dtm_cor: Pearson Correlation for Sparse Matrices

In udpipe: Tokenization, Parts of Speech Tagging, Lemmatization and Dependency Parsing with the 'UDPipe' 'NLP' Toolkit

Pearson Correlation for Sparse Matrices

Description

Pearson Correlation for Sparse Matrices. More memory and time-efficient than cor(as.matrix(x)).

Usage

dtm_cor(x)

Arguments

x	A matrix, potentially a sparse matrix such as a "dgCMatrix" object which is returned by document_term_matrix

Value

a correlation matrix

See Also

document_term_matrix

Examples

x <- data.frame(
 doc_id = c(1, 1, 2, 3, 4), 
 term = c("A", "C", "Z", "X", "G"), 
 freq = c(1, 5, 7, 10, 0))
dtm <- document_term_matrix(x)
dtm_cor(dtm)

udpipe documentation built on Jan. 6, 2023, 5:06 p.m.