I'm new in using Python as scientific language.
I'm missing using an data type that informs me the data it self and the factors the data are in. (Specially for categorical data array. )
I'm wondering if there's a lib or an array type in scipy package
for this usage ?
Try pandas
http://pandas.pydata.org/
and take a look at:
http://pandas.pydata.org/pandas-docs/stable/categorical.html
It's an amazing library that does pretty what what you're asking for.
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