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prettyplotlib

Python matplotlib-enhancer library which painlessly creates beautiful default matplotlib plots. Inspired by Edward Tufte's work on information design and Cynthia Brewer's work on color perception.

I truly believe that scientific progress is impeded when improper data visualizations are used. I spent a lot of time tweaking my figures to make them more understandable, and realized the scientific world could be a better place if the default parameters for plotting libraries followed recent advances in information design research. And thus prettyplotlib was born.

Requirements:

  • matplotlib. Can be installed via pip install matplotlib or easy_install matplotlib
  • brewer2mpl. Can be installed via pip install brewer2mpl or easy_install brewer2mpl

Comparison to matplotlib

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/plot_matplotlib_default.png

width:45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/plot_prettyplotlib_default.png

target:https://github.com/olgabot/prettyplotlib/wiki/exampleswith-code#plot-lines-eg-time-series-with-a-legend" :width: 45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/scatter_matplotlib_default.png

width:45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/scatter_prettyplotlib_default.png

target:https://github.com/olgabot/prettyplotlib/wiki/exampleswith-code#scatter-points :width: 45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/bar_matplotlib_default.png

width:45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/bar_prettyplotlib_default.png

target:https://github.com/olgabot/prettyplotlib/wiki/exampleswith-code#bar :width: 45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/hist_matplotlib_default.png

width:45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/hist_prettyplotlib_default.png

target:https://github.com/olgabot/prettyplotlib/wiki/exampleswith-code#hist :width: 45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/hist_matplotlib_grid.png

width:45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/hist_prettyplotlib_grid.png

target:https://github.com/olgabot/prettyplotlib/wiki/exampleswith-code#back-to-matplotlib-style-scatterplots :width: 45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/boxplot_matplotlib_default.png

width:45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/boxplot_prettyplotlib_default.png

target:https://github.com/olgabot/prettyplotlib/wiki/exampleswith-code#boxplot :width: 45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/pcolormesh_matplotlib_default.png

width:45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/pcolormesh_prettyplotlib_default.png

target:https://github.com/olgabot/prettyplotlib/wiki/exampleswith-code#pcolormesh-heatmaps :width: 45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/pcolormesh_matplotlib_positive_default.png

width:45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/pcolormesh_prettyplotlib_positive.png

target:https://github.com/olgabot/prettyplotlib/wiki/exampleswith-code#pcolormesh-positive-only-data :width: 45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/pcolormesh_matplotlib_negative_labels.png

width:45%

https://raw.github.com/olgabot/prettyplotlib/master/ipython_notebooks/pcolormesh_prettyplotlib_negative_labels.png

target:https://github.com/olgabot/prettyplotlib/wiki/exampleswith-code#pcolormesh-positive-only-data :width: 45%

Quotes

"Dis ain't no **ugly*plotlib"* - Anonymous

target:https://travis-ci.org/olgabot/prettyplotlib