A network analysis of software mentions in 1.3 million papers identifies 520 tools in eight communities and shows disciplines maintain distinct, stable tool portfolios that are crystallizing toward common sets.
nature596(7873), 583–589 (2021)
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2representative citing papers
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The software space of science
A network analysis of software mentions in 1.3 million papers identifies 520 tools in eight communities and shows disciplines maintain distinct, stable tool portfolios that are crystallizing toward common sets.
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