StataReader.variable_labels()

pandas.io.stata.StataReader.variable_labels

StataReader.variable_labels(): Returns variable labels as a dict, associating each variable name with corresponding label

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http://pandas.pydata.org/pandas-docs/version/0.18.1/generated/pandas.io.stata.StataReader.variable_labels.html