Web Reference: Jun 22, 2016 · Matplotlib is strongly object oriented and its principal objects are the figure and the axes(1). You can think of the figure as a canvas, of which you typically specify the dimensions and possibly e.g., the background color etc etc. Axes are added using methods on Figure objects, or via the pyplot interface. These methods are discussed in more detail in Creating Figures and Arranging multiple Axes in a Figure. A figure is the top-level container that can hold one or more axes (subplots). An axes is an individual plotting area within a figure and is where you create plots to visualize your data.
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