The data set comprises various norms for Dutch adjectives. The norms include the lexicosemantic variables age of acquisition, familiarity, concreteness, and imageability; the affective variables valence, arousal, and dominance; and a variety of distributional variables, including network statistics resulting from a large-scale word association study. The stimuli were selected from Berrian (1979), DeDeyne (2014), and Loon-Vervoorn (1985). The CELEX frequency norms are taken from Baayen (1993). The SUBTLEX frequency norms are based on Keuleers (2010). The variables in-strength and betweenness were taken from the Small World of Words project (https://smallworldofwords.org/), see DeDeyne (2019).