Arima R Timeseries example
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
images
Forcasts.xlsx
README.md
arima_ts_bsm10.R
champagne-sales.xlsx

README.md

Time Series R Arima example. Vizualize with Excel - Tableau.

This repository contains a simple time forecast series example.

Overview

The example will load champagne sales data from a excel spread sheet, build various time series data sets, forecast and analysis plots in R. Finally, We'll show you how to replicate some plots in Tableau public.

Highlights

  • Loading Data from Excel into R.
  • Convert Data into a TimeSeries.
  • Transform Data to Stationary.
  • Plot decompose, Plot ACF | PACF.
  • Test with Ljung-Box.
  • Build Arima with Auto Arima verify from Previous Plots.
  • Build Forecast Model wtih Auto Arima Results and Plot.
  • Export core data and forecast for further analysis to Excel.
  • See what you can Visualize in another tool i.e. Tableau Public.

screenshot

Updates

Link to Tableau Public : Example Visual

Please see my Tableau example: https://public.tableau.com/views/ForecastArimaTS_020/Dashboard1

Have Fun

Please email me at : support@blueskymetrics.com if you have a question or need help with your data platform.