.. _Data_Munging:


Data Manipulation
=================

This section provides examples of common tasks performed when preparing data for machine learning. These examples are run on a local cluster.

**Note**: The examples in this section include datasets that are pulled from GitHub and S3. 

.. toctree::
   :maxdepth: 1

   data-munging/uploading-data
   data-munging/importing-data
   data-munging/importing-files
   data-munging/combining-columns
   data-munging/combining-rows
   data-munging/fillnas
   data-munging/groupby
   data-munging/imputing-data
   data-munging/merging-data
   data-munging/pivot
   data-munging/replacing-values
   data-munging/slicing-columns
   data-munging/slicing-rows
   data-munging/sortcolumn
   data-munging/splitting-datasets
   data-munging/target-encoding