Stock-Trading-Bot

IT302 Project We Implement a real time trading bot which buys and sells according to the sentiments of the market. The bot is trained on GOOG 2010-17 stock data, tested on 2019 with a profit of $1141.45 (validated on 2018 with profit of $863.41):

Inspiration: https://towardsdatascience.com/https-towardsdatascience-com-algorithmic-trading-using-sentiment-analysis-on-news-articles-83db77966704

Execute run.txt for Techincal Analysis and StockSentimentTrading for Sentimental Analysis.

Results:

The first screenshot shows the final output visualised to get the profit of $1141.45

The second screenshot shows the trade using only sentimental analysis and the third screenshot shows both technial and sentimental analysis where we use Deep Q learning.