When it comes to stock market trading, what does the volume of the stock represent?

Does the volume represent the number of shares bought or sold? What does it mean when the volume is in the red? For a DOW company, what would be considered a large volume for a day? 1 Million, 10 Million, 100 Million. Where can you go to see the trends in the volume of corporations?
 
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