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Commits on Mar 13, 2017

• Add new pandas notebooks

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  donnemartin

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Commits on Apr 1, 2016

• Reset pandas cells to start at 1 instead of 13

  donnemartin

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Commits on Mar 5, 2016

• fixed ambiguous output for dataframe slicing of rows from specific column; replaced order() and sort_index(by=) deprecated functions with sort_values

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Commits on Nov 1, 2015

• Fixed notebook author and license info no longer rendering properly on nbviewer.

  donnemartin

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Commits on Jun 19, 2015

• Added author and GitHub repo link to notebooks.

  donnemartin

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Commits on Jun 14, 2015

• Added reference to Python for Data Analysis.

  donnemartin

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Commits on Jun 13, 2015

• Combined pandas notebooks until pandas I/O and pandas cleaning are further developed.

  donnemartin

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Commits on May 17, 2015

• Updated notebook to v3.

  donnemartin

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• Updated notebook to v3.

  donnemartin

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• Updated notebook to v3.

  donnemartin

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Commits on Apr 10, 2015

• Cleaned up notebook.

  donnemartin

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• Cleaned up notebook.

  donnemartin

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Commits on Feb 28, 2015

• Removed incomplete snippet for pandas idxmax causing an exception.

  donnemartin

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Commits on Feb 15, 2015

• Added code to read CSV data to Pandas, describe, list head, then write the CSV to another file

  donnemartin

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Commits on Feb 14, 2015

• Added snippet to drop a column in a DataFrame. Renamed pop to population to avoid clashing with the DataFrame pop function.

  donnemartin

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Commits on Feb 13, 2015

• Fixed bug in replace snippet where a copy of a DataFrame was being created instead of doing the replace in place.

  donnemartin

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• Added snippet to concatenate two DataFrames.

  donnemartin

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• Added snippet to check for matching values in a specific column for replacement.

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Commits on Feb 11, 2015

• Added comments to the two different flavors of string replacement snippets to better explain the operation.

  donnemartin

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Commits on Feb 10, 2015

• Added IPython Notebook for cleaning data with Pandas. Added snippets for replacing strings.

  donnemartin

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Commits on Feb 8, 2015

• Added snippets for Summarizing and Computing Descriptive Statistics.

  donnemartin

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Commits on Feb 6, 2015

• Added snippets for Axis Indexes with Duplicate Values.

  donnemartin

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Commits on Feb 1, 2015

• Added DataFrame ranking snippets.

  donnemartin

  committed
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• Added Series ranking snippets. Tweaked some of the comments positions relative to the code. Minor tweaks to some snippets.

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Commits on Jan 31, 2015

• Added snippets for sorting Series and DataFrames. Added index to notebook.

  donnemartin

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• Added function application and mapping snippets for Series and DataFrames.

  donnemartin

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• Added snippets for operations between DataFrames and Series.

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• Standardized on df as the DataFrame variable for code snippets.

  donnemartin

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• Seeded random for more predictability between iterations. Added snippets for setting a fill value for indices that do not overlap for arithmetic operations.

  donnemartin

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• Added snippets for basic Arithmetic and Data Alignment for DataFrames.

  donnemartin

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• Added snippets for basic Arithmetic and Data Alignment for Series.

  donnemartin

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• Added snippets for indexing, selecting, and filtering on a DataFrame.

  donnemartin

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• Added snippets for indexing, selecting, and filtering on a series.

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Commits on Jan 29, 2015

• Added

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  donnemartin

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• Added note about pandas index objects being immutable and holding certain metadata.

  donnemartin

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