The Irving Fisher Committee on Central Bank Statistics (IFC) of the Bank for International Settlements (BIS), the European Committee of Central Balance Sheet Data Offices (ECCBSO) and the Banco de España  jointly organise a workshop on New insights from financial statements on 17 October 2024 in Madrid.

The event will be broadcasted online. The link will be published on 14.10.2024 here. 

Banco de España has published the Statistical Note “Business Sector Classification and Beyond Using Machine Learning”:

• Link to the document.

This publication outlines several applications of Artificial Intelligence within Banco de España's Central Balance Sheet Data Office. Specifically, machine learning models are used for the automatic classification and sectorization of entities.

This article published by Banco de España not only describes developments in the profitability, solvency and liquidity of Spanish non-financial corporations, drawing on the integrated spanish CBSO database, which contains annual information up to 2019 but also analyses the impact of the COVID-19 crisis on the profitability and the solvency of the corporate sector in 2020, on the basis of various microsimulations.