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> The answer is to have clean lines of separation between collecting, reporting, alerting, analytics.

What's the difference between reporting and analytics? I think I know but I'm not sure it matches what you mean.[1]

[1] I assume that reporting is for detecting trends, capacity planning, etc and analytics is for diagnosing issues.



Nothing really I suppose. Maybe reporting is periodic and analysis is ad-hoc?


After thinking about it and read what the various tools do, I decided that reporting is for ops purposes (capacity planning , etc) and analytics is for product purposes (engagement, downloads, signups, etc).




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