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As migration impacts virtually all aspects of life, it continues to require attention across scientific disciplines. This study aims to bridge the gap between theoretical understanding and practical application by integrating network analysis and regression methodologies within Migration Studies. In the study we employ network analysis to elucidate migration patterns at various geographical scales-city, country, and global. Additionally, regression analysis is discussed on an exploratory level, where we focus\u00a0on the underlying factors driving migration, and identifying the\u00a0key independent variables to enhance predictive accuracy. The study exposes distinct migration network structure and its\u00a0features, and the consequences these have on conventional regression analysis applications. 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