[en] Understanding historical chemical usage is crucial for assessing current and past impacts on human health and the environment and informing future regulatory decisions. However, past monitoring data is often limited in scope and number of chemicals, while suitable sample types are not always available for remeasurement. Data-driven cheminformatics methods on patent and literature data offer several opportunities to fill this gap. The chemical stripes were developed as an interactive, open source tool for visualising patent and literature trends over time, inspired by the global warming and biodiversity stripes. This paper details the underlying code and datasets behind the visualisation, with a major focus on the patent data sourced from PubChem, including patent origins, uses, and countries. Overall trends and specific examples are investigated in greater detail to explore both the promise and caveats that such data offers in assessing the trends and patterns of chemical patents over time and across different geographic regions. Despite a number of potential artefacts associated with patent data extraction, the integration of cheminformatics, statistical analysis, and data visualisation tools can help generate valuable insights that can both illuminate the chemical past and potentially serve towards an early warning system for the future.
Disciplines :
Physical, chemical, mathematical & earth Sciences: Multidisciplinary, general & others
FNR12341006 - Environmental Cheminformatics To Identify Unknown Chemicals And Their Effects, 2018 (01/10/2018-30/09/2023) - Emma Schymanski
Funders :
National Institutes of Health FNR - Luxembourg National Research Fund Institute for Advanced Studies, University of Luxembourg
Funding text :
DA, ELS and FdJM acknowledge funding support from the Luxembourg National Research Fund (FNR) for project A18/BM/12341006 (DA, ELS, FdJM) and the University of Luxembourg Institute for Advanced Studies (IAS) for the Audacity project “LuxTIME” (DA, ELS). The work of PAT was supported by the National Center for Biotechnology Information of the National Library of Medicine (NLM), National Institutes of Health