A data analysis study to determine what impact financial reports have on the stock price of a company and if they provide long term insight into predicting the future performance of that company.

This project involves looking at historical stock price data from companies listed on the New York Stock Exchange (NYSE) and combining that with financial performance ratios derived from public filings on the Securities Exchange Commission website (SEC). 

Along with this analysis, various machine learning algorithms are used in order to gain additional insights into the relationships between these financial performance ratios and the future performance of that company.