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​​​This study examines virtual public reactions on X regarding BRICS expansion to include three Arab countries: Egypt, Saudi Arabia, and the United Arab Emirates. It uses a deep learning approach for sentiment analysis to understand reactions expressed by individuals in the 22 Arab League countries. The study aims to understand public opinion towards this expansion and assess how it was received at the bottom-internal level. Given the difficulty of measuring public opinion in non-democratic contexts, the study tracks public reaction to the expansion on X. Tweets from August 24, 2023, to January 7, 2024, are analyzed. The methodology involves collecting a large dataset of tweets, cleansing and tokenizing the data, and attributing sentiment scores using specialized Arabic text-processing tools. The results are presented through data visualization and machine learning models, ensuring a comprehensive analysis while addressing ethical considerations. The findings indicate that public sentiment is predominantly neutral (38.91%), compared to positive (31.72%) and negative (30.09%). This highlight concerns about education, political disengagement, and the technical limitations of applying a data science approach to political science research. It also suggests the inherent challenges of using this method to reflect internalization or engagement in the way surveys and referenda can.​

​This study discusses several hypotheses proposed by political culture literature, especially those that adopt a structural approach to understanding the relationship of social structures and institutions to actors, and the values generated by the nature of this relationship that inspire political action. The paper posits that research into the pattern of political culture arising from the relationship between social structures and actors is not limited to studying this direct relationship, but rather requires an examination of intermediary factors. Hence, the study outlines a supportive conceptual interpretive framework, through Pierre Bourdieu's Social Theory. It begins by reviewing the concepts discussed by Bourdieu to explain the relationship between social structures and actors. The second section presents a comparative analysis of concepts taken from political culture and those of Bourdieu that explain the emergence of political culture through the reciprocal relationship between social structures and actors. The third examines the outcomes of this comparison in light of the 2007 Palestinian political division.

​​​AI technologies are drawing increasing attention among international relations (IR) scholars. Ingvild Bode reviews this literature through considering, in particular, the extent to which such literature continues to use or expand on well-traded analytical frameworks. She finds that scholarship on AI in IR can look back at a longer-than-expected trajectory and centres on four key themes: the balance of power; disinformation; governance; and ethics. Much of this literature works with well-established IR conceptualisations, while studies across three emerging themes – (re)conceptualising technology, beyond the AI arms race, and unpacking relevant actors – push and expand established disciplinary frameworks​.​​