How to upload multiple files and subfolders to sharepoint 2013 document library

When I drag and drop files from my local machine to SharePoint 2013 and those files have subfolders, SharePoint 2013 chokes and says I can't upload folders...

How can a user upload files with a folder structure to a document library in sharepoint?

Thanks