market variables such as returns and volatility. We find that complexity of Bitcoin transaction network is significantly … correlated with Bitcoin market volatility. More specifically we document that the popularity of Bitcoin gauged from total system … throughput can significantly improve the predictability of Bitcoin market returns and volatility using network flow complexity …