README.md

---
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

```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 -->
<!-- END-MAIN TABLE -->

| Source              | License              |
| ------------------- | -------------------- |
| [adl]               | [CC-0]               |
| [botxt]             | [CC-0]               |
| [dannet]            | [dannet license]     |
| [depbank]           | [CC-BY-SA 4.0]       |
| [ep]                | [CC-0]               |
| [ft]                | [CC-0]               |
| [gutenberg]         | [gutenberg license]  |
| [hest]              | [CC-0]               |
| [jvj]               | [CC-BY-SA 4.0]       |
| [naat]              | [CC-0]               |
| [nordjyllandnews]   | [CC-0]               |
| [relig]             | [CC-0]               |
| [retsinformationdk] | [Other (Danish Law)] |
| [retspraksis]       | [CC-0]               |
| [skat]              | [CC-0]               |
| [spont]             | [CC-0]               |
| [synne]             | [CC-0]               |
| [tv2r]              | [Custom, CC-BY 4.0]  |
| [wiki]              | [CC-0]               |
| [wikibooks]         | [CC-0]               |
| [wikisource]        | [CC-0]               |

[adl]: data/adl/adl.md
[botxt]: data/botxt/botxt.md
[dannet]: data/dannet/dannet.md            
[depbank]: data/depbank/depbank.md
[ep]: data/ep/ep.md
[ft]: data/ft/ft.md
[gutenberg]: data/gutenberg/gutenberg.md         
[hest]: data/hest/hest.md
[jvj]: data/jvj/jvj.md               
[naat]: data/naat/naat.md
[nordjyllandnews]: data/nordjyllandnews/nordjyllandnews.md
[relig]: data/relig/relig.md
[retsinformationdk]: data/retsinformationdk/retsinformationdk.md 
[retspraksis]: data/retspraksis/retspraksis.md
[skat]: data/skat/skat.md
[spont]: data/spont/spont.md
[synne]: data/synne/synne.md
[tv2r]: data/tv2r/tv2r.md              
[wiki]: data/wiki/wiki.md
[wikibooks]: data/wikibooks/wikibooks.md
[wikisource]: data/wikisource/wikisource.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
[Custom, CC-BY 4.0]: https://huggingface.co/datasets/danish-foundation-models/danish-gigaword-2/blob/main/data/tv2r/tv2r.md#license-information
[gutenberg license]: https://www.gutenberg.org/policy/license.html  
[dannet license]: https://cst.ku.dk/projekter/dannet/license.txt
[Other (Danish Law)]: https://huggingface.co/datasets/danish-foundation-models/danish-gigaword-2/blob/main/data/retsinformationdk/retsinformationdk.md#license-information



## 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&nbsp;<a href=https://www.foundationmodels.dk>Danish Foundation Models</a>&nbsp;dataset
</h3>