I have a list of different corpuses I want to create structural topic models for.
When I apply the STM function to the list, I get this error:
"Error in round(x) : non-numeric argument to mathematical function"
stmfunction <- function(y) {
uncorpus.dfm.trim <- dfm_trim(y, min_docfreq = 0.075, max_docfreq = 0.90, docfreq_type = "prop") # min 7.5% / max 95%
dfm2stm <- convert(uncorpus.dfm.trim, to = "stm")
model.stm <- stm(dfm2stm$documents, dfm2stm$vocab, K = topic.count, data = dfm2stm$meta, init.type = "Spectral")
return(model.stm)
}
all_stm <- lapply(dfmlist, stmfunction)
It's this part of the script that makes the above return the error
model.stm <- stm(dfm2stm$documents, dfm2stm$vocab, K = topic.count, data = dfm2stm$meta, init.type = "Spectral")
Any ideas on how to fix this?
TIA