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Sentiment Analysis Project

A tool to analyze the sentiment of Reddit comments using GPT-4.

Setup

You need to create a virtual env and install the packages listed in requirements.txt. You can then run Jupyter Notebooks in VS Code.

Follow these steps: How to Work with Python Virtual Environments, Jupyter Notebooks and VS Code.

You need to create a .env file with your OPENAI_API_KEY, REDDIT_CLIENT_ID, and REDDIT_CLIENT_SECRET.

For Reddit API credentials, you need to create a personal use script.

Usage

Open Reddit Sentiment Analysis.ipynb.

Features

  • collecting comments from Reddit.
  • analyzing sentiment in the comments.
  • plotting the results.

Based on Mastering OpenAI Python APIs: Unleash the Power of GPT4 by Colt Steele (2023).