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ZENODO
Preprint . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Preprint . 2025
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2025
License: CC BY
Data sources: Datacite
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OSINT in Action: Comparative Study of OSINT Tools for Social Media and Network Intelligence

descriptionPublicationkeyboard_double_arrow_right Preprint 21 Aug 2025 English Publisher:Zenodo
Authors: Bhutto, Ali Murtaza;

doi: 10.5281/zenodo.16921792 , 10.5281/zenodo.16921791

OSINT in Action: Comparative Study of OSINT Tools for Social Media and Network Intelligence

Abstract

This supervised and graded report evaluates OSINT tools for social media and network intelligence. Contributions include study design, development of Python/Selenium data-collection scripts, comparative metrics, and analysis. Artifacts include datasets, scripts, and benchmark tables. Preprint prepared for wider dissemination.

Related Organizations
Keywords

Cybersecurity, Tools Evaluation, Cyber Threat Intelligence, OSINT, Social Media

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    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).
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    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
Green