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The choice of the sentiment measure matters when tracking economic shocks such as the Great Recession and the Great Lockdown. By comparing to competitive and rigorous benchmarks, we find that newspaper text is helpful in nowcasting GDP growth especially in the first half of the quarter when other lower-frequency soft indicators are not available. Daily sentiment metrics are created from these news articles and we assess their value for nowcasting. Our text data is drawn from fifteen popular European newspapers, that collectively represent the four largest Euro area economies, and are machine translated into English.
#Review ecm tools code
JEL Code D2 : Microeconomics→Production and Organizations D4 : Microeconomics→Market Structure and Pricing N1 : Economic History→Macroeconomics and Monetary Economics, Industrial Structure, Growth, Fluctuations O3 : Economic Development, Technological Change, and Growth→Technological Change, Research and Development, Intellectual Property Rights Network Price Micro Setting Analysis Network (PRISMA)Ībstract This paper shows that newspaper articles contain timely economic signals that can materially improve nowcasts of real GDP growth for the euro area. We document significant heterogeneity in markups across sectors and countries and, by linking these markup developments to the evolution of sectoral level producer and consumer price inflation, we find that (i) inflation in high-markup sectors tends to be less volatile than in low-markup sectors and (ii) inflation in high-markup sectors responds significantly less to oil supply, global demand and euro area monetary policy shocks. For this purpose, we exploit a rich firm-level database to show that over the period 1995–2018 the aggregate markup in the euro area has been on the rise, mainly on account of a reallocation towards high-markup firms. We show that an increasing share of high markup firms is part of the explanation of why inflation remained stubbornly stable and low in the euro area over the past two decades. 7 000 € for 3 months of monitoring Extension possible with discounted fee - 2 weeks implementation VISITORS’ SATISFACTION (reviews data-based from 30 rating platforms and OTAs) - 500 experiences in the city (attractions, accommodation, food…) - 3 months of monitoring with daily data refresh – self-service dashboard access - Tracking of Reviews volume, market origins and overall rating - 60+ Detailed indicators of sentiment (value, staff, COVID, location, cleanliness, crowds…) - New Sanitary Safety Sentiment score (just released!) - Overall Rating per market, custom period, per type of experiences.Abstract Price inflation in the euro area has been stable and low since the Global Financial Crisis, despite notable changes in output and unemployment. CITIES’ HEARTBEAT (mobile location data based) - Connecting 15-20 iconic POIs in the city, - 3 months of monitoring with refresh every 15 days - daily foot traffic - Visitation rebound consolidated and per POI - Visitor profile (Top markets – locals vs.ĬITIES’ HEARTBEAT (mobile location data based) - Connecting 15-20 iconic POIs in the city, - 3 months of monitoring with refresh every 15 days - daily foot traffic - Visitation rebound consolidated and per POI - Visitor profile (Top markets – locals vs tourists) and distance of origin - Est.