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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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Artifacts for "Reviewing War: Unconventional User Reviews as a Side Channel to Circumvent Information Controls"

Authors: Moreno, José Miguel; Pastrana, Sergio; Reelfs, Jens Helge; Vallina, Pelayo; Zannettou, Savvas; Panchenko, Andriy; Smaragdakis, Georgios; +3 Authors

Artifacts for "Reviewing War: Unconventional User Reviews as a Side Channel to Circumvent Information Controls"

Abstract

List of keywords used to build the text classifier for the paper Reviewing War: Unconventional User Reviews as a Side Channel to Circumvent Information Controls. For more information on how these keywords were obtained, see the "Data Labeling" section of this paper. The provided CSV file contains 3 columns: "keyword": Lowercased keyword in either English, Russian, Ukranian or Polish. "weight": Score indicating the keyword's war-related affinity, with 3 being the most related. Negative weights are used to correct for exceptions in our classifier. "topic": Subject of the keyword used for topic analysis.

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    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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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