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  3. Introduction to Data Visualization with Matplotlib

Exercise

Small multiples with shared y axis

When creating small multiples, it is often preferable to make sure that the different plots are displayed with the same scale used on the y-axis. This can be configured by setting the sharey key-word to True.

In this exercise, you will create a Figure with two Axes objects that share their y-axis. As before, the data is provided in seattle_weather and austin_weather DataFrames.

Instructions

100 XP
  • Create a Figure with an array of two Axes objects that share their y-axis range.
  • Plot Seattle's "MLY-PRCP-NORMAL" in a solid blue line in the top Axes.
  • Add Seattle's "MLY-PRCP-25PCTL" and "MLY-PRCP-75PCTL" in dashed blue lines to the top Axes.
  • Plot Austin's "MLY-PRCP-NORMAL" in a solid red line in the bottom Axes and the "MLY-PRCP-25PCTL" and "MLY-PRCP-75PCTL" in dashed red lines.