shreesh5 / stock-prediction

SWM-stock-prediction

Semantic Web Mining Group Project: Directional Stock Prediction using Viral Tweets & News

This project focuses on creating various machine learning models to predict whether AAPL and AMZN stocks will rise or fall in a given timeframe based on the data present in viral tweets and news. Built using: Python.",

Dataset setup instructions

• mkdir Data
• Download CHARTS.rar and News.zip from canvas into Data/ folder. Decompress each of them.
• cd code then run python unzip_data.py.
• Run the news_join.ipynb notebook for further processing.

Evaluation Instructions

• Download the processed Input arrays into the data folder from this Link.
• Go through and run notebooks to view results.