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cs.SI2025
Population-Scale Network Embeddings Expose Educational Divides in Network Structure Related to Right-Wing Populist Voting
Malte Lüken, Javier Garcia-Bernardo, Sreeparna Deb +2
Administrative registry data can be used to construct population-scale networks whose ties reflect shared social contexts between persons. With machine learning, such networks can…
cs.SI2025
Beyond Parents? Prediction Gaps in University Completion Using Population-Scale Networks and Flexible Machine Learning
Javier Garcia-Bernardo, Eva Jaspers, Weverthon Machado +2
How predictable is children's educational attainment from the wider social contexts in which they grow up, once parental background is known? Sociological research places household…