IMF Publications by Subject
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Big data:
2021
Title: Using the Google Places API and Google Trends Data to Develop High Frequency Indicators of Economic Activity
Series: Working Paper No. 2021/295
Date: December 17, 2021
Subject: APIs Big data COVID-19 Economic and financial statistics Economic sectors Health Manufacturing Technology
2019
Title: Big Data on Vessel Traffic: Nowcasting Trade Flows in Real Time
Series: Working Paper No. 2019/275
Date: December 13, 2019
Subject: Big data Exports Imports International trade Technology Trade balance Trade in goods
2018
Title: The Measurement and Macro-Relevance of Corruption: A Big Data Approach
Series: Working Paper No. 2018/195
Date: August 31, 2018
Subject: Auditing Big data Corruption Crime Public financial management (PFM) Technology
Title: Indonesia: Technical Assistance Report – Residential Property Price Statistics Capacity Development Mission
Series: Country Report No. 2018/200
Date: July 31, 2018
Subject: Big data Economic and financial statistics Land prices Price indexes Prices Real estate prices Real sector statistics Technology
2017
Title: Big Data: Potential, Challenges and Statistical Implications
Series: Staff Discussion Notes No. 2017/006
Date: September 13, 2017
Subject: Big data Economic and financial statistics Financial statistics International organization Social networks Technology
2007
Title: Pakistan: Report on the Observance of Standards and Codes—Data Module, Reassessment of Monetary Statistics; Response by the Authorities; and Detailed Assessment Using Quality Assessment Framework (DQAF)
Series: Country Report No. 2007/074
Date: February 20, 2007
Subject: Banking Big data Commercial banks Data collection Economic and financial statistics Financial institutions Financial statements Monetary statistics Public financial management (PFM) Technology