matplotlib.axis.Axis.set_pickradius
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Axis.set_pickradius(pickradius) -
Set the depth of the axis used by the picker
ACCEPTS: a distance in points
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http://matplotlib.org/2.0.2/api/_as_gen/matplotlib.axis.Axis.set_pickradius.html