Plotting a Pandas Dataframe

Hypertools supports single-index Pandas Dataframes as input. In this example, we plot the mushrooms dataset from the kaggle database. This is a dataset of text features describing different attributes of a mushroom. Dataframes that contain columns with text are converted into binary feature vectors representing the presence or absences of the feature (see Pandas.Dataframe.get_dummies for more).

# Code source: Andrew Heusser
# License: MIT

# import
import hypertools as hyp

# load example data
geo = hyp.load('mushrooms')

print(geo.get_data().head())

# plot
geo.plot()