In ths notebook we try to implement stock amrket analysis and short ter prediction.
Moving averages method Implementation based on the Mark Minervini Trend Template. Author had found that these conditions indicates that the stock is ready to potentially be bought and go on a massive run. It could be a good start point for trading.
Program evaluates and compares 52 week Low and High prices as well.
As a baseline, we scraped and checked 95 tickers from Yahoo Finance. And got a recommendation to look deeper in theese tickers.
We selected one ticker from a given list and tried to go deeper.
In the notebook you will find great variety of different charts to know more about historical stock price and company's finaces.
We used LSTM Bidirectional model to predict future prices. Predicted period - 14 days.