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New users vs returning users never decrease

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You would expect that the number of 'new users' would decrease over time, and the number of 'returning users' would accumulate. This should be the case because in our marketing we only target 'known' users. However, even when measured over a longer period of time (2 years) the number of new visitors never decreases, why is that?

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