DATA-ORIENTED DESIGN The hardware will thank you.
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most of the time you will be analysing data produced by a machine, but when you're not, such as when you're working with assets, good data tools can be invaluable.
Google Refine gives you the tools to determine the information in malformed data. Almost by accident, Google Refine also teaches you how to understand the power of map-reduce, and how to use it to create the filters that generate the data you need.