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For each tag, I would like to know the distributions of scores of questions and answers. In particular, the mean and median scores.

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    sede is your friend here. – Oded Nov 19 '13 at 15:38
  • The Stack Exchange Data Explorer. Gives you access to our data - you can query it if you know SQL. – Oded Nov 19 '13 at 15:39
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To make these kind of searches, please refer to the Stack Exchange Data Explorer where you can query the server.

You simply need some T-SQL knowledge.
All accessible fields and tables are displayed on the right panel when you compose your query.

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