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--- |
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configs: |
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- config_name: Portugal (PT) |
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data_files: pt/*.parquet |
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- config_name: Brazil (BR) |
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data_files: br/*.parquet |
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- config_name: Other |
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data_files: other/*.parquet |
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task_categories: |
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- text-generation |
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- text-classification |
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language: |
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- pt |
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tags: |
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- pt |
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- br |
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- portuguese |
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- brazilian |
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- portugal |
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- brazil |
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size_categories: |
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- 100M<n<1B |
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--- |
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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-BR_Classifier](https://huggingface.co/Bastao/PeroVaz_PT-BR_Classifier), which is trained specifically to distinguish between the European and Brazilian variations of Portuguese. |
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Each entry in this category is supplemented with two extra columns: 'label' and 'score'. |
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The 'label' column indicates the predicted category (PT or BR), and the 'score' column represents the probability of the predicted label. |
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# Source Data |
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The VeraCruz Dataset is derived from the [MyCulturaX](https://huggingface.co/datasets/uonlp/CulturaX) dataset's Portuguese language segment, a comprehensive collection known for its broad linguistic coverage across multiple languages. |
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However, the original [MyCulturaX](https://huggingface.co/datasets/uonlp/CulturaX) dataset does not differentiate between the two variants of 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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# Licensing Information |
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The license terms for the VeraCruz Dataset strictly follow those of mC4 and OSCAR. Please refer to the licenses of both datasets when using VeraCruz: |
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- [mC4 License Details](https://huggingface.co/datasets/allenai/c4#license) |
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- [OSCAR License Details](https://huggingface.co/datasets/oscar-corpus/OSCAR-2301#licensing-information) |
