review Juypter Notebook tips and tricks
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make many cells if you are trying out new code -- this helps to ensure the code that takes processing power doesn't get called repeatedly (example: imports, file reads, loops)
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Add # Descriptors to your code often to remind yourself what those lines are doing
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Keep code that expresses a thought together
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When working with Pandas, start with making a master table variable, then make new tables that suit your needs without changing the origin; this allows you to review the details for accuracy and limits the chance for data corruption
Exercise1.ipynb