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Q: What Frameworks have the highest GitHub Scores?

Data

Frameworks GitHub Score Stack Overflow Score Overall Score
ASP.NET NA 100 100
Ruby on Rails 95 98 96
AngularJS 100 93 96
ASP.NET MVC NA 93 93
Django 89 92 90
Laravel 91 81 86
Meteor 95 76 85
Spring 80 89 84
Express 92 77 84
CodeIgniter 85 84 84

Notes: From hotframeworks.com 8/24/15 top 10 results Github score: Based on the number of stars the git repository for a framework has on GitHub. (frameworks not on GitHub have a NA) Stack Overflow score: Based on the number of questions on Stack Overflow that are tagged with the name of the framework. Scores normalized 0-100

Visualization - GitHub scores

ASP.NET and ASP.NET MVC scores set to 0 because not on GitHub.

Recommendation

Based on GitHub popularity (stars) I would recommend using AngularJS, because it has the highest star score on GiHub. However, GitHub stars actually measures the number of times users of GitHub starred a repository, not actually how many times it was forked or used. Stars are a method for a GitHub user to bookmark a repository and show appreciation to the maintainer. But it is considered by GitHub to be a "measure of popularity".

While you asked for a recommendation based on popularity, I would not use that measure as the sole criterion for choosing a framework. Questions asked on the method page should also be considered when choosing a framework.