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Expand Up @@ -82,8 +82,8 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers
| 2409 | [@disease-sh](https://github.com/disease-sh)/[**API**](https://github.com/disease-sh/API) | API for Current cases and more stuff about COVID-19 and Influenza |
| 2010 | [@BlankerL](https://github.com/BlankerL)/[**DXY-COVID-19-Crawler**](https://github.com/BlankerL/DXY-COVID-19-Crawler) | 2019新型冠状病毒疫情实时爬虫及API | COVID-19/2019-nCoV Realtime Infection Crawler and API |
| 1605 | [@ExpDev07](https://github.com/ExpDev07)/[**coronavirus-tracker-api**](https://github.com/ExpDev07/coronavirus-tracker-api) | 🦠 A simple and fast (< 200ms) API for tracking the global coronavirus (COVID-19, SARS-CoV-2) outbreak. It's written in python using the 🔥 FastAPI framework. Supports multiple sources! |
| 1367 | [@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 |
| 729 | [@OxCGRT](https://github.com/OxCGRT)/[**covid-policy-tracker**](https://github.com/OxCGRT/covid-policy-tracker) | Systematic dataset of Covid-19 policy, from Oxford University |
| 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 |
Expand Down Expand Up @@ -121,20 +121,20 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers

| 🌟 | Repository | Description |
|:-----------:|:-------------|:-------------|
| 29272 | [@CSSEGISandData](https://github.com/CSSEGISandData)/[**COVID-19**](https://github.com/CSSEGISandData/COVID-19) | Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE |
| 6926 | [@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. |
| 6889 | [@covid19india](https://github.com/covid19india)/[**covid19india-react**](https://github.com/covid19india/covid19india-react) | Tracking the impact of COVID-19 in India |
| 5538 | [@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 |
| 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 |
| 2893 | [@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. |
| 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 |
| 1647 | [@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. |
| 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 |
| 618 | [@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) |
| 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. |
Expand All @@ -155,8 +155,8 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers
| 61 | [@sociepy](https://github.com/sociepy)/[**covid19-vaccination-subnational**](https://github.com/sociepy/covid19-vaccination-subnational) | 🌍💉 Global COVID-19 vaccination data at the regional level. |
| 59 | [@seandavi](https://github.com/seandavi)/[**sars2pack**](https://github.com/seandavi/sars2pack) | An R package with over 50 highly cited, read-to-use, up-to-date COVID-19 pandemic data resources |
| 56 | [@UniversalDataTool](https://github.com/UniversalDataTool)/[**coronavirus-mask-image-dataset**](https://github.com/UniversalDataTool/coronavirus-mask-image-dataset) | Image dataset from Instagram of people wearing medical masks, no mask, or a non-medical (DIY) mask |
| 50 | [@virtadpt](https://github.com/virtadpt)/[**exocortex-agents**](https://github.com/virtadpt/exocortex-agents) | A collection of sample Huginn agents I use to demonstrate how they're put together, and a little of what they can do. |
| 49 | [@coviddata](https://github.com/coviddata)/[**coviddata**](https://github.com/coviddata/coviddata) | Daily COVID-19 statistics by country, region, and city |
| 49 | [@virtadpt](https://github.com/virtadpt)/[**exocortex-agents**](https://github.com/virtadpt/exocortex-agents) | A collection of sample Huginn agents I use to demonstrate how they're put together, and a little of what they can do. |
| 47 | [@jmcastagnetto](https://github.com/jmcastagnetto)/[**covid-19-peru-data**](https://github.com/jmcastagnetto/covid-19-peru-data) | Datos de casos confirmados, negativos, defunciones y recuperados, transcritos de los tweets del MINSA (https://twitter.com/Minsa_Peru), de sus comunicados y de su "Sala Situacional...". |
| 47 | [@alext234](https://github.com/alext234)/[**coronavirus-stats**](https://github.com/alext234/coronavirus-stats) | Automatically scrape data and statistics on Coronavirus to make them easily accessible in CSV format |
| 46 | [@RamiKrispin](https://github.com/RamiKrispin)/[**coronavirus-csv**](https://github.com/RamiKrispin/coronavirus-csv) | CSV format for the coronavirus R package dataset |
Expand Down Expand Up @@ -187,7 +187,7 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers
| 🌟 | 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 |
| 1123 | [@lindawangg](https://github.com/lindawangg)/[**COVID-Net**](https://github.com/lindawangg/COVID-Net) | COVID-Net Open Source Initiative |
| 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. 📈 |
Expand All @@ -214,7 +214,7 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers
|:-----------:|:-------------|:-------------|
| 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 |
| 3 | [@assemzh](https://github.com/assemzh)/[**ProbProg-COVID-19**](https://github.com/assemzh/ProbProg-COVID-19) | Using Pyro for COVID-19 simulation |
| 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
Expand All @@ -240,12 +240,12 @@ COVID-19 (2019 novel Coronavirus) is a current epidemic as of today. Developers

| 🌟 | Repository | Description |
|:-----------:|:-------------|:-------------|
| 2117 | [@WorldHealthOrganization](https://github.com/WorldHealthOrganization)/[**app**](https://github.com/WorldHealthOrganization/app) | COVID-19 App |
| 2118 | [@WorldHealthOrganization](https://github.com/WorldHealthOrganization)/[**app**](https://github.com/WorldHealthOrganization/app) | COVID-19 App |
| 1519 | [@mhdhejazi](https://github.com/mhdhejazi)/[**CoronaTracker**](https://github.com/mhdhejazi/CoronaTracker) | Coronavirus tracker app for iOS & macOS with maps & charts |
| 529 | [@google](https://github.com/google)/[**exposure-notifications-android**](https://github.com/google/exposure-notifications-android) | Exposure Notifications Android Reference Design |
| 484 | [@phildini](https://github.com/phildini)/[**stayinghomeclub**](https://github.com/phildini/stayinghomeclub) | A list of all the companies WFH or events changed because of covid-19 |
| 453 | [@AaronWard](https://github.com/AaronWard)/[**covidify**](https://github.com/AaronWard/covidify) | Covidify - corona virus report and dataset generator for python 📈 [no longer being updated] |
| 360 | [@alfianlosari](https://github.com/alfianlosari)/[**CoronaVirusTrackerSwiftUI**](https://github.com/alfianlosari/CoronaVirusTrackerSwiftUI) | Corona Virus Tracker & Advices iOS App with SwiftUI |
| 361 | [@alfianlosari](https://github.com/alfianlosari)/[**CoronaVirusTrackerSwiftUI**](https://github.com/alfianlosari/CoronaVirusTrackerSwiftUI) | Corona Virus Tracker & Advices iOS App with SwiftUI |
| 319 | [@JohnCoene](https://github.com/JohnCoene)/[**coronavirus**](https://github.com/JohnCoene/coronavirus) | 🦠 Novel Coronavirus (COVID-19) Tracker |
| 255 | [@julianschiavo](https://github.com/julianschiavo)/[**Covidcheck**](https://github.com/julianschiavo/Covidcheck) | Open source iOS app to track COVID-19 cases in a beautiful, easy-to-use interface |
| 254 | [@dsfsi](https://github.com/dsfsi)/[**covid19za**](https://github.com/dsfsi/covid19za) | Coronavirus COVID-19 (2019-nCoV) Data Repository and Dashboard for South Africa |
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