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Clustering users based on apps he uses

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@dvik wrote:

I have prepared a dataset in which there are users and android apps installed on his device.
I have another dataset which has android apps and their score. A score is a number decided manually, which depicts how good an app is.
I am trying to cluster users into good,bad and average, based on the apps installed on his phone.

How should i approach this problem?

P.S: Sorry for the vague explanation.

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