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 Awesome Coronavirus !Awesome (https://awesome.re/badge.svg) (https://awesome.re)  (#donation-and-sponsoring)
▐ Huge collection of useful projects and resources for COVID-19 (2019 novel Coronavirus)
COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers around the world are building applications for the public to get up-to-date and accurate information as quickly as possible. 
If you are interested to add an item to this list, please read the contribution guidelines (https://github.com/soroushchehresa/awesome-coronavirus/blob/master/contributing.md) first!
Contents
- Get to Know (#get-to-know)
- Open Source Projects (#open-source-projects)
 - API (#api)
 - Statistics and Datasets (#statistics-and-datasets)
 - Models (#models)
 - Learning (#learning)
 - Maps (#maps)
 - Applications and Bots (#applications-and-bots)
 - Packages and Scripts (#packages-and-scripts)
 - CLI (#cli)
 - Hardware (#hardware)
 - Data Stream (#data-stream)
- Applications (#applications)
 - Web Apps (#web-apps)
 - Android Apps (#android-apps)
 - IOS Apps (#ios-apps)
- Education and Courses (#education-and-courses)
- Social (#social)
 - Twitter (#twitter)
 - Telegram (#telegram)
 - WhatsApp (#whatsApp)
 - Forum (#forum)
- Articles and Books (#articles-and-books)
- Research Outlets (#research-outlets)
- Interactive Applications (#interactive-applications)
- Hackathons (#hackathons)
- Current Status (#current-status)
- Vaccination (#vaccination)
- Donation and Sponsoring (#donation-and-sponsoring)
- Contribution (#contribution)
Get to Know
│ Link │ Description │
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────────────────┤
│Coronavirus (https://www.who.int/health-topics/coronavirus) │World Health Organization.│
│Novel coronavirus (COVID-19) (https://www.who.int/emergencies/diseases/novel-coronavirus-2019) │World Health Organization.│
│Coronavirus disease (COVID-19) advice for the public (https://www.who.int/emergencies/diseases/novel-coronavirus-2019/advice-for-public)│World Health Organization.│
│Q&A on coronaviruses (COVID-19) (https://www.who.int/news-room/q-a-detail/q-a-coronaviruses) │World Health Organization.│
Open Source Projects
API
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 2409 | @disease-sh (https://github.com/disease-sh)/API (https://github.com/disease-sh/API) | API for Current cases and more stuff about COVID-19 and Influenza |
 | 2409 | @disease-sh (https://github.com/disease-sh)/API (https://github.com/disease-sh/API) | API for Current cases and more stuff about COVID-19 and Influenza |
 | 2010 | @BlankerL (https://github.com/BlankerL)/DXY-COVID-19-Crawler (https://github.com/BlankerL/DXY-COVID-19-Crawler) | 2019新型冠状病毒疫情实时爬虫及API | COVID-19/2019-nCoV Realtime Infection Crawler and 
API |
 | 1605 | @ExpDev07 (https://github.com/ExpDev07)/coronavirus-tracker-api (https://github.com/ExpDev07/coronavirus-tracker-api) | 🦠 A simple and fast (< 200ms) API for tracking the global coronavirus 
(COVID-19, SARS-CoV-2) outbreak. It's written in python using the 🔥 FastAPI framework. Supports multiple sources! |
 | 1366 | @mathdroid (https://github.com/mathdroid)/covid-19-api (https://github.com/mathdroid/covid-19-api) | COVID-19 global data (from JHU CSSE for now) as-a-service |
 | 730 | @OxCGRT (https://github.com/OxCGRT)/covid-policy-tracker (https://github.com/OxCGRT/covid-policy-tracker) | Systematic dataset of Covid-19 policy, from Oxford University |
 | 668 | @covid19india (https://github.com/covid19india)/api (https://github.com/covid19india/api) | Moved to https://github.com/covid19india/data/ |
 | 412 | @M-Media-Group (https://github.com/M-Media-Group)/Covid-19-API (https://github.com/M-Media-Group/Covid-19-API) | This is the code running in AWS Lambda powering covid-api.mmediagroup.fr/v1. The API 
provides realtime and historical data on Coronavirus COVID-19 confirmed cases, deaths, and recovered cases. This API has now been called over 40 million times, thank you! |
 | 326 | @amodm (https://github.com/amodm)/api-covid19-in (https://github.com/amodm/api-covid19-in) | COVID Rest API for India data, using Cloudflare Workers |
 | 255 | @marlon360 (https://github.com/marlon360)/rki-covid-api (https://github.com/marlon360/rki-covid-api) | 🦠🇩🇪📈 An API for the spread of covid-19 in Germany. Data from Robert-Koch-Institut. |
 | 125 | @ryo-ma (https://github.com/ryo-ma)/covid19-japan-web-api (https://github.com/ryo-ma/covid19-japan-web-api) | 🇯🇵 Web API to get 🦠COVID-19(coronavirus) information of each prefecture in Japan |
 | 123 | @Laeyoung (https://github.com/Laeyoung)/COVID-19-API (https://github.com/Laeyoung/COVID-19-API) | API Service for tracking the COVID-19 |
 | 121 | @bizz84 (https://github.com/bizz84)/coronavirus_rest_api_flutter_course (https://github.com/bizz84/coronavirus_rest_api_flutter_course) | Coronavirus REST API Flutter Course |
 | 121 | @nat236919 (https://github.com/nat236919)/covid19-api (https://github.com/nat236919/covid19-api) | API for exploring COVID-19 cases around the globe |
 | 85 | @pastelsky (https://github.com/pastelsky)/covid-19-mobility-tracker (https://github.com/pastelsky/covid-19-mobility-tracker) | Google Mobility Reports, reverse-engineered into a JSON / CSV API |
 | 84 | @rlindskog (https://github.com/rlindskog)/covid19-graphql (https://github.com/rlindskog/covid19-graphql) | COVID-19 GraphQL API |
 | 77 | @ChrisMichaelPerezSantiago (https://github.com/ChrisMichaelPerezSantiago)/covid19 (https://github.com/ChrisMichaelPerezSantiago/covid19) | This API provides updated real-time data on coronavirus cases 
from the worldometers page, provided by the most reputable organizations and statistical offices in the world. |
 | 75 | @COVID19Tracking (https://github.com/COVID19Tracking)/covid-tracking-api (https://github.com/COVID19Tracking/covid-tracking-api) | COVID-19 Rest & GraphQL API for US data, using Cloudflare Workers |
 | 61 | @andreagrandi (https://github.com/andreagrandi)/covid-api (https://github.com/andreagrandi/covid-api) | COVID19 Api based on Johns Hopkins CSSE data |
 | 49 | @Covid-19-Response-Greece (https://github.com/Covid-19-Response-Greece)/covid19-greece-api (https://github.com/Covid-19-Response-Greece/covid19-greece-api) | 🦠 A simple and fast API for tracking the 
coronavirus (COVID-19) outbreak in Greece 🇬🇷 |
 | 43 | @yahoo (https://github.com/yahoo)/covid-19-api (https://github.com/yahoo/covid-19-api) | Yahoo Knowledge COVID-19 API provides JSON-API and GraphQL interfaces to access COVID-19 publicly sourced data |
 | 41 | @isjeffcom (https://github.com/isjeffcom)/coronvirusFigureUK (https://github.com/isjeffcom/coronvirusFigureUK) | A data crawler for geting COVID-19 figure from NHS official website |
 | 35 | @PotentialWeb (https://github.com/PotentialWeb)/CoronaTab (https://github.com/PotentialWeb/CoronaTab) | Free & Open source platform for COVID19 data. Dashboard - REST API - Browser Extension - 
Localised 🦠 😷 |
 | 20 | @cinemast (https://github.com/cinemast)/covid19-at (https://github.com/cinemast/covid19-at) | COVID-19 Stats and Maps for Austria |
 | 18 | @COVID19-SARS-CoV-2 (https://github.com/COVID19-SARS-CoV-2)/web-covid-api (https://github.com/COVID19-SARS-CoV-2/web-covid-api) | 🦠COVID-19 Coronavirus 🔥Tracker Dashboard and 🚀Super fast API's 
(< 200ms) 🆕Updates every 3 mins |
 | 17 | @AlaeddineMessadi (https://github.com/AlaeddineMessadi)/COVID-19-REPORT-API (https://github.com/AlaeddineMessadi/COVID-19-REPORT-API) | ⚕️🚑 COVID-19 API Service to keep tracking cases worldwide 🌍 |
 | 15 | @ffflorian (https://github.com/ffflorian)/api-clients (https://github.com/ffflorian/api-clients) | API clients for various services |
 | 13 | @mahabub81 (https://github.com/mahabub81)/covid-19-api (https://github.com/mahabub81/covid-19-api) | Covid-19 Data in Json and SQL format |
 | 13 | @yedhink (https://github.com/yedhink)/covid19-kerala-api-deprecated (https://github.com/yedhink/covid19-kerala-api-deprecated) | Deprecated - A fast API service for retrieving day to day stats about 
Coronavirus(COVID-19, SARS-CoV-2) outbreak in Kerala(India). |
 | 12 | @ExpDev07 (https://github.com/ExpDev07)/coronavirus-tracker (https://github.com/ExpDev07/coronavirus-tracker) | 🦠 A live tracker and visualization of the coronavirus (2019-nCoV). Consists purely of a 
frontend written in EmberJS. |
 | 7 | @lkd70 (https://github.com/lkd70)/coronapi (https://github.com/lkd70/coronapi) | A Coronavirus (COVID-19) tracking API (Bing data) |
 | 6 | @elias-garcia (https://github.com/elias-garcia)/covid-19-spain (https://github.com/elias-garcia/covid-19-spain) | 🇪🇸 REST API which exposes all of the COVID-19 stats for Spain extracted from the official 
spanish government daily reports. |
 | 5 | @slotix (https://github.com/slotix)/COVID-19 (https://github.com/slotix/COVID-19) | Coronavirus (COVID-19) open API |
 | 4 | @Spiderpig86 (https://github.com/Spiderpig86)/coronavirus-us-api (https://github.com/Spiderpig86/coronavirus-us-api) | 🦠🇺🇸 A fast (< 400ms) microservice for live statistics on 
Coronavirus/Covid-19/SARS-CoV-2 impact on the US. |
 | 3 | @episphere (https://github.com/episphere)/corona (https://github.com/episphere/corona) | Exploring realtime interoperability with COVID-19 data |
 | 1 | @cityxdev (https://github.com/cityxdev)/covid19GoogleMobilityJSON (https://github.com/cityxdev/covid19GoogleMobilityJSON) | A way to transform Google's mobility data during the COVID-19 pandemic to a 
JSON file per country |
 | 1 | @AtilioA (https://github.com/AtilioA)/COVID19-ES-Py (https://github.com/AtilioA/COVID19-ES-Py) | 🛠 API em Python para consulta de casos de COVID-19 no estado do Espírito Santo. |
 | 0 | @nsht (https://github.com/nsht)/coronavirus_api (https://github.com/nsht/coronavirus_api) | An API providing various stats around the virus. |
Statistics and Datasets
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 29275 | @CSSEGISandData (https://github.com/CSSEGISandData)/COVID-19 (https://github.com/CSSEGISandData/COVID-19) | Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE |
 | 6927 | @nytimes (https://github.com/nytimes)/covid-19-data (https://github.com/nytimes/covid-19-data) | An ongoing repository of data on coronavirus cases and deaths in the U.S. |
 | 6888 | @covid19india (https://github.com/covid19india)/covid19india-react (https://github.com/covid19india/covid19india-react) | Tracking the impact of COVID-19 in India |
 | 5541 | @owid (https://github.com/owid)/covid-19-data (https://github.com/owid/covid-19-data) | Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our 
World in Data |
 | 3926 | @pcm-dpc (https://github.com/pcm-dpc)/COVID-19 (https://github.com/pcm-dpc/COVID-19) | COVID-19 Italia - Monitoraggio situazione |
 | 2894 | @ieee8023 (https://github.com/ieee8023)/covid-chestxray-dataset (https://github.com/ieee8023/covid-chestxray-dataset) | We are building an open database of COVID-19 cases with chest X-ray or CT images.
|
 | 2232 | @BlankerL (https://github.com/BlankerL)/DXY-COVID-19-Data (https://github.com/BlankerL/DXY-COVID-19-Data) | 2019新型冠状病毒疫情时间序列数据仓库 | COVID-19/2019-nCoV Infection Time Series Data 
Warehouse |
 | 1646 | @github (https://github.com/github)/covid19-dashboard (https://github.com/github/covid19-dashboard) | A site that displays up to date COVID-19 stats, powered by fastpages. |
 | 1326 | @nextstrain (https://github.com/nextstrain)/ncov (https://github.com/nextstrain/ncov) | Nextstrain build for novel coronavirus SARS-CoV-2 |
 | 1233 | @pomber (https://github.com/pomber)/covid19 (https://github.com/pomber/covid19) | JSON time-series of coronavirus cases (confirmed, deaths and recovered) per country - updated daily |
 | 1153 | @datasets (https://github.com/datasets)/covid-19 (https://github.com/datasets/covid-19) | Novel Coronavirus 2019 time series data on cases |
 | 1107 | @FoldingAtHome (https://github.com/FoldingAtHome)/coronavirus (https://github.com/FoldingAtHome/coronavirus) | Folding@home COVID-19 efforts |
 | 1023 | @UCSD-AI4H (https://github.com/UCSD-AI4H)/COVID-CT (https://github.com/UCSD-AI4H/COVID-CT) | COVID-CT-Dataset: A CT Scan Dataset about COVID-19 |
 | 619 | @globalcitizen (https://github.com/globalcitizen)/2019-wuhan-coronavirus-data (https://github.com/globalcitizen/2019-wuhan-coronavirus-data) | 2019 Wuhan Coronavirus data (COVID-19 / 2019-nCoV) |
 | 540 | @turicas (https://github.com/turicas)/covid19-br (https://github.com/turicas/covid19-br) | Dados diários mais recentes do coronavírus por município brasileiro |
 | 481 | @RamiKrispin (https://github.com/RamiKrispin)/coronavirus (https://github.com/RamiKrispin/coronavirus) | The coronavirus dataset |
 | 436 | @openZH (https://github.com/openZH)/covid_19 (https://github.com/openZH/covid_19) | COVID19 case numbers of Cantons of Switzerland and Principality of Liechtenstein (FL). The data is updated at best 
once a day (times of collection and update may vary). Start with the README. |
 | 435 | @GuangchuangYu (https://github.com/GuangchuangYu)/nCov2019 (https://github.com/GuangchuangYu/nCov2019) | query stats of infected coronavirus cases |
 | 370 | @covidatlas (https://github.com/covidatlas)/coronadatascraper (https://github.com/covidatlas/coronadatascraper) | COVID-19 Coronavirus data scraped from government and curated data sources. |
 | 288 | @opencovid19-fr (https://github.com/opencovid19-fr)/data (https://github.com/opencovid19-fr/data) | Consolidation des données de sources officielles concernant l'épidémie de COVID19 |
 | 282 | @OssamaRafique (https://github.com/OssamaRafique)/Covid-19-Statistics-Dashboard-Angular-9 (https://github.com/OssamaRafique/Covid-19-Statistics-Dashboard-Angular-9) | 🦠Corona Virus / Covid 19 Tracker 
Dashboard With Awesome UI + PWA + NodeJS Scraper |
 | 267 | @trekhleb (https://github.com/trekhleb)/covid-19 (https://github.com/trekhleb/covid-19) | 📈 Coronavirus (COVID-19) dashboard to show the dynamics of Сoronavirus distribution per country |
 | 254 | @ActiveConclusion (https://github.com/ActiveConclusion)/COVID19_mobility (https://github.com/ActiveConclusion/COVID19_mobility) | COVID-19 Mobility Data Aggregator. Scraper of Google, Apple, Waze and 
TomTom COVID-19 Mobility Reports🚶🚘🚉 |
 | 207 | @colaboradados (https://github.com/colaboradados)/colaboradados.github.io (https://github.com/colaboradados/colaboradados.github.io) | O VEÍCULO COLABORATIVO SOBRE TRANSPARÊNCIA E OPEN DATA NO BRASIL. |
 | 182 | @jihoo-kim (https://github.com/jihoo-kim)/Data-Science-for-COVID-19 (https://github.com/jihoo-kim/Data-Science-for-COVID-19) | DS4C: Data Science for COVID-19 in South Korea |
 | 154 | @artic-network (https://github.com/artic-network)/artic-ncov2019 (https://github.com/artic-network/artic-ncov2019) | ARTIC nanopore protocol for nCoV2019 novel coronavirus |
 | 116 | @jianxu305 (https://github.com/jianxu305)/nCov2019_analysis (https://github.com/jianxu305/nCov2019_analysis) | Analysis of 2019-nCov coronavirus data |
 | 111 | @ozanerturk (https://github.com/ozanerturk)/covid19-turkey-api (https://github.com/ozanerturk/covid19-turkey-api) | https://ozanerturk.github.io/covid19-turkey-api/ Corona türkiye güncel dataset |
 | 106 | @yahoo (https://github.com/yahoo)/covid-19-data (https://github.com/yahoo/covid-19-data) | COVID-19 datasets are constructed entirely from primary (government and public agency) sources |
 | 77 | @tmacdou4 (https://github.com/tmacdou4)/2019-nCov (https://github.com/tmacdou4/2019-nCov) | Efforts towards proposing a potentially highly active molecule against a target protein of the 2019 Novel 
Coronavirus |
 | 73 | @v7labs (https://github.com/v7labs)/covid-19-xray-dataset (https://github.com/v7labs/covid-19-xray-dataset) | 12000+ manually drawn pixel-level lung segmentations, with and without covid |
 | 61 | @sociepy (https://github.com/sociepy)/covid19-vaccination-subnational (https://github.com/sociepy/covid19-vaccination-subnational) | 🌍💉 Global COVID-19 vaccination data at the regional level. |
 | 59 | @seandavi (https://github.com/seandavi)/sars2pack (https://github.com/seandavi/sars2pack) | An R package with over 50 highly cited, read-to-use, up-to-date COVID-19 pandemic data resources |
 | 56 | @UniversalDataTool (https://github.com/UniversalDataTool)/coronavirus-mask-image-dataset (https://github.com/UniversalDataTool/coronavirus-mask-image-dataset) | Image dataset from Instagram of people 
wearing medical masks, no mask, or a non-medical (DIY) mask |
 | 50 | @virtadpt (https://github.com/virtadpt)/exocortex-agents (https://github.com/virtadpt/exocortex-agents) | A collection of sample Huginn agents I use to demonstrate how they're put together, and a 
little of what they can do. |
 | 49 | @coviddata (https://github.com/coviddata)/coviddata (https://github.com/coviddata/coviddata) | Daily COVID-19 statistics by country, region, and city |
 | 47 | @jmcastagnetto (https://github.com/jmcastagnetto)/covid-19-peru-data (https://github.com/jmcastagnetto/covid-19-peru-data) | Datos de casos confirmados, negativos, defunciones y recuperados, transcritos 
de los tweets del MINSA (https://twitter.com/Minsa_Peru), de sus comunicados y de su "Sala Situacional...". |
 | 47 | @alext234 (https://github.com/alext234)/coronavirus-stats (https://github.com/alext234/coronavirus-stats) | Automatically scrape data and statistics on Coronavirus to make them easily accessible in CSV 
format |
 | 46 | @RamiKrispin (https://github.com/RamiKrispin)/coronavirus-csv (https://github.com/RamiKrispin/coronavirus-csv) | CSV format for the coronavirus R package dataset |
 | 42 | @ml-workgroup (https://github.com/ml-workgroup)/covid-19-image-repository (https://github.com/ml-workgroup/covid-19-image-repository) | Anonymized dataset of COVID-19 cases with a focus on radiological 
imaging. This includes images (x-ray / ct) with extensive metadata, such as admission-, ICU-, laboratory-, and patient master-data. |
 | 34 | @arnoudbuzing (https://github.com/arnoudbuzing)/wolfram-coronavirus (https://github.com/arnoudbuzing/wolfram-coronavirus) | Wolfram Language code and notebooks related to the coronavirus outbreak |
 | 30 | @lazargugleta (https://github.com/lazargugleta)/coronavirusStats (https://github.com/lazargugleta/coronavirusStats) | Track data for Coronavirus for your country. |
 | 25 | @cipriancraciun (https://github.com/cipriancraciun)/covid19-datasets (https://github.com/cipriancraciun/covid19-datasets) | COVID-19 derived and augmented datasets (based on JHU, NY Times, ECDC) exported
as JSON, TSV, SQL, SQLite DB (plus visualizations) |
 | 25 | @docligot (https://github.com/docligot)/coronatracker-analytics (https://github.com/docligot/coronatracker-analytics) | Analysis and reports based on novel coronavirus (nCoV-2019) data. |
 | 18 | @xhluca (https://github.com/xhluca)/covid-qa (https://github.com/xhluca/covid-qa) | A collection of COVID-19 question-answer pairs and transformer baselines for evaluating QA models (Official Repository)
|
 | 18 | @joaotinti75 (https://github.com/joaotinti75)/Coronavirus (https://github.com/joaotinti75/Coronavirus) | this code uses a daily database to display data in the form of a graph and map using the libraries
matplotlib and folium |
 | 17 | @cjvanlissa (https://github.com/cjvanlissa)/COVID19_metadata (https://github.com/cjvanlissa/COVID19_metadata) | Interoperable secondary data for research on the new COVID-19 coronavirus sars-cov-2 |
 | 16 | @kalisio (https://github.com/kalisio)/covid-19 (https://github.com/kalisio/covid-19) | Données cartographiques concernant l'épidémie de COVID-19 en France |
 | 15 | @defeatcovid19 (https://github.com/defeatcovid19)/defeatcovid19-project (https://github.com/defeatcovid19/defeatcovid19-project) | The aim of this project is to join together all the contribution that 
people around the world can offer to help everyone to overcome the devastating outbreak of COVID19 |
 | 14 | @xyjigsaw (https://github.com/xyjigsaw)/COVID-19-traces-Knowledge-Graph (https://github.com/xyjigsaw/COVID-19-traces-Knowledge-Graph) | COVID-19(2019-nCoV) traces data Knowledge Graph |
 | 10 | @rfearing (https://github.com/rfearing)/temp-covid-resources (https://github.com/rfearing/temp-covid-resources) | Available resources for those in need during the CoronaVirus Pandemic |
 | 8 | @sebaxtian (https://github.com/sebaxtian)/colombia_covid_19_pipe (https://github.com/sebaxtian/colombia_covid_19_pipe) | Pipeline to get data sources from Instituto Nacional de Salud - INS related to 
Covid19 cases daily report in Colombia to create datasets. |
 | 8 | @AlaeddineMessadi (https://github.com/AlaeddineMessadi)/COVID-19-REPORT-DASHBOARD (https://github.com/AlaeddineMessadi/COVID-19-REPORT-DASHBOARD) | ⚕️ COVID-19 daily report dashboard of all cases worldwide
⚕️ |
 | 3 | @ali-commits (https://github.com/ali-commits)/COVID19-Dataset (https://github.com/ali-commits/COVID19-Dataset) | the complete historical cleaned COVID19 data set |
 | 2 | @masdot (https://github.com/masdot)/cdp-corona-data-project (https://github.com/masdot/cdp-corona-data-project) | This projects plots and analyzes data related to the COVID-19 pandemic in Germany. |
 | 2 | @PhantasWeng (https://github.com/PhantasWeng)/coronavirus-daily-dashboard (https://github.com/PhantasWeng/coronavirus-daily-dashboard) | Coronavirus daily dashboard. 新冠病毒每日追蹤 |
 | 1 | @pranavmishra90 (https://github.com/pranavmishra90)/COVID-19 (https://github.com/pranavmishra90/COVID-19) | COVID-19 Dashboard - Created by Dr. Pranav Kumar Mishra and Dr. Shekhar Mishra. 
doi:10.5281/zenodo.4394299 |
 | 1 | @akshayajeevan (https://github.com/akshayajeevan)/covid19-us-states (https://github.com/akshayajeevan/covid19-us-states) | COVID-19 cases of USA States from JHU CSSE in JSON format |
 | 1 | @cityxdev (https://github.com/cityxdev)/covid19ByCountry (https://github.com/cityxdev/covid19ByCountry) | A small dashboard providing country comparison on COVID-19 data |
 | 1 | @hmpandey (https://github.com/hmpandey)/CoronaQs (https://github.com/hmpandey/CoronaQs) | HTML renderable dataset of FAQs with label collected from various trusted resources like government, UN, WHO etc. 
|
Models
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 1376 | @neherlab (https://github.com/neherlab)/covid19_scenarios (https://github.com/neherlab/covid19_scenarios) | Models of COVID-19 outbreak trajectories and hospital demand |
 | 1125 | @lindawangg (https://github.com/lindawangg)/COVID-Net (https://github.com/lindawangg/COVID-Net) | COVID-Net Open Source Initiative |
 | 945 | @ImperialCollegeLondon (https://github.com/ImperialCollegeLondon)/covid19model (https://github.com/ImperialCollegeLondon/covid19model) | Code for modelling estimated deaths and cases for COVID19. |
 | 642 | @midas-network (https://github.com/midas-network)/COVID-19 (https://github.com/midas-network/COVID-19) | 2019 novel coronavirus repository |
 | 216 | @Yu-Group (https://github.com/Yu-Group)/covid19-severity-prediction (https://github.com/Yu-Group/covid19-severity-prediction) | Extensive and accessible COVID-19 data + forecasting for counties and 
hospitals. 📈 |
 | 213 | @InstituteforDiseaseModeling (https://github.com/InstituteforDiseaseModeling)/covasim (https://github.com/InstituteforDiseaseModeling/covasim) | COVID-19 Agent-based Simulator (Covasim): a model for 
exploring coronavirus dynamics and interventions |
 | 136 | @pennsignals (https://github.com/pennsignals)/chime (https://github.com/pennsignals/chime) | COVID-19 Hospital Impact Model for Epidemics |
 | 83 | @coronafighter (https://github.com/coronafighter)/coronaSEIR (https://github.com/coronafighter/coronaSEIR) | Simple SEIR model Python script for the COVID-19 pandemic with real world data comparison. |
 | 59 | @HopkinsIDD (https://github.com/HopkinsIDD)/ncov_incubation (https://github.com/HopkinsIDD/ncov_incubation) | Estimating the incubation time of the novel coronavirus (nCoV-2019) based on traveler data 
using coarse data tools |
 | 25 | @COMOKIT (https://github.com/COMOKIT)/COMOKIT-Model (https://github.com/COMOKIT/COMOKIT-Model) | A GAMA (http://gama-platform.org) model on the assessment and comparisons of intervention policies against
the CoVid19 pandemics |
 | 21 | @funcional-health-analytics (https://github.com/funcional-health-analytics)/covid19-analytics (https://github.com/funcional-health-analytics/covid19-analytics) | Analysis of the COVID19 outbreak in 
Brazil mainly through epidemic and hospitalization models, by the Health Analytics and Prospera consulting business units of Funcional Heatlh Tech. |
 | 15 | @healthbadge (https://github.com/healthbadge)/episimmer (https://github.com/healthbadge/episimmer) | Episimmer is an Epidemic Simulation Framework for Decision Support. It is a highly flexible system 
that can be easily configured to help take decisions during an epidemic in closed communities like university campuses and gated communities. |
 | 13 | @epispot (https://github.com/epispot)/epispot (https://github.com/epispot/epispot) | A tool for modeling infectious diseases. |
 | 11 | @p-j-r (https://github.com/p-j-r)/covid-19 (https://github.com/p-j-r/covid-19) | Stochastic SIR models; adding age-structures and social contact data for the spread of covid-19. Lattice model for 
identifying and isolating hotspots. This has been further developed into a network(graph) of multiple clusters(lattices) and tracing the infection in such a population. |
 | 11 | @Mythobeast (https://github.com/Mythobeast)/epidemicmodels (https://github.com/Mythobeast/epidemicmodels) | SIR, SEIR, and beyond |
 | 9 | @Nu-AI (https://github.com/Nu-AI)/Livid-About-COVID (https://github.com/Nu-AI/Livid-About-COVID) | Forecasting the spread of the novel coronavirus |
 | 8 | @microprediction (https://github.com/microprediction)/pandemic (https://github.com/microprediction/pandemic) | A 2d contagion model with commuting modeled as regime switching Ornstein-Uhlenbeck walks on 
the plane |
 | 5 | @mmahdigh (https://github.com/mmahdigh)/covid-risk (https://github.com/mmahdigh/covid-risk) | Assess the risk of indoor gatherings, events and parties using Covid Risk Calculator. |
 | 5 | @daveselinger (https://github.com/daveselinger)/covid-19-hackathon (https://github.com/daveselinger/covid-19-hackathon) | COVID state-by-state analysis. Please look at by_state_covid_analysis.ipynb. It 
can be opened directly into Google Colab. See the readme below for accompanying video and summary result presentations. |
 | 1 | @inavamsi (https://github.com/inavamsi)/Custom_epidemic_model (https://github.com/inavamsi/Custom_epidemic_model) | A simple UI to easily build and run custom epidemic models. |
 | 1 | @Elzawawy (https://github.com/Elzawawy)/covid-case-estimator (https://github.com/Elzawawy/covid-case-estimator) | A daily and total number of cases by country estimators for the COVID-19 crisis in hopes 
to help the community survive this pandemic. |
Learning
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 47 | @xyjigsaw (https://github.com/xyjigsaw)/COVID19-KBQA-DEMO (https://github.com/xyjigsaw/COVID19-KBQA-DEMO) | COVID-2019 中文知识问答系统 |
 | 12 | @jbesomi (https://github.com/jbesomi)/Korono (https://github.com/jbesomi/Korono) | 👑Korono: question answering platform for COVID-19 papers |
 | 4 | @assemzh (https://github.com/assemzh)/ProbProg-COVID-19 (https://github.com/assemzh/ProbProg-COVID-19) | Using Pyro for COVID-19 simulation |
 | 3 | @BNext-IQT (https://github.com/BNext-IQT)/antivirals (https://github.com/BNext-IQT/antivirals) | Find antivirals for COVID-19 using machine learning. |
Maps
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 323 | @stevenliuyi (https://github.com/stevenliuyi)/covid19 (https://github.com/stevenliuyi/covid19) | an interactive, animated COVID-19 coronavirus map to track the outbreak over time by country and by 
region for selected countries |
 | 178 | @BustByte (https://github.com/BustByte)/coronastatus (https://github.com/BustByte/coronastatus) | Anonymous crowd sourcing of COVID-19 symptoms all over the world (with public data sets)! |
 | 165 | @etalab (https://github.com/etalab)/covid19-dashboard (https://github.com/etalab/covid19-dashboard) | Tableau de bord officiel de suivi de l'épidémie de COVID-19 |
 | 156 | @jakobzhao (https://github.com/jakobzhao)/virus (https://github.com/jakobzhao/virus) | Noval Coronavirus Infection Map |
 | 150 | @ncovis (https://github.com/ncovis)/choropleth (https://github.com/ncovis/choropleth) | Choropleth Map of the 2019 Novel Coronavirus Outbreak. |
 | 87 | @reach4help (https://github.com/reach4help)/reach4help (https://github.com/reach4help/reach4help) | We are Reach4Help: a tech nonprofit connecting people in need with volunteer help in 38+ countries 
across Canada, the US, Europe and Asia |
 | 73 | @konradkalemba (https://github.com/konradkalemba)/korona.ws (https://github.com/konradkalemba/korona.ws) | 🗺 Coronavirus interactive map of Poland |
 | 47 | @antonlukin (https://github.com/antonlukin)/coronavirus (https://github.com/antonlukin/coronavirus) | Wuhan coronavirus outbreak |
 | 14 | @par6n (https://github.com/par6n)/ncov-19 (https://github.com/par6n/ncov-19) | A simple page featuring an interactive map presenting nCoV-19 spread in Iran |
 | 6 | @zy6p (https://github.com/zy6p)/covid-19-dashboard (https://github.com/zy6p/covid-19-dashboard) | A vue3, echarts and leaflet covid-19 dashboard. |
 | 5 | @covidhospitals (https://github.com/covidhospitals)/covidhospitals (https://github.com/covidhospitals/covidhospitals) | Website to locate Covid19 Hospitals in India on Map with beds availability, hospital
contact details, directions to navigate. |
 | 4 | @0kzh (https://github.com/0kzh)/COVID-INC (https://github.com/0kzh/COVID-INC) | Interactive world map tracking the spread of COVID-19 |
 | 4 | @ankitchouhan1020 (https://github.com/ankitchouhan1020)/corona (https://github.com/ankitchouhan1020/corona) | Map of confirmed coronavirus cases in India |
 | 2 | @yammadev (https://github.com/yammadev)/col-covid-19 (https://github.com/yammadev/col-covid-19) | Seguimiento (Mapa y Estadísticas) del COVID-19 en Colombia / Tracking (Map & Statistics) COVID-19 in 
Colombia |
Applications and Bots
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 2118 | @WorldHealthOrganization (https://github.com/WorldHealthOrganization)/app (https://github.com/WorldHealthOrganization/app) | COVID-19 App |
 | 1519 | @mhdhejazi (https://github.com/mhdhejazi)/CoronaTracker (https://github.com/mhdhejazi/CoronaTracker) | Coronavirus tracker app for iOS & macOS with maps & charts |
 | 529 | @google (https://github.com/google)/exposure-notifications-android (https://github.com/google/exposure-notifications-android) | Exposure Notifications Android Reference Design |
 | 484 | @phildini (https://github.com/phildini)/stayinghomeclub (https://github.com/phildini/stayinghomeclub) | A list of all the companies WFH or events changed because of covid-19 |
 | 453 | @AaronWard (https://github.com/AaronWard)/covidify (https://github.com/AaronWard/covidify) | Covidify - corona virus report and dataset generator for python 📈 no longer being updated |
 | 361 | @alfianlosari (https://github.com/alfianlosari)/CoronaVirusTrackerSwiftUI (https://github.com/alfianlosari/CoronaVirusTrackerSwiftUI) | Corona Virus Tracker & Advices iOS App with SwiftUI |
 | 319 | @JohnCoene (https://github.com/JohnCoene)/coronavirus (https://github.com/JohnCoene/coronavirus) | 🦠 Novel Coronavirus (COVID-19) Tracker |
 | 255 | @julianschiavo (https://github.com/julianschiavo)/Covidcheck (https://github.com/julianschiavo/Covidcheck) | Open source iOS app to track COVID-19 cases in a beautiful, easy-to-use interface |
 | 254 | @dsfsi (https://github.com/dsfsi)/covid19za (https://github.com/dsfsi/covid19za) | Coronavirus COVID-19 (2019-nCoV) Data Repository and Dashboard for South Africa |
 | 209 | @heremaps (https://github.com/heremaps)/here-covid-19-tracker (https://github.com/heremaps/here-covid-19-tracker) | Using HERE Technologies APIs, fork and build your own COVID-19 Tracker. For a live 
version, see the website. |
 | 189 | @BrianRuizy (https://github.com/BrianRuizy)/covid19-dashboard (https://github.com/BrianRuizy/covid19-dashboard) | 🦠 Django + Plotly Coronavirus dashboard. Powerful data driven Python web-app, with an 
awesome UI. Contributions welcomed! Featured on 🕶Awesome-list |
 | 148 | @GabrielTavernini (https://github.com/GabrielTavernini)/Covid19Stats (https://github.com/GabrielTavernini/Covid19Stats) | A simple mobile app developed with Flutter to visualize Covid19 statistics 🦠 |
 | 104 | @RamiKrispin (https://github.com/RamiKrispin)/coronavirus_dashboard (https://github.com/RamiKrispin/coronavirus_dashboard) | The Coronavirus Dashboard |
 | 61 | @the-robot (https://github.com/the-robot)/covid19-updates (https://github.com/the-robot/covid19-updates) | Monitoring service and bot to give updates about COVID-19 (Novel Coronavirus) |
 | 60 | @dstotijn (https://github.com/dstotijn)/ct-diag-server (https://github.com/dstotijn/ct-diag-server) | Diagnosis server for Apple/Google's (COVID-19) Exposure Notification framework. |
 | 60 | @hysios (https://github.com/hysios)/coronavirus (https://github.com/hysios/coronavirus) | 2019 nCoV realtime track system based Scrapy + influxdb + grafana + NLTK + Stanford CoreNLP |
 | 56 | @boogheta (https://github.com/boogheta)/coronavirus-countries (https://github.com/boogheta/coronavirus-countries) | COVID-19 interactive dashboard for the whole world |
 | 46 | @YogaSakti (https://github.com/YogaSakti)/CoronaNotifier (https://github.com/YogaSakti/CoronaNotifier) | Whatsapp Bot automatic notification & respond using MQTT, nodeJS & LowDB |
 | 44 | @aerogear (https://github.com/aerogear)/OpenVolunteerPlatform (https://github.com/aerogear/OpenVolunteerPlatform) | Platform for building volunteer management systems dedicated for local gov and charity 
organizations |
 | 42 | @nthopinion (https://github.com/nthopinion)/covid19 (https://github.com/nthopinion/covid19) | Code vs COVID-19: Taking down a Pandemic using machines connected globally to extinguish a biological threat 
of a super virus. |
 | 39 | @yahoo (https://github.com/yahoo)/covid-19-dashboard (https://github.com/yahoo/covid-19-dashboard) | Source code for the Yahoo Knowledge Graph COVID-19 Dashboard |
 | 39 | @duarteocarmo (https://github.com/duarteocarmo)/coronabar (https://github.com/duarteocarmo/coronabar) | 🦠 A menu bar app to track coronavirus cases all over the world |
 | 26 | @helloworldkr (https://github.com/helloworldkr)/Bluetooth-ble-beamer-and-scanner-for-tracing-corona-virus-infected-individual 
(https://github.com/helloworldkr/Bluetooth-ble-beamer-and-scanner-for-tracing-corona-virus-infected-individual) | Bluetooth ble beacon beamer and scanner for tracing corona virus infected person similar to Trace
Together app |
 | 19 | @LeafyCode (https://github.com/LeafyCode)/survive-together-web (https://github.com/LeafyCode/survive-together-web) | Allows people in countries that have a curfew to post what they need so whoever 
distributes them can find those in need. Also, distributors can post about their services. |
 | 19 | @Bost (https://github.com/Bost)/corona_cases (https://github.com/Bost/corona_cases) | 🦠 Coronavirus Information on Telegram Chatbot |
 | 15 | @stritti (https://github.com/stritti)/covid-ampel-widget (https://github.com/stritti/covid-ampel-widget) | 🚦 Ampel Widget, um die aktuellen 🦠Corona-Zahlen (Inzidenz) des RKI für die Landkreise in 🇩🇪 
Deutschland auf dem Smartphone anzuzeigen |
 | 15 | @calpt (https://github.com/calpt)/CoronaPandemicBot (https://github.com/calpt/CoronaPandemicBot) | 🦠 Yet another Telegram bot tracking the worldwide spread of COVID-19 (Novel Coronavirus) |
 | 15 | @iamrohitsuthar (https://github.com/iamrohitsuthar)/gocoronago (https://github.com/iamrohitsuthar/gocoronago) | gocoronago website shows the latest COVID-19 stats in india |
 | 13 | @hissain (https://github.com/hissain)/CoronaTracker (https://github.com/hissain/CoronaTracker) | A full stack framework to trace possible close-contact candidates within last specified days for an 
already detected covid-19 positive patient |
 | 13 | @destructo570 (https://github.com/destructo570)/CovidTracker (https://github.com/destructo570/CovidTracker) | A minimal designed app to track current statistics of COVID-19 across the world and detailed 
state wise statistics of India. App also offers some useful information regarding COVID-19, along with helpline numbers(India only). |
 | 13 | @nploi (https://github.com/nploi)/corona_tracker (https://github.com/nploi/corona_tracker) | :bar_chart: Corona virus tracker app for IOS and Android. |
 | 13 | @arik-so (https://github.com/arik-so)/coronavirus (https://github.com/arik-so/coronavirus) | |
 | 12 | @MM-coder (https://github.com/MM-coder)/coronavirus-wallpaper (https://github.com/MM-coder/coronavirus-wallpaper) | 🦠 Application that allows you to update your wallpaper with the COVID-19 stats in your
area |
 | 12 | @dabigjoe6 (https://github.com/dabigjoe6)/react-native-covid19 (https://github.com/dabigjoe6/react-native-covid19) | A React Native app created to track COVID-19 cases and also provide users with 
important information |
 | 11 | @onl1ner (https://github.com/onl1ner)/CovidKazakhstan (https://github.com/onl1ner/CovidKazakhstan) | 🦠 Application to track number of coronavirus COVID-19 cases in Kazakhstan. |
 | 9 | @Druhin13 (https://github.com/Druhin13)/corona (https://github.com/Druhin13/corona) | Coronavirus Mobile Dashboard for India - Live Statistics (Refreshes every minute) | Helpline Numbers | Risks & 
Precautions - https://coronavirusapp.github.io |
 | 8 | @onlyphantom (https://github.com/onlyphantom)/coronavirus (https://github.com/onlyphantom/coronavirus) | A Shiny Web App tutorial inspecting the COVID-19 (2019-nCoV) epidemic, data from 
https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_time_series |
 | 7 | @bluesquare-io (https://github.com/bluesquare-io)/covid-19-app (https://github.com/bluesquare-io/covid-19-app) | Starting point for a COVID-19 crisis app. |
 | 7 | @bluebillxp (https://github.com/bluebillxp)/android-covid19-reportviewer (https://github.com/bluebillxp/android-covid19-reportviewer) | This is the COVID-19 daily report viewer on Android presents data 
from CSSE@JHU open-sourced data repo. |
 | 7 | @cakebatterandsprinkles (https://github.com/cakebatterandsprinkles)/whereiscovid (https://github.com/cakebatterandsprinkles/whereiscovid) | COVID19 tracking app made with React |
 | 6 | @booleanhunter-tech-blog (https://github.com/booleanhunter-tech-blog)/kartpool (https://github.com/booleanhunter-tech-blog/kartpool) | Community driven delivery platform for the ones who need it the most.
|
 | 6 | @nutboltu (https://github.com/nutboltu)/australia-covid19 (https://github.com/nutboltu/australia-covid19) | https://www.australiacovid19.com |
 | 6 | @soroushchehresa (https://github.com/soroushchehresa)/iran-coronavirus (https://github.com/soroushchehresa/iran-coronavirus) | IOS & Android app about Coronavirus in Iran built with React-Native and 
TypeScript |
 | 5 | @mayukh18 (https://github.com/mayukh18)/covidexplore (https://github.com/mayukh18/covidexplore) | exploring the impact of the COVID-19 crisis on the world through data |
 | 4 | @Jxyme (https://github.com/Jxyme)/covid-19-discord-custom-status (https://github.com/Jxyme/covid-19-discord-custom-status) | Automatically adjust your Discord Custom Status with the latest COVID-19 
Figures. |
 | 4 | @amitay87 (https://github.com/amitay87)/corona_touch_tracking (https://github.com/amitay87/corona_touch_tracking) | A system that will track touch in common surfaces in order to prioriotize the 
cleaning/disinfection of the most touched surfaces |
 | 4 | @aleskandro (https://github.com/aleskandro)/covid19-charts-spreading-rapidity (https://github.com/aleskandro/covid19-charts-spreading-rapidity) | Covid19 simple charts, spreading, rapidity and 
acceleration |
 | 3 | @njoyard (https://github.com/njoyard)/corona (https://github.com/njoyard/corona) | Covid-19 cases visualisation app using CSSE data |
 | 3 | @MG-ng (https://github.com/MG-ng)/Virus-Ticker-Widget (https://github.com/MG-ng/Virus-Ticker-Widget) | See the spread of SARS-CoV-2 in your country - directly on your home screen |
 | 2 | @expelledboy (https://github.com/expelledboy)/bitbar-covid (https://github.com/expelledboy/bitbar-covid) | Get updates on covid 19 for your country in your status bar. BitBar Plugin. |
 | 2 | @Spiderpig86 (https://github.com/Spiderpig86)/to-go (https://github.com/Spiderpig86/to-go) | :ramen: Simple web app for aggregating open restaurants in US/Canada cities during Covid-19. |
 | 1 | @shaunsaker (https://github.com/shaunsaker)/covid-19-south-africa-app (https://github.com/shaunsaker/covid-19-south-africa-app) | A mobile app that displays the latest COVID-19 stats of any country and 
sends push notifications when the South African stats are released👨‍⚕️ |
 | 1 | @LuisReinoso (https://github.com/LuisReinoso)/covid-19-community-tracker (https://github.com/LuisReinoso/covid-19-community-tracker) | Check if you are near of suspected cases of covid-19. Self-report. No
data is revealed. |
 | 0 | @Coriou (https://github.com/Coriou)/easy-attestation (https://github.com/Coriou/easy-attestation) | Permet de générer l'attestation dérogatoire de sortie de manière rapide et automatique |
 | 0 | @varundeva (https://github.com/varundeva)/CoronaTracker (https://github.com/varundeva/CoronaTracker) | Corona Tracking App by Using Various Data Api Available on GitHub |
Packages and Scripts
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 1153 | @datasets (https://github.com/datasets)/covid-19 (https://github.com/datasets/covid-19) | Novel Coronavirus 2019 time series data on cases |
 | 122 | @koushikkothagal (https://github.com/koushikkothagal)/coronavirus-tracker (https://github.com/koushikkothagal/coronavirus-tracker) | Spring Boot Java app to track coronavirus confirmed cases across the 
globe |
 | 44 | @nf1s (https://github.com/nf1s)/covid (https://github.com/nf1s/covid) | Python package to fetch information regarding the novel corona virus provided by Johns Hopkins university and worldometers.info |
 | 40 | @eebrown (https://github.com/eebrown)/data2019nCoV (https://github.com/eebrown/data2019nCoV) | COVID-19 Pandemic Data R Package |
 | 40 | @eebrown (https://github.com/eebrown)/data2019nCoV (https://github.com/eebrown/data2019nCoV) | COVID-19 Pandemic Data R Package |
 | 31 | @pdtyreus (https://github.com/pdtyreus)/coronavirus-ds (https://github.com/pdtyreus/coronavirus-ds) | Jupyter notebooks and python scripts for investigating the 2019 coronavirus outbreak |
 | 5 | @benhur07b (https://github.com/benhur07b)/covid19-load-qgis (https://github.com/benhur07b/covid19-load-qgis) | A Python script you can run in QGIS that loads the data from 
https://github.com/CSSEGISandData/COVID-19 provided by Johns Hopkins University CSSE. |
 | 1 | @zekinah (https://github.com/zekinah)/zone-pandemic-covid19 (https://github.com/zekinah/zone-pandemic-covid19) | A WordPress plugin that generates a shortcode that shows the covid19's live captured 
data around the world. |
 | 1 | @M-Media-Group (https://github.com/M-Media-Group)/Coronavirus-COVID-19-Watch (https://github.com/M-Media-Group/Coronavirus-COVID-19-Watch) | WordPress plugin integrating COVID-19 API |
 | 1 | @Coriou (https://github.com/Coriou)/easy-covid-data (https://github.com/Coriou/easy-covid-data) | A node library to generate easy to use data related to the Covid-19 pandemic |
 | 0 | @ffflorian (https://github.com/ffflorian)/exposure-keys (https://github.com/ffflorian/exposure-keys) | Temporary Exposure Keys (TEK) library written in TypeScript. |
CLI
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 1858 | @ahmadawais (https://github.com/ahmadawais)/corona-cli (https://github.com/ahmadawais/corona-cli) | 🦠 Track the Coronavirus disease (COVID-19) in the command line. Worldwide for all countries, for one
country, and the US States. Fast response time (< 100ms). To chat: https://twitter.com/MrAhmadAwais/ |
 | 961 | @sagarkarira (https://github.com/sagarkarira)/coronavirus-tracker-cli (https://github.com/sagarkarira/coronavirus-tracker-cli) | Track conronavirus cases from command line. curl 
https://corona-stats.online/ |
 | 277 | @wareneutron (https://github.com/wareneutron)/covid19-tracker-cli (https://github.com/wareneutron/covid19-tracker-cli) | A console-oriented COVID-19 tracker with real-time updates for your favorite 
terminal. 💻🌏😷 |
 | 98 | @OpenGene (https://github.com/OpenGene)/fastv (https://github.com/OpenGene/fastv) | An ultra-fast tool for identification of SARS-CoV-2 and other microbes from sequencing data. This tool can be used to 
detect viral infectious diseases, like COVID-19. |
 | 89 | @garrylachman (https://github.com/garrylachman)/covid19-cli (https://github.com/garrylachman/covid19-cli) | Corona Virus (Covid 19) BASH Tracking CLI |
 | 46 | @MouadBH (https://github.com/MouadBH)/coronapy-cli (https://github.com/MouadBH/coronapy-cli) | A command line tool in python to fetch worldwide data about COVID-19 |
 | 19 | @anksh1997 (https://github.com/anksh1997)/covid19-cli (https://github.com/anksh1997/covid19-cli) | A CLI for getting covid-19 coronavirus status of your district or state or country at lightning speed 
right on your terminal built using https://api.covid19india.org. |
 | 14 | @soroushchehresa (https://github.com/soroushchehresa)/cli-corona (https://github.com/soroushchehresa/cli-corona) | 📈 Track COVID-19 (2019 novel Coronavirus) statistics via the command line. |
 | 9 | @mixon00 (https://github.com/mixon00)/cov19-cli (https://github.com/mixon00/cov19-cli) | COVID-19 CLI Tool |
 | 2 | @aayush-jaiswal (https://github.com/aayush-jaiswal)/covid-in (https://github.com/aayush-jaiswal/covid-in) | A simple and fast command line app to get covid-19 updates for India. |
 | 0 | @xinyangyuan (https://github.com/xinyangyuan)/c19 (https://github.com/xinyangyuan/c19) | A simple cli to get COVID-19 data with one command |
 | 0 | @aethe (https://github.com/aethe)/corona (https://github.com/aethe/corona) | CLI for tracking the ongoing pandemic of COVID-19 |
Hardware
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 1656 | @jcl5m1 (https://github.com/jcl5m1)/ventilator (https://github.com/jcl5m1/ventilator) | Low-Cost Open Source Ventilator or PAPR |
 | 793 | @makers-for-life (https://github.com/makers-for-life)/makair (https://github.com/makers-for-life/makair) | 🫁 The world's first open-source ventilator tested on human patients. Mass-producible at a 
low cost (~2000€). |
 | 153 | @ProtofyTeam (https://github.com/ProtofyTeam)/OxyGEN (https://github.com/ProtofyTeam/OxyGEN) | OxyGEN |
Data Stream
│🌟 │Repository│Description│
└───┴──────────┴───────────┘
 | 35 | @SolaceLabs (https://github.com/SolaceLabs)/covid19-stream-processors (https://github.com/SolaceLabs/covid19-stream-processors) | Stream Information & Example Applications for Processing JHU and 
CovidTracking.com COVID-19 data available as streams over Solace |
Applications
Web Apps
│ Link │ Description │  │  │
├──────────────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────────────────────────────────────────┼────────────────┼───────────────────────┤
│coronatracker.com (https://www.coronatracker.com) │CORONATRACKER.com is a community-based project powered by over 460 volunteers  │ │ │
│ │from across the globe, ranging from data scientists, medical professionals, UI/UX│ │ │
│ │designers, fullstack developers, to the general public. │ │ │
│coronavirus.app (https://coronavirus.app) │Coronavirus statistics by map. │ │ │
│coronavirusinfections.org (https://coronavirusinfections.org) │Health information on coronavirus infections with detailed statistics from around│ │ │
│ │the world. Data can be exported in 7 different formats. │ │ │
│thewuhanvirus.com (https://thewuhanvirus.com) │Coronavirus statistics by the countries. │ │ │
│sgwuhan.xose.net (https://sgwuhan.xose.net) │Coronavirus map. │ │ │
│coronavirus.site (https://coronavirus.site) │RECOMENDACIONES Y MEDIDAS PREVENTIVAS PARA EVITAR QUE EL VIRUS AVANCE. │ │ │
│the2019ncov.com (https://the2019ncov.com) │Map, data and timeline of coronavirus (2019-nCoV). │ │ │
│wuflu.live (https://wuflu.live) │Real-time updates and stats for the Coronavirus. │ │ │
│outbreak.my (https://www.outbreak.my) │Malaysia outbreakmMonitor and live updates. │ │ │
│epidemictracker.com (https://www.epidemictracker.com/2019-Novel-Coronavirus-2019-nCoV)│Epidemic Tracking and Data Science. │ │ │
│COVID19Japan.com (https://COVID19Japan.com) │Japan COVID-19 Coronavirus Tracker. │ │ │
│coronavirus.visualdatahq.com (https://coronavirus.visualdatahq.com) │Coronavirus Tracker. │ │ │
│go.gov.sg/covid-19-dashboard (https://go.gov.sg/covid-19-dashboard) │Official Update of COVID -19 Situation in Singapore. │ │ │
│shiny.john-coene.com/coronavirus (https://shiny.john-coene.com/coronavirus) │Coronavirus Tracker. │ │ │
│corona.rade.ir (https://corona.rade.ir) │نقشه‌ی مبتلایان به ویروس COVID-19 در ایران. │ │ │
│coronavirus.zone (https://coronavirus.zone) │Outbreak map of novel coronavirus 2019-nCoV. │ │ │
│talksub.com/covid19 (https://talksub.com/covid19) │For US. Interactive map, per state data table, chart, news articles. │ │ │
│veille-coronavirus.fr (https://veille-coronavirus.fr) │Tableau de bord de suivi de l’épidémie de coronavirus en France. │ │ │
│opendatadpc.maps.arcgis.com  │COVID-19 ITALIA. │ │ │
│(http://opendatadpc.maps.arcgis.com/apps/opsdashboard/index.html#/b0c68bce2cce478eaac8│ │ │ │
│2fe38d4138b1) │ │ │ │
│alessiodl.github.io/COVID19Dashboard │CoViD-19 Dashboard Italia. │ │ │
│ (https://alessiodl.github.io/COVID19Dashboard/dist/index.html) │ │ │ │
│coronaviruslive.it (https://coronaviruslive.it) │Situazione Coronavirus in Italia - LIVE. │ │ │
│stayinghome.club (https://stayinghome.club) │A list of all the companies WFH or events changed because of covid-19. │ │ │
│korona.ws (https://korona.ws) │Koronawirus w Polsce. │ │ │
│coronainusa.com (https://www.coronainusa.com) │Corona Virus Near Me. │ │ │
│covid19esp.herokuapp.com (https://covid19esp.herokuapp.com) │Coronavirus en Español - Panel de estadísticas en Español con los últimos datos  │ │ │
│ │recibidos. │ │ │
│italy.coronavirusinfections.org (https://italy.coronavirusinfections.org) │Health information on coronavirus infections with detailed statistics from Italy.│ │ │
│ │The data can be exported in 7 different formats. │ │ │
│covid-api.com (https://covid-api.com) │COVID-19 Statistics API based on public data by Johns Hopkins CSSE. │ │ │
│CovidStats (https://www.covidstats.com) │Coronavirus charts and reports. │ │ │
│covidabruzzo.it (https://covidabruzzo.it) │Coronavirus in Abruzzo - I dati aggiornati. │ │ │
│Work From Home Gigs (https://bit.ly/WFH143) │A weekly updated list of work from home jobs during the COVID-19 Pandemic. │ │ │
│Corona-tracker (https://corona-tracker-2020.netlify.com) │Web app to track Coronavirus with primary focus on India. │ │ │
│Covid-19 statistics (https://souryvath.github.io/ng-covid-19) │Web app to get covid-19 statistics around the world, built for french people. │ │ │
│Covid-19 Philippines (https://covid19ph.com) │Website to get covid-19 statistics for the Philippines. │ │ │
│Official Covid-19 Philippines (https://ncovtracker.doh.gov.ph) │Official government website for tracking covid-19 for the Philippines. │ │ │
│Coronavirus Monitor  │Coronavirus monitor, mainly for Germany. │ │ │
│(https://interaktiv.morgenpost.de/corona-virus-karte-infektionen-deutschland-weltweit)│ │ │ │
│Covid-19 in Morocco (http://covidmaroc.ma) │Morocco COVID-19 Coronavirus Tracker. │ │ │
│CORONAFLASH (https://coronaflash.com) │World-wide Coronavirus stats and predictions, and a toilet-paper predictor. │ │ │
│California Coronavirus (https://californiacoronavirus.org) │California Coronavirus Map. │ │ │
│COVID-19 World dashboard (https://cov19.xyz) │Coronavirus outbreak COVID-19 World dashboard. Data updated everyminute, for  │ │ │
│ │every country, state/region, province/city. │ │ │
│class4corona (https://class4corona.com) │Teach/learn during the global pandemic. │ │ │
│corona helden (https://corona-helden-app-prod.azurewebsites.net/search) │Platform to connect medical institutions with qualified helpers in case of health│ │ │
│ │care system overload (prototype, oss). │ │ │
│GocoronaGo (https://gocoronago.ml) │GocoronaGo website shows the latest COVID-19 (CoronaVirus) stats in India along  │ │ │
│ │with charts, maps and Growth Rate. │ │ │
│coronastatistics.live (https://coronastatistics.live) │Get the latest toll numbers for the Novel Coronavirus epidemic, see affected  │ │ │
│ │regions, stats, casualties and more information to track, stay vigilant and  │ │ │
│ │travel safe. │ │ │
│covidstatus.com (http://covidstatus.com) │CovidStatus - A location-aware app with clean UI that puts you at the center of  │ │ │
│ │local covid-19 news with realtime updates. │ │ │
│COVID-19 Tracker Ita (https://polilluminato.github.io/covid19trackerita) │Charts with the data on the emergency of Codiv-19 in Italy with data provided by │ │ │
│ │the Department of Civil Protection. │ │ │
│worldcoronavirus.org (https://worldcoronavirus.org) │Coronavirus (COVID-19) Pandemic Global Information & Statistics. │ │ │
│worldometers.info (https://www.worldometers.info/coronavirus) │Coronavirus Live Update Stats. │ │ │
│COVID-19 Tracker For Pakistan (https://pakistan-covid19.herokuapp.com) │COVID 19 Tracker For Pakistan. │ │ │
│Help with COVID (https://helpwithcovid.com) │COVID-19 projects looking for volunteers. │ │ │
│COVID19 statistics Pakistan (https://covid-19-pk.herokuapp.com) │COVID-19 Data Tracker For Pakistan. │ │ │
│COVID Explore (https://www.covidexplore.com) │Assessing the different impacts of COVID-19 on the world through data. │ │ │
│contactracing.app (https://contacttracing.app) │Notify your friends & family (and their peers) if you fall ill. │ │ │
│CVOID-19 India (https://covid-19india.netlify.com) │Covid 19 Tracker for India With Awesome UI + PWA, Made with Svelte. │ │ │
│rona19.live (https://rona19.live) │Web app displaying COVID-19 statistics and information. │ │ │
│covidtrack.net (https://covidtrack.net) │SVG map of Covid Data via John Hopkins & Covidtrack.com  │ │ │
│ │github.com/SeanQuinn781/react-maps-flask-covid. │ │ │
│2019ncov.chinacdc.cn (http://2019ncov.chinacdc.cn/2019-nCoV) │新型冠状病毒肺炎疫情分布 │ │ │
│australia-covid19.herokuapp.com (https://australia-covid19.herokuapp.com) │Update of COVID-19 Situation in Australia.(Including New south wales situation) │ │ │
│The Cost of COVID-19 (https://covidcost.now.sh) │Tracking the cost of COVID-19 across China, Europe and the United States in human│ │ │
│ │lives and economies. │ │ │
│Flattening the curve - COVID-19 🦠 (https://flattening-the-curve.commutatus.com) │A simple dashboard to track flattening of the curve by plotting the no.of active │ │ │
│ │COVID-19 / Coronavirus cases over a period of time by countries. │ │ │
│covintern.com (https://covintern.com/jobs) │Internship cancellation tracker and remote internship aggregator for affected  │ │ │
│ │students. │ │ │
│COVID-2019.es (http://covid-2019.es) │Spain coronavirus tracker. Offers daily JSON data parsed from official government│ │ │
│ │sources. │ │ │
│viruscovid.tech (COVID-19 Tracker) (https://viruscovid.tech) │Track the spread of the COVID-19 outbreak in real-time for your country. │ │ │
│CoronaTab (https://coronatab.app) │Free & Open Source Dashboard + Browser Extension + RESTful API │ │ │
│COVID-19 en Perú (https://castagnetto.site/peru/dashboard-peru-covid-19.html) │COVID-19: Casos totales tamizados en el Perú │ │ │
│COVID-19 Türkiye (https://ozdemirburak.com/koronavirus-haritasi) │Coronavirus dashboard and map in Turkish. │ │ │
│COVID-19 projects aggregator │COVID-19 projects in one place │ │ │
│ (https://covid19projects.now.sh?source=awesome-coronavirus-github) │ │ │ │
│stats-coronavirus.com (https://stats-coronavirus.com) │STATS-CORONAVIRUS.com is an open source project that aims to collect data about  │ │ │
│ │the Novel Cornavirus. It acts as a portal for the public to keep track of the  │ │ │
│ │latest analytics and news development about the COVID-19 │ │ │
│covidaid.ch (https://covidaid.ch) │covidaid.ch is an open source website that aims to help swiss companies and  │ │ │
│ │entrepreneurs to calculate the amount of state aid they can get during the COVID │ │ │
│ │19 crisis. │ │ │
│CoronaBoard (https://corona-board.soaple.endpoint.ainize.ai) │Global dashboard for monitoring Corona virus(COVID-19) powered by StickyBoard  │ │ │
│ │(https://github.com/soaple/stickyboard/) open source project. │ │ │
│Corona Virüsü Bilgilendirme Merkezi (https://kov19.com) │Coronavirus dashboard and map in Turkish. Also include other informations. │ │ │
│Coronavirus Chrome Extension  │A chrome extension to help promote the W.H.O. coronavirus guidelines. │ │ │
│(https://chrome.google.com/webstore/detail/coronavirus-tips-new-tab/konbgoghafhpdebefn│ │ │ │
│mcbbmbgoakjfkp) │ │ │ │
│covid19dashboards (https://covid19dashboards.com) │an accessible way for data professionals to share dashboards (that are updated  │ │ │
│ │with new data automatically) without requiring any expertise in front-end  │ │ │
│ │development. │ │ │
│Corona Info - India (https://coronavirusapp.github.io) │Coronavirus Mobile Dashboard for India - Live Statistics (Refreshes every minute)│Helpline Numbers│Risks & Precautions│
│nCovid-19 (https://ncovid-19.live) │Real-time worldwide and India(state-wise) Covid-19 statistics along with map. │ │ │
│Covid Data Live (https://coviddata.live) │Live coronavirus dashboard. See data, maps, social media trends, and learn about │ │ │
│ │prevention measures. │ │ │
│#StayTheFuckHome (https://staythefuckhome.com) │A Movement to Stop the COVID-19 Pandemic. │ │ │
│Belgium vs Covid (https://covid.fifteenpeas.com) │Taking Belgian data on Covid-19 and confront it to other sources. It contains  │ │ │
│ │stats on tests and stats from hospitals. │ │ │
│COVID-19 Italy Monitor (https://covidashit.herokuapp.com) │Real-time eng/ita dashboard to monitor the COVID-19 outbreak in Italy, using the │ │ │
│ │dataset provided by the Italian Department of Civil Protection. │ │ │
│COVID19 Tracker - India (https://pajaydev.github.io/covid19-india) │Real time visualization of number of Covid19 cases across all state and districts│ │ │
│ │in India. │ │ │
│COVID-19 By Country (https://cityxdev.github.io/covid19ByCountry) │This is a comparison of the COVID-19 pandemic by country, weighted by population.│ │ │
│ │Every data series begins on the day that the corresponding country reached the  │ │ │
│ │100th confirmed case. │ │ │
│FOSS Responders (https://fossresponders.com) │A website to help aid open source developers and companies which have suffered as│ │ │
│ │the result of event cancellations or other impacts from COVID-19 │ │ │
│COVID-19 Footprint  │A Chrome extension that brings you real-time global and regional data of the  │ │ │
│(https://chrome.google.com/webstore/detail/covid-19-footprint-corona/bakaphloijegjkaie│novel coronavirus pandemic. │ │ │
│kokeoffjnjocahn) │ │ │ │
│WearMask (http://mahendran-narayanan.github.io) │A web app to create awareness for people to wear mask due to covid-19. Mask  │ │ │
│ │chases when you move. │ │ │
│COVID-19 SA Dashboard (https://sacovid.co.za) │A simple COVID-19 tracker dashboard primarily for personal use by a South African│ │ │
│ │citizen. Includes other countries statistics and timelines. │ │ │
│rkicasesdashboard (https://rkicasesapi.web.app) │(offline-capable) web application to display COVID-19 case numbers in Germany. │ │ │
│Covidstat.info (https://covidstat.info) │Beautiful interactive dashboard to know number of COVID19 case across the world, │ │ │
│ │also country-wise data. Data updates every 3 mins from multiple sources │ │ │
│COVID-19 Ask Miso Anything (https://covid19-qa.demo.askmiso.com) │Ask questions, get answers. │ │ │
│PocovidScreen (https://pocovidscreen.org) │An AI tool for early screening of COVID-19 & pneumonia from ultrasound  │ │ │
│ │recordings (POCUS). │ │ │
│Rt-INDIA (http://rt-india.live) │R-naught stats for India and its states. │ │ │
│COVID-19 Pandemic Statistics (https://pandemic19.herokuapp.com) │Shows statistics, graphs and a heat map, as well as news about coronavirus from  │ │ │
│ │different media. Also allows registering and managing new cases of infected  │ │ │
│ │people, offering a real-time notification service to those users who are nearby. │ │ │
│mkvats.science/COVID-19 (https://mkvats.science/COVID-19) │डैशबोर्ड तथा स्टैट्स ट्रैकर - भारतीय राज्यों एवं विश्व के देशों के आंकड़ों का विश्लेषण (मैप, डेटा टेबल, │ │ │
│ │टाइमलाइन, रिपोर्ट्स एवं चार्ट्स के माध्यम से) │ │ │
│SaveDemic (https://savedemic.com) │View epidemic data graphically and with great quality, also see predictions for  │ │ │
│ │the future and export the data. │ │ │
│Covid19Monitor-India (https://covid19monitor-india.now.sh) │A map-based, interactive web application dashboard that visualizes the spread of │ │ │
│ │Covid19 in India and across the world. │ │ │
│COVID-19 Trends (https://sl4wa.info/covid-19) │Visualised daily stats by top-20 countries + Poland + Ukraine. │ │ │
│Postman COVID-19 API Resource Center (https://covid-19-apis.postman.com) │API Collections to Help in the COVID-19 Fight │ │ │
│Covid Markets Dashboard (https://covidmarkets.com) │Collections of Applications including Vaccine Tracker, Reopening, Travel, and  │ │ │
│ │more. │ │ │
│Pandemic Covid-19 Tracker (https://pandemiccovid19.netlify.app) │A simple Web app and PWA compatible worldwide tracker of Pandemic Covid-19, with │ │ │
│ │visualization of graph, table, and map. │ │ │
│Covid19 - Data Visualization RS (https://github.com/Gabriellavoura/covidAnalytics) │Open source Web app, about covid-19 in the state of Rio Grande do Sul - Brazil. │ │ │
│COVID-19 graph controls (https://rnnh.shinyapps.io/covidgraphics) │A web application that creates graphs using international Covid-19 data, which  │ │ │
│ │can also be run locally. │ │ │
│Co-ronaBD.info (https://www.co-ronabd.info) │Interactive Dashboard for Tracking Covid-19 Situatuion in Bangladesh. │ │ │
│COVID-19 Dashboard (https://federico-dondi.github.io/COVID-19-dashboard) │Coronavirus (as COVID-19) web-application to show contagions, statistics and  │ │ │
│ │more. Made with Vue and Vuetify. Written in TypeScript. │ │ │
│covid-dash (https://hauchongtang.github.io/covid-dash) │A web app created with chartjs and material-ui to bring covid data to the masses.│ │ │
│COVID-19 Info (https://covid19-aj.now.sh) │A web app developed with angular and chartjs to show COVID-19 data for India,  │ │ │
│ │Germany & USA. │ │ │
│COVID-19 Gatherings Risk Assessment Tool (https://mmahdigh.github.io/covid-risk) │COVID-19 Risk Calculator For Gatherings in Almost 4000 Regions All Over The  │ │ │
│ │World. │ │ │
│COVIDPorPartido (https://eduardoconx.github.io/COVIDPorPartido) │Página web para el seguimiento del COVID-19 según los partidos políticos que  │ │ │
│ │gobiernan en México. │ │ │
│covid19stats (https://abhishar.herokuapp.com) │A web applicatiomn for showing map and graph representation for worldwide  │ │ │
│ │coronavirus cases. │ │ │
│Optimising Lockdowns (https://optimising-lockdowns.herokuapp.com) │Optimise multiple lockdowns using a user defined cost function and disease  │ │ │
│ │dynamics. │ │ │
│HealthBadge (https://www.healthbadge.org) │Health management and verification system for communities during epidemic  │ │ │
│ │outbreaks. │ │ │
│NCOVDashboard (https://quantalabs.github.io/NCOVDashboard/us) │NCOVDashboard is a COVID-19 Dashboard with graphs and data for the US, built with│ │ │
│ │a python backend. │ │ │
│Plansafe.xyz (https://www.plansafe.xyz) │Plansafe provides daily statistics and projections for COVID-19 infection surges │ │ │
│ │and vaccination efforts in any county in the United States, as well as any  │ │ │
│ │territory in the world. │ │ │
Android Apps
│ Link │ Description │
├─────────────────────────────────────────────────────────────────────────────────────────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────────────┤
│코로나맵100m (https://play.google.com/store/apps/details?id=com.tina3d.corona100m&hl=en_US) │코백 - 코로나맵 정보 알림 서비스. │
│CoronaVirus Tracker 2019-nCoV │Statistics, map of cases. │
│ (https://play.google.com/store/apps/details?id=com.agmostudio.coronatracker&hl=en) │ │
│Coronavirus Tracker - latest information and news │Location based statistics, news, charts, maps based dashboard. │
│ (https://play.google.com/store/apps/details?id=com.R4yan.CoronavirusTracker) │ │
│COVID-19 Tracker (https://github.com/madhavtripathi05/COVID_19_TRACKER) │A Minimal Design application made with Flutter for checking current info on Novel Corona Virus  │
│ │Outbreak. │
│Corona Tracker (https://github.com/PsychoDevs69/CoronaTracker) │Open Source project of an Android App for tracking corona virus spread, using public API. │
│Corona Finder (https://github.com/dastpeyman/corona_finder) │An Android application with language kotlin and java that shows the statistics of people with corona on│
│ │the map using public API and informs a person about corona with a questionnaire. │
│Reach4Help (https://www.reach4help.org) │Connecting Persons In Need with Volunteers in a simple and efficient way. │
│COVID-19 Tracker for Xamarin.Forms (https://github.com/anaselhajjaji/covid19.xamarin.forms) │Simple Xamarin.Forms Application for COVID-19 statistics, it shows the differents statistics by  │
│ │countries. Application deployed in: Microsoft AppCenter  │
│ │(https://install.appcenter.ms/users/elhajjajianas/apps/covid19/distribution_groups/public%20release). │
│MeFee Temp Tracker (https://mefee.org) │MeFee lets you easily track your temperature to build up baseline data so that you can get personalized│
│ │early warning notifications if your temperature is out of your normal range. │
│Track a Virus: COVID-19 Dashboard (https://trackavirus.app) │Dashboard for comparing countries and analysing daily increases. Open for contributions. Has an  │
│ │extensive roadmap. │
IOS Apps
│ Link │ Description │
├──────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│Relief Central (https://apps.apple.com/us/app/relief-central/id353219185) │Coronavirus (COVID-19) Updates. │
│HEALTHLYNKED COVID-19 Tracker │Corona virus tracker. │
│ (https://apps.apple.com/us/app/healthlynked-covid-19-tracker/id1500575377) │ │
│Coronavírus - SUS (https://apps.apple.com/br/app/coronav%C3%ADrus-sus/id1408008382) │O Ministério da Saúde lança o app Coronavírus-SUS com o objetivo de conscientizar a população sobre o  │
│ │Corona Vírus COVID-19. │
│Covid-19 Tracker (https://coronatrends.live) │A Chrome and Firefox browser popup utility to show countries and states stats with notifications related  │
│ │to increase in global confirmed cases │
│COVID Heroes (https://covidheroes.net) │A Ccommunity platform for exchanging needed materials using requests and fulfillments. │
│covid19-dash (https://covidnineteendash.herokuapp.com/world) │A fully updated, interactive dashboard to track the corona virus cases made using the dash python  │
│ │framework. Contains diferent page and layouts for India and World and a good structure for a multi-page  │
│ │dash application. │
│wildgrube.com - Outbreak (https://wildgrube.com/outbreak) │Visualization of the Johns Hopkins data on the Covid19 pandemic build on SteelPHP, Javascript, React and  │
│ │D3. │
│Apocalypse Travel (http://apocalypsetravel.com) │COVID travel restrictions between US states and countries around the world. │
│COVID-19 Hub (https://covid19-hub.herokuapp.com) │Covid19 Hub is an information center providing covid 19 related stats, graphs and news in one place. It  │
│ │also has some additional features such as inspirational quotes as well as an activity generator for those │
│ │that are in self isolation. │
Education and Courses
│ Link │ Description │
├─────────────────────────────────────────────────────────────────────────────────────────┼───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│450-free-courses (https://github.com/soroushchehresa/450-free-courses) │Here are 450 Ivy League courses you can take online right now for free. │
│Fighting COVID-19 with Epidemiology (https://www.coursera.org/learn/covid19-epidemiology)│This free Teach-Out is for anyone who has been curious about how we identify and measure outbreaks like the COVID-19  │
│ │epidemic and wants to understand the epidemiology of these infections. │
│RxCovea Journal Club (https://rxcovea.org/journalclub) │RxCovea is a 150 member open Source research group that gives weekly seminars on Covid-19. View the seminars here. │
Social
Twitter
│ Link │ Description │
├───────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│BotCorona (https://twitter.com/BotCorona) │A bot that keeps track of the #CoronaVirus Data gets tweeted every 2 hours. │
│coronavcharts (https://twitter.com/coronavcharts) │Your number #1 source on charts and “news” for #Coronavirus. │
│TrackerCorona (https://twitter.com/TrackerCorona) │I am a bot that collects U.S nCoV data from John Hopkins University and the U.S CDC and makes graphs! I am still in early development so  │
│ │there may be some bugs. │
│COVID19 (https://twitter.com/V2019N) │Everything we do before a pandemic will seem alarmist. Everything we do after will seem inadequate -M. Leavitt, DHHS. │
│Coronavirus CoVid-19 Updates (https://twitter.com/subgap) │This account will tweet the current confirmed CoronaVirus #Covid-19 #NCOV infections. │
│Coronavirus (COVID-19) Alerts (https://twitter.com/coronaviruscare)│#COVID19 (#Coronavirus) Alerts, News & Info from reputed sources. Updates & Verified Facts on #2019nCoV Research, Strategies &  │
│ │Cures. Only truth, no rumours. │
│COVID19 Updates in Asia (https://twitter.com/SEACoronavirus) │Updates on #coronavirus #COVID19 #coronaoutbreak #SARSCoV2 #ไวรัสโคโรน่า #VirusCorona #코로나바이러스 #コロナウイルス in the Larger Western  │
│ │Pacific Region. │
│The COVID Tracking Project (https://twitter.com/COVID19Tracking) │Comprehensive US state-level coronavirus testing data │
│Corona Tracker Bot (https://twitter.com/Covid19Stat_bot) │Covid19 Global Statistics Tweets Each Hour and Replies Country and State Data When you mention. │
│GoCoronaBot India (https://twitter.com/GoCoronaBot) │Bot that tweets the latest coronavirus stats in India. │
Telegram
│ Link │ Description │
├───────────────────────────────────────────────────────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│SG Fight Coronavirus (https://t.me/sgFight) │Let's Fight Coronavirus together in Singapore. │
│Coronavirus Updates (https://t.me/coronavirusupdates) │Info-sharing on COVID-19. │
│Coronavirus Info (https://t.me/coronavirusinfo) │Today's top stories regarding the COVID-19 Pandemic. │
│Wuhan 2019 Novel Coronavirus (https://t.me/TheWuhanVirus) │A collation of Singapore News Articles on 2019-nCoV Wuhan Virus COVID-2019. │
│SG Wuhan Coronavirus Info Group (https://t.me/SGWuhanCoronaVirusNews) │Providing news and updates on the Wuhan Coronavirus. │
│Wuhan Quarantine #nCoV #武汉封城 (https://t.me/wuhanquarantinefrom20200123)│点击标签查看相关消息：新闻 生活实景 求助信息 捐赠 应灾技巧 专家解答 辟谣 重要通知 疫情动态 │
│CoronaTracker-Public (https://t.me/coronatracker_public) │CoronaTracker-Public super group. │
│Covid19 live update (https://t.me/covid19liveupdate) │Coronavirus outbreak COVID-19 live situation update. │
│COVID-19 Norway (https://t.me/covid19norge) │Live Coronavirus-statistics in Norway. │
│Coronavirus Germany Chat (https://t.me/CoronavirusGermanyChat) │Super-group for News, Informationen, Updates & Austausch zum Thema Coronavirus in Germany. │
│@COVID19NowBot (https://t.me/COVID19NowBot) │A bot that can fetch information and numbers of COVID-19 cases around the globe. Available in 🇺🇸, 🇧🇷, 🇫🇷. │
│Covid19India (https://t.me/CoronaUpdateLatest) │Telegram Channel for Latest Corona Virus Updates in India. │
│@coronapandemicbot (https://t.me/coronapandemicbot) │A bot that gives you up-to-date statistics on the worldwide spread of the COVID-19 disease. │
│@CovidRadar (https://t.me/CovidRradarBot) │Coronavirus Cases: statistics, charts and trends │
│@coronaworldstatsbot (https://t.me/coronaworldstatsbot) │Telegram bot which gives you COVID19🦠 stats and Timeline graph when you share any location from around the world.│
│@covidtron19000_bot (https://t.me/covidtron19000_bot) │Telegram bot that gives you up-to-date statistics about the spread of COVID-19 in Italy. │
WhatsApp
│ Link │ Description │
├──────────────────────────────────────────────────────────────────┼──────────────────────────────────────────────────────────┤
│latest information about the COVID-19 (https://go.gov.sg/whatsapp)│Gov.sg WhatsApp Subscription │
│WHO Health Alert (http://bit.ly/who-covid19-whatsapp) │WHO WhatsApp Subscription for COVID-19 related information│
│COVID19.GO.ID (https://bit.ly/INDONESIACOVID19WABOT) │Indonesian WhatsApp Bot for COVID-19 information │
Forum
│ Link │ Description │
├─────────────────────────────────────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤
│Entraide Coronavirus (https://www.entraidecoronavirus.fr)│Forum pour favoriser l'entraide et la solidarité pendant la pandémie de COVID-19│
Articles and Books
│ Link │ Description │
├──────────────────────────────────────────────────────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│Wuhan Coronavirus (COVID-19)  │Secret Tested Ways to Protect YOUR Business From Wuhan Coronavirus (COVID-19) │
│(https://www.amazon.com/Wuhan-Coronavirus-COVID-19-expensi│ │
│ve-threatenings-ebook/dp/B0863P6BTD/ref=sr_1_8?crid=2T6ZLX│ │
│TXJ0L7D&dchild=1&keywords=coronavirus&qid=1584│ │
│822799&s=books&sprefix=corona%2Caps%2C161&sr=1│ │
│-8) │ │
│101 Science-Based Tips That Could Save Your Life  │From Dr. Wang Zhou and his colleagues at the Wuhan Center for Disease Control and Prevention comes a must-have guide for preparing for an outbreak of │
│(https://www.amazon.com/Coronavirus-Prevention-Handbook-Sc│the coronavirus virus (COVID-19). │
│ience-Based-Could-ebook/dp/B085DKMXGY/ref=sr_1_7?crid=2T6Z│ │
│LXTXJ0L7D&dchild=1&keywords=coronavirus&qid=15│ │
│84822799&s=books&sprefix=corona%2Caps%2C161&sr│ │
│=1-7) │ │
│Chinese Coronavirus Pandemic Hits The USA  │This is a story of a middle-class family that still has to work outside the home during the event while also observing the responses of the multitude │
│(https://www.amazon.com/Virus-China-Chinese-Coronavirus-Pa│of agencies involved in such an immense task at hand from inside the system and from their home sweet home. │
│ndemic-ebook/dp/B08639Q279/ref=sr_1_10?crid=2T6ZLXTXJ0L7D&│ │
│amp;dchild=1&keywords=coronavirus&qid=1584822799&a│ │
│mp;s=books&sprefix=corona%2Caps%2C161&sr=1-10) │ │
│Coronavirus quarantine/lock down/work from home adventure │You’ve wanted to make a change for some time, maybe wishing you could just escape to a retreat for a couple of weeks to get your head on straight.  │
│(https://www.amazon.com/Find-Yourself-Wake-Stop-Freaking-e│Well, it might not be Bali, but it’s a break, and you should take advantage! │
│book/dp/B0863HWXYV/ref=sr_1_5?crid=2T6ZLXTXJ0L7D&dchil│ │
│d=1&keywords=coronavirus&qid=1584822799&s=book│ │
│s&sprefix=corona%2Caps%2C161&sr=1-5) │ │
│The 2020 Coronavirus Recession Economic Crisis Series  │Books 1-4: How to Prepare for the Market Crash, How to Get Rich During the Market Crash, ... Guide (The 2020 Recession Economic Crisis) │
│Bundle  │ │
│(https://www.amazon.com/Coronavirus-Recession-Economic-Cri│ │
│sis-Bundle-ebook/dp/B0863LF494/ref=sr_1_4?crid=2T6ZLXTXJ0L│ │
│7D&dchild=1&keywords=coronavirus&qid=158482279│ │
│9&s=books&sprefix=corona%2Caps%2C161&sr=1-4) │ │
│Corona-Virus Wissenswertes und Tipps  │Wie Sie sich und Ihre Familie schützen; 50-seitiger Überlebensleitfaden (German Edition) │
│(https://www.amazon.com/Corona-Virus-Wissenswertes-Tipps-5│ │
│0-seitiger-%C3%9Cberlebensleitfaden-ebook/dp/B085YD1V8T/re│ │
│f=sr_1_2?crid=2T6ZLXTXJ0L7D&dchild=1&keywords=coro│ │
│navirus&qid=1584822799&s=books&sprefix=corona%│ │
│2Caps%2C161&sr=1-2) │ │
│Medical Microbiology - 4th edition │Medical Microbiology begins with a review of the immune system, focusing on the body's response to invading microorganisms. │
│ (https://www.ncbi.nlm.nih.gov/books/NBK7627) │ │
│Answers to Your Coronavirus Questions  │Covid-19 cases continue to be confirmed. By following some basic steps, you can help reduce your risk and do your part to protect others. │
│(https://www.nytimes.com/article/free-e-book-answers-to-yo│ │
│ur-coronavirus-questions.html) │ │
│Novel coronavirus (COVID-19) infection  │Clinical Overviews are easy-to-scan clinically focused medical topic summaries designed to match the clinician workflow. │
│(https://www.elsevier.com/__data/assets/pdf_file/0010/9776│ │
│98/novel-coronavirus-covid-19-infection-12-Mar-20.pdf) │ │
│Clinical Skills for Nursing - Skills checklist (Isolation │Clinical Skills for Nursing provides the highest quality evidence for nursing practice procedures for nurses to care for patients. │
│Precautions and Personal Protective Equipment)  │ │
│(https://www.elsevier.com/__data/assets/pdf_file/0010/9776│ │
│98/novel-coronavirus-covid-19-infection-12-Mar-20.pdf) │ │
│Clinical Skills for Nursing - Skills checklist  │Isolation Precautions and Personal Protective Equipment. │
│(https://www.elsevier.com/__data/assets/pdf_file/0003/9746│ │
│22/Isolation-Precautions_Personal-Protective-Equipment-Che│ │
│cklist.pdf) │ │
│Clinical Skills for Nursing - Isolation Precautions  │ersonal Protective Equipment. │
│(https://www.elsevier.com/__data/assets/pdf_file/0004/9746│ │
│23/Isolation-Precautions_Personal-Protective-Equipment.pdf│ │
│) │ │
│Clinical Skills for Nursing - FAQ  │based the recommendations made by the CDC and WHO for nurses and patients. │
│(https://www.elsevier.com/__data/assets/pdf_file/0011/9795│ │
│44/2019-nCoV-NAHPPE-FAQV3.pdf) │ │
│Interprofessional Care Plans Guide - Fever — Adult  │These Interprofessional Care Plans provide an evidence-based and individualizable Interprofessional plan of care to manage fever and the possible  │
│(https://www.elsevier.com/__data/assets/pdf_file/0006/9746│development of pneumonia, which is consistent with the presentation of this virus. │
│25/CPG_IP_Fever-Adult.pdf) │ │
│Interprofessional Care Plans Guide - Fever — Pediatric  │These Interprofessional Care Plans provide an evidence-based and individualizable Interprofessional plan of care to manage fever and the possible  │
│(https://www.elsevier.com/__data/assets/pdf_file/0007/9746│development of pneumonia, which is consistent with the presentation of this virus. │
│26/CPG_IP_Fever-Peds.pdf) │ │
│Interprofessional Care Plans Guide - Pneumonia — Adult  │These Interprofessional Care Plans provide an evidence-based and individualizable Interprofessional plan of care to manage fever and the possible  │
│(https://www.elsevier.com/__data/assets/pdf_file/0008/9746│development of pneumonia, which is consistent with the presentation of this virus. │
│27/CPG_IP_Pneumonia-Adult.pdf) │ │
│Interprofessional Care Plans Guide - Pneumonia — Pediatric│These Interprofessional Care Plans provide an evidence-based and individualizable Interprofessional plan of care to manage fever and the possible  │
│(https://www.elsevier.com/__data/assets/pdf_file/0009/9746│development of pneumonia, which is consistent with the presentation of this virus. │
│28/CPG_IP_Pneumonia-Peds.pdf) │ │
│Patient engagement resources - Patient Education document │Patient engagement resources use plain language to support shared decision-making between patients and healthcare providers. │
│(Novel Coronavirus Infection)  │ │
│(https://www.elsevier.com/__data/assets/pdf_file/0011/9746│ │
│21/Novel-Coronavirus-Infection.pdf) │ │
│ScienceDirect Articles  │ScienceDirect is a website based on explore and research about scientific, technical, medical and etc. │
│(https://www.sciencedirect.com/search/advanced?qs=%22COVID│ │
│-19%22%20OR%20Coronavirus%20OR%20%22Corona%20virus%22%20OR│ │
│%20%222019-nCoV%22%20OR%20%22SARS-CoV%22%20OR%20%22MERS-Co│ │
│V%22%20OR%20%E2%80%9CSevere%20Acute%20Respiratory%20Syndro│ │
│me%E2%80%9D%20OR%20%E2%80%9CMiddle%20East%20Respiratory%20│ │
│Syndrome%E2%80%9D&show=100&ent=true) │ │
│Coronavirus:Protect yourself and stand against racism  │This Teaching Idea outlines the known facts about COVID-19 and gives students the opportunity to explore instances of discrimination related to this  │
│(https://www.facinghistory.org/educator-resources/current-│novel strain of coronavirus. │
│events/coronavirus-protect-yourself-stand-against-racism) │ │
│Coronavirus Tech Handbook │The Coronavirus Tech Handbook is a crowd-sourced library for technologists, civic organizations, public and private institutions, researchers, and  │
│ (https://coronavirustechhandbook.com/home) │specialists of all kinds working on responses to the pandemic. It is a rapidly evolving resource with thousands of expert contributors. │
│Response to COVID-19 with Probabilistic Programming │Probabilistic programming approach to (1) inferring parameters for COVID-19 simulation, (2) evaluating the efficacy of the COVID-19 policies, and (3) │
│ (https://arxiv.org/abs/2106.00192) │simulating policies considering the economic loss. │
│Disruption in the Chinese E-Commerce During COVID-19  │This study examines the impact of COVID-19 on Chinese e-commerce by analyzing behavioral changes observed on a large online shopping platform. │
│(https://www.frontiersin.org/articles/10.3389/fcomp.2021.6│ │
│68711/full) │ │
Research Outlets
│ Link │ Description │
├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────────────────────────────────────────────────┤
│The Lancet COVID-19 Resource Centre (https://www.thelancet.com/coronavirus) │Journal page that aggregates coronavirus related research output. │
│American Society for Microbiology  │AMS search portal. │
│(https://journals.asm.org/search/coronavirus%20jcode%3Aaem%7C%7Caac%7C%7Ccdli%7C%7Ccmr%7C%7Ceukcell%7C%7Ciai%7C%7Cjb%7C│ │
│%7Cjcm%7C%7Cjvi%7C%7Cmbio%7C%7Cmmbr%7C%7Cga%7C%7Cmcb%7C%7Cmsph%7C%7Cmsys%20limit_from%3A2019-01-01%20limit_to%3A2020-01│ │
│-23%20numresults%3A10%20sort%3Arelevance-rank%20format_result%3Astandard?_ga=2.34252577.1885462816.1583650093-393486013│ │
│.1583650093) │ │
│American Chemical Society  │Free issue of ACS with a focus on coronavirus. │
│(https://pubs.acs.org/page/vi/chemistry_coronavirus_research?utm_source=pubs_content_marketing&utm_medium=axial&amp│ │
│;utm_campaign=0120_JHS_coronavirus&ref=pubs_content_marketing) │ │
│Annals of Internal Medicine (https://annals.org/aim/pages/coronavirus-content) │Annals page showcasing paper submissions. │
│European Respiratory Journal (https://erj.ersjournals.com/cc/sars-cov-2-and-covid-19) │ERJ journal portal on coronaviruses. │
│Oxford Academic (https://academic.oup.com/journals/pages/coronavirus?cc=us&lang=en&#997df937b5eb5a4ab1a9) │age of journal articles on the coronavirus. │
│Jama Network (https://jamanetwork.com/journals/jama/pages/coronavirus-alert) │A variery of papers that span clinicians and researchers. │
│Springer Nature (https://www.springernature.com/gp/researchers/campaigns/coronavirus) │Springer Nature campaign page. │
│COVID-19 Open Research Dataset (CORD-19) (https://pages.semanticscholar.org/coronavirus-research) │Coronavirus papers in machine-readable (JSON) format. │
│COVID-19 Community Mobility Reports (https://www.google.com/covid19/mobility) │Google's Community Mobility Reports aimed to provide insights into what has changed  │
│ │in response to policies aimed at combating COVID-19. │
Interactive Applications
│ Link │ Description │
├───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────────────────────────────────┤
│University of Virginia: COVID-19 Surveillance Dashboard (http://nssac.bii.virginia.edu/covid-19/dashboard) │Dashboard showing. │
│Johns Hopkins CSSE: Coronavirus COVID-19 Global Cases │Dashboard application providing interaction to global case data. │
│ (https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6) │ │
│WHO Novel Coronavirus (COVID-19) Situation (https://experience.arcgis.com/experience/685d0ace521648f8a5beeeee1b9125cd) │WHO data visualization page. │
│Worldometer (https://www.worldometers.info/coronavirus) │Showcasing coronavirus stats. │
│Coronalysis (https://www.coronalysis.com) │Dashboard based on maps and graphs, along with scientific documentation. │
│COVID-19 Dashboard (https://www.cov19.xyz) │Coronavirus outbreak dashboard. │
│COVID-19 Live Dashboard (https://coronavirus.davidb.dev/) │Responsive covid 19 Live data Dashboard with time travel and predictions │
│ADSP: COVID-19 Live Dashboard - England (https://adsp.ai/demos/coronavirus-england) │COVID-19 Dashboard for England case data including maps │
│covid19-at: COVID-19 Live Dashboard - Austria (https://covid19.spiessknafl.at) │COVID-19 Dashboard for Austria case data including maps │
│Coronavirus Country Comparator (https://boogheta.github.io/coronavirus-countries) │Rich web interface to control various d3.js visualizations of confirmed  │
│ │and deceased cases data reported by JHU CSSE in all countries. │
│Covid-19 Charts (https://corona.njoyard.fr) │Visualization tool for JHU CSSE Covid-19 data using EmberJS and Chart.js │
│Covid by region comparisons (https://covidbyregion.com) │Compare Coronavirus cases/deaths over time by state, county, and country.│
│ │(Open Source) │
│Covid-19 UK and World Data Visualization Time Machine (https://covid19.uclcssa.cn) │🧭 Interactive timeline for viewing worldwide historical data by country,│
│ │with bar race animation. │
│Yahoo Knowledge Graph COVID-19 Dashboard (https://yahoo.github.io/covid-19-dashboard) │Dynamic COVID-19 dashboard using 100% government and public health  │
│ │authority sources. │
│Japan's New Coronavirus Infection Bulletin (https://covid-2019.live) │Interactive dashboard for real-time recording of COVID-19 outbreak in  │
│ │Japan. │
│The U.S. COVID-19 Testing Gap (https://testing.predictcovid.com) │This is a website visualizing each state’s testing relative to their  │
│ │population. │
│COVID-19 Outcomes and Countries' BCG Vaccination Coverage (https://covi.shinyapps.io/COVID19) │An interactive webtool to test adjusted correlations of COVID-19 outcomes│
│ │like number of cases and deaths with BCG vacination coverage in different│
│ │countries. │
│Turkey's coronavirus dashboard (https://ozanerturk.github.io/covid19-turkey-api) │This application updates data sets by scarping data from the web site of │
│ │of Turkish Ministry of Health (https://covid19.saglik.gov.tr) every 5  │
│ │minutes. │
Hackathons
│ Link │ Description │
├───────────────────────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│#BuildforCOVID19 Global Online Hackathon (https://covid-global-hackathon.devpost.com) │The COVID-19 Global Hackathon is an opportunity for developers to build software solutions that drive social  │
│ │impact, with the aim of tackling some of the challenges related to the current coronavirus (COVID-19) pandemic. │
│codevscovid19 (https://www.codevscovid19.org) │Create solutions to address COVID19 Challenges. │
│#WirvsVirus: hacking to fight the crisis  │The Federal Government's 'Hackathon' has yielded lots of suggestions for solving problems to do with │
│(https://www.deutschland.de/en/topic/knowledge/hackathon-on-corona-wirvsvirus-brings-solutions)│the Corona crisis. This was Germany's biggest digital competition of ideas to date. │
│Official COVID-19 hackathon in Sweden (https://www.hackthecrisis.se) │Official COVID-19 hackathon in Sweden. An initiative by The Swedish Government. │
│StudentsAgainstCorona (https://www.facebook.com/groups/485526048998480) │A Facebook group for students want to help about Coronavirus. │
│IBM call for code - COVID-19 (https://developer.ibm.com/callforcode/getstarted/covid-19/) │With the unprecedented effect of COVID-19, unite to help communities across the globe deal with the impact of the│
│ │greatest crisis of modern times. │
│#hackfromhome (https://www.hackfromhome.com) │An anti-viral virtual hackathon. │
│COVID-19 DREAM Challenge (https://www.synapse.org/ehr_challenge_covid19) │A continuous benchmarking project to support testing analytic and machine learning hypotheses on clinical data  │
│ │without data sharing to rapidly discover and implement approaches for care. │
│Virtual Hacks (https://virtualhacks.ca) │This isn’t your ordinary Hackathon.. Join us over the course of 8 weeks to tackle some of the most pressing  │
│ │challenges that we are facing today. │
Current Status
│ Link │ Description │
├─────────────────────────────────────────────────────────────────────┼──────────────────────────────────────────────────┤
│WHO (https://www.who.int/emergencies/diseases/novel-coronavirus-2019)│World Health Orginization. │
│CDC (https://www.cdc.gov/coronavirus/2019-ncov/about/index.html) │Center for Disease control. │
│ECDC (https://www.ecdc.europa.eu/en/novel-coronavirus-china) │European Centre for Disease Prevention and Control│
Vaccination
│ Link │ Description │
├───────────────────────────────────────────────────────────────────────────────────────┼─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│Statistics and research (https://ourworldindata.org/covid-vaccinations) │The international COVID-19 vaccination dataset that we make available on this page is updated each morning (London time).│
│Pfizer-BioNTech  │Pfizer-BioNTech COVID-19 Vaccine Overview and Safety. │
│(https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/Pfizer-BioNTech.│ │
│html) │ │
│Moderna │Moderna COVID-19 Vaccine Overview and Safety. │
│ (https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/Moderna.html) │ │
│Johnson & Johnson’s Janssen │Johnson & Johnson’s Janssen COVID-19 Vaccine Overview and Safety. │
│ (https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/janssen.html) │ │
│Vaxzevria (previously COVID-19 Vaccine AstraZeneca)  │AstraZeneca COVID-19 Vaccine Overview and Safety. │
│(https://www.ema.europa.eu/en/medicines/human/EPAR/vaxzevria-previously-covid-19-vaccin│ │
│e-astrazeneca) │ │
│COVAXIN (https://www.bharatbiotech.com/covaxin.html) │Bharat Biotech's COVAXIN official information and update page │
│Sputnik V (https://sputnikvaccine.com) │Russia's COVID-19 vaccine official page │
Contribution
Contributions are welcomed! Read the contribution guidelines (https://github.com/soroushchehresa/awesome-coronavirus/blob/master/contributing.md) first!
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