matt-atadata / pandas-factorplots-for-dataframes-and-series

Matplotlib, Pandas factorplot functions

Pandas-Factorplots-for-Dataframes-and-Series

Functions to create factorplots in matplotlib for Pandas dataframes and series of real numbers.

A factor plot is simply the same plot generated for different response and factor variables and arranged on a single page. The underlying plot generated can be any univariate or bivariate plot. This application groups by rows from the dataframe and displays a bar plot of values/percentages per column.

Parameters to be set include:

• Colormap
• Filename
• Filetype
• Percentage axis-scale boolean

See below examples using three rows and four categories...

column_fun(df, d1)

column_fun(ser, d2)

row_fun(ser, d3)