Pareto is very popular diagram in Excel and Tableau. In Excel we can easily draw a Pareto diagram, but I've found no easy way to draw the diagram in Python. I have a pandas dataframe like this: import numpy as np import pandas as pd import seaborn as sns import matplotlib.pyplot as plt df = pd.DataFrame({'country': [177.0, 7.0, 4.0, 2.0, 2.0, 1.0, 1.0, 1.0]}) df.index = ['USA', 'Canada', 'Russia', 'UK', 'Belgium', 'Mexico', 'Germany', 'Denmark'] print(df) country USA 177.0 Canada 7.0 Russia 4.0 UK 2.0 Belgium 2.0 Mexico 1.0 Germany 1.0 Denmark 1.0 How can I draw the Pareto diagram using maybe pandas, seaborn, matplotlib, etc? So far I have been able to make a descending order bar chart, but I still need to put a cumulative sum line plot on top of them. My attempt: df.sort_values(by='country', ascending=False).plot.bar() Required plot: Continue reading...