This article presents the Linguistic Annotated Bibliography (LAB) as a searchable Web portal to quickly and easily access reliable database norms, related programs, and variable calculations. These publications were coded by language, number of stimuli, stimuli type (i.e., words, pictures, symbols), keywords (i.e., frequency, semantics, valence), and other useful information. This tool not only allows researchers to search for the specific type of stimuli needed for experiments but also permits the exploration of publication trends across 100 years of research. Details about the portal creation and use are outlined, as well as various analyses of change in publication rates and keywords. In general, advances in computational power have allowed for the increase in dataset size in the recent decades, in addition to an increase in the number of linguistic variables provided in each publication.Keywords Database · Stimuli · Online portal · Megastudy · Trends Advances in computational ability and the Internet have propelled research into an era of "big data" that has interesting implications for the field of psycholinguistics, as well as other experimental areas that use normed stimuli for their research. Traditionally, stimuli used for experimental psycholinguistics research were first normed through small inhouse pilot studies, which were then used in many subsequent projects. While economic, the results from these stu dies could be potentially misleading, as the results may be due to the stimuli, rather than experimental manipulation. Small individual lab norming projects may be tied to a lack of funding, time, computational power, or even interest in studying phenomena at the stimuli level. Now, we have the capability to collect, analyze, and publish large datasets for research into memory models (