In my special topics course on Big Data analytics, we recently covered the use of Dplyr. As part of that lecture I created the above image. It is based on the thorough description of creating a similar image for a different period/location found at this site.
The data set contains information from the College Station airport weather station and dates back to 1953.
Is this the thing eating 30GB on your computer last several weeks? Fancy stuff!