Text mining for central banks

Although often applied in other social sciences, text mining has been less frequently used in economics and in policy circles, particularly inside central banks.

CCBS publication

By David Bholat, Stephen Hansen, Pedro Santos and Cheryl Schonhardt-Bailey

This Handbook is a brief introduction to the field, discussing how text mining is useful for addressing research topics of interest to central banks, and providing a step-by-step primer on how to mine text, including an overview of unsupervised and supervised techniques.

PDF Text mining for central banks

Other CCBS publications

// Publication // Centre for Central Banking Studies (CCBS)

Modelling credit risk

Modelling credit risk
// Publication // Centre for Central Banking Studies (CCBS)

Deriving option-implied probability densities...

Deriving option-implied probability densities for foreign exchange markets
// Publication // Centre for Central Banking Studies (CCBS)

Understanding the central bank balance sheet

Understanding the central bank balance sheet
// Publication // Centre for Central Banking Studies (CCBS)

Applied Bayesian econometrics for central...

Applied Bayesian econometrics for central bankers; updated 2017

View more

Back to top

Was this page useful?
Thanks! Would you like to give more detail?
Add your details...