Reference

Embeddings functions Functions for word embeddings
CMDist() cmdist()	Calculate Concept Mover's Distance
CoCA() coca()	Performs Concept Class Analysis (CoCA)
get_centroid()	Word embedding semantic centroid extractor
get_direction()	Word embedding semantic direction extractor
get_regions()	Word embedding semantic region extractor
get_anchors()	Gets anchor terms from precompiled anchor lists
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
test_anchors()	Evaluate anchor sets in defining semantic directions
DTM Functions Functions for document-term matrices
dtm_builder()	A fast unigram DTM builder
dtm_stopper()	Removes terms from a DTM based on rules
dtm_stats()	Gets DTM summary statistics
dtm_resampler()	Resamples an input DTM to generate new DTMs
dtm_melter()	Melt a DTM into a triplet data frame
Inference Functions Functions for inference and robustness checks
perm_tester()	Monte Carlo Permutation Tests for Model P-Values
rancor_builder()	Build a Random Corpus
rancors_builder()	Build Multiple Random Corpora
General Functions General functions for text analysis
vocab_builder()	A fast unigram vocabulary builder
seq_builder()	Represent Documents as Token-Integer Sequences
get_stoplist()	Gets stoplist from precompiled lists
tiny_gender_tagger()	A very tiny "gender" tagger
Textnet Functions Functions for textual networks
doc_centrality()	Find a specified document centrality metric
doc_similarity()	Find a similarities between documents
Datasets Included datesets
anchor_lists	A dataset of anchor lists
stoplists	A dataset of stoplists
ft_wv_sample	Sample of fastText embeddings
jfk_speech	Full Text of JFK's Rice Speech
meta_shakespeare	Metadata for Shakespeare's First Folio
Methods Methods for specific classes
plot(<CoCA>)	Plot CoCA
print(<CoCA>)	Prints CoCA class information