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Using the code above with Pandas 0.20 the plot automatically identifies that the X axes contains dates. While using pandas 0.21 this, or other attempts, to force the X axes to show dates in the axes. The two plots have been attached and as you can notice one has show the datetiem as "%d %H:%M", as expected, while the 2nd made with the latest package shows integers.