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Sometimes, it can be very satisfying to take a data set spread across multiple files, clean them up, condense them into one, and then do some analysis. In data cleaning projects, sometimes it takes hours of research to figure out what each column in the data set means. It may sometimes turn out that the data set you’re analyzing isn’t really suitable for what you’re trying to do, and you’ll need to start over.   S ?   H

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It’s very common when you’re building a data science project to download a data set and then process it. However, as online services generate more and more data, an increasing amount is generated in real-time, and not available in data set form. Some examples of this include data on tweets from Twitter, and stock price data. There aren’t many good sources to acquire this kind of data, but we’ll list a few in case you want to try your hand at a streaming data project.   A

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