you can create a scatter plot matrix using the method in pandas.tools.plotting code example

Example: pandas scatter matrix code example

df = pd.DataFrame(np.random.randn(1000, 4), columns=['A','B','C','D'])
pd.plotting.scatter_matrix(df, alpha=0.2)