Inspiration
Zecheng is interested in the stock market and Reddit has several news sources
What it does
Predicts tomorrow's stock prices from today's Reddit posts using sentiment analysis
How we built it
Pandas, Reddit API, paddlepaddle, Python, Numpy, Microsoft Cognitive Services
Challenges we ran into
Getting the data into the right format, sentiment analysis
Accomplishments that we're proud of
Data cleaning methods
What we learned
Cleaning the data and formatting it for ML is very time consuming
What's next for Stockit
Grab more posts from more sources for a wider ranch of companies, use a wider range of stock data and train the model and tune the hyperparameters
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