The English Crowdsourcing Project (L2 speakers)

The English Crowdsourcing Project (L2) contains word recognition times for 61,851 English words in a Y/N vocabulary recognition task.

Authors:  Marc Brysbaert,  Emmanuel Keuleers,  Pawel Mandera
Updated:  2020-05-18
Source:  http://crr.ugent.be/programs-data/lexicon-projects
Keywords:  word-prevalence,  word-frequency,  word-knowledge,  crowdsourcing,  language-acquisition,  vocabulary

The French Lexicon Project

The French Lexicon Project contains lexical decision times for over 38,000 French words.

Authors:  Ludovic Ferrand,  Boris New,  Marc Brysbaert,  Emmanuel Keuleers,  Patrick Bonin,  Alain Meot,  Maria Augustinova,  Christophe Pallier
Updated:  2020-02-03
Source:  https://osf.io/f8kc4/
Keywords:  lexicon,  vocabulary,  French,  word-frequency,  word-recognition

The English Crowdsourcing Project (L1 Speakers)

The English Crowdsourcing Project (L1 speakers) contains word recognition times for 61,851 English words in a Y/N vocabulary recognition task.

Authors:  Pawel Mandera,  Emmanuel Keuleers,  Marc Brysbaert
Updated:  2019-07-31
Source:  http://crr.ugent.be/programs-data/lexicon-projects
Keywords:  word-recognition,  lexical-decision,  crowdsourcing

The Dutch Crowdsourcing Project

The Dutch Crowdsourcing Project contains word recognition times for 54,319 Dutch words in a Y/N vocabulary recognition task.

Authors:  Marc Brysbaert,  Emmanuel Keuleers,  Pawel Mandera
Updated:  2019-07-17
Source:  http://crr.ugent.be/programs-data/lexicon-projects
Keywords:  lexicon,  Dutch,  word-recognition,  psycholinguistic

The Spanish Crowdsourcing Project SPALEX

The Spanish Crowdsourcing Project SPALEX contains word recognition times for 45,389 Spanish words in a Y/N vocabulary recognition task.

Authors:  Jose Armando Aguasvivas,  Manuel Carreiras,  Marc Brysbaert,  Pawel Mandera,  Emmanuel Keuleers,  Jon Andoni Dunabeitia
Updated:  2018-11-12
Source:  http://crr.ugent.be/programs-data/lexicon-projects
Keywords:  lexical-decision,  vocabulary,  Spanish,  megastudy

Age of Acquisition Ratings

We collected age-of-acquisition (AoA) ratings for 30,121 English content words (nouns, verbs, and adjectives).

Authors:  Marc Brysbaert,  Hans Stadthagen-Gonzalez,  Victor Kuperman
Updated:  2017-11-24
Source:  http://crr.ugent.be/archives/806
Keywords:  lexicon,  word-recognition,  age-of-acquisition,  linguistics

Dutch Age-of-Acquisition and Concreteness Ratings

We have collected age-of-acquisition norms and concreteness norms for 30,000 Dutch words.

Authors:  Marc Brysbaert,  Michaël Stevens,  Simon De Deyne,  Wouter Voorspoels,  and Gert Storms
Updated:  2014-04-23
Source:  http://crr.ugent.be/archives/1602
Keywords:  Dutch,  word-recognition,  concreteness,  age-of-acquisition,  lexicon

English Concreteness Ratings

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.

Authors:  Marc Brysbaert,  Victor Kuperman,  and Amy Beth Warriner
Updated:  2013-09-15
Source:  http://crr.ugent.be/archives/1330
Keywords:  word-recognition,  linguistics,  concreteness,  psycholinguistics

Warriner English Affective Ratings

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.

Authors:  Marc Brysbaert,  Victor Kuperman,  and Amy Warriner
Updated:  2013-01-05
Source:  http://crr.ugent.be/archives/1003
Keywords:  semantics,  crowdsourcing,  word-frequency,  English,  emotion

British Lexicon Project

Database of lexical decision times for approximately 14,000 English words and nonwords responded to by British participants.

Authors:  Emmanuel Keuleers,  Paula Lacey,  Kathleen Rastle,  Marc Brysbaert
Updated:  2012-01-01
Source:  http://crr.ugent.be/blp
Keywords:  text-database,  lexicon,  behavioural-perception,  visual-word-recognition,  lexical-decision,  megastudy,  virtual-experiment,  english