I am trying to plot some data using pandas in Ipython Notebook, and while it gives me the object, it doesn\'t actually plot the graph itself. So it looks like this:
With your import matplotlib.pyplot as plt just add
import matplotlib.pyplot as plt
plt.show()
and it will show all stored plots.