Tombarr / open-source-words

Visualization of the most frequent words used in open source projects

Intro

Read about this project on Medium: Open Source Words – Part 2

Open Source Words is a project that:

• Uses Scrapy to collect repository information from GitHub Search results
• Downloads README files from these repositories
• Converts README files (md, rst, and html) to plaintext
• Calculates unique and total word frequencies, filtering stop words and by parts of speech

Ironically, this project contains a README (this document you're reading), though it's unlikely to ever make the Top 2000 projects on GitHub by stars. It never had a change to scrape it's own README.

Results

Total frequencies

Unique frequencies

These word clouds were generated using d3-cloud using the code in wordcloud.js.

The top 10 words by total frequency were:

• React
• File
• C
• New
• API
• License
• Server
• Web
• HTML
• True

And by unique frequency:

• New
• License
• File
• Open
• Want
• Used
• Available
• API
• First
• Simple