What's the parameters of heatmap formula on QGIS?

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I want to calculate the values by hand to know which parameters effect the result in the image, but i couldn't able to do that because i didn't understand it. I tried with 500 mt and 1000 mt radius and here are the results and i want to know the correlation between radius, cell size and the result. Thanks.

This is 500 mt radius.


and this is the 1000 mt radius results.




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