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Dataset Card
This dataset contains 100 manually annotated narratives of climate change appearing in the USA news. Apart from the narrative frames annotation, we include their narrative components, as well as generic frames, political leaning and outlet.
Dataset Details
Please refer to our paper and other resources for the details of annotation, taxonomy, model performance on the dataset etc:
- Paper [to appear in ACL 2025 Findings]: https://arxiv.org/pdf/2506.00737
- Repository: https://github.com/julia-nixie/narratives
- Demo: https://julia-nixie.github.io/narratives
Dataset Structure
The dataset has the following fields (please refer to our paper for the lists of possible values and their descriptions):
NARRATIVE: the overall narrative frame of the article
HERO: the main hero of the narrative
VILLAIN: the main villain of the narrative
VICTIM: the main victim of the narrative
FOCUS: who (hero, villain, or victim) the narrative is focusing on
CONFLICT: shows if the narrative fuels a particular conflict or problem (such as climate change), fuels its resolution, or prevents either conflict or resolution
STORY: shows if the narrative is individualistic, hierarchical, or egalitarian
ARTICLE: full text of the article
outlet: the outlet of the article
leaning: the political leaning of the outlet
CO: if the article has the generic "Conflict" frame
RE: if the article has the generic "Resolution" frame
HI: if the article has the generic "Human Interest" frame
EC: if the article has the generic "Economic" frame
MO: if the article has the generic "Morality" frame
Citation
Please cite our paper if you use the dataset:
BibTeX:
@article{otmakhova2025narrative, title={Narrative Media Framing in Political Discourse}, author={Otmakhova, Yulia and Frermann, Lea}, journal={arXiv preprint arXiv:2506.00737}, year={2025} }
Dataset Card Contact
Please contact us at [email protected] if you have any questions regarding the dataset.