The data that we used in the previous Time for action tutorials is end-of-day data. In essence, it is summarized data compiled from trade data for a certain day. If you are interested in the cotton market and have decades of data, you might want to summarize and compress the data even further. Let's do that. Let's summarize the data of Apple stocks to give us weekly summaries.