Use Investor Sentiment to Predict Future Price Movement in the US Stock Market Based on Financial Social Media Platform

Project Video: https://drive.google.com/file/d/1vint2w9IfcJX7rBJnth7o4uEzgPAk_6O/view?usp=sharing

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Code:

1. 36000_YulunHan.ipynb: this notebook includes the model of community detection and stock price prediction.
2. scraper_stocktwits_36000.ipynb: using the notebook to collect users' infos and posts from StockTwits.com.
3. sentiment_analysis_36000.ipynb: the notebook is used for processing sentiment analysis for users' posts, and calculating each post's polarity as sentiment score.

Final Report:

1. Use Investor Sentiment to Predict Future Price Movement in the US Stock Market Based On Financial Cocial Media Platform_Yulun Han.pdf

Slides

1. Slide_36000_YulunHan.pptx