R Tools for Text Matrices, Embeddings, and Networks


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Documentation for package ‘text2map’ version 0.2.0

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anchor_lists A dataset of anchor lists
CMDist Calculate Concept Mover's Distance
cmdist Calculate Concept Mover's Distance
CoCA Performs Concept Class Analysis (CoCA)
coca Performs Concept Class Analysis (CoCA)
doc_centrality Find a specified document centrality metric
doc_similarity Find a similarities between documents
dtm_builder A fast unigram DTM builder
dtm_melter Melt a DTM into a triplet data frame
dtm_resampler Resamples an input DTM to generate new DTMs
dtm_stats Gets DTM summary statistics
dtm_stopper Removes terms from a DTM based on rules
find_projection Find the 'projection matrix' to a semantic vector
find_rejection Find the 'rejection matrix' from a semantic vector
find_transformation Find a specified matrix transformation
ft_wv_sample Sample of fastText embeddings
get_anchors Gets anchor terms from precompiled anchor lists
get_centroid Word embedding semantic centroid extractor
get_direction Word embedding semantic direction extractor
get_regions Word embedding semantic region extractor
get_stoplist Gets stoplist from precompiled lists
jfk_speech Full Text of JFK's Rice Speech
meta_shakespeare Metadata for Shakespeare's First Folio
perm_tester Monte Carlo Permutation Tests for Model P-Values
plot.CoCA Plot CoCA
print.CoCA Prints CoCA class information
rancors_builder Build Multiple Random Corpora
rancor_builder Build a Random Corpus
seq_builder Represent Documents as Token-Integer Sequences
stoplists A dataset of stoplists
test_anchors Evaluate anchor sets in defining semantic directions
tiny_gender_tagger A very tiny "gender" tagger
vocab_builder A fast unigram vocabulary builder