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Project description
plotannot
Introduction
plotannot is a a python package to automatically highlight and adjust overlapping ticklabels in matplotlib/seaborn plots.
This package started as the need of ComplexHeatmap (R package) style annotations for Python plots but is also created with great inspiration and appreciation of the statannot package (webermarcolivier/statannot - now maintained at trevismd/statannotations), as well as the adjustText package (Phlya/adjustText).
Features
- Add annotation lines for certain row/column labels
- Shift labels to not overlap
- Add additional highlights such as color, fontsize, etc. to certain row/column labels
Getting started
Install from PyPI:
pip install plotannot
Or directly from github:
pip install git+git://github.com/msbentsen/plotannot
Requirements for package:
- Python >= 3.6
- matplotlib
- numpy
Simple example
#Plot heatmap
ax = sns.heatmap(table, xticklabels=True, yticklabels=False)
#Rotate all labels
plotannot.format_ticklabels(ax, axis="xaxis", rotation=45)
#Annotate labels
to_label = range(20,35)
plotannot.annotate_ticks(ax, axis="xaxis", labels=to_label)
#Color individual labels
plotannot.format_ticklabels(ax, axis="xaxis", labels=[25], color="red")
Additional examples are found in the examples notebook.
Documentation and help
Documentation of the main functions are found at:
Issues and PRs are very welcome - please use the repository issues to raise an issue/contribute.
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