Abstract: 

Pandas can be tricky, and there is a lot of bad advice floating around.

This talk will cut through some of the biggest issues I've seen with Pandas code after working with the library for a while and writing three books on it.

Description
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Do you struggle writing Pandas code?
Do you spend too much time trying to understand code that you have previously written?
Would you like to write pandas code that your colleagues can easily understand and use?
Would you like to write pandas code that you can easily use in production?

This talk will give some best practices that will enable you to write better Pandas code.

We will discuss:
* Proper types
* Chaining
* Aggregation
* Debugging
and more

Bio: 

Matt Harrison has been using Python since 2000. He runs MetaSnake, a Python and Data Science consultancy and corporate training shop. In the past, he has worked across the domains of search, build management and testing, business intelligence, and
storage.

He has presented and taught tutorials at conferences such as Strata, SciPy, SCALE, PyCON, and OSCON as well as local user conferences.