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README.md

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 # Portuguese Hate Speech Expanded Dataset (TuPyE)
-
-The Portuguese hate speech expanded dataset (TuPyE) is an annotated corpus designed to facilitate the development of advanced hate speech detection 
-models using machine learning (ML) 
-and natural language processing (NLP) techniques. TuPyE comprises a total of 43,668 documents, which not only include newly collected, annotated, 
-and anonymized content from Twitter in 2023 but also integrate datasets from the research works of Fortuna et al. (2019), Leite et al. (2020), 
-and Vargas et al. (2022). 
+TuPyE, the expanded version of TuPy, incorporates 43,668 annotated tweets collected from Twitter in 2023. 
+This extended dataset includes additional annotations and is further enriched by merging with datasets from Fortuna et al. (2019), Leite et al. (2020), 
+and Vargas et al. (2022). The combination of new annotations and 
+integration with datasets from cited authors enhances TuPyE's scope and utility for the development of advanced hate speech 
+detection models using ML and NLP techniques.
 This repository is organized as follows:
 
 ```sh