One year Forecast Time Series Models.

1. user inputs a frame work
2. user gets needs to choose method of evaluation
   • ARIMA
     • Make time series data stationary
     • Plot the Correlation and AutoCorrelation Charts
     • Construct ARIMA model based on data(user can choose p,I,q. we will give them best option(if there is time))
     • Use the model to make predictions(1 year)
     • plot predictions
   • auto ARIMA
     • automate best params
     • Construct ARIMA model based on data
     • Use the model to make predictions(1 year)
     • plot predictions
   • FbProphet
     • Construct model
     • Use the model to make predictions(1 year)
     • plot predictions
     • plot_components() , shows trend and seasonality

Link to App

Link to Github Repository

Link to Blog post