Mapping the e-petition ecosystem through Social Media: mobilization in the EU across issues and ideologies

Authors

DOI:

https://doi.org/10.51685/jqd.2026.001

Keywords:

Online⠀Petitioning, Online⠀mobilization, Petitioning⠀Ecosystem, Petitions, Social Media

Abstract

We study petition-related mobilization on Social Media across issues and ideologies. Using calls to sign petitions on X in the seven most spoken EU languages, we build the first multi-platform, multi-language map of the e-petitioning ecosystem.  To ensure cross-language and cross-ideology comparability, we infer call for signatures’ issues using ManifestoBERTa and users' ideological orientation via Ideology Scaling methods calibrated using expert survey data. We classify active individuals into an ontology of mobilization types. Results show that e-petition activism is issue-specific and short-lived, with only a small portion of individuals engaging in sustained mobilization. We characterize differences in e-activism across the Left-Right spectrum, with Right-leaning users being most active on issues like political corruption and traditional morality, while environmental protection sees low engagement levels compared to its reach.

Author Biographies

  • Carlo Romano Marcello Alessandro Santagiustina, (a) Inria,France (b) Sciences Po médialab, France

    Carlo Santagiustina is a tenured faculty member (ISFP) at Inria and a researcher at the médialab of Sciences Po.  At the core of his work is the investigation of how digital infrastructures and online information ecosystems mediate the emergence and diffusion of public concerns and uncertainty, as well as the decentralized, algorithm-mediated coordination of online behavior.
    He earned a PhD in Economics from Ca’ Foscari University of Venice in 2018, with a dissertation that examined social media discussions about collective uncertainties and their impact on political uncertainty and financial markets.
    Before his current roles, Santagiustina served as a researcher at Sciences Po médialab for the SoMe4Dem project (2024–2025) and as an Assistant Professor at the Venice School of Management, Ca’ Foscari University (2022–2024). He also held research positions at the Venice International University, contributing to the MUHAI EU project (2020–2024).

  • Pedro Ramaciotti, (a) Complex Systems Institute of Paris Ile-de-France ISC-PIF CNRS (b) médialab Sciences Po, Paris (c) Learning Planet Institute, Learning Transitions, CY Cergy Paris University

    Pedro Ramaciotti is the CNRS Chair of AI in Social Sciences and Humanities, hosted at the Complex Systems Institute of Paris. He is also an Associated Researcher at the médialab, Sciences Po, and a Research Fellow at CRI/LPI of the Université de Paris. A Computational Social Scientist, his work lies at the intersection of mathematics, computer science, sociology, and political science. He leads the Formal Computational Socio-Politics Group.

    Previously, he was based at the Centre for European Studies and Comparative Politics (CEE) at Sciences Po. Prior to that, he worked at the Computer Science Department of Sorbonne Université (LIP6), within the Complex Networks Team. Earlier in his career, he was a Doctoral Fellow at the Centre de Mathématiques Appliquées (CMAP) at École Polytechnique, Université Paris-Saclay.

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Published

2026-01-31

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Articles

How to Cite

Santagiustina, C. R. M. A., & Ramaciotti, P. (2026). Mapping the e-petition ecosystem through Social Media: mobilization in the EU across issues and ideologies. Journal of Quantitative Description: Digital Media, 6. https://doi.org/10.51685/jqd.2026.001