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From chambers to echo chambers: quantifying polarization with a second-neighbor approach applied to Twitter’s climate discussion

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Polarization dynamics reveal strong ideological separation between climate believers and skeptics.
Retweet patterns indicate minimal overlap between echo chambers, highlighting a bimodal structure of viewpoints.
The method effectively classifies over half the retweeting population based on ideological chamber alignment.
Echo chamber structures remain stable over time, contributing to persistent ideological polarization.

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This analysis reveals echo chambers and polarization dynamics in climate change discourse on X, indicating significant ideological patterns.

Kolic et al. (2025) studied this question.

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This analysis reveals echo chambers and polarization dynamics in climate change discourse on X, indicating significant ideological patterns.