The architecture of public discourse has been profoundly reshaped by social media platforms, which mediate interactions at an unprecedented scale and complexity. This study analyzes user behavior across six platforms over 33 years, exploring how the size of conversations and communities influences dialogue dynamics. Our findings reveal that smaller platforms foster richer, more sustained interactions, while larger platforms drive broader but shorter participation. Moreover, we observe that the propensity for users to reengage in a conversation decreases as community size grows, with niche environments as a notable exception, where participation remains robust. These findings show an interdependence between platform architecture, user engagement, and community dynamics, shedding light on how digital ecosystems shape the structure and quality of public discourse.

From niche to mainstream. Community size and engagement in social media conversations / Nudo, J.; Cinelli, M.; Baronchelli, A.; Quattrociocchi, W.. - In: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. - ISSN 2329-924X. - (2025), pp. 1-8. [10.1109/TCSS.2025.3604221]

From niche to mainstream. Community size and engagement in social media conversations

Nudo J.
Primo
;
Cinelli M.
Secondo
;
Baronchelli A.
Penultimo
;
Quattrociocchi W.
Ultimo
2025

Abstract

The architecture of public discourse has been profoundly reshaped by social media platforms, which mediate interactions at an unprecedented scale and complexity. This study analyzes user behavior across six platforms over 33 years, exploring how the size of conversations and communities influences dialogue dynamics. Our findings reveal that smaller platforms foster richer, more sustained interactions, while larger platforms drive broader but shorter participation. Moreover, we observe that the propensity for users to reengage in a conversation decreases as community size grows, with niche environments as a notable exception, where participation remains robust. These findings show an interdependence between platform architecture, user engagement, and community dynamics, shedding light on how digital ecosystems shape the structure and quality of public discourse.
2025
social networking (online); oral communication; message systems; blogs; shape; heuristic algorithms; context; vaccines; solids; resilience; attention economy; social computing; social media
01 Pubblicazione su rivista::01a Articolo in rivista
From niche to mainstream. Community size and engagement in social media conversations / Nudo, J.; Cinelli, M.; Baronchelli, A.; Quattrociocchi, W.. - In: IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. - ISSN 2329-924X. - (2025), pp. 1-8. [10.1109/TCSS.2025.3604221]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1758432
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