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To be able to do detailed user tracking (JS interaction, not just link logs) while preserving privacy, I'm looking for something like Google Analytics that stores all the data locally.

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Mint is one of the most popular self hosted analytics packages, i've used it a couple of times and it's an excellent tool.

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