We will use time-series data like the following to create a Holt-Winters exponential smoothing model, and output the following parameters:
- Alpha: Smoothing Factor
- Beta: Trend Factor
- Gamma: Seasonal Smoothing Factor
You can learn more about Holt-Winters forecasting and it's usefulness to seasonal profiles here:
https://stat.ethz.ch/R-manual/R-devel/library/stats/html/HoltWinters.html