Sentiment-Based Stock Price Predictor

• Built and trained a Multilayer Perceptron (MLP) model based on sentiment of 10,000 Reddit posts from 2018-22.


• Predicted next-day stock price movement of mentioned tech stocks from the posts to the nearest percentage.


• Recorded accuracies of ~70% across the 4 sentiment analyzers and classifiers used in MLP model.