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Would a hot spot analysis work on a scattered island group?

Question asked by taralal on Jun 2, 2017
Latest reply on Jun 2, 2017 by Dan_Patterson

I have point data (170 points) for the Solomon Islands and I'm trying to run a hot spot analysis. I'm facing a few problems-

1. the point data is partly on land within administration polygons and some fall off the polygons making it difficult to aggregate the data.

2. I can't find any hot spot analysis that's been run on islands that are this scattered - would this even work? 

Any thoughts?