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Gotchas of Pandas

Description

Pandas is one of the first libraries someone deals with while learning data science with python. While being one of the best libraries for data analysis and data cleaning, pandas is full of bugs and gotchas. This talk will look inside those gotchas with detailed explanations and will provide the solutions for some of them. this talk will cover the common and rare pandas gotchas like:

  • NaN problems Errors due to Numpy and core python libraries
  • Reindexing gotchas
  • Boolean Gotchas

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