Decoding Economic Insights: The Analytical Power of News Content

In this article, we explore the potential of textual data as an alternative source for economic analysis. We employ a range of data extraction and labeling techniques, including domain expert, rule-based approaches and pre-trained language models to determine the polarity of textual data. By compiling a corpus of Spanish news articles from Mexico spanning 2006 to 2023 and comparing our sentiment index with economic data from official agencies, we demonstrate that news articles can serve a reliable source for economic analysis.

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Publication Details

Journal
Journal of Scientometric Research
Published
2025-03-27
DOI
https://doi.org/10.5530/jscires.20251459
Primary Topic
Media Influence and Politics
Type
article
Field-Weighted Citation Impact
0.00
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article

Decoding Economic Insights: The Analytical Power of News Content

Pierre Antoine Delice, David Pinto
Journal of Scientometric Research
Media Influence and Politics
article

Decoding Economic Insights: The Analytical Power of News Content

Pierre Antoine Delice, David Pinto
article en

Abstract

In this article, we explore the potential of textual data as an alternative source for economic analysis. We employ a range of data extraction and labeling techniques, including domain expert, rule-based approaches and pre-trained language models to determine the polarity of textual data. By compiling a corpus of Spanish news articles from Mexico spanning 2006 to 2023 and comparing our sentiment index with economic data from official agencies, we demonstrate that news articles can serve a reliable source for economic analysis.

Journal of Scientometric ResearchVol. 14(1)
Public Knowledge (US)
Openalex Percentile: Top 92%
Media Influence and Politics
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