ericdohu1810 / timeseries_forecasting_app

Timeseries interactive forecasting app using Prophet

Time Series Prophet Forecaster

This Shiny App demonstrates the use of the Prophet package developed by Facebook to interactively generate forecasts for time series.

Author: Eric Do

About

Facebook's Prophet package is an R (and Python) package for automatic time series modeling. The package, given a time series, can help to build models that detect changepoints in trends and seasonalities.

Read more about Prophet here: https://github.com/facebook/prophet

This Shiny App is a light-weight app to show the use of Prophet interactively to forecast a time series.

Technical:

Packages used:

• prophet

• shiny

• shinycssloaders

• shinydashboard

• shinythemes

• ggplot2

• plotly

• zoo

• dplyr

Screen shots:

App on start up showing a raw time series:

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