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https://github.com/pydata/xarray/issues/435#issuecomment-112617486 https://api.github.com/repos/pydata/xarray/issues/435 112617486 MDEyOklzc3VlQ29tbWVudDExMjYxNzQ4Ng== 1217238 2015-06-17T01:10:45Z 2015-06-17T01:10:45Z MEMBER

I suspect that an xray.Dataset would indeed be a suitable data structure for your data.

If each of the columns in the data dataframe from your notebook were an numpy array, what would their shapes be?

As for iterative updates, arrays in xray objects can be efficiently modified in place just like numpy arrays.

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