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https://github.com/pydata/xarray/issues/2799#issuecomment-553601146 https://api.github.com/repos/pydata/xarray/issues/2799 553601146 MDEyOklzc3VlQ29tbWVudDU1MzYwMTE0Ng== 5635139 2019-11-13T21:03:23Z 2019-11-13T21:03:23Z MEMBER

That's great that's helpful @nbren12 . Maybe we should add to docs (we don't really have a performance section at the moment, maybe we start something on performance tips?)

There's some info on the differences in the Terminology that @gwgundersen wrote: https://github.com/pydata/xarray/blob/master/doc/terminology.rst#L18

Essentially: by indexing on the variable, you ignore the coordinates, and so skip a bunch of code that takes the object apart and puts it back together. A variable is much more similar to a numpy array, so you can't do sel, for example.

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