https://github.com/jake-westfall/jwpy

Contains miscellaneous Python code useful to Jake Westfall (and maybe others).
https://github.com/jake-westfall/jwpy

Last synced: 23 days ago
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Contains miscellaneous Python code useful to Jake Westfall (and maybe others).

• Host: GitHub
• URL: https://github.com/jake-westfall/jwpy
• Owner: jake-westfall
• License: mit
• Created: 2017-10-08T02:30:45.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2018-02-16T19:40:29.000Z (almost 7 years ago)
• Last Synced: 2024-10-16T02:13:49.913Z (2 months ago)
• Language: SAS
• Size: 71.3 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 15
• Metadata Files:
  • Readme: README.rst
  • Changelog: HISTORY.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE

Awesome Lists containing this project

README

        
====

jwpy

====

.. image:: https://img.shields.io/pypi/v/jwpy.svg

        :target: https://pypi.python.org/pypi/jwpy

.. image:: https://img.shields.io/travis/jake-westfall/jwpy.svg

        :target: https://travis-ci.org/jake-westfall/jwpy

.. image:: https://readthedocs.org/projects/jwpy/badge/?version=latest

        :target: https://jwpy.readthedocs.io/en/latest/?badge=latest

        :alt: Documentation Status

.. image:: https://pyup.io/repos/github/jake-westfall/jwpy/shield.svg

     :target: https://pyup.io/repos/github/jake-westfall/jwpy/

     :alt: Updates

Contains miscellaneous Python code useful to Jake Westfall (and maybe others).

* Free software: MIT license

* Documentation: https://jwpy.readthedocs.io.

Functions

--------

* ``explore_funcs`` module

  * ``summarize_df()``: Quick summary of most important DataFrame info

  * ``aov_xtab()``: Exploratory function for examining crossing of two many-leveled factors

* ``sas_fwf`` module

  * ``read_hcup()``: Reads in fixed-width text data files that are in the format used by HCUP

  * ``read_mhos()``: Reads in fixed-width text data files that are in the format used by MHOS

  * ``stack_chunks()``: Concatenate DataFrames without upcasting categoricals to objects

* ``betabinom`` module

  * ``betabinom``: Class implementing likelihood function for beta-binomial model; can be plugged into ``statsmodels``

* ``misc`` module

  * ``Timer``: Class for printing the execution time of expressions (use with ``with`` statement)

  * ``header``: Constant (string) useful for filling in top of new Python scripts

  * ``align_cols()``: Wrapper for pandas.DataFrame.align(..., axis=1) that prepares column dtypes for stacking

  * ``hcup_datadict()``: For quickly, easily building data dictionaries for HCUP datasets

Installation

------------

``pip install git+https://github.com/jake-westfall/jwpy.git``

Credits

---------

This package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.

.. _Cookiecutter: https://github.com/audreyr/cookiecutter

.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage