plots.py 文件源码

def plot_distribution(df, target, tag='eda', directory=None):
    r"""Display a Distribution Plot.

    Parameters
    ----------
    df : pandas.DataFrame
        The dataframe containing the ``target`` feature.
    target : str
        The target variable for the distribution plot.
    tag : str
        Unique identifier for the plot.
    directory : str, optional
        The full specification of the plot location.

    Returns
    -------
    None : None.

    References
    ----------

    http://seaborn.pydata.org/generated/seaborn.distplot.html

    """

    logger.info("Generating Distribution Plot")

    # Generate the distribution plot

    dist_plot = sns.distplot(df[target])
    dist_fig = dist_plot.get_figure()

    # Save the plot
    write_plot('seaborn', dist_fig, 'distribution_plot', tag, directory)


#
# Function plot_box
#