The following should work:
from matplotlib import pyplot as plt
plt.imshow(data, interpolation='nearest')
plt.show()
If you are using Jupyter notebook/lab, use this inline command before importing matplotlib:
%matplotlib inline
A more featureful way is to install ipyml pip install ipympl
and use
%matplotlib widget
see an example.