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. 2022 Jul 8;8(27):eabm1883. doi: 10.1126/sciadv.abm1883

Fig. 1. Comparison of text-based and free association–based approaches to the semantics of risk.

Fig. 1.

Left column shows the 10 words with the highest cosine similarity to the word “risk” based on the fastText pretrained Word2Vec representation from Mikolov et al. (23). Right column shows the 10 most frequent associations in the English Small World of Words (SWOW) free association database from De Deyne et al. (24). The words’ size reflects cosine and retrieval frequency, respectively. The words’ color reflects sentiment based on the SentiWordNet sentiment dictionary (57).