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A cloud-hosted web-based software application, nmfMapping, for carrying out anonnegative matrix factorization of a set of powder diffraction or atomic pairdistribution function datasets is described. This app allows structurescientists to rapidly find trends in sets of related data such as from in situand operando diffraction experiments. The application is easy to use and doesnot require any programming expertise. It is available at the pdfitc.orgwebsite.

nmfMapping: a cloud-based web application for non-negative matrix factorization of powder diffraction and pair distribution function datasets