issues: 98810125

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id node_id number title user state locked assignee milestone comments created_at updated_at closed_at author_association active_lock_reason draft pull_request body reactions performed_via_github_app state_reason repo type
98810125 MDU6SXNzdWU5ODgxMDEyNQ== 510 Include data in repository for examples 5356122 closed 0     2 2015-08-03T18:24:17Z 2019-01-15T20:13:56Z 2019-01-15T20:13:56Z MEMBER      

Right now most of the examples in the documentation have something like this:

arr = xray.DataArray(np.random.randn(2, 3), ...: [('x', ['a', 'b']), ('y', [10, 20, 30])])

This feels distracting- it really only needs to be in the documentation for the constructors.

It would be really nice to have one set of realistic example data used throughout the docs. It should be accessible to anyone without requiring domain expertise- lat, long, temperature works fine. Simulated data is fine- avoids licensing issues.

The names should be something reflective of what they represent, and used that way consistently throughout the docs. They should also be easily accessible to the user copying and pasting code from the docs- similar to this:

from xray.examples import weather_dset, temp_array

@shoyer This will be especially helpful in the plotting I'm working on now.

 
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