Metadata-Version: 2.1
Name: spatial_autocorrelation
Version: 0.0.1a0
Summary: Topological spatial autocorrelation analysis
Home-page: https://github.com/yatshunlee/spatial_autocorrelation
Author: Lee Yat Shun, Jasper
Author-email: yatshunlee@gmail.com
License: MIT
Download-URL: https://github.com/yatshunlee/spatial_autocorrelation/archive/refs/tags/v0.0.1-alpha.tar.gz
Project-URL: Bug Tracker, https://github.com/yatshunlee/spatial_autocorrelation/issues
Description: # spatial_autocorrelation
        Performing Moran's I to conduct correlation analysis on topological relationship.
        
        In statistics, Moran's I is a measure of spatial autocorrelation developed by Patrick Alfred Pierce Moran. Spatial autocorrelation is characterized by a correlation in a signal among nearby locations in space. Spatial autocorrelation is more complex than one-dimensional autocorrelation because spatial correlation is multi-dimensional (i.e. 2 or 3 dimensions of space) and multi-directional.[1]
        
        From the example.py, you can see how the values of blocks are correlated with the values of neighbours spatially
        ![image](https://user-images.githubusercontent.com/69416199/143538881-3c6db158-74ba-4f41-a32c-428d06193475.png)
        
        
        Reference(s):
        [1] https://en.wikipedia.org/wiki/Moran%27s_I
        [2] https://www.statology.org/morans-i/
        [3] https://pro.arcgis.com/en/pro-app/latest/tool-reference/spatial-statistics/h-how-spatial-autocorrelation-moran-s-i-spatial-st.htm
        
Keywords: pypi,spatial_autocorrelation,Moran's I,LISA,geometrical,topological,spatial autocorrelation,spatial correlation,correlation,spatial weighted matrix
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Documentation
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Description-Content-Type: text/markdown
