Datasets:
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# Dataset Summary
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The VeraCruz Dataset is a comprehensive collection of Portuguese language content, showcasing the linguistic and cultural diversity of of Portuguese-speaking regions.. It includes around 190 million samples, organized by regional origin as indicated by URL metadata into primary categories. The primary categories are:
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- **Portugal (PT)**: Samples with content URLs indicating a Portuguese origin.
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- **Brazil (BR)**: Samples with content URLs indicating a Brazilian origin.
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- **Other**: Samples where the URL metadata does not clearly indicate a Portuguese or Brazilian origin. These samples were further classified into PT or BR categories using the [PeroVaz_PT-PTBR_Classifier](https://huggingface.co/Bastao/PeroVaz_PT-PTBR_Classifier), which is trained specifically to distinguish between the European and Brazilian variations of Portuguese.
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# Source Data
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The VeraCruz Dataset is derived from the MyCulturaX dataset's Portuguese language segment, a comprehensive collection known for its broad linguistic coverage across multiple languages.
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- [MyCulturaX Dataset](https://huggingface.co/datasets/uonlp/CulturaX)
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However, the original MyCulturaX dataset does not differentiate between the two variants of Portuguese, namely European and Brazilian Portuguese.
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# Personal and Sensitive Information
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Given the dataset's extensive nature, it may contain personal and sensitive information. Users are advised to handle the data responsibly, employing ethical practices and privacy-compliant measures such as data anonymization where necessary. It is crucial to respect individual privacy and adhere to legal standards when utilizing this dataset.
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# Dataset Summary
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The VeraCruz Dataset is a comprehensive collection of Portuguese language content, showcasing the linguistic and cultural diversity of of Portuguese-speaking regions.. It includes around 190 million samples, organized by regional origin as indicated by URL metadata into primary categories. The primary categories are:
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- **Portugal (PT)**: Samples with content URLs indicating a clear Portuguese origin.
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- **Brazil (BR)**: Samples with content URLs indicating a clear Brazilian origin.
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- **Other**: Samples where the URL metadata does not clearly indicate a Portuguese or Brazilian origin. These samples were further classified into PT or BR categories using the [PeroVaz_PT-PTBR_Classifier](https://huggingface.co/Bastao/PeroVaz_PT-PTBR_Classifier), which is trained specifically to distinguish between the European and Brazilian variations of Portuguese.
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# Source Data
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The VeraCruz Dataset is derived from the MyCulturaX dataset's Portuguese language segment, a comprehensive collection known for its broad linguistic coverage across multiple languages.
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| 40 |
+
However, the original MyCulturaX dataset does not differentiate between the two variants of Portuguese, namely European and Brazilian Portuguese.
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- [MyCulturaX Dataset](https://huggingface.co/datasets/uonlp/CulturaX)
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# Personal and Sensitive Information
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Given the dataset's extensive nature, it may contain personal and sensitive information. Users are advised to handle the data responsibly, employing ethical practices and privacy-compliant measures such as data anonymization where necessary. It is crucial to respect individual privacy and adhere to legal standards when utilizing this dataset.
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