How to create Scatter plot from multiindex groupby dataframe

Question

and I want to have scatter plot that have the monthly_base_price as x axis and avg_vacancy of all the shared bedrooms in one color and avg_vacancy of all the private bedrooms in one color.

Answer 1

First I am reseting the index and creating 2 groups for shared and private with query .

shared = df.reset_index().query("bedrooms == 'shared'")
private = df.reset_index().query("bedrooms == 'private'")

Then I plot a chart for each of the groups.

ax = shared.plot(kind='scatter', x='monthly_base_price', y='avg_vacancy', label='shared')
private.plot(kind='scatter', x='monthly_base_price', y='avg_vacancy', label='privacy', ax=ax)