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I'm finding that the scatterplot autoscaling fails when plotting small values, e.g. <0.001.
The autoscale axis range will never go below -0.008 to 0.008 for me, regardless of how small the range of the data being plotted.
plt.figure()
x = np.array([0,1,2,3])
x = np.array([2,4,5,9])
plt.scatter(x,y)
Data in a normal range produces
plt.figure()
x = np.array([0,1,2,3])
x = np.array([2,4,5,9])
plt.scatter(x/10000,y/10000)
While scaling it down produces
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