A few months ago I built a web scraper to analyze reddit posts for side project ideas.

I decided to double down on finding insights from reddit, and build an entire platform for exploring insights from reddit data

I use a combination of LLMs for semantic metadata extraction, topic analysis / clustering, semantic analysis, and custom classifiers to derive insights from.

I hope a few of you may find this useful, would appreciate any feedback

~Justin