series.plot(kind='hist', bins=50, ax=ax)
ax.annotate('', xy=(300, 5), xycoords='data', xytext=(300, 20), textcoords=
    'data', arrowprops=dict(arrowstyle='->', connectionstyle='arc3'))
Labelling a matplotlib histogram bin with an arrow