Datasets:
Tasks:
Text Classification
Multilinguality:
monolingual
Size Categories:
10K<n<100K
Language Creators:
crowdsourced
Annotations Creators:
expert-generated
Source Datasets:
original
License:
| annotations_creators: | |
| - expert-generated | |
| language_creators: | |
| - crowdsourced | |
| language: | |
| - ca | |
| - es | |
| license: | |
| - cc-by-nc-sa-4.0 | |
| multilinguality: | |
| - monolingual | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text-classification | |
| task_ids: [] | |
| paperswithcode_id: cic | |
| pretty_name: Catalonia Independence Corpus | |
| config_names: | |
| - catalan | |
| - spanish | |
| tags: | |
| - stance-detection | |
| dataset_info: | |
| - config_name: catalan | |
| features: | |
| - name: id_str | |
| dtype: string | |
| - name: TWEET | |
| dtype: string | |
| - name: LABEL | |
| dtype: | |
| class_label: | |
| names: | |
| '0': AGAINST | |
| '1': FAVOR | |
| '2': NEUTRAL | |
| splits: | |
| - name: train | |
| num_bytes: 1406242 | |
| num_examples: 6028 | |
| - name: test | |
| num_bytes: 469196 | |
| num_examples: 2010 | |
| - name: validation | |
| num_bytes: 473385 | |
| num_examples: 2010 | |
| download_size: 1638682 | |
| dataset_size: 2348823 | |
| - config_name: spanish | |
| features: | |
| - name: id_str | |
| dtype: string | |
| - name: TWEET | |
| dtype: string | |
| - name: LABEL | |
| dtype: | |
| class_label: | |
| names: | |
| '0': AGAINST | |
| '1': FAVOR | |
| '2': NEUTRAL | |
| splits: | |
| - name: train | |
| num_bytes: 1507380 | |
| num_examples: 6046 | |
| - name: test | |
| num_bytes: 501775 | |
| num_examples: 2016 | |
| - name: validation | |
| num_bytes: 505084 | |
| num_examples: 2015 | |
| download_size: 1760636 | |
| dataset_size: 2514239 | |
| configs: | |
| - config_name: catalan | |
| data_files: | |
| - split: train | |
| path: catalan/train-* | |
| - split: test | |
| path: catalan/test-* | |
| - split: validation | |
| path: catalan/validation-* | |
| default: true | |
| - config_name: spanish | |
| data_files: | |
| - split: train | |
| path: spanish/train-* | |
| - split: test | |
| path: spanish/test-* | |
| - split: validation | |
| path: spanish/validation-* | |
| # Dataset Card for Catalonia Independence Corpus | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [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) | |
| - [Annotations](#annotations) | |
| - [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://github.com/ixa-ehu/catalonia-independence-corpus | |
| - **Repository:** https://github.com/ixa-ehu/catalonia-independence-corpus | |
| - **Paper:** [Multilingual Stance Detection: The Catalonia Independence Corpus](https://www.aclweb.org/anthology/2020.lrec-1.171/) | |
| - **Leaderboard:** | |
| - **Point of Contact:** [Rodrigo Agerri](https://github.com/ragerri) (corpus creator) | |
| ### Dataset Summary | |
| This dataset contains two corpora in Spanish and Catalan that consist of annotated Twitter messages for automatic stance detection. The data was collected over 12 days during February and March of 2019 from tweets posted in Barcelona, and during September of 2018 from tweets posted in the town of Terrassa, Catalonia. | |
| Each corpus is annotated with three classes: AGAINST, FAVOR and NEUTRAL, which express the stance towards the target - independence of Catalonia. | |
| ### Supported Tasks and Leaderboards | |
| [More Information Needed] | |
| ### Languages | |
| Spanish and Catalan | |
| ## Dataset Structure | |
| ### Data Instances | |
| [More Information Needed] | |
| ### Data Fields | |
| [More Information Needed] | |
| ### Data Splits | |
| [More Information Needed] | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed] | |
| #### Who are the source language producers? | |
| [More Information Needed] | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed] | |
| #### Who are the annotators? | |
| [More Information Needed] | |
| ### Personal and Sensitive Information | |
| [More Information Needed] | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed] | |
| ### Discussion of Biases | |
| [More Information Needed] | |
| ### Other Known Limitations | |
| [More Information Needed] | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed] | |
| ### Licensing Information | |
| [More Information Needed] | |
| ### Citation Information | |
| [More Information Needed] | |
| ### Contributions | |
| Thanks to [@lewtun](https://github.com/lewtun) for adding this dataset. |