topic Average Nearest Neighbor in Spatial Statistics Questions https://community.esri.com/t5/spatial-statistics-questions/average-nearest-neighbor/m-p/561835#M1800 <HTML><HEAD></HEAD><BODY><P>Working virtually with students ... curious&nbsp;if anyone has suggestions for determining <STRONG>average nearest neighbor</STRONG> other than using ArcGIS (many students&nbsp;are Mac users and or older stations) as they dont have access to the labs</P></BODY></HTML> Thu, 26 Mar 2020 22:24:13 GMT warrenroberts1 2020-03-26T22:24:13Z Average Nearest Neighbor https://community.esri.com/t5/spatial-statistics-questions/average-nearest-neighbor/m-p/561835#M1800 <HTML><HEAD></HEAD><BODY><P>Working virtually with students ... curious&nbsp;if anyone has suggestions for determining <STRONG>average nearest neighbor</STRONG> other than using ArcGIS (many students&nbsp;are Mac users and or older stations) as they dont have access to the labs</P></BODY></HTML> Thu, 26 Mar 2020 22:24:13 GMT https://community.esri.com/t5/spatial-statistics-questions/average-nearest-neighbor/m-p/561835#M1800 warrenroberts1 2020-03-26T22:24:13Z Re: Average Nearest Neighbor https://community.esri.com/t5/spatial-statistics-questions/average-nearest-neighbor/m-p/561836#M1801 <HTML><HEAD></HEAD><BODY><P>go old school... nothing like a spreadsheet.</P><P>there are tons of examples on the web,&nbsp;</P><P><A class="link-titled" href="http://web.csulb.edu/depts/geography/labs/nearestneighbor.html" title="http://web.csulb.edu/depts/geography/labs/nearestneighbor.html">Nearest-Neighbor Analysis Lab: CSULB Geography</A>&nbsp;</P><P></P><P>a little python ?</P><P><A class="link-titled" href="https://machinelearningmastery.com/tutorial-to-implement-k-nearest-neighbors-in-python-from-scratch/" title="https://machinelearningmastery.com/tutorial-to-implement-k-nearest-neighbors-in-python-from-scratch/">https://machinelearningmastery.com/tutorial-to-implement-k-nearest-neighbors-in-python-from-scratch/</A>&nbsp;</P><P></P><P>numpy, scipy, scikit learn?</P><P><A class="link-titled" href="https://scikit-learn.org/stable/modules/neighbors.html" title="https://scikit-learn.org/stable/modules/neighbors.html">1.6. Nearest Neighbors — scikit-learn 0.22.2 documentation</A>&nbsp;</P><P><A class="link-titled" href="https://stackoverflow.com/questions/45742199/find-nearest-neighbors-of-a-numpy-array-in-list-of-numpy-arrays-using-euclidian" title="https://stackoverflow.com/questions/45742199/find-nearest-neighbors-of-a-numpy-array-in-list-of-numpy-arrays-using-euclidian">python - Find nearest neighbors of a numpy array in list of numpy arrays using euclidian distance - Stack Overflow</A>&nbsp;</P></BODY></HTML> Thu, 26 Mar 2020 23:32:22 GMT https://community.esri.com/t5/spatial-statistics-questions/average-nearest-neighbor/m-p/561836#M1801 DanPatterson_Retired 2020-03-26T23:32:22Z