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yhat
3.6K Stars 587 Forks BSD 2-Clause "Simplified" License 256 Commits 203 Opened issues

Description

ggplot port for python

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ggplot

What is it?

ggplot
is a Python implementation of the grammar of graphics. It is not intended to be a feature-for-feature port of
ggplot2 for R
--though there is much greatness in
ggplot2
, the Python world could stand to benefit from it. So there will be feature overlap, but not neccessarily mimicry (after all, R is a little weird).

You can do cool things like this:

ggplot(diamonds, aes(x='price', color='clarity')) + \
    geom_density() + \
    scale_color_brewer(type='div', palette=7) + \
    facet_wrap('cut')

Installation

$ pip install -U ggplot
# or 
$ conda install -c conda-forge ggplot
# or
pip install git+https://github.com/yhat/ggplot.git

Examples

Examples are the best way to learn. There is a Jupyter Notebook full of them. There are also notebooks that show how to do particular things with ggplot (i.e. make a scatter plot or make a histogram).

What happened to the old version that didn't work?

It's gone--the windows, the doors, everything. Just kidding, you can find it here, though I'm not sure why you'd want to look at it. The data grouping and manipulation bits were re-written (so they actually worked) with things like facets in mind.

Contributing

Thanks to all of the ggplot contributors! See contributing.md.

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