Whomping-Willow¶

from WhompingWillow import prep, lda

# To Prep the Data:
prepped_corpus = prep.prep_data(cleaned_corpus)

# Get Bag of Words and Dictionary
BoW, Dictionary = prep.build_BoW(prepped_corpus)

# Build LDA model
lda_model = lda.build_lda(Dictionary, BoW)

# Display LDA
lda.display_lda(lda_model, Dictionary, BoW)

Process the data
:param corpus: PD of the cleaned data. (Needs to have "data" column with the values for LDA.)
:return processed_docs: Processed PD

Build the Bog of Words and Gensim Dictionary.
:param processed_docs: PD of processed information.
:return BoW, id2word: Bag of Words and Gensim Dictionary

Display LDA with PyLDAVis
:param lda:
:param dictionary:
:param BoW:
:return nothing:

Build the LDA model.
:param dictionary:
:param BoW:
:return ldaModel: Gensim LDA Model