Data for the analysis of financial stability are as diverse as the financial system itself. Traditional information sources focused heavily on key macroeconomic and financial aggregates as well as financial reports from the banking sector. More recently, highly granular data have become more widely available, enabling the detailed analysis of risks at the portfolio level. These expanding data resources also imply significant big‐data scalability concerns.