├── README.md └── notebooks ├── 03-NumPy Intro.ipynb ├── 04-Array Operations.ipynb ├── 05-06-Array-Indexing.ipynb ├── 08-Array-Functions.ipynb ├── 09-Array-Transpose.ipynb ├── 10-Simple-Stats.ipynb ├── 12-13-Pandas Intro.ipynb ├── 13-Dataframes.ipynb ├── 17-Selecting-Elements.ipynb ├── 18-Missing-Values.ipynb ├── 19-Sorting.ipynb ├── 20-Hierarchical Indexing.ipynb ├── 21-Loading CSV.ipynb ├── 22-Saving CSV.ipynb ├── 23-JSON.ipynb ├── 24-READ-WRITE JSON File.ipynb ├── 25-Concatenate-DataFrames.ipynb ├── 26-27-Merge-DataFrames.ipynb ├── 28-Reshaping-DataFrames.ipynb ├── 29-Pivoting.ipynb ├── 30-Duplicate-Values.ipynb ├── 31-Mapping.ipynb ├── 32-GroupBy-DataFrame.ipynb ├── 34-Aggregation.ipynb ├── 35-Binning.ipynb ├── 36-DF-Reindexing.ipynb ├── 37-DF-Rename-Index.ipynb ├── 38-Replace-Values.ipynb ├── 39-DF-Dimensions.ipynb ├── 40-Counting and Unique Values.ipynb ├── 41-Permutation.ipynb ├── 42-Excel Spreadsheets.ipynb ├── 43-Select Rows That Have a Specific Value.ipynb ├── 44-Ranking Rows.ipynb ├── 45-Crosstab.ipynb ├── 46-Find Max or Min Value in a Dataframe Column.ipynb ├── 47-48-Simple Plots with Pandas.ipynb └── HTML-with-Python.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nsadawi/Python-Data-Processing/HEAD/README.md -------------------------------------------------------------------------------- /notebooks/03-NumPy Intro.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nsadawi/Python-Data-Processing/HEAD/notebooks/03-NumPy Intro.ipynb -------------------------------------------------------------------------------- /notebooks/04-Array Operations.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nsadawi/Python-Data-Processing/HEAD/notebooks/04-Array Operations.ipynb 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