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I haven't personally audited this list, but the "Awesome For Beginners" GitHub repo lists quite a few projects - a lot of major projects will have "good for beginner" issue tags to point out easy to fix bugs that would be great for someone just getting started with professional coding.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.