Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
entity-linking-classification
Languages:
German
Size:
100K - 1M
License:
| annotations_creators: [] | |
| language: | |
| - de | |
| language_creators: | |
| - expert-generated | |
| license: | |
| - cc0-1.0 | |
| multilinguality: | |
| - monolingual | |
| pretty_name: Bundestag-v2 | |
| size_categories: | |
| - 100K<n<1M | |
| source_datasets: [] | |
| tags: ['Bundestag', 'ParlSpeech'] | |
| task_categories: | |
| - text-classification | |
| task_ids: | |
| - entity-linking-classification | |
| # Dataset Card for Bundestag-v2 | |
| ## Table of Contents | |
| - [Table of Contents](#table-of-contents) | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks](#supported-tasks) | |
| - [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) | |
| - [Source Data](#source-data) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - Homepage: https://doi.org/10.7910/DVN/L4OAKN | |
| ### Dataset Summary | |
| This dataset was generated from the [ParlSpeech V2](https://doi.org/10.7910/DVN/L4OAKN) dataset. It contains speeches from the german parliament from 1990 until 2020 labelled with the party of the speaker. | |
| ### Supported Tasks | |
| Text Classification | |
| ### Languages | |
| German | |
| ## Dataset Structure | |
| ### Data Fields | |
| - text: Transcript of the speech in german | |
| - party: Party of the speaker | |
| ### Data Splits | |
| - train | |
| - validation | |
| - test | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| Created to train a language model, which is able to classify speeches by party. | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| - [ParlSpeech V2](https://doi.org/10.7910/DVN/L4OAKN) | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| These are political speeches, therefor the content can be controversial and potentially harmful. | |
| ## Additional Information | |
| ### Licensing Information | |
| [CCO 1.0](http://creativecommons.org/publicdomain/zero/1.0) | |
| ### Citation Information | |
| Bibtex entry: | |
| ``` | |
| @data{DVN/L4OAKN_2020, | |
| author = {Rauh, Christian and Schwalbach, Jan}, | |
| publisher = {Harvard Dataverse}, | |
| title = {{The ParlSpeech V2 data set: Full-text corpora of 6.3 million parliamentary speeches in the key legislative chambers of nine representative democracies}}, | |
| year = {2020}, | |
| version = {V1}, | |
| doi = {10.7910/DVN/L4OAKN}, | |
| url = {https://doi.org/10.7910/DVN/L4OAKN} | |
| } | |
| ``` |