RedMonk Ranks Programming Languages Using GitHub and StackOverflow
Programming language rankings get regular headlines, and they should, at least from trend trackers like us. Among my favorite is the RedMonk quarterly, published this week. I like the methodology of their system, which extracts data from GitHub and Stack Overflow and combines them for “a ranking that attempts to reflect both code (GitHub) and discussion (Stack Overflow) traction.”
In other words, it correlates what the cool kids are talking about with actual language usage “in an effort to extract insights into potential future adoption trends.” It’s a mix that makes it meaningful.
The latest ranking was posted by veteran industry analyst Stephen O’Grady on his RedMonk blog. “GitHub and Stack Overflow are used here, first, because of their size, and second, because of their public exposure of the data necessary for the analysis,” he wrote.
There’s quite a lot of change afoot in the programming world, the analysts found, but constant has been the rise of Python, which has maintained its top ranking ahead of Java. “Java was extremely hot on Python’s heels – and was in fact closer to the number one ranking than to PHP behind it – but Python’s ability to defend its new high ranking is notable,” O’Grady wrote.
Half of the Top 20 languages experienced “a degree of movement,” O’Grady added, “which is very unusual. It’s difficult to attribute this definitively to any higher level macro trends, but the data is consistent with an industry that picked the pace back up in the last two quarters of the year after the initial chaos of lockdowns and so on gave way to livable if extremely suboptimal new routines.”
The RedMonk report surrounds a cool plotting of the language rankings with a detailed analysis of key trends over the past quarter. As far as I’m concerned, it’s a must-read.