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DOC: bit more context on scale
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galleries/users_explain/axes/axes_scales.py

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===========
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By default Matplotlib displays data on axis objects that have linear scales.
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This behavior can be changed, usually directly by using the
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Matplotlib supports `logarithmic scales
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<https://en.wikipedia.org/wiki/Logarithmic_scale>`_, and other less common
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scales as well. Usually this can be done directly by using the
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`~.axes.Axes.set_xscale` or `~.axes.Axes.set_yscale` methods.
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"""

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