Obtaining extent of each polygon in shapefile using ArcPy with ArcMapObtaining extent of each polygon in shapefile using ArcPy with ArcMap
I hope the extent calculation may help...
my assumption here: even 7 points have same lat/long, but the 8th point is different, then kernel density function will work.