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  3. Analyzing Financial Statements in Python

Exercise

Plotting cash flow ratios

Sometimes, you might want to plot several line plots in one image. However, having too many lines in one plot will make it challenging to read. Making separate facets for every line is more elegant: the figure will look neat and more interpretable.

A pandas DataFrame plot_df has already been loaded for you. It has the columns "Year", "company","cash_flow_to_net_income" and "operating_cash_flow". Seaborn has been loaded with the alias sns.

Instructions

100 XP
  • Melt plot_dfto prepare it for plotting.
  • Use sns.relplot() to make a line plot of the cash flow to net income and operating cash flow ratio of Apple and Microsoft over time, with hue over the dimension of "Ratio".