Gist 575a4d1a506d4f39d35f
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SSav10
Last edited Oct 7, 2021
Created on Mar 31, 2015
This example presents a collection of Python code snippets for data manipulation with the pandas library, focusing on common DataFrame operations. It demonstrates techniques for filtering rows based on column values, handling missing data, renaming columns, and performing data type conversions. The snippets also cover more advanced operations like pivot tables, merging delimited values, and using `pd.melt` for reshaping data. The code includes functions like `df.column_name.unique()`, `pd.pivot_table`, and `df.assign` to illustrate practical workflows for cleaning and transforming tabular data.
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