page_type	languages	description
sample	python usql	Sample code to retrieve COVID-19 data from Microsoft Academic Graph resources

Official Microsoft Sample

The code samples provided here provide WHO / PubMed ID -> MAG ID mapping data as well as code examples showing how to perform COVID-19 related analysis against the MAG Dataset and Project Academic Knowledge API or MAKES API.

Contents

File/folder	Description
src	Sample source code.
src\data	Data files used to link MAG and external data.
src\MAG-Samples	Sample source code that can be run against the MAG dataset.
src\MAKES-Samples	Sample source code that can be run agains the MAKES API.
src\PAK-Samples	Sample source code that can be run agains the Project Academic Knowledge (PAK) API.
.gitignore	Define what to ignore at commit time.
CHANGELOG.md	List of changes to the sample.
CONTRIBUTING.md	Guidelines for contributing to the sample.
README.md	This README file.
LICENSE	The license for the sample.

Prerequisites

Depending on the samples you are using, you will either need a subscription to the MAG dataset or the Project Academic Knowledge API or MAKES API.

Key concepts

MAG - The Microsoft Academic Graph

Project Academic Knowledge API - Knowledge API (throttled)

MAKES API - Knowledge API (self-hosted on Azure)

Official data sets linked to MAG

• World Health Organization: Global research on coronavirus disease (COVID-19)
• COVID-19 Open Research Dataset (CORD-19)

MAG samples

• Network Similarity package
• COVID-19 impact on Computer Science and related conferences - (Blog post)
• In Search For A Cure: Recommendation with Knowledge Graph on CORD-19 - KDD 2020 Hands-on Tutorial (Website)

MAKES / Project Academic Knowledge (PAK) API samples

• Tool for mapping reference strings to MAG paper IDs

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.