ax3.annotate('Test', (df5.index[1], df5['SOLD_PRICE'][1]), xytext=(15, 15),
    textcoords='offset points', arrowprops=dict(arrowstyle='-|>'))
Annotating points from a Pandas Dataframe in Matplotlib plot