pyeasyeda.birds_eye_view

Module Contents

Functions

birds_eye_view(df, n=20, var_list=None)

Takes in a pandas.DataFrame object, an optional integer for the histogram bin size, an optional custom variable list, and displays 3 different visualization sets.
pyeasyeda.birds_eye_view.birds_eye_view(df, n=20, var_list=None)[source]

Takes in a pandas.DataFrame object, an optional integer for the histogram bin size, an optional custom variable list, and displays 3 different visualization sets.

  1. Histograms for each numeric variable

  2. A bar chart for each categorical variable

  3. A correlation heatmap of the numeric variables.

Parameters

  • df (pandas.DataFrame) – dataframe to create the visualizations

  • n (int) – bin size for histograms

  • var_list (list) – a specific list of variables to examine, defaults to None

Returns

charts – A dictionary containing the plot objects created by this function

Return type

dict

Examples

>>> birds_eye_view(df, n=30)