tab_similarity | R Documentation |
Tabulate cosine similarity/distance of word pairs.
tab_similarity(
data,
words = NULL,
pattern = NULL,
words1 = NULL,
words2 = NULL,
unique = FALSE,
distance = FALSE
)
data |
A |
words |
[Option 1] Character string(s). |
pattern |
[Option 2] Regular expression (see |
words1 , words2 |
[Option 3] Two sets of words for only n1 * n2 word pairs. See examples. |
unique |
Return unique word pairs ( |
distance |
Compute cosine distance instead?
Defaults to |
A data.table
of words, word pairs,
and their cosine similarity (cos_sim
)
or cosine distance (cos_dist
).
Download pre-trained word vectors data (.RData
):
https://psychbruce.github.io/WordVector_RData.pdf
cosine_similarity
pair_similarity
plot_similarity
most_similar
test_WEAT
test_RND
tab_similarity(demodata, cc("king, queen, man, woman"))
tab_similarity(demodata, cc("king, queen, man, woman"),
unique=TRUE)
tab_similarity(demodata, cc("Beijing, China, Tokyo, Japan"))
tab_similarity(demodata, cc("Beijing, China, Tokyo, Japan"),
unique=TRUE)
## only n1 * n2 word pairs across two sets of words
tab_similarity(demodata,
words1=cc("king, queen, King, Queen"),
words2=cc("man, woman"))
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