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ggplot alternatives and similar packages
Based on the "Data Visualization" category
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Do you think we are missing an alternative of ggplot or a related project?
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')
$ pip install -U ggplot # or $ conda install -c conda-forge ggplot # or pip install git+https://github.com/yhat/ggplot.git
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](./docs/how-to/Making%20a%20Scatter%20Plot.ipynb) or [make a histogram](./docs/how-to/Making%20a%20Scatter%20Plot.ipynb)).
- [various examples](./examples.md)
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.
Thanks to all of the ggplot [contributors](./contributors.md#contributors)! See [contributing.md](./contributing.md).