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To publish a web service from Visual Studio, do the following.
You may need to install the Azure SDK for .NET. You can find the download link on the Microsoft website:
Select the web service.
Right click and publish:
Select Microsoft Azure App Service and New:
Confirm the details and click Create:
A webpage will be created with the instructions:
And you can access the web service by adding to the URL: