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Dataset . 2026
License: CC BY NC
Data sources: Datacite
ZENODO
Dataset . 2026
License: CC BY NC
Data sources: Datacite
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Diverse Narratives and International Perspectives on the Russo-Ukrainian Offensive (DNIPRO)

A Longitudinal, Multinational, and Multilingual Corpus of News Coverage of the Russo-Ukrainian War
Authors: Mohanty, Dikshya; Sabadyn, Taisiia; Rodrigues, Jelwin; Wang, Chenlu; Kalugade, Abhishek; Banerjee, Ritwik;

Diverse Narratives and International Perspectives on the Russo-Ukrainian Offensive (DNIPRO)

Abstract

DNIPRO is a longitudinal corpus of 246,229 news articles documenting the Russo-Ukrainian war from February 2022 to August 2024. The dataset captures competing geopolitical narratives from 11 media outlets across five nation-states (Russia, Ukraine, U.S., U.K., China) in three languages (English, Russian, Mandarin Chinese). The corpus includes comprehensive metadata, named entity annotations, sentiment scores for key actors and events, and topical framing labels based on a nine-category schema. All annotations are validated by human annotators. The dataset is designed to support research in computational journalism, media framing analysis, information warfare studies, and cross-lingual narrative analysis. Note: Due to potential copyright restrictions, this release contains metadata and annotations only. Full article text must be retrieved via the provided URLs. All data collection complied with publishers' terms of service. For detailed methodology, see the accompanying preprint (arXiv:2601.16309), to be published at the Fifteenth biennial Language Resources and Evaluation Conference (LREC) 2026. Keywords: news corpus, media framing, Russo-Ukrainian war, multilingual, geopolitical narratives, information warfare, sentiment analysis, stance detection

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average