Basic NLP Analysis of Discord Channels

Tech 🥪: Svelte.js w/ Sozai UI, FastAPI Backend running on an Oracle VM exposed with Ngrok.

This is the repository for the website to analyze messages in a Discord Channel. The project was motivated to first analyze the thousands of messages on the Lynbrook Web Dev Club and Machine Learning Club Discord #general channels.

If you would like to do the same, please go to the website here.

Analysis on Web Dev + ML Club

WordClouds

Certain words that have no meaning or contain no flavor about the server were removed so that the WordClouds can be informative. LWD's most common word is "bruh".

Web Dev Club

LWD club really loves Svelte.js more than React.

Machine Learning Club

Bruh why is college bigger than PyTorch??

Sentiment Analysis Over Time

The figures below track the positive/negative sentiment on average for all the messages in the #general channel of the servers through Hugging Face's sentiment analysis. Note that the dates on the x-axis are not necessarily spaced out evenly.

Web Dev Club

General positive trend, but what was going on from March to April 2022?

Machine Learning Club

Bro, why were we talking so much during September 3rd-4th?