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Analysing Live Data

How do you guys run analyses on your live data?

What I am currently doing is:

  1. Creating a query in version-test (example: create a repeating group of all users that have logged in since yesterday)
  2. Testing it there
  3. If successful, push to live and run it there

I find this tedious and also not great for users since their experience is potentially interrupted by multiple live pushes.

How do you analyse live data properly, without having to do a live release?

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Any clever work arounds?