PySAL

Open-source Python spatial statistics library for spatial autocorrelation, spatial regression and regional data analysis.

Details

PySAL is a family of open-source Python spatial analysis libraries supporting spatial weights, spatial autocorrelation, LISA, spatial regression, regionalisation and statistical analysis of geospatial data. It suits geography, urban studies, spatial ecology and socio-economic spatial data research.

Use cases: spatial statistics, spatial autocorrelation, LISA, spatial regression, Python GIS

Note: spatial statistics require an understanding of spatial weights, spatial dependence and model assumptions.