There are many examples; run python -m pyqtgraph.examples for a menu. Some (incomplete) documentation exists at this time. Easiest place to get documentation is at ...
Matplotlib is convenient to call and looks nice as a final product, but plots load slowly and features like zoom can be tediously slow as well. PyQtGraph is much faster, but it's more difficult to get ...