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Text mining methodologies with R: An application to central bank texts

Jonathan Benchimol, Sophia Kazinnik, Yossi Saadon

2022Machine Learning with Applications51 citationsDOIOpen Access PDF

Abstract

We review several existing text analysis methodologies and explain their formal application processes using the open-source software R and relevant packages. Several text mining applications to analyze central bank texts are presented.

Topics & Concepts

Computer scienceOpen source softwareData scienceOpen sourceSoftwareInformation retrievalSoftware engineeringProgramming languageAdvanced Text Analysis TechniquesStock Market Forecasting MethodsSentiment Analysis and Opinion Mining