This book provides a coherent description of the main concepts and statistical methods used to analyse economic performance. The focus is on measures of performance that are of practical relevance to policy makers. Most, if not all, of these measures can be viewed as measures of productivity...

Climate change entails risks to the global economy and impacts financial stability. Beyond managing related risks, the financial sector can also contribute to the transition toward a net-zero economy. Guided by the ECB's climate and nature plan1 , this paper discusses the methodology and key...

Chapter 1: Introduction and Fundamentals -- Chapter 2: Data Acquisition and Cleaning -- Chapter 3: Exploratory Data Analysis and Visualization -- Chapter 4: Natural Language Processing and Text Analysis -- Chapter 5: Machine Learning and Predictive Analytics -- Chapter 6: Advanced Topics. .

"The measurement infrastructure for the production of economic statistics in the United States largely was established in the middle part of the 20th century. As has been noted by a number of commentators, the data landscape has changed in fundamental ways since this infrastructure was...

Trockenobst ist giftig, Fast Food macht depressiv, Choleragefahr nimmt rasant zu, Polen sind fleißiger als Deutsche: Mit solch dramatischen Meldungen auf höchst fragwürdiger Datenbasis lassen wir uns täglich nur allzu gern aufstören. Der Psychologe Gerd Gigerenzer, der Ökonom Thomas Bauer...