oxbinarybrain / git_scala_library

Scala is also an open source project. Open source projects have the advantage that their entire development histories -- who made changes, what was changed, code reviews, etc

Scala Project Repository Analysis

I recently conducted an analysis of the Scala project repository, which is a mature programming language with a history spanning over ten years. This analysis focused on identifying top contributors and experts based on pull request data.

With almost 30k commits and a history spanning over ten years, Scala is a mature programming language. It is a general-purpose programming language that has recently become another prominent language for data scientists.

We're going to read in, clean up, and visualize the real world project repository of Scala that spans data from a version control system (Git) as well as a project hosting site (GitHub). We will find out who has had the most influence on its development and who are the experts

Input data

The dataset we will use, which has been previously mined and extracted from GitHub, is comprised of three files:

pulls_2011-2013.csv contains the basic information about the pull requests, and spans from the end of 2011 up to (but not including) 2014.
pulls_2014-2018.csv contains identical information, and spans from 2014 up to 2018.

pull_files.csv contains the files that were modified by each pull request.

Mini-Projects and Contributions

Aside from analyzing the Scala project repository, I've been actively contributing to various open-source projects. You can explore my repositories to see the projects I've worked on and contributions I've made.

Get in Touch

If you have any questions, suggestions, or would like to collaborate on a project, feel free to reach out to me. You can contact me through GitHub or via email at [email protected].

Let's connect and build amazing things together! 🌟