GitHub repository: HollyBok/subreddit-nlp-classification
Primary language: Jupyter Notebook
Created: 2020-02-25T00:41:09Z
Description: The goal of this project is to create a supervised machine learning classification model that can correctly identify which Reddit.com subreddit a particular post title is from. Subreddit posts are gathered from /r/Atlanta, /r/Austin, /r/SanFrancisco, and /r/Denver. I create code that will predict the most likely subreddit given any text input, build a model to predict which subreddit existing posts come from, and explore the types and overall sentiment of posts that are seen in each subreddit using a Sentiment Analyzer. Results, trends, and patterns based off of the predictions from this model are identified and conclusion are drawn.