Hi everyone. I am trying to identify if and why there would be single points included in the hot spots of a hot spot analysis. I have attached two images with the spatial distribution and with the hot spots. I used Integrate and Collect Events, Calculated Distance Band from Neighbor Count (Specified 1 neighbor), then used Optimised Hotspot Analysis with the maximum value for distance band. I also used the ICOUNT for the analysis field. Would there be any reason for any single points to have been included in the hot spots. Honestly, I am suspecting that the number of neighbors should be 2, rather than 1.
I have also done this for the regular Hotspot Analysis and yielded the same results.
I also had tried the same thing in ArcGIS Pro and yielded the same results.
Any assistance or advice is appreciated.
From How Optimized Hot Spot Analysis works—ArcGIS Pro | Documentation
how many input points did you have? How does it relate to the table and aggregation method that will yield a minimum of 30 points after aggregation?
I had 249 input points. I used integrate and collect events for aggregation. There were only 24 hot spots found.
Correction: 245 input points.