Reddit have shown the big hedge funds that the "little guys" can also move mountains in the stock market. There has been some talks circling around about GameStop and Hedge Fund Companies wanting to short the company. People on Reddit heard the news and many wanted to save their childhood company and fight back the Hedge Funds. This topic about fighting back and saving GameStop started to rise to the top of the trending section on Reddit, and everyone wanted a piece of the action. The word on the street was to buy up a lot of GameStop stocks and drive the price up to take the Hedge Fund companies out of their short positoin to make them lose millions of dollars, this play by the "little guys" is also known as a short squeeze. Many people and companies, with huge funding behind them, are trying to ride on the next wave by using NLP on Reddit to boost their stock income by looking at the next play that the "little guys" will talk about next, which is what this project will also try to achieve.