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At the end of 2013 I created a data visualization that shows the respective returns of every stock in the S&P 500. I first wrote a html scraper that collected all the data from Yahoo Finance, it grabbed and parsed all 500 quotes in 22 seconds.
I also used the PeasyCam library to record and capture the output below: