Before revision:  We find that many topological properties, after controlling for overall densityeffects, display an abrupt change in 2008, thus providing a clear but unpredictable signature of the crisis.
After revision:  We find that many topological properties, after controlling for overall densityeffects, display an abrupt change in 2008, thus providing a clear - but unpredictable - signature of the crisis.