Astroquery allows users to access online astronomical data from a wide range of sources; it is an Astropy-affiliated package. Each web service has its own sub-package for interfacing with a particular data source.
http://dx.doi.org/10.6084/m9.figshare.805208 or http://dx.doi.org/10.5281/zenodo.44961
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