{"id":22218145,"url":"https://github.com/ridwanullahi-code/university-rank-analysis","last_synced_at":"2025-08-16T23:12:11.493Z","repository":{"id":104952032,"uuid":"505167152","full_name":"Ridwanullahi-code/University-Rank-Analysis","owner":"Ridwanullahi-code","description":null,"archived":false,"fork":false,"pushed_at":"2024-04-04T00:26:27.000Z","size":259,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-25T07:17:13.829Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Ridwanullahi-code.png","metadata":{"files":{"readme":"Readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-06-19T16:49:59.000Z","updated_at":"2022-10-11T12:55:54.000Z","dependencies_parsed_at":"2024-12-02T22:19:52.277Z","dependency_job_id":"59852c0e-6e98-45dc-82a3-7d6a75b511cc","html_url":"https://github.com/Ridwanullahi-code/University-Rank-Analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Ridwanullahi-code/University-Rank-Analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ridwanullahi-code%2FUniversity-Rank-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ridwanullahi-code%2FUniversity-Rank-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ridwanullahi-code%2FUniversity-Rank-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ridwanullahi-code%2FUniversity-Rank-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ridwanullahi-code","download_url":"https://codeload.github.com/Ridwanullahi-code/University-Rank-Analysis/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ridwanullahi-code%2FUniversity-Rank-Analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270781393,"owners_count":24643820,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-16T02:00:11.002Z","response_time":91,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-12-02T22:19:23.168Z","updated_at":"2025-08-16T23:12:11.475Z","avatar_url":"https://github.com/Ridwanullahi-code.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"Project Title: Investigate Universities dataset\nTable of Contents\nIntroduction\nData Wrangling\nExploratory Data Analysis\nConclusions\nIntroduction\nuniversity rankings are rankings of institutions in higher education based on combinations of various factors. None of the rankings give a comprehensive overview of the strengths of the institutions because all select a range of quantifiable characteristics to base their results on. In this project all data analysis process will perform to get an insight from historical data to make a better decisions.\n\nData Wrangling\nThis is the process of gathering, accessing and cleaning noise data.\nData Gathering: process of collecting/downloading data from different sources\n\nData gathering can happen in a number of ways:\n\nDownloading files that are readily available\nGetting data from an API or web scrapping\nPulling data from existing databases\nThis data consists of different universities records with their respective rankings according national ranking system.\nWord_rank: Ranking of each university\nUniversity: University Name\nNational_rank: ranks of each nation\nTotal_score\nAlumni\nAward: university awards per years\nPub: Total number of publication per year\nYear: university established year\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fridwanullahi-code%2Funiversity-rank-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fridwanullahi-code%2Funiversity-rank-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fridwanullahi-code%2Funiversity-rank-analysis/lists"}