{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/text-mining-methodologies-with-r-an","title":"Text Mining Methodologies with R: An Application to Central Bank Texts","arxiv_id":null,"date":"2022-06-15","proceeding":"Machine Learning with Applications 2022 6","authors":["Jonathan Benchimol","Sophia Kazinnik","Yossi Saadon"],"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.","url_abs":"https://doi.org/10.1016/j.mlwa.2022.100286","url_pdf":"https://reader.elsevier.com/reader/sd/pii/S2666827022000202?token=AAFBBFF25F57467410B7BC58DF7A7D8438461420F9CDD575315117BD7EF53C01B15F4E8725091CBFC9E4C3CD70C24BE5","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"text-mining-methodologies-with-r-an","repo_url":"https://github.com/JBenchimol/TextMiningR","is_official":1,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[{"slug":"jonathan-benchimol","name":"Jonathan Benchimol","full_name":"Jonathan Benchimol"}],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}