Introduction
Macroprudential Oversight
Macroprudential Data
Data and Dimension Reduction
Data-Dimension Reductions: A Comparison
Extending the SOM
Self-Organizing Financial Stability Map (SOFSM)
Exploiting the SOFSM
Decomposing Financial Crises with SOTMs
Conclusions, Limitations and the Future.