mta-credit-card-barchart.py

df_multi = pd.DataFrame({
    'Channel': attributions.keys(),
    'Attribution style': 'Journey',
    'Activations': attributions.values()
})

df_first = pd.DataFrame({
    'Channel': attributions.keys(),
    'Attribution style': 'First touchpoint'
})

df_first['Activations'] = df_first['Channel'].map(
    journeys.loc[
        journeys.path.apply(lambda x: x[-1]) == 'Activation', 
        'path'
    ].apply(lambda x: x[1]).value_counts().to_dict()
)

df_last = pd.DataFrame({
    'Channel': attributions.keys(),
    'Attribution style': 'Last touchpoint'
})

df_last['Activations'] = df_last['Channel'].map(
    journeys.loc[
        journeys.path.apply(lambda x: x[-1]) == 'Activation', 
        'path'
    ].apply(lambda x: x[-2]).value_counts().to_dict()
)

df_plot = pd.concat([df_multi, df_first, df_last], axis=0)

sns.set_style("darkgrid", {"axes.facecolor": ".9"})

color_codes = ['#2653de','#6989EA','#98AEF0']

sns.catplot(
    data=df_plot, kind="bar",
    x="Channel", y="Activations", hue="Attribution style",
    palette=sns.color_palette(color_codes),
    height=6, aspect=12/8
)