--- license: other configs: - config_name: default data_files: - split: train path: 'data/*/*.parquet' - config_name: lexdk data_files: - split: train path: data/lexdk/*.parquet - config_name: opensubtitles data_files: - split: train path: data/opensubtitles/*.parquet - config_name: retsinformationdk data_files: - split: train path: data/retsinformationdk/*.parquet - config_name: ep data_files: - split: train path: data/ep/*.parquet - config_name: ft data_files: - split: train path: data/ft/*.parquet - config_name: wikisource data_files: - split: train path: data/wikisource/*.parquet - config_name: spont data_files: - split: train path: data/spont/*.parquet - config_name: tv2r data_files: - split: train path: data/tv2r/*.parquet - config_name: adl data_files: - split: train path: data/adl/*.parquet - config_name: hest data_files: - split: train path: data/hest/*.parquet - config_name: skat data_files: - split: train path: data/skat/*.parquet - config_name: dannet data_files: - split: train path: data/dannet/*.parquet - config_name: retspraksis data_files: - split: train path: data/retspraksis/*.parquet - config_name: wikibooks data_files: - split: train path: data/wikibooks/*.parquet - config_name: jvj data_files: - split: train path: data/jvj/*.parquet - config_name: gutenberg data_files: - split: train path: data/gutenberg/*.parquet - config_name: botxt data_files: - split: train path: data/botxt/*.parquet - config_name: depbank data_files: - split: train path: data/depbank/*.parquet - config_name: naat data_files: - split: train path: data/naat/*.parquet - config_name: synne data_files: - split: train path: data/synne/*.parquet - config_name: wiki data_files: - split: train path: data/wiki/*.parquet - config_name: nordjyllandnews data_files: - split: train path: data/nordjyllandnews/*.parquet - config_name: relig data_files: - split: train path: data/relig/*.parquet annotations_creators: - no-annotation language_creators: - crowdsourced language: - da multilinguality: - monolingual source_datasets: - original task_categories: - text-generation task_ids: - language-modeling pretty_name: Danish Dynaword language_bcp47: - da - da-bornholm - da-synnejyl --- # 🧨 Danish Dynaword | | | | ------------ | ----------------------------------------------------------------------------------------------------------------------------------------------------------- | | **Language** | dan, dansk, Danish | | **License** | Permissible, See the respective dataset | | **Models** | For model trained used this data see [danish-foundation-models](https://huggingface.co/danish-foundation-models) | | **Contact** | If you have question about this project please create an issue [here](https://huggingface.co/datasets/danish-foundation-models/danish-dynaword/discussions) | ## Table of Contents - [🧨 Danish Dynaword](#-danish-dynaword) - [Table of Contents](#table-of-contents) - [Dataset Description](#dataset-description) - [Dataset Summary](#dataset-summary) - [Loading the dataset](#loading-the-dataset) - [Languages:](#languages) - [Dataset Structure](#dataset-structure) - [Data Instances](#data-instances) - [Data Fields](#data-fields) - [Data Splits](#data-splits) - [Dataset Creation](#dataset-creation) - [Curation Rationale](#curation-rationale) - [Annotations](#annotations) - [Source Data](#source-data) - [Dataset Statistics](#dataset-statistics) - [Additional Information](#additional-information) - [Contributing to the dataset](#contributing-to-the-dataset) - [Citation Information](#citation-information) - [Disclaimer](#disclaimer) - [Notice and take down policy](#notice-and-take-down-policy) ## Dataset Description - **Language**: dan, dansk, Danish - **Number of samples**: 588.48K - **Number of tokens (Llama 3)**: 1.84B - **Average document length (characters)**: 9222.58 ### Dataset Summary The Danish dynaword is a continually developed collection of Danish free-form text datasets from various domains. It is intended to be continually updated with new data sources. If you would like to contribute a dataset see the [contribute section](#contributing-to-the-dataset) ### Loading the dataset ```py from datasets import load_dataset name = "danish-foundation-models/danish-dynaword" ds = load_dataset(name, split = "train") sample = ds[1] # see "Data Instances" below ``` or load it by streaming the data ```py ds = load_dataset(name, split = "train", streaming=True) dataset_iter = iter(ds) sample = next(iter(dataset_iter)) ``` You can also load a single subset at a time: ```py ds = load_dataset(name, "adl", split = "train") ``` As Danish Dynaword is continually expanding and curated you can make sure that you get the same dataset every time by specifying the revision: You can also load a single subset at a time: ```py ds = load_dataset(name, revision="{desired revision}") ``` ### Languages: This dataset includes the following languages: - dan-Latn - dan-Latn-bornholm - dan-Latn-synnejyl Language is denoted using [BCP-47](https://en.wikipedia.org/wiki/IETF_language_tag), using the langauge code ISO 639-3 and the script code ISO 15924. The last element denote the region variant. ## Dataset Structure The dataset contains text from different sources which are thoroughly defined in [Source Data](#source-data). ### Data Instances Each entry in the dataset consists of a single text with associated metadata ```py { "text": "SAMLEDE VÆRKER\n\nJEPPE AAKJÆR GYLDENDALSKE BOGHANDEL - NORDISK FORLAG KJØBENHAVN OG\nKRISTIANIA 1919 0[...]", "source": "adl", "id": "adl_aakjaer06val", "added": "2020-09-14", "created": "1700-01-01, 2022-01-01", "license": "Creative Commons Legal Code\n\nCC0 1.0 Universal", "domain": "Wiki & Books", "metadata": { "source-pretty": "Archive for Danish Literature" } } ``` ### Data Fields An entry in the dataset consists of the following fields: - `text`(`str`): The content of the document. - `source` (`str`): The source of the document (see [Source Data](#source-data)). - `id` (`str`): An unique identifier for each document. - `added` (`str`): An date for when the document was added to this collection. - `created` (`str`): An date range for when the document was originally created. - `license` (`str`): The license of the document. The licenses vary according to the source. - `domain` (`str`): The domain of the source - `metadata/source-pretty` (`str`): The long form version of the short-form source name - `metadata/*`: Potentially additional metadata ### Data Splits The entire corpus is provided in the `train` split. ## Dataset Creation ### Curation Rationale These datasets were collected and curated with the intention of making large quantities of Danish text data available. While this was collected with the intention of developing language models it is likely to have multiple other uses such as examining language development and differences across domains. ### Annotations This data generally contains no annotation besides the metadata attached to each sample such as what domain it belongs to. ### Source Data Below follows a brief overview of the sources in the corpus along with their individual license. | Source | Description | N. Tokens | License | |:--------------------|:-----------------------------------------------------------------------------------------------------------------------------|:------------|:-----------------------| | [lexdk] | Permissible use articles from [lex.dk](https://lex.dk) | 5.69M | [CC-BY-SA 4.0] | | [opensubtitles] | Danish subsection of [OpenSubtitles](https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles) | 271.60M | [CC-0] | | [retsinformationdk] | [retsinformation.dk](https://www.retsinformation.dk) (legal-information.dk) the official legal information system of Denmark | 516.54M | [Danish Copyright Law] | | [ep] | The Danish subsection of [Europarl](https://aclanthology.org/2005.mtsummit-papers.11/) | 100.89M | [CC-0] | | [ft] | Records from all meetings of The Danish parliament (Folketinget) in the parliament hall | 114.09M | [CC-0] | | [wikisource] | The Danish subsection of [Wikisource](https://en.wikisource.org/wiki/Main_Page) | 5.34M | [CC-0] | | [spont] | Conversational samples collected as a part of research projects at Aarhus University | 1.56M | [CC-0] | | [tv2r] | Contemporary Danish newswire articles published between 2010 and 2019 | 21.67M | [CC-BY-SA 4.0] | | [adl] | Danish literature from 1700-2023 from the Archive for Danish Literature (ADL) | 58.49M | [CC-0] | | [hest] | Samples from the Danish debate forum www.heste-nettet.dk | 389.33M | [CC-0] | | [skat] | Skat is the Danish tax authority. This dataset contains content from its website skat.dk | 122.12M | [CC-0] | | [dannet] | [DanNet](https://cst.ku.dk/projekter/dannet) is a Danish WordNet | 1.52M | [DanNet 1.0 License] | | [retspraksis] | Case law or judical practice in Denmark derived from [Retspraksis](https://da.wikipedia.org/wiki/Retspraksis) | 57.08M | [CC-0] | | [wikibooks] | The Danish Subsection of [Wikibooks](https://www.wikibooks.org) | 6.24M | [CC-0] | | [jvj] | The works of the Danish author and poet, [Johannes V. Jensen](https://da.wikipedia.org/wiki/Johannes_V._Jensen) | 3.55M | [CC-BY-SA 4.0] | | [gutenberg] | The Danish subsection from Project [Gutenberg](https://www.gutenberg.org) | 6.76M | [Gutenberg License] | | [botxt] | The Bornholmsk Ordbog Dictionary Projec | 847.97K | [CC-0] | | [depbank] | The Danish subsection of the [Universal Dependencies Treebank](https://github.com/UniversalDependencies/UD_Danish-DDT) | 185.45K | [CC-BY-SA 4.0] | | [naat] | Danish speeches from 1930-2022 | 286.68K | [CC-0] | | [synne] | Dataset collected from [synnejysk forening's website](https://www.synnejysk.dk), covering the Danish dialect sønderjysk | 52.51K | [CC-0] | | [wiki] | The Danish subsection of [wikipedia](https://en.wikipedia.org/wiki/Main_Page) | 122.00M | [CC-0] | | [nordjyllandnews] | Articles from the Danish Newspaper [TV2 Nord](https://www.tv2nord.dk) | 37.91M | [CC-0] | | [relig] | Danish religious text from the 1700-2022 | 1.24M | [CC-0] | | **Total** | | 1.84B | | [lexdk]: data/lexdk/lexdk.md [opensubtitles]: data/opensubtitles/opensubtitles.md [retsinformationdk]: data/retsinformationdk/retsinformationdk.md [ep]: data/ep/ep.md [ft]: data/ft/ft.md [wikisource]: data/wikisource/wikisource.md [spont]: data/spont/spont.md [tv2r]: data/tv2r/tv2r.md [adl]: data/adl/adl.md [hest]: data/hest/hest.md [skat]: data/skat/skat.md [dannet]: data/dannet/dannet.md [retspraksis]: data/retspraksis/retspraksis.md [wikibooks]: data/wikibooks/wikibooks.md [jvj]: data/jvj/jvj.md [gutenberg]: data/gutenberg/gutenberg.md [botxt]: data/botxt/botxt.md [depbank]: data/depbank/depbank.md [naat]: data/naat/naat.md [synne]: data/synne/synne.md [wiki]: data/wiki/wiki.md [nordjyllandnews]: data/nordjyllandnews/nordjyllandnews.md [relig]: data/relig/relig.md [CC-0]: https://creativecommons.org/publicdomain/zero/1.0/legalcode.en [CC-BY-SA 4.0]: https://creativecommons.org/licenses/by-sa/4.0/deed.en [Danish Copyright Law]: ./data/retsinformationdk/retsinformationdk.md#license-information [DanNet 1.0 License]: ./data/dannet/dannet.md#license-information [Gutenberg License]: ./data/gutenberg/gutenberg.md#license-information You can learn more about each dataset by pressing ### Dataset Statistics ## Additional Information ### Contributing to the dataset We welcome contributions to the dataset such as new sources, better data filtering and so on. To get started on contributing please see [the contribution guidelines](CONTRIBUTING.md) ### Citation Information This version expand upon existing dataset sources such as the [Danish gigaword](https://huggingface.co/danish-foundation-models). We recommend that you cite the source of the dataset when using these datasets. ### Disclaimer We do not own any of the text from which the data has been extracted. We only offer files that we believe we are free to redistribute. If any doubt occurs about the legality of any of our file downloads we will take them off right away after [contacting us](https://huggingface.co/datasets/danish-foundation-models/danish-dynaword/discussions/new). ### Notice and take down policy Notice: Should you consider that our data contains material that is owned by you and should therefore not be reproduced here, please: - Clearly identify yourself, with detailed contact data such as an address, telephone number or email address at which you can be contacted. - Clearly identify the copyrighted work claimed to be infringed. - Clearly identify the material that is claimed to be infringing and information reasonably sufficient to allow us to locate the material. You can contact us through [this channel](https://huggingface.co/datasets/danish-foundation-models/danish-dynaword/discussions/new). Take down: We will comply to legitimate requests by removing the affected sources from the next release of the corpus. ---

A Danish Foundation Models dataset