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values,\nadding/renaming/removing columns of data,\nfiltering rows and others.\nMore formally, these steps along with their relationships\nand dependencies are commonly referred to as a Directed Acyclic Graph (DAG).\n\nThe `pandas` API has been invaluable for the Python data science ecosystem,\nand implements method chaining of a subset of methods as part of the API.\nFor example, resetting indexes (``.reset_index()``),\ndropping null values (``.dropna()``), and more,\nare accomplished via the appropriate ``pd.DataFrame`` method calls.\n\nInspired by the ease-of-use\nand expressiveness of the ``dplyr`` package\nof the R statistical language ecosystem,\nwe have evolved ``pyjanitor`` into a language\nfor expressing the data processing DAG for ``pandas`` users.\n\n\n\nFunctionality\n-------------\n\nCurrent functionality includes:\n\n- Cleaning columns name (multi-indexes are possible!)\n- Removing empty rows and columns\n- Identifying duplicate entries\n- Encoding columns as 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