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I have a dataset with many clustered (often coincident) points, each of which contains data.

I am not interested in the fact that the points are obviously clustered. I would like to know whether the data values are clustered.

My reading of this page is that it is appropriate to run the Getis Ord GI tool on the point dataset directly. Similarly Global Moran's I.

Is this correct?

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    I think you are correct. I believe it's as simple as choosing your field of interest as your input field. – pvdev Apr 10 '14 at 13:17

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