SQL Azure DB does not support diagrams in the same way as regular SQL servers. If you look at workarounds or third-party tools, for example, install SSDT, pull your model down, expand it on the local "normal" dev server, create a diagram there or Viso, Powerpoint, dbForge, Erwin, RedGate, Apex, etc. .... paper and pencil, etc.
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