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Expand Up @@ -77,9 +77,9 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers
| 🌟 | Repository | Description |
|:-----------:|:-------------|:-------------|
| 1722 | [@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 |
| 1448 | [@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! |
| 1131 | [@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 |
| 534 | [@covid19india](https://github.com/covid19india)/[**api**](https://github.com/covid19india/api) | Our Database |
| 1450 | [@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! |
| 1135 | [@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 |
| 537 | [@covid19india](https://github.com/covid19india)/[**api**](https://github.com/covid19india/api) | Our Database |
| 277 | [@amodm](https://github.com/amodm)/[**api-covid19-in**](https://github.com/amodm/api-covid19-in) | COVID Rest API for India data, using Cloudflare Workers |
| 125 | [@Laeyoung](https://github.com/Laeyoung)/[**COVID-19-API**](https://github.com/Laeyoung/COVID-19-API) | API Service for tracking the COVID-19 |
| 81 | [@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 |
Expand Down Expand Up @@ -114,24 +114,24 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers

| 🌟 | Repository | Description |
|:-----------:|:-------------|:-------------|
| 24290 | [@CSSEGISandData](https://github.com/CSSEGISandData)/[**COVID-19**](https://github.com/CSSEGISandData/COVID-19) | Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE |
| 5662 | [@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. |
| 4845 | [@covid19india](https://github.com/covid19india)/[**covid19india-react**](https://github.com/covid19india/covid19india-react) | Tracking the impact of COVID-19 in India |
| 3489 | [@pcm-dpc](https://github.com/pcm-dpc)/[**COVID-19**](https://github.com/pcm-dpc/COVID-19) | COVID-19 Italia - Monitoraggio situazione |
| 2354 | [@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. |
| 24294 | [@CSSEGISandData](https://github.com/CSSEGISandData)/[**COVID-19**](https://github.com/CSSEGISandData/COVID-19) | Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE |
| 5670 | [@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. |
| 4848 | [@covid19india](https://github.com/covid19india)/[**covid19india-react**](https://github.com/covid19india/covid19india-react) | Tracking the impact of COVID-19 in India |
| 3493 | [@pcm-dpc](https://github.com/pcm-dpc)/[**COVID-19**](https://github.com/pcm-dpc/COVID-19) | COVID-19 Italia - Monitoraggio situazione |
| 2358 | [@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. |
| 1817 | [@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 |
| 1225 | [@owid](https://github.com/owid)/[**covid-19-data**](https://github.com/owid/covid-19-data) | Data on COVID-19 (coronavirus) confirmed cases, deaths, and tests • All countries • Updated daily by Our World in Data |
| 1233 | [@owid](https://github.com/owid)/[**covid-19-data**](https://github.com/owid/covid-19-data) | Data on COVID-19 (coronavirus) confirmed cases, deaths, and tests • All countries • Updated daily by Our World in Data |
| 1136 | [@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 |
| 1120 | [@nextstrain](https://github.com/nextstrain)/[**ncov**](https://github.com/nextstrain/ncov) | Nextstrain build for novel coronavirus SARS-CoV-2 |
| 1112 | [@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. |
| 1107 | [@FoldingAtHome](https://github.com/FoldingAtHome)/[**coronavirus**](https://github.com/FoldingAtHome/coronavirus) | Folding@home COVID-19 efforts |
| 976 | [@datasets](https://github.com/datasets)/[**covid-19**](https://github.com/datasets/covid-19) | Novel Coronavirus 2019 time series data on cases |
| 709 | [@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 |
| 977 | [@datasets](https://github.com/datasets)/[**covid-19**](https://github.com/datasets/covid-19) | Novel Coronavirus 2019 time series data on cases |
| 711 | [@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 |
| 626 | [@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) |
| 460 | [@turicas](https://github.com/turicas)/[**covid19-br**](https://github.com/turicas/covid19-br) | Dados diários mais recentes do coronavírus por município brasileiro |
| 409 | [@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. |
| 354 | [@openZH](https://github.com/openZH)/[**covid_19**](https://github.com/openZH/covid_19) | COVID19 case numbers 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. |
| 355 | [@openZH](https://github.com/openZH)/[**covid_19**](https://github.com/openZH/covid_19) | COVID19 case numbers 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. |
| 346 | [@RamiKrispin](https://github.com/RamiKrispin)/[**coronavirus**](https://github.com/RamiKrispin/coronavirus) | The coronavirus dataset |
| 266 | [@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 |
| 239 | [@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 |
Expand All @@ -157,9 +157,9 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers
| 18 | [@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 | [@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 |
| 15 | [@kalisio](https://github.com/kalisio)/[**covid-19**](https://github.com/kalisio/covid-19) | Données cartographiques concernant l'épidémie de COVID-19 en France |
| 12 | [@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 |
| 13 | [@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 |
| 12 | [@xhlulu](https://github.com/xhlulu)/[**covid-qa**](https://github.com/xhlulu/covid-qa) | A collection of COVID-19 question-answer pairs and transformer baselines for evaluating QA models (Official Repository) |
| 12 | [@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 |
| 12 | [@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 | [@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 ⚕️ |
| 7 | [@elComrades](https://github.com/elComrades)/[**coronaindia**](https://github.com/elComrades/coronaindia) | COVID19 India Tracker, predictive analytics and research. Built by engineers, data scientists, AI and medical professionals. |
| 7 | [@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. |
Expand All @@ -179,7 +179,7 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers
| 621 | [@midas-network](https://github.com/midas-network)/[**COVID-19**](https://github.com/midas-network/COVID-19) | 2019 novel coronavirus repository |
| 140 | [@pennsignals](https://github.com/pennsignals)/[**chime**](https://github.com/pennsignals/chime) | COVID-19 Hospital Impact Model for Epidemics |
| 111 | [@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. |
| 108 | [@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 |
| 109 | [@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 |
| 61 | [@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. |
| 56 | [@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 |
| 20 | [@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. |
Expand All @@ -194,7 +194,7 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers

| 🌟 | Repository | Description |
|:-----------:|:-------------|:-------------|
| 360 | [@mattroconnor](https://github.com/mattroconnor)/[**deep_learning_coronavirus_cure**](https://github.com/mattroconnor/deep_learning_coronavirus_cure) | Using deep learning to generate novel molecules as candidates for binding with coronavirus protease |
| 361 | [@mattroconnor](https://github.com/mattroconnor)/[**deep_learning_coronavirus_cure**](https://github.com/mattroconnor/deep_learning_coronavirus_cure) | Using deep learning to generate novel molecules as candidates for binding with coronavirus protease |
| 9 | [@jbesomi](https://github.com/jbesomi)/[**Korono**](https://github.com/jbesomi/Korono) | 👑Korono: question answering platform for COVID-19 papers |
| 2 | [@BNext-IQT](https://github.com/BNext-IQT)/[**antivirals**](https://github.com/BNext-IQT/antivirals) | Finding antivirals for the novel coronavirus using machine learning. Experimental. |

Expand All @@ -221,16 +221,16 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers
| 1280 | [@mhdhejazi](https://github.com/mhdhejazi)/[**CoronaTracker**](https://github.com/mhdhejazi/CoronaTracker) | Coronavirus tracker app for iOS & macOS with maps & charts |
| 472 | [@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 |
| 470 | [@google](https://github.com/google)/[**exposure-notifications-android**](https://github.com/google/exposure-notifications-android) | Exposure Notifications Android Reference Design |
| 444 | [@AaronWard](https://github.com/AaronWard)/[**covidify**](https://github.com/AaronWard/covidify) | Covidify - corona virus report and dataset generator for python 📈 |
| 306 | [@JohnCoene](https://github.com/JohnCoene)/[**coronavirus**](https://github.com/JohnCoene/coronavirus) | 🦠 Novel Coronavirus (COVID-19) Tracker |
| 446 | [@AaronWard](https://github.com/AaronWard)/[**covidify**](https://github.com/AaronWard/covidify) | Covidify - corona virus report and dataset generator for python 📈 |
| 308 | [@JohnCoene](https://github.com/JohnCoene)/[**coronavirus**](https://github.com/JohnCoene/coronavirus) | 🦠 Novel Coronavirus (COVID-19) Tracker |
| 282 | [@alfianlosari](https://github.com/alfianlosari)/[**CoronaVirusTrackerSwiftUI**](https://github.com/alfianlosari/CoronaVirusTrackerSwiftUI) | Corona Virus Tracker & Advices iOS App with SwiftUI |
| 263 | [@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 |
| 196 | [@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 | [@dsfsi](https://github.com/dsfsi)/[**covid19za**](https://github.com/dsfsi/covid19za) | Coronavirus COVID-19 (2019-nCoV) Data Repository and Dashboard for South Africa |
| 122 | [@GabrielTavernini](https://github.com/GabrielTavernini)/[**Covid19Stats**](https://github.com/GabrielTavernini/Covid19Stats) | A simple mobile app developed with Flutter to visualize Covid19 statistics 🦠 |
| 80 | [@RamiKrispin](https://github.com/RamiKrispin)/[**coronavirus_dashboard**](https://github.com/RamiKrispin/coronavirus_dashboard) | The Coronavirus Dashboard |
| 67 | [@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! Found on 🕶Awesome-list |
| 61 | [@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. |
| 68 | [@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! Found on 🕶Awesome-list |
| 62 | [@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. |
| 58 | [@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) |
| 58 | [@hysios](https://github.com/hysios)/[**coronavirus**](https://github.com/hysios/coronavirus) | 2019 nCoV realtime track system based Scrapy + influxdb + grafana + NLTK + Stanford CoreNLP |
| 52 | [@boogheta](https://github.com/boogheta)/[**coronavirus-countries**](https://github.com/boogheta/coronavirus-countries) | COVID-19 interactive dashboard for the whole world |
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| 🌟 | Repository | Description |
|:-----------:|:-------------|:-------------|
| 976 | [@datasets](https://github.com/datasets)/[**covid-19**](https://github.com/datasets/covid-19) | Novel Coronavirus 2019 time series data on cases |
| 977 | [@datasets](https://github.com/datasets)/[**covid-19**](https://github.com/datasets/covid-19) | Novel Coronavirus 2019 time series data on cases |
| 67 | [@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 |
| 39 | [@eebrown](https://github.com/eebrown)/[**data2019nCoV**](https://github.com/eebrown/data2019nCoV) | COVID-19 Pandemic Data R Package |
| 39 | [@eebrown](https://github.com/eebrown)/[**data2019nCoV**](https://github.com/eebrown/data2019nCoV) | COVID-19 Pandemic Data R Package |
Expand Down Expand Up @@ -305,7 +305,7 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers

| 🌟 | Repository | Description |
|:-----------:|:-------------|:-------------|
| 1656 | [@jcl5m1](https://github.com/jcl5m1)/[**ventilator**](https://github.com/jcl5m1/ventilator) | Low-Cost Open Source Ventilator or PAPR |
| 1655 | [@jcl5m1](https://github.com/jcl5m1)/[**ventilator**](https://github.com/jcl5m1/ventilator) | Low-Cost Open Source Ventilator or PAPR |
| 327 | [@makers-for-life](https://github.com/makers-for-life)/[**makair**](https://github.com/makers-for-life/makair) | 🦠 Mass-producible open-source Covid-19 ARDS ventilator. Aims at helping hospitals cope with a possible shortage of professional ventilators during the outbreak. Worldwide. |
| 154 | [@ProtofyTeam](https://github.com/ProtofyTeam)/[**OxyGEN**](https://github.com/ProtofyTeam/OxyGEN) | OxyGEN |

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