Datasets:
Tasks:
Text Generation
Formats:
parquet
Sub-tasks:
language-modeling
Languages:
Danish
Size:
1M - 10M
License:
| license: other | |
| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: 'data/*/*.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 | |
| <!-- | |
| readme structure is inspired by: | |
| https://github.com/huggingface/datasets/blob/main/templates/README_guide.md --> | |
| # 🧨 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) | |
| - [Additional Information](#additional-information) | |
| - [Contributing to the dataset](#contributing-to-the-dataset) | |
| - [Citation Information](#citation-information) | |
| ## Dataset Description | |
| <!-- START-DESC-STATS --> | |
| - **Language**: dan, dansk, Danish | |
| - **Number of samples**: 546.77K | |
| - **Number of tokens (Llama 3)**: 1.57B | |
| - **Average document length (characters)**: 8461.25 | |
| <!-- END-DESC-STATS --> | |
| ### 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 | |
| <!-- START-SAMPLE --> | |
| <!-- END-SAMPLE --> | |
| ```py | |
| { | |
| "text": "SAMLEDE VÆRKER\n\nJEPPE AAKJÆR GYLDENDALSKE BOGHANDEL...", | |
| "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. | |
| <!-- START-MAIN TABLE --> | |
| | Source | Description | N. Tokens | License | | |
| | :------------------ | :--------------------------------------------------------------------------------------------------------------------------- | :-------- | :--------------------- | | |
| | [retsinformationdk] | [retsinformation.dk](https://www.retsinformation.dk) (legal-information.dk) the official legal information system of Denmark | 516.54M | [Danish Copyright Law] | | |
| | [hest] | Samples from the Danish debate forum www.heste-nettet.dk | 389.33M | [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] | | |
| | [ep] | The Danish subsection of [Europarl](https://aclanthology.org/2005.mtsummit-papers.11/) | 100.89M | [CC-0] | | |
| | [gutenberg] | The Danish subsection from Project [Gutenberg](https://www.gutenberg.org) | 6.76M | [Gutenberg License] | | |
| | [depbank] | The Danish subsection of the [Universal Dependencies Treebank](https://github.com/UniversalDependencies/UD_Danish-DDT) | 185.45K | [CC-BY-SA 4.0] | | |
| | [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] | | |
| | [wikisource] | The Danish subsection of [Wikisource](https://en.wikisource.org/wiki/Main_Page) | 5.34M | [CC-0] | | |
| | [wiki] | The Danish subsection of [wikipeadia](https://en.wikipedia.org/wiki/Main_Page) | 122.00M | [CC-0] | | |
| | [wikibooks] | The Danish Subsection of [Wikibooks](https://www.wikibooks.org) | 6.24M | [CC-0] | | |
| | [nordjyllandnews] | Articles from the Danish Newspaper [TV2 Nord](https://www.tv2nord.dk) | 37.91M | [CC-0] | | |
| | [adl] | Danish literature from 1700-2023 from the Archive for Danish Literature (ADL) | 58.49M | [CC-0] | | |
| | [retspraksis] | Case law or judical practice in Denmark derived from [Retspraksis](https://da.wikipedia.org/wiki/Retspraksis) | 57.08M | [CC-0] | | |
| | [relig] | Danish religious text from the 1700-2022 | 1.24M | [CC-0] | | |
| | [dannet] | [DanNet](https://cst.ku.dk/projekter/dannet) is a Danish WordNet | 1.52M | [DanNet 1.0 License] | | |
| | [synne] | Dataset collected from [synnejysk forening's website](https://www.synnejysk.dk), covering the Danish dialect sønderjysk | 52.51K | [CC-0] | | |
| | [naat] | A dataset of Danish speeches from 1930-2022 | 286.68K | [CC-0] | | |
| | [botxt] | The Bornholmsk Ordbog Dictionary Projec | 847.97K | [CC-0] | | |
| | [ft] | This dataset consists of records from all meetings of The Danish parliament (Folketinget) in the parliament hall | 114.09M | [CC-0] | | |
| | [skat] | Skat is the Danish tax authority. This dataset contains content from its website skat.dk | 122.12M | [CC-0] | | |
| | **Total** | | 1.57B | | | |
| [retsinformationdk]: data/retsinformationdk/retsinformationdk.md | |
| [hest]: data/hest/hest.md | |
| [spont]: data/spont/spont.md | |
| [tv2r]: data/tv2r/tv2r.md | |
| [ep]: data/ep/ep.md | |
| [gutenberg]: data/gutenberg/gutenberg.md | |
| [depbank]: data/depbank/depbank.md | |
| [jvj]: data/jvj/jvj.md | |
| [wikisource]: data/wikisource/wikisource.md | |
| [wiki]: data/wiki/wiki.md | |
| [wikibooks]: data/wikibooks/wikibooks.md | |
| [nordjyllandnews]: data/nordjyllandnews/nordjyllandnews.md | |
| [adl]: data/adl/adl.md | |
| [retspraksis]: data/retspraksis/retspraksis.md | |
| [relig]: data/relig/relig.md | |
| [dannet]: data/dannet/dannet.md | |
| [synne]: data/synne/synne.md | |
| [naat]: data/naat/naat.md | |
| [botxt]: data/botxt/botxt.md | |
| [ft]: data/ft/ft.md | |
| [skat]: data/skat/skat.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 | |
| [Gutenberg License]: ./data/gutenberg/gutenberg.md#license-information | |
| [DanNet 1.0 License]: ./data/dannet/dannet.md#license-information | |
| <!-- END-MAIN TABLE --> | |
| ## 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. | |
| --- | |
| <h3 style="display: flex; align-items: center;"> | |
| <a href="https://www.foundationmodels.dk"> | |
| <img src="./docs/icon.png" width="30" style="margin-right: 10px;" /> | |
| </a> | |
| A <a href=https://www.foundationmodels.dk>Danish Foundation Models</a> dataset | |
| </h3> |