How to Build a Social Media Sentiment Analysis Pipeline

Social media like Reddit, Hacker News, Twitter, etc. contain tons of genuine discussions that you might want to analyze automatically with sentiment analysis. For example you might want to monitor what people say about you, your product, your competitors, etc.

This is an article I just wrote that shows how to implement such a sentiment analysis pipeline using the following steps:

- Implement social media listening

- Integrate the data in your system with an API webhook processed in Python/FastAPI

- Analyze the sentiment thanks to generative AI models like GPT-4, LLaMA 3, ChatDolphin, etc.

I hope you will find it useful. If you have some comments about how to improve this pipeline I would love to hear them!