Datasets:
Andrey Kutuzov
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README.md
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**NB: the HPLT datasets are not hosted on HuggingFace! See download instructions below.**
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## HPLT release v3.0
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In July 2025, the European HPLT initiative has completed a new release of its monolingual datasets, offering better data quality, more annotations and metadata, and greatly increased volume.
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print(ds)
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```
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## Statistics
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Summary statistics per language are available for download as a structured [manifest.json](https://data.hplt-project.org/three/sorted/manifest.json), also including download links for the individual data files, per-language maps, and sample documents from various quality bins.
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Additionally, each language subdirectory provides compressed lists of unique domains, full URLs, and what are called normalized document signatures, together with their frequencies of occurence, for example [nob_Latn/.domains.zst](https://data.hplt-project.org/three/sorted/nob_Latn/.domains.zst), [nob_Latn/.urls.zst](https://data.hplt-project.org/three/sorted/nob_Latn/.urls.zst), and [nob_Latn/.signatures.zst](https://data.hplt-project.org/three/sorted/nob_Latn/.signatures.zst) for Norwegian Bokmål.
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* _It is your responsibility that any use of the data complies with any applicable legal framework, such as, among others, the EU Copyright Directive 2019/790 and the General Data Protection Regulation 2018, as amended._
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```
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@misc{oepen2025hplt30largescalemultilingual,
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**NB: the HPLT datasets are not hosted on HuggingFace! See download instructions below.**
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## Table of Contents
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1. [HPLT release v3.0](#hplt-release-v3.0)
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2. [New in this release compared to HPLT v2](#new-in-this-release-compared-to-hplt-v2)
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3. [Downloading HPLT v3.0](#downloading-hplt-v3.0)
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4. [Statistics and validation](#statistics-and-validation)
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5. [License and takedown](#license-and-takedown)
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6. [Cite us](#cite-us)
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7. [Funding](#funding)
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## HPLT release v3.0
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In July 2025, the European HPLT initiative has completed a new release of its monolingual datasets, offering better data quality, more annotations and metadata, and greatly increased volume.
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print(ds)
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```
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## Statistics and validation
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Summary statistics per language are available for download as a structured [manifest.json](https://data.hplt-project.org/three/sorted/manifest.json), also including download links for the individual data files, per-language maps, and sample documents from various quality bins.
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Additionally, each language subdirectory provides compressed lists of unique domains, full URLs, and what are called normalized document signatures, together with their frequencies of occurence, for example [nob_Latn/.domains.zst](https://data.hplt-project.org/three/sorted/nob_Latn/.domains.zst), [nob_Latn/.urls.zst](https://data.hplt-project.org/three/sorted/nob_Latn/.urls.zst), and [nob_Latn/.signatures.zst](https://data.hplt-project.org/three/sorted/nob_Latn/.signatures.zst) for Norwegian Bokmål.
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* _It is your responsibility that any use of the data complies with any applicable legal framework, such as, among others, the EU Copyright Directive 2019/790 and the General Data Protection Regulation 2018, as amended._
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## Cite us
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```
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@misc{oepen2025hplt30largescalemultilingual,
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