Can we predict the number of upvotes a reddit post in the r/worldnews subreddit will have, given limited additional data for a post?
- Data_Exploration.ipynb: Exploratory data analysis. Determining which columns might be informative and what problem to attempt to solve.
- Word_Embeddings_in_Title.ipynb: Feature engineering for titles using vector embeddings for each word.
- Create_feature_set.ipynb: Combine all features to create a clean data set on which to train and test models.
- Predict_upvotes.ipynb: Develop and test models to predict the number of upvotes for a post given other features.