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Python Data Analysis Tips Pandas areaplot how when why to use the areaplot in Pandas

Updated: Aug 21, 2023


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Python Pandas Area Plot

The area plot in Pandas is a specialized plot that allows us to view how to data usually over a time series flow together. Pandas' areaplot allows us to notice when and how relationships move in different patterns across the rows. This can be a valuable plot in time series analysis or notice how the balance between features changes from observation to observation.









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area plot in Python with Pandas

When using the area plot in pandas we change the kind argument to area plot.



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use figsize argument in pandas to change size of areaplot

We can the figure or plot size in Pandas by using the figsize option to pass it a tuple of the width and height of our plot.



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Pandas' areaplot stacked = False

In the pandas' area plot, we can set stacked to False and this will plot each area plot on top of each other instead of stacking them on top of each together. This can be helpful to see how features move together or a part across the observations.

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