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Thinking like a Panda: Everything you need to know to use pandas the right way.

Using the pandas python library requires a shift in thinking that is not always intuitive to those who use it. This talk will take a deep dive into the underlying data structure of pandas to explain why it performs the way it does under certain circumstances. It will explain why a MultiIndex DataFrame takes up less memory than it’s simple counter part, why groupby should never be run on a non-MultiIndexed DataFrame, why the example documentation for the pandas apply function is an example …

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