Need help with seaborn?
Click the “chat” button below for chat support from the developer who created it, or find similar developers for support.

About the developer

mwaskom
7.8K Stars 1.3K Forks BSD 3-Clause "New" or "Revised" License 2.7K Commits 89 Opened issues

Description

Statistical data visualization using matplotlib

Services available

!
?

Need anything else?

Contributors list

No Data



seaborn: statistical data visualization

PyPI Version License DOI Build Status Code Coverage

Seaborn is a Python visualization library based on matplotlib. It provides a high-level interface for drawing attractive statistical graphics.

Documentation

Online documentation is available at seaborn.pydata.org.

The docs include a tutorial, example gallery, API reference, and other useful information.

To build the documentation locally, please refer to

doc/README.md
.

Dependencies

Seaborn supports Python 3.6+ and no longer supports Python 2.

Installation requires numpy, scipy, pandas, and matplotlib. Some functions will optionally use statsmodels if it is installed.

Installation

The latest stable release (and older versions) can be installed from PyPI:

pip install seaborn

You may instead want to use the development version from Github:

pip install git+https://github.com/mwaskom/seaborn.git#egg=seaborn

Testing

Testing seaborn requires installing additional packages listed in

ci/utils.txt
.

To test the code, run

make test
in the source directory. This will exercise both the unit tests and docstring examples (using pytest) and generate a coverate report.

The doctests require a network connection (unless all example datasets are cached), but the unit tests can be run offline with

make unittests
.

Code style is enforced with

flake8
using the settings in the
setup.cfg
file. Run
make lint
to check.

Development

Seaborn development takes place on Github: https://github.com/mwaskom/seaborn

Please submit bugs that you encounter to the issue tracker with a reproducible example demonstrating the problem. Questions about usage are more at home on StackOverflow, where there is a seaborn tag.

We use cookies. If you continue to browse the site, you agree to the use of cookies. For more information on our use of cookies please see our Privacy Policy.