Chapter 3 Introduction to time series
At a very basic level, a time series is a set of observations taken sequentially in time. It is different than non-temporal data because each data point has an order and is, typically, related to the data points before and after by some process.
A script with all the R code in the chapter can be downloaded here. The Rmd for this chapter can be downloaded here.