Work

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

Year: 2022

Type: article

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.

Source: Machine Learning with Applications

DOI: 10.1016/j.mlwa.2022.100286

Authors: Jonathan Benchimol, Sophia Kazinnik, Yossi Saadon

Institutions: Bank of Israel, Federal Reserve Bank of Richmond

Language: English

Topic: Computational and Text Analysis Methods

Subfield: General Social Sciences

Field: Social Sciences

Domain: Social Sciences

Open Access status: gold

Estimated APC paid: $2,200

OpenAlex ID: W4220752140

FWCI: 26.71

Cites: 29

Cited by: 52

Related to: 10