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There are two types of curated data in the Wolfram Language, the classic "paclet" functions like ChemicalData and the EntityValue Knowledgebase functions like StarData, and only the former supports the "Preload" mechanism. If the first item in the ref 'details' section of the ref pages says The specified "name" in XXXXData can be an Entity, EntityClass, or ...


You used to be able to Preload paclet data PacletName["All", "Preload"] For e.g. chemical data you'd type: ChemicalData["All", "Preload"] See also this support article I've heard rumors (but haven't tried it myself) that in v10 this doesn't work anymore.

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