Thanks for reading. I have included a disclaimer in the article. I paste it here as well "Disclaimer (before we move on): There have been attempts to predict stock prices using time series analysis algorithms, though they still cannot be used to place bets in the real market. This is just a tutorial article that does not intend in any way to “direct” people into buying stocks."