•    Implementation of untargeted LC-MS to study workplace chemical exposures.
•    Shared chemical signatures between similar-purpose buildings.
•    Differential chemical signatures based on surface material and location.
•    Annotated molecules include pharmaceuticals, food chemicals, and cleaning products.
•    Approach reveals shaping of workplace chemical environment by employee behavior.


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