clarite.describe.get_types

clarite.describe.get_types(data: pandas.core.frame.DataFrame)

Return the type of each variable

Parameters:

data: pd.DataFrame

The DataFrame to be described

Returns:

result: pd.Series

Series listing the CLARITE type for each variable

Examples

>>> import clarite
>>> clarite.describe.get_types(df).head()
RIDAGEYR          continuous
female                binary
black                 binary
mexican               binary
other_hispanic        binary
dtype: object