Annotating Charts in R
Let the data speak for itself they say. That doesn’t work a lot of the time, and when that happens, you need to explain.
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A frequent challenge of visualization is behind the scenes, to get the data and to mold it into the format you need. Do that. Then map.
Grabbing Weather Underground Data with BeautifulSoup
Weather Underground is a useful site and a fun place …