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murrayds / sci-mobility-emb

Embedding of scientific mobility across institutions, cities, regions, and countries
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Draft Results and Discussion sections #53

Closed murrayds closed 4 years ago

murrayds commented 4 years ago

Write a draft for the results and discussion sections. These are partially waiting on final confirmation of a) figures, b) the narrative, and c) the math. However, I think a combined Results & Discussion section with the following general structure makes the most sense:

  1. Our embedding performs well, as assessed with our gravity model.
  2. It likely performs well because of all the math we show here...
  3. Here, we show three examples of how this embedding-derived proximity is useful a. Multi-scale descriptive analysis with UMAP projections b. Can be used to cluster organizations and identify latent structure at multiple scales c. Embeddings allow for unique analyses, such as defining axes
murrayds commented 4 years ago

A first draft of the results section seems to be satisfied by #72 , #70 , and #69

I am calling this issue satisfied.