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README.md
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---
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dataset_info:
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features:
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- name: url
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download_size: 1087713663056
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dataset_size: 1087519823221
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---
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---
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language: pt
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license: cc-by-4.0
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multilinguality:
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- monolingual
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task_categories:
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- text-generation
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- fill-mask
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task_ids:
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- language-modeling
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- masked-language-modeling
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size_categories:
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- 100M<n<1B
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dataset_info:
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features:
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- name: url
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download_size: 1087713663056
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dataset_size: 1087519823221
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---
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# Canarim: A Large-Scale Dataset of Web Pages in the Portuguese Language
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## Introduction
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Canarim is a database encompassing over 342 million Portuguese language documents, sourced from multiple iterations of CommonCrawl. This nearly 1 terabyte database stands as one of the most extensive Portuguese language data collections available. It underwent initial deduplication using URLs, with plans for further text-based deduplication and filtering of potentially harmful content. The data, originally in HTML, has been converted to Markdown with the `Trafilatura` library to enhance readability and quality. Canarim is poised to be a crucial resource for NLP research, particularly in Portuguese language applications, filling the gap in large-scale, high-quality data for languages other than English.
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## Dataset Structure
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### Data Instances
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An example looks as follows:
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```json
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{
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'url': '...',
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'content_languages': 'por',
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'warc_filename': 'crawl-data/CC-MAIN-2023-06/segments/1674764500041.18/warc/CC-MAIN-20230202200542-20230202230542-00352.warc.gz',
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'warc_record_offset': 971279893,
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'warc_record_length': 3873,
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'text': '...',
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'crawl_timestamp': '2023-02-02T20:28:21Z'
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}
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```
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### Data Fields
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- `url`: URL of the page
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- `content_languages`: Language of the page
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- `warc_filename`: Name of the WARC file
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- `warc_record_offset`: Offset of the WARC record
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- `warc_record_length`: Length of the WARC record
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- `text`: Text of the page, in Markdown format
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- `crawl_timestamp`: Timestamp of the crawl
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WIP
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