pointpats: Point Pattern Analysis in PySAL

image Documentation Status PyPI version DOI

Statistical analysis of planar point patterns.

This package is part of a refactoring of PySAL.


This pointpats package is intended to support the statistical analysis of planar point patterns.

It currently works on cartesian coordinates. Users with data in geographic coordinates need to project their data prior to using this module.


Online documentation is available here.



Install pointpats by running:

$ pip install pointpats


pointpats development is hosted on github.

As part of the PySAL project, pointpats development follows these guidelines.

Bug reports

To search for or report bugs, please see pointpats’ issues.

BibTeX Citation

  author       = {Sergio Rey and
                  Wei Kang and
                  Hu Shao and
                  Levi John Wolf and
                  Mridul Seth and
                  James Gaboardi and
                  Dani Arribas-Bel},
  title        = {pysal/pointpats: pointpats 2.1.0},
  month        = jul,
  year         = 2019,
  doi          = {10.5281/zenodo.3265637},
  url          = {https://doi.org/10.5281/zenodo.3265637}