Meneame Media Bias Dataset
A Meneame dataset of 14,995 articles, 20,000 comments, 45,392 users, collected by Meneame Media Bias Team. Each record contains article title, text, bias labels, sentiment, emotion scores, karma features, user-outlet graph. Spanish social news aggregator dataset with media bias labels and rich interaction features. Suitable for media bias detection, sentiment analysis, social news dynamics, graph analysis.
Cite this dataset at
meneame.echo.directory
Analytics
The full graph has 49,606 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.
Topic 0
Topic 1
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Show all 22 topics
Topic 12
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Computed over the full corpus.
Record
- Catalog key
meneame- Authors
- Rodrigo-Ginés, Francisco-Javier; Carrillo-de-Albornoz, Jorge; Plaza, Laura
- Year
- 2026
- Source paper
- Meneame Media Bias Dataset: Interaction Features and Bias Labels
- DOI / arXiv
- 10.5281/zenodo.19182446
- License
- CC BY 4.0 (CC-BY-4.0)
- Records
- 14,995
- Nodes
- 49,606
- Edges
- 519,455
- Nodes are
- user / outlet
- Edges are
- submission
- Attributes
- nodes have no attributes; edges have attributes
- Text corpus
- article text
- Languages
- en, es
- Collected
- 2005-2021 (2000s, 2010s, 2020s)
- Tasks
- Text classification (binary;
bias_label) inferred
From the graph: link prediction, community detection - Region
- Spain · Europe (inferred: the platform is used mostly there)
Provenance
- Originally published at
- https://zenodo.org/records/19182446 link checked
- Hosted copy
- Mirrored on echo.directory on 2026-10-09, 41.8 MB across 8 files. Checksums in MANIFEST.json.
How to cite
BibTeX
@misc{echo2026,
title = {ECHO: Exploratory Compendium of Humanity Online},
author = {Switzer, Braden and Zafarani, Reza},
year = {2026},
url = {https://echo.directory},
note = {Syracuse University}
}
@misc{https://doi.org/10.5281/zenodo.19182446,
doi = {10.5281/ZENODO.19182446},
url = {https://zenodo.org/doi/10.5281/zenodo.19182446},
author = {Rodrigo-Ginés, Francisco-Javier and Carrillo-de-Albornoz, Jorge and Plaza, Laura},
keywords = {media bias, meneame, social news, NLP, user interactions, sentiment analysis, Spanish, disinformation},
language = {es},
title = {Meneame Media Bias Dataset: Interaction Features and Bias Labels},
publisher = {Zenodo},
year = {2026},
copyright = {Creative Commons Attribution 4.0 International}
} APA
Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory
Rodrigo-Ginés, F.-J., Carrillo-de-Albornoz, J., & Plaza, L. (2026). Meneame Media Bias Dataset [Data set]. https://doi.org/10.5281/zenodo.19182446
MLA
Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.
Rodrigo-Ginés, Francisco-Javier, et al. Meneame Media Bias Dataset. 2026, doi.org/10.5281/zenodo.19182446.