jwpy

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.