The authors would like to thank J. E. Stiglitz and A. C. Janetos for fruitful comments on an early version of the paper, M. D’Errico for precious suggestions on macro-network data from the ECB Data Warehouse, and J. Glattfelder for help on equity holdings data extraction from Orbis. We also would like to thank A. Barkawi, P. Monnin and M. Tanaka for their comments during the Bank of England conference on Climate Change and Central Banking. S.B. acknowledges financial support from the Swiss National Fund Professorship grant no. PP00P1-144689. All the authors acknowledge the support of the European Projects Future and Emerging Technologies (FET) SIMPOL (grant no. 610704) and DOLFINS (grant no. 640772), and the European Project SEI Metrics (gr...