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I have a high dimensional dataset (12 variables) with 42000 observations. I made a clustering and I found evidence that made me choose five clusters. So I want to plot my dataset with some tool to show these clusters (if it is possible).

I tried to use Rtsne package and I get this plot:

enter image description here

Are there other tools like this one for plotting these data to find some evidence for clustering?

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