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The purpose of this study is to reveal the differences both in research output and research preferences of the G20 countries.The research outputs of the nineteen G20 countries (excluding the European Union) are measured based on their publications indexed in Web of Science.The research preferences of the G20 countries were studied by comparing their research output in each research subject.Clustering method was then employed to classify the countries according to their research preferences.Nineteen countries are classified into four clusters.Countries assigned to the same cluster are similar in distribution of research subjects.In the end, by VOSviewer, we showed the research pattern of each cluster.For example, USA in Cluster A is characterized by the emphasis on medical sciences and China in Cluster C is characterized by paying more attention to physical sciences.
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Stored only when both papers are in the corpus — 13 citations exist upstream.
Papers that cite the same references — the relational fallback while embeddings are still backfilling.
Imported from OpenAlex (CC0) — nothing here is generated.