snapedautility.plot_histograms

Module Contents

Functions

plot_histograms(df, features, width=125, heigh=125)

Plots histogram given numeric features of the input dataframe, and
snapedautility.plot_histograms.plot_histograms(df, features, width=125, heigh=125)[source]

Plots histogram given numeric features of the input dataframe, and plots bar charts for categorical features of the input dataframe

Parameters

  • data (pandas.core.frame.DataFrame) – Input dataframe

  • features (list) – List of feature names as string

  • width (int) – The width of sub-plot for each feature. Default set to 125

  • height (int) – The height of sub-plot for each feature Default set to 125

Returns

Returns altair plot

Return type

altair plot

Examples

>>> from snapedautility.plot_histograms import plot_histograms
>>> df = penguins_data
>>> plot_histograms(df, ["Culmen Length (mm)", "Culmen Depth (mm)", 'Species'], 100, 100)