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# Awesome Coronavirus [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) <img src="https://img.shields.io/github/license/soroushchehresa/awesome-coronavirus"> <img src="https://img.shields.io/travis/soroushchehresa/awesome-coronavirus" alt="build status"> [<img src="https://img.shields.io/badge/sponsors-become%20a%20sponsor-blueviolet">](#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. <br>

**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&amp;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 (&lt; 200ms) API for tracking the global coronavirus (COVID-19, SARS-CoV-2) outbreak. It&#39;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 &amp; 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 &amp; 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&#39;s (&lt; 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 (&lt; 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&#39;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&#39;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&#39;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 &#34;Sala Situacional...&#34;. |
 | 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&#39;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&#39;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 &amp; 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 &amp; macOS with maps &amp; 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 &amp; 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&#39;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 &amp; respond using MQTT, nodeJS &amp; 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 &amp; 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 &amp; 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&#39;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&#39;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 (&lt; 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&#39;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 &amp; 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](http://opendatadpc.maps.arcgis.com/apps/opsdashboard/index.html#/b0c68bce2cce478eaac82fe38d4138b1) | COVID-19 ITALIA. |
| [alessiodl.github.io/COVID19Dashboard](https://alessiodl.github.io/COVID19Dashboard/dist/index.html) | CoViD-19 Dashboard Italia. |
| [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](https://interaktiv.morgenpost.de/corona-virus-karte-infektionen-deutschland-weltweit) | Coronavirus monitor, mainly for Germany. |
| [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 &amp; 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 &amp; 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 &amp; 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 &amp; 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](https://covid19projects.now.sh?source=awesome-coronavirus-github) | COVID-19 projects in one place |
| [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](https://chrome.google.com/webstore/detail/coronavirus-tips-new-tab/konbgoghafhpdebefnmcbbmbgoakjfkp) | A chrome extension to help promote the W.H.O. coronavirus guidelines. |
| [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 &amp; 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](https://chrome.google.com/webstore/detail/covid-19-footprint-corona/bakaphloijegjkaiekokeoffjnjocahn) | A Chrome extension that brings you real-time global and regional data of the novel coronavirus pandemic. |
| [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 &amp; 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 &amp; 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&amp;amp;hl=en_US) | 코백 - 코로나맵 정보 알림 서비스. |
| [~~CoronaVirus Tracker 2019-nCoV~~](https://play.google.com/store/apps/details?id=com.agmostudio.coronatracker&amp;hl=en) | Statistics, map of cases. |
| [~~Coronavirus Tracker - latest information and news~~](https://play.google.com/store/apps/details?id=com.R4yan.CoronavirusTracker) | Location based statistics, news, charts, maps based dashboard. |
| [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](https://apps.apple.com/us/app/healthlynked-covid-19-tracker/id1500575377) | Corona virus tracker. |
| [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 &amp; Info from reputed sources. Updates &amp; Verified Facts on #2019nCoV Research, Strategies &amp; 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&#39;s Fight Coronavirus together in Singapore. |
| [Coronavirus Updates](https://t.me/coronavirusupdates) | Info-sharing on COVID-19. |
| [Coronavirus Info](https://t.me/coronavirusinfo) | Today&#39;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 &amp; 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&#39;entraide et la solidarité pendant la pandémie de COVID-19 |



## Articles and Books

| Link  | Description  |
|:------|:-------------|
| [Wuhan Coronavirus (COVID-19)](https://www.amazon.com/Wuhan-Coronavirus-COVID-19-expensive-threatenings-ebook/dp/B0863P6BTD/ref=sr_1_8?crid=2T6ZLXTXJ0L7D&amp;dchild=1&amp;keywords=coronavirus&amp;qid=1584822799&amp;s=books&amp;sprefix=corona%2Caps%2C161&amp;sr=1-8) | Secret Tested Ways to Protect YOUR Business From Wuhan Coronavirus (COVID-19) |
| [101 Science-Based Tips That Could Save Your Life](https://www.amazon.com/Coronavirus-Prevention-Handbook-Science-Based-Could-ebook/dp/B085DKMXGY/ref=sr_1_7?crid=2T6ZLXTXJ0L7D&amp;dchild=1&amp;keywords=coronavirus&amp;qid=1584822799&amp;s=books&amp;sprefix=corona%2Caps%2C161&amp;sr=1-7) | 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 the coronavirus virus (COVID-19). |
| [Chinese Coronavirus Pandemic Hits The USA](https://www.amazon.com/Virus-China-Chinese-Coronavirus-Pandemic-ebook/dp/B08639Q279/ref=sr_1_10?crid=2T6ZLXTXJ0L7D&amp;dchild=1&amp;keywords=coronavirus&amp;qid=1584822799&amp;s=books&amp;sprefix=corona%2Caps%2C161&amp;sr=1-10) | 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 of agencies involved in such an immense task at hand from inside the system and from their home sweet home. |
| [Coronavirus quarantine/lock down/work from home adventure](https://www.amazon.com/Find-Yourself-Wake-Stop-Freaking-ebook/dp/B0863HWXYV/ref=sr_1_5?crid=2T6ZLXTXJ0L7D&amp;dchild=1&amp;keywords=coronavirus&amp;qid=1584822799&amp;s=books&amp;sprefix=corona%2Caps%2C161&amp;sr=1-5) | 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. Well, it might not be Bali, but it’s a break, and you should take advantage! |
| [The 2020 Coronavirus Recession Economic Crisis Series Bundle](https://www.amazon.com/Coronavirus-Recession-Economic-Crisis-Bundle-ebook/dp/B0863LF494/ref=sr_1_4?crid=2T6ZLXTXJ0L7D&amp;dchild=1&amp;keywords=coronavirus&amp;qid=1584822799&amp;s=books&amp;sprefix=corona%2Caps%2C161&amp;sr=1-4) | Books 1-4: How to Prepare for the Market Crash, How to Get Rich During the Market Crash, ... Guide (The 2020 Recession Economic Crisis) |
| [Corona-Virus Wissenswertes und Tipps](https://www.amazon.com/Corona-Virus-Wissenswertes-Tipps-50-seitiger-%C3%9Cberlebensleitfaden-ebook/dp/B085YD1V8T/ref=sr_1_2?crid=2T6ZLXTXJ0L7D&amp;dchild=1&amp;keywords=coronavirus&amp;qid=1584822799&amp;s=books&amp;sprefix=corona%2Caps%2C161&amp;sr=1-2) | Wie Sie sich und Ihre Familie schützen; 50-seitiger Überlebensleitfaden (German Edition) |
| [Medical Microbiology - 4th edition](https://www.ncbi.nlm.nih.gov/books/NBK7627) | Medical Microbiology begins with a review of the immune system, focusing on the body&#39;s response to invading microorganisms. |
| [Answers to Your Coronavirus Questions](https://www.nytimes.com/article/free-e-book-answers-to-your-coronavirus-questions.html) | 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. |
| [Novel coronavirus (COVID-19) infection](https://www.elsevier.com/__data/assets/pdf_file/0010/977698/novel-coronavirus-covid-19-infection-12-Mar-20.pdf) | Clinical Overviews are easy-to-scan clinically focused medical topic summaries designed to match the clinician workflow. |
| [Clinical Skills for Nursing - Skills checklist (Isolation Precautions and Personal Protective Equipment)](https://www.elsevier.com/__data/assets/pdf_file/0010/977698/novel-coronavirus-covid-19-infection-12-Mar-20.pdf) | Clinical Skills for Nursing provides the highest quality evidence for nursing practice procedures for nurses to care for patients. |
| [Clinical Skills for Nursing - Skills checklist](https://www.elsevier.com/__data/assets/pdf_file/0003/974622/Isolation-Precautions_Personal-Protective-Equipment-Checklist.pdf) | Isolation Precautions and Personal Protective Equipment. |
| [Clinical Skills for Nursing - Isolation Precautions](https://www.elsevier.com/__data/assets/pdf_file/0004/974623/Isolation-Precautions_Personal-Protective-Equipment.pdf) | ersonal Protective Equipment. |
| [Clinical Skills for Nursing - FAQ](https://www.elsevier.com/__data/assets/pdf_file/0011/979544/2019-nCoV-NAHPPE-FAQV3.pdf) | based the recommendations made by the CDC and WHO for nurses and patients. |
| [Interprofessional Care Plans Guide - Fever — Adult](https://www.elsevier.com/__data/assets/pdf_file/0006/974625/CPG_IP_Fever-Adult.pdf) | These Interprofessional Care Plans provide an evidence-based and individualizable Interprofessional plan of care to manage fever and the possible development of pneumonia, which is consistent with the presentation of this virus. |
| [Interprofessional Care Plans Guide - Fever — Pediatric](https://www.elsevier.com/__data/assets/pdf_file/0007/974626/CPG_IP_Fever-Peds.pdf) | These Interprofessional Care Plans provide an evidence-based and individualizable Interprofessional plan of care to manage fever and the possible development of pneumonia, which is consistent with the presentation of this virus. |
| [Interprofessional Care Plans Guide - Pneumonia — Adult](https://www.elsevier.com/__data/assets/pdf_file/0008/974627/CPG_IP_Pneumonia-Adult.pdf) | These Interprofessional Care Plans provide an evidence-based and individualizable Interprofessional plan of care to manage fever and the possible development of pneumonia, which is consistent with the presentation of this virus. |
| [Interprofessional Care Plans Guide - Pneumonia — Pediatric](https://www.elsevier.com/__data/assets/pdf_file/0009/974628/CPG_IP_Pneumonia-Peds.pdf) | These Interprofessional Care Plans provide an evidence-based and individualizable Interprofessional plan of care to manage fever and the possible development of pneumonia, which is consistent with the presentation of this virus. |
| [Patient engagement resources - Patient Education document (Novel Coronavirus Infection)](https://www.elsevier.com/__data/assets/pdf_file/0011/974621/Novel-Coronavirus-Infection.pdf) | Patient engagement resources use plain language to support shared decision-making between patients and healthcare providers. |
| [ScienceDirect Articles](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-CoV%22%20OR%20%E2%80%9CSevere%20Acute%20Respiratory%20Syndrome%E2%80%9D%20OR%20%E2%80%9CMiddle%20East%20Respiratory%20Syndrome%E2%80%9D&amp;show=100&amp;ent=true) | ScienceDirect is a website based on explore and research about scientific, technical, medical and etc. |
| [Coronavirus:Protect yourself and stand against racism](https://www.facinghistory.org/educator-resources/current-events/coronavirus-protect-yourself-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 novel strain of coronavirus. |
| [Coronavirus Tech Handbook](https://coronavirustechhandbook.com/home) | The Coronavirus Tech Handbook is a crowd-sourced library for technologists, civic organizations, public and private institutions, researchers, and 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](https://arxiv.org/abs/2106.00192) | Probabilistic programming approach to (1) inferring parameters for COVID-19 simulation, (2) evaluating the efficacy of the COVID-19 policies, and (3) simulating policies considering the economic loss. |
| [Disruption in the Chinese E-Commerce During COVID-19](https://www.frontiersin.org/articles/10.3389/fcomp.2021.668711/full) | This study examines the impact of COVID-19 on Chinese e-commerce by analyzing behavioral changes observed on a large online shopping platform. |


## 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](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) | AMS search portal. |
| [American Chemical Society](https://pubs.acs.org/page/vi/chemistry_coronavirus_research?utm_source=pubs_content_marketing&amp;utm_medium=axial&amp;utm_campaign=0120_JHS_coronavirus&amp;ref=pubs_content_marketing) | Free issue of ACS with a focus on coronavirus. |
| [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&amp;lang=en&amp;#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&#39;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](https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6) | Dashboard application providing interaction to global case data. |
| [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&#39;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&#39; 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&#39;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](https://www.deutschland.de/en/topic/knowledge/hackathon-on-corona-wirvsvirus-brings-solutions) | The Federal Government&#39;s &#39;Hackathon&#39; has yielded lots of suggestions for solving problems to do with the Corona crisis. This was Germany&#39;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](https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/Pfizer-BioNTech.html) | Pfizer-BioNTech COVID-19 Vaccine Overview and Safety. |
| [Moderna](https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/Moderna.html) | Moderna COVID-19 Vaccine Overview and Safety. |
| [Johnson &amp; Johnson’s Janssen](https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/janssen.html) | Johnson &amp; Johnson’s Janssen COVID-19 Vaccine Overview and Safety. |
| [Vaxzevria (previously COVID-19 Vaccine AstraZeneca)](https://www.ema.europa.eu/en/medicines/human/EPAR/vaxzevria-previously-covid-19-vaccine-astrazeneca) | AstraZeneca COVID-19 Vaccine Overview and Safety. |
| [COVAXIN](https://www.bharatbiotech.com/covaxin.html) | Bharat Biotech&#39;s COVAXIN official information and update page |
| [Sputnik V](https://sputnikvaccine.com) | Russia&#39;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!

