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https://github.com/pydata/xarray/issues/1334#issuecomment-289704003 https://api.github.com/repos/pydata/xarray/issues/1334 289704003 MDEyOklzc3VlQ29tbWVudDI4OTcwNDAwMw== 10050469 2017-03-28T08:46:14Z 2017-03-28T08:46:14Z MEMBER

Yes, many new users of xarray are confused by this one: ds['time.hour'] is probably what you want. It is documented here:

http://xarray.pydata.org/en/latest/time-series.html#datetime-components

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