01-04T00:00:00 | 27 | Lagos | agent | tier3 | 0.652259 | 0.785361 | 9 | true |
APP-0001072714 | 2023-11-06T00:00:00 | 41 | Rivers | web | tier3 | 0.823738 | 0.751438 | 77 | true |
APP-0000655599 | 2024-04-28T00:00:00 | 44 | Abuja (FCT) | web | tier1 | 0.959191 | 0.732874 | 120 | true |
APP-0001389457 | 2023-06-22T00:00:00 | 36 | Lagos | mobile_app | tier2 | 0.887612 | 0.891309 | 17 | true |
APP-0000567640 | 2024-05-02T00:00:00 | 23 | Rivers | mobile_app | tier2 | 0.606658 | 0.904962 | 12 | true |
APP-0001577943 | 2024-03-25T00:00:00 | 32 | Kaduna | agent | tier2 | 0.900575 | 0.914649 | 3 | true |
APP-0000314232 | 2024-11-01T00:00:00 | 18 | Enugu | mobile_app | tier2 | 0.992776 | 0.897316 | 4 | true |
APP-0000206844 | 2024-11-01T00:00:00 | 26 | Abuja (FCT) | mobile_app | tier2 | 0.604764 | 0.905657 | 14 | false |
APP-0000768046 | 2023-08-31T00:00:00 | 38 | Lagos | mobile_app | tier2 | 0.674011 | 0.946889 | 5 | true |
APP-0000660188 | 2024-07-18T00:00:00 | 30 | Zamfara | mobile_app | tier2 | 0.582012 | 0.776452 | 11 | true |
APP-0001590263 | 2023-12-11T00:00:00 | 21 | Kaduna | mobile_app | tier2 | 0.64204 | 0.859992 | 16 | true |
APP-0000285883 | 2024-06-09T00:00:00 | 46 | Lagos | agent | tier2 | 0.930554 | 0.953468 | 30 | true |
APP-0000490340 | 2024-11-06T00:00:00 | 40 | Rivers | mobile_app | tier2 | 0.686087 | 0.62165 | 15 | true |
APP-0001319704 | 2024-04-18T00:00:00 | 18 | Lagos | mobile_app | tier3 | 0.698825 | 0.832084 | 118 | true |
APP-0001023300 | 2024-01-17T00:00:00 | 37 | Lagos | agent | tier1 | 0.597622 | 0.935241 | 16 | false |
APP-0000386516 | 2024-12-27T00:00:00 | 27 | Abia | mobile_app | tier3 | 0.954985 | 0.600606 | 26 | true |
APP-0000845838 | 2024-03-14T00:00:00 | 25 | Lagos | mobile_app | tier2 | 0.725727 | 0.729805 | 11 | true |
APP-0001946353 | 2023-07-25T00:00:00 | 42 | Ondo | web | tier2 | 0.526102 | 0.931638 | 19 | false |
APP-0001925233 | 2024-07-26T00:00:00 | 31 | Kaduna | web | tier3 | 0.647495 | 0.74069 | 5 | true |
APP-0001287863 | 2023-07-26T00:00:00 | 33 | Rivers | web | tier1 | 0.872072 | 0.895546 | 20 | true |
APP-0001444641 | 2024-02-17T00:00:00 | 18 | Lagos | web | tier2 | 0.614314 | 0.909193 | 11 | true |
APP-0000743263 | 2023-04-09T00:00:00 | 33 | Kaduna | mobile_app | tier2 | 0.512885 | 0.63661 | 9 | true |
APP-0001968059 | 2023-05-07T00:00:00 | 36 | Imo | web | tier2 | 0.815328 | 0.703595 | 9 | true |
APP-0001410459 | 2024-08-25T00:00:00 | 46 | Lagos | mobile_app | tier2 | 0.724644 | 0.798902 | 41 | true |
APP-0001852382 | 2024-11-13T00:00:00 | 31 | Enugu | mobile_app | tier3 | 0.909051 | 0.755072 | 40 | true |
APP-0000737421 | 2023-08-04T00:00:00 | 22 | Lagos | web | tier3 | 0.957732 | 0.665241 | 29 | true |
APP-0000852325 | 2024-05-06T00:00:00 | 18 | Oyo | mobile_app | tier3 | 0.582388 | 0.979776 | 12 | true |
APP-0000463613 | 2023-01-11T00:00:00 | 39 | Lagos | mobile_app | tier2 | 0.634235 | 0.696559 | 59 | true |
APP-0000548418 | 2023-04-29T00:00:00 | 32 | Benue | mobile_app | tier1 | 0.892532 | 0.873862 | 97 | true |
APP-0000045473 | 2023-09-08T00:00:00 | 36 | Kano | web | tier2 | 0.735365 | 0.758126 | 7 | true |
APP-0001746964 | 2023-12-24T00:00:00 | 21 | Ogun | web | tier3 | 0.828943 | 0.67528 | 18 | false |
APP-0001496335 | 2023-07-31T00:00:00 | 31 | Abuja (FCT) | web | tier1 | 0.932738 | 0.822223 | 19 | true |
APP-0001978706 | 2023-01-15T00:00:00 | 39 | Lagos | web | tier2 | 0.984467 | 0.676431 | 41 | true |
APP-0000042093 | 2024-09-10T00:00:00 | 31 | Lagos | web | tier2 | 0.954033 | 0.600094 | 49 | true |
APP-0001047983 | 2023-06-11T00:00:00 | 32 | Abia | mobile_app | tier2 | 0.955737 | 0.745175 | 9 | false |
APP-0000449764 | 2024-11-15T00:00:00 | 34 | Jigawa | agent | tier2 | 0.923154 | 0.847322 | 62 | true |
APP-0001959788 | 2023-03-04T00:00:00 | 22 | Delta | mobile_app | tier2 | 0.619541 | 0.607366 | 42 | false |
APP-0001436670 | 2024-02-06T00:00:00 | 22 | Lagos | mobile_app | tier2 | 0.684134 | 0.850442 | 40 | true |
APP-0000131299 | 2023-04-30T00:00:00 | 18 | Kaduna | mobile_app | tier2 | 0.559573 | 0.876318 | 39 | false |
APP-0000179491 | 2023-09-19T00:00:00 | 40 | Benue | mobile_app | tier1 | 0.721851 | 0.820092 | 5 | false |
APP-0000254135 | 2024-02-08T00:00:00 | 29 | Lagos | mobile_app | tier2 | 0.714311 | 0.84908 | 30 | false |
APP-0001932001 | 2023-11-24T00:00:00 | 40 | Imo | web | tier3 | 0.894607 | 0.843972 | 22 | true |
APP-0000887559 | 2024-05-25T00:00:00 | 26 | Anambra | web | tier2 | 0.609701 | 0.831628 | 22 | true |
APP-0001317956 | 2024-12-08T00:00:00 | 41 | Abuja (FCT) | agent | tier3 | 0.572901 | 0.830727 | 107 | false |
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