.. _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/merging-data data-munging/groupby data-munging/combining-rows data-munging/combining-columns data-munging/slicing-rows data-munging/slicing-columns data-munging/replacing-values data-munging/splitting-datasets data-munging/imputing-data