As mentioned, Plotly has two APIs you can usually use when creating charts - plotly.express and plotly.graph_objects. We'll now demonstrate the same simple pie chart using the graph objects way.

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Below we'll show how to do this using very similar techniques we've used above. Let's first get our plot ready. We'll do two bar charts, side by side, using ax.subplots().

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