Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
sentiment-classification
Languages:
Danish
Size:
< 1K
License:
| annotations_creators: | |
| - expert-generated | |
| language_creators: | |
| - found | |
| language: | |
| - da | |
| license: | |
| - cc-by-4.0 | |
| multilinguality: | |
| - monolingual | |
| pretty_name: TwitterSent | |
| size_categories: | |
| - n<1K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - sentiment-classification | |
| # Dataset Card for DKHate | |
| ## Table of Contents | |
| - [Table of Contents](#table-of-contents) | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Repository**: https://github.com/fnielsen/lcc-sentiment | |
| - **Direct Download part 1**: https://raw.githubusercontent.com/fnielsen/lcc-sentiment/master/dan_mixed_2014_10K-sentences.csv | |
| - **Direct Download part 2**: https://raw.githubusercontent.com/fnielsen/lcc-sentiment/master/dan_newscrawl_2011_10K-sentences.csv | |
| ### Dataset Summary | |
| This dataset consists of Danish data from [the Leipzig Collection](https://www.aclweb.org/anthology/L06-1396/) that has been annotated for sentiment analysis by Finn Årup Nielsen. | |
| ### Supported Tasks and Leaderboards | |
| This dataset is suitable for sentiment analysis. | |
| ### Languages | |
| This dataset is in Danish. | |
| ## Dataset Structure | |
| ### Data Instances | |
| Every entry in the dataset has a document and an associated label. | |
| ### Data Fields | |
| An entry in the dataset consists of the following fields: | |
| - `text` (`str`): The text content. | |
| - `label` (`str`): The label of the `text`. Can be "positiv", "neutral" or "negativ" for positive, neutral and negative sentiment, respectively. | |
| ### Data Splits | |
| A `train` and `test` split is available, with the test split being 30% of the dataset, randomly sampled in a stratified fashion. There are 349 documents in the training split and 150 in the test split. | |
| ## Additional Information | |
| ### Dataset Curators | |
| The collection and annotation of the dataset is solely due to the Finn Årup Nielsen. It was originally annotated as a score between -5 and +5, but the labels in this version have been converted to a negative, neutral and positive label. | |
| ### Licensing Information | |
| The dataset is released under the CC BY 4.0 license. | |
| ### Citation Information | |
| ``` | |
| @misc{lcc, | |
| title={LCC}, | |
| author={Finn Årup Nielsen}, | |
| year={2016}, | |
| note={\url{https://github.com/fnielsen/lcc-sentiment}} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@saattrupdan](https://github.com/saattrupdan) for adding this dataset to the Hugging Face Hub. |