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Quantifying customer sentiment for automobile brand perception analysis using machine learning on Twitter

Abstract Social networking sites provide a platform for individuals to express their opinions publicly. Brand managers actively use these platforms to gain insights into brand perceptions, as users often share their views on products and services. In this study, we use sentiment analysis to assess c...

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Auteurs principaux: Sujith Samuel Mathew, Kadhim Hayawi, Neethu Venugopal, May El Barachi
Format: Artigo
Langue:Inglês
Publié: Nature Portfolio 2026-01-01
Collection:Scientific Reports
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Accès en ligne:https://doi.org/10.1038/s41598-026-35637-9
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