Consolidates lda results by adding year and country prediction to the topicDocs

consolidate_LDA_results(
  theme_type = "theme",
  description = NULL,
  save = FALSE,
  .topicDocs = topicDocs,
  .in_corpus = in_corpus,
  .predCountry = predCountry
)

Arguments

theme_type

one of topic_name, theme, NSF_specific, NSF_general, passed to make_df_docs

description

one of spatial_scale, methods, water budget, passed to make_df_docs

save

boolean, if true, write the results, if false, return the consolidated results

topicDocs

the output from the topicdata, aligned with the corpus

in_corpus

the corpus database containing the variable Year

predCountry

the complete probabilities predicted from ML

Value

see save