{"id":17677698,"url":"https://github.com/tyh71/covid19","last_synced_at":"2025-09-16T17:36:04.035Z","repository":{"id":133826016,"uuid":"349781427","full_name":"TYH71/covid19","owner":"TYH71","description":"COVID19 Dashboard","archived":false,"fork":false,"pushed_at":"2021-09-29T05:38:40.000Z","size":247,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-05T20:03:39.340Z","etag":null,"topics":["johns-hopkins-university","pandemic","streamlit"],"latest_commit_sha":null,"homepage":"","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/TYH71.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":"2021-03-20T16:42:50.000Z","updated_at":"2021-10-16T04:05:09.000Z","dependencies_parsed_at":null,"dependency_job_id":"fc8369a8-b57e-4882-b254-30f9b3fe6ab1","html_url":"https://github.com/TYH71/covid19","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TYH71%2Fcovid19","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TYH71%2Fcovid19/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TYH71%2Fcovid19/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TYH71%2Fcovid19/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/TYH71","download_url":"https://codeload.github.com/TYH71/covid19/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246358132,"owners_count":20764364,"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","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":["johns-hopkins-university","pandemic","streamlit"],"created_at":"2024-10-24T07:29:20.645Z","updated_at":"2025-09-16T17:35:58.962Z","avatar_url":"https://github.com/TYH71.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# COVID-19 Dashboard\n\n\u003e Web URL : https://share.streamlit.io/tyh71/covid19/main/app.py\n\nThis web application aims to deliver interative dashboard with relevant visualisations based on real time COVID-19 Pandemic Data. It was first identified in December 2019 in Wuhan, China. The World Health Organization declared the outbreak a Public Health Emergency of International Concern in January 2020 and a pandemic in March 2020. Data is sourced from Johns Hopkins University CSSE.\n\n![image](https://user-images.githubusercontent.com/64251764/111898058-979ade00-8a5e-11eb-8510-ede37f461ef8.png)\n\n- Author : TYH71\n- Data : COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University\n- Source: https://github.com/CSSEGISandData/COVID-19/\n- Dependencies: streamlit, pandas, plotly\n\n![image](https://user-images.githubusercontent.com/64251764/111898076-c1ec9b80-8a5e-11eb-9e0a-3a6dc988d384.png)\n\nThis data set is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0) by the Johns Hopkins University on behalf of its Center for Systems Science in Engineering.\n\nData URL: https://raw.githubusercontent.com/CSSEGISandData/COVID-19/web-data/data/cases_country.csv\n\n## Running the Web App\n\nEnsure streamlit is being installed in the environment before hand\n\n\u003ccode\u003epip install streamlit --upgrade\u003c/code\u003e\n\nRun this command in the console\n\n\u003ccode\u003estreamlit run app.py\u003c/code\u003e\n\n## Files\n\n- app.py - main web application file deployed using streamlit\n- updated.ipynb - jupyter notebook file to show initial numerical and graphical summaries based on live data\n- time_series.ipynb - work around time series data\n\n## Visualisations\n\n### Scatter Map\nDisplay data points across the map. \u003cbr\u003e\nMap projection: Robinson \u003cbr\u003e\n![image](https://user-images.githubusercontent.com/64251764/111898095-db8de300-8a5e-11eb-9877-e3f6588189f8.png)\n\n### Time-Series Graph\nFeatures a slider and country selection. \u003cbr\u003e\n![image](https://user-images.githubusercontent.com/64251764/111898105-eea0b300-8a5e-11eb-9e84-2f521de6be6f.png)\n\n### Ranking Chart\nTop 10 countries in terms of ranking \u003cbr\u003e\n![image](https://user-images.githubusercontent.com/64251764/111898119-fd876580-8a5e-11eb-8251-d2e503d75d6f.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftyh71%2Fcovid19","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftyh71%2Fcovid19","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftyh71%2Fcovid19/lists"}