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montecarlo

Monte Carlo Simulation

Modules utilized: Flask, Jinja, Plotly Express, NumPy, Pandas, Pytrends, Datetime, yfinance

Next additions:

  • modernize interface

  • create error page for nonexistent company queries

  • create loading page

  • factor in web traffic to "random" variable

  • allow for date specific queries

  • calculate accuracy for predictions (2020-Present)

  • allow for downloadable information (.csv, .xls, SQL)

  • incorporate machine learning model?

  • factor in weather extremes where applicable (seasonal dependent, ex: gas, travel, school related)