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aid-transparency

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chirindaopensource / who_connects_global_aid

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End-to-End Python replication of "Who Connects Global Aid?" (McCarthy et al., 2025). Uses bipartite network projection and Node2Vec embedding for analyzing 10M+ IATI transactions. Maps structural influence in global aid using HITS centrality, betweenness analysis, and UMAP visualization.

scikit-learn entity-resolution networkx graph-theory dimensionality-reduction gensim global-development iati network-analysis social-network-analysis numba graph-mining umap foreign-aid node2vec graph-embeddings development-economics centrality-measures bipartite-networks aid-transparency
  • Updated Dec 30, 2025
  • Jupyter Notebook

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