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underdark
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Find number of point clusters & centre of clusters

I have a points layer with a frequency field indicating a population at that point. There is also a field indicating the broader area by which I need to analysis broken down into. I am expecting the points to be mostly grouped in a number of clusters. I need a way of determining how many clusters there are, probably by density, and to return a point for the centre of each. I've made a heatmap in the display section of the points layer by setting a radius and weighting by the frequency field and in this created three clusters in my trial area, that look right, but I don't see how to get a coordinate for them. Any suggestions of what tool(s) to look at.