Definitely to build a usable model, we would have to incorporate financial and economic indicators, exchange rates, even other stocks (for example crypto’s rise fueled a rise in Nvidia’s stock as mining rigs became popular). Sentiment analysis would be conducted using another model which uses Natural-Language processing to analyze financial reports, news, buzzwords, etc. Something I will probably look into is designing a NLP Model and Monte Carlo simulations for trading.