Before revision:  We also investigate the role of the network in aggregate fluctuations and show that at least 37 %DIF < of the aggregate fluctuations can be explained by the network effect.
After revision:  We also investigate the role of the network in aggregate fluctuations  %DIF < of the aggregate fluctuations can be explained by the network effect.