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Showing content from https://github.com/jupyter/notebook/issues/3691 below:

Need to run plt.plot() twice from a freshly started notebook to see the plot · Issue #3691 · jupyter/notebook · GitHub

In [1]: import matplotlib.pyplot as plt
        plt.plot([1,2,3,4])
Out[1]: [<matplotlib.lines.Line2D at 0x111a13b00>]

In [2]: plt.plot([1,2,3,4])
Out[2]: [<matplotlib.lines.Line2D at 0x111a13b00>]

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