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A dataset that describes the experimental parameters, conditions (e.g., temperature, precursor concentration, reaction time) and results (size and dispersity) of a series of silica micro and nanoparticles synthesis using the Stöber method, with data extracted from literature works. The work is still in progress and the dataset file is a draft at the moment.