You can play with it here: https://googledrive.com/host/0B2GQktu-wcTiaWw5OFVqT1k3bDA/
You click the "Explore Convergence" button to explore the convergence, and click the "Hide Convergence" button to return back to "normal mode".
|Click the "Explore Convergence" button over there on the right to watch how the power method converges (or doesn't converge, if that be the case).|
Once the "Explore Convergence" button is clicked, a few extra things related to the power method are shown on the screen near the top. Clicking the "Hide Convergence" button will hide this extra stuff, and show the final result of the iteration method once again.
|By using the left/right arrows anywhere on the page (or by using the slider), you can step forward or backward through the power iteration method.|
One thing that might stand out to you is how stuff will get sent to apparently "disconnected" pages as the method progresses. This is because - unless the damping factor is one - the PageRank algorithm forces every page to be connected to every other page in the web, although the "pipes" between the pages are very small.