We have collected concreteness ratings for 40 thousand English lemma words with Amazon Mechanical Turk. The ratings come from a larger list of 63 thousand words and represent all English words known to 85% of the raters. As such, the list can be used as a reference list for future word recognition in (American) English.
We have collected affective norms of valence, arousal, and dominance for 13,915 English words (lemmas). They are a complement of our age-of-acquisition ratings and subtitle word frequencies.
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