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  license: cc0-1.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  license: cc0-1.0
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+ task_categories:
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+ - text-generation
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+ language:
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+ - af
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+ - ar
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+ - az
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+ - be
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+ - bg
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+ - bn
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+ - ca
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+ - cs
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+ - cy
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+ - da
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+ - de
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+ - el
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+ - en
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+ - eo
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+ - es
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+ - et
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+ - eu
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+ - fa
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+ - fi
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+ - fr
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+ - ga
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+ - gl
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+ - gu
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+ - hbs
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+ - he
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+ - hi
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+ - hu
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+ - hy
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+ - id
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+ - is
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+ - it
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+ - ja
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+ - ka
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+ - kk
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+ - kn
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+ - ko
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+ - ky
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+ - la
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+ - lt
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+ - lv
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+ - mk
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+ - ml
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+ - mn
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+ - mr
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+ - ms
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+ - mt
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+ - my
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+ - nb
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+ - ne
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+ - nl
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+ - nn
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+ - pa
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+ - pl
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+ - ps
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+ - pt
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+ - ro
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+ - ru
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+ - si
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+ - sk
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+ - sl
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+ - so
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+ - sq
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+ - sv
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+ - sw
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+ - ta
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+ - te
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+ - th
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+ - tl
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+ - tr
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+ - tt
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+ - uk
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+ - ur
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+ - uz
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+ - vi
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+ - zh
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+ pretty_name: HPLT Monolingual Release v1.2
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+ size_categories:
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+ - n>1T
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  ---
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+
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+ # HPLT Monolingual Release v1.2
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+
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+ ## Prerequisites
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+
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+ HPLT compresses their files with `zst` so to use this library you need to make sure that `zstandard` is installed:
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+
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+ ```shell
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+ pip install zstandard
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+ ```
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+
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+ ## Usages
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+
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+ You can download either the full portion of the data (e.g. `nl`), its deduplicated set (`nl_deduplicated`), or the fully cleaned set (`nl_cleaned`).
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+
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+ You'll soon need to use `trust_remote_code=True` to download this dataset. This is required so that downloading the dataset can be done directly from HPLT.
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+
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+ ds = load_dataset(
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+ "BramVanroy/hplt_mono_v1_2",
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+ "ky",
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+ # or "ky_deduplicated",
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+ # or "ky_cleaned",
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+ trust_remote_code=True
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+ )
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+ ```
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+
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+ ## Supported languages
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+
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+ ```python
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+ {
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+ "af": "Afrikaans",
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+ "ar": "Arabic",
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+ "az": "Azerbaijani",
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+ "be": "Belarusian",
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+ "bg": "Bulgarian",
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+ "bn": "Bangla",
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+ "ca": "Catalan",
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+ "cs": "Czech",
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+ "cy": "Welsh",
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+ "da": "Danish",
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+ "de": "German",
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+ "el": "Greek",
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+ "en": "English",
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+ "eo": "Esperanto",
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+ "es": "Spanish",
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+ "et": "Estonian",
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+ "eu": "Basque",
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+ "fa": "Persian",
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+ "fi": "Finnish",
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+ "fr": "French",
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+ "ga": "Irish",
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+ "gl": "Galician",
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+ "gu": "Gujarati",
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+ "hbs": "Serbo-Croatian",
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+ "he": "Hebrew",
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+ "hi": "Hindi",
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+ "hu": "Hungarian",
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+ "hy": "Armenian",
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+ "id": "Indonesian",
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+ "is": "Icelandic",
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+ "it": "Italian",
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+ "ja": "Japanese",
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+ "ka": "Georgian",
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+ "kk": "Kazakh",
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+ "kn": "Kannada",
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+ "ko": "Korean",
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+ "ky": "Kyrgyz",
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+ "la": "Latin",
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+ "lt": "Lithuanian",
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+ "lv": "Latvian",
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+ "mk": "Macedonian",
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+ "ml": "Malayalam",
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+ "mn": "Mongolian",
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+ "mr": "Marathi",
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+ "ms": "Malay",
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+ "mt": "Maltese",
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+ "my": "Burmese",
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+ "nb": "Norwegian Bokmål",
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+ "ne": "Nepali",
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+ "nl": "Dutch",
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+ "nn": "Norwegian Nynorsk",
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+ "pa": "Punjabi",
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+ "pl": "Polish",
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+ "ps": "Pashto",
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+ "pt": "Portuguese",
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+ "ro": "Romanian",
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+ "ru": "Russian",
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+ "si": "Sinhala",
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+ "sk": "Slovak",
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+ "sl": "Slovenian",
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+ "so": "Somali",
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+ "sq": "Albanian",
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+ "sv": "Swedish",
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+ "sw": "Swahili",
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+ "ta": "Tamil",
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+ "te": "Telugu",
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+ "th": "Thai",
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+ "tl": "Filipino",
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+ "tr": "Turkish",
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+ "tt": "Tatar",
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+ "uk": "Ukrainian",
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+ "ur": "Urdu",
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+ "uz": "Uzbek",
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+ "vi": "Vietnamese",
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+ "zh": "Chinese"
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+ }
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+ ```
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+
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+ ## Fields
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+
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+ - `id`: Document ID
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+ - `document_lang`: Document language identified by CLD2 during the WARC extraction process.
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+ - `scores`: Language identification scores for each paragraph in the document.
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+ - `langs`: Language with highest score for each paragraph in the document.
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+ - `text`: The document's text (a concatenation of newline-separated paragraphs).
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+ - `url`: Document URL.
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+ - `collection`: Collection name.
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+
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+ ## Data removal
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+
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+ Found data that you would like removed in the next release? Contact [the data creators](mailto:[email protected]).
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+
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+ ## License
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+
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+ HPLT [states](https://hplt-project.org/datasets/v1.2) the following:
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+
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+ > These data are released under this licensing scheme:
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+ > - We do not own any of the text from which these text data has been extracted.
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+ > - We license the actual packaging of these text data under the Creative Commons CC0 license ("no rights reserved").