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wandabwa2004/bigram_generation.py

Created January 17, 2020 05:24
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bigram_generation.py
#Bi-gram dictionary generation process
dictionary_bi_q1 = gensim.corpora.Dictionary(bigram_mod_q1[data_words_q1])
dictionary_bi_q2 = gensim.corpora.Dictionary(bigram_mod_q2[data_words_q2])
dictionary_bi_q3 = gensim.corpora.Dictionary(bigram_mod_q3[data_words_q3])
dictionary_bi_q4 = gensim.corpora.Dictionary(bigram_mod_q4[data_words_q4])
#Bigram corpus generation process from the dictionary of the subsets.
bi_corpus_q1 = [dictionary_bi_q1.doc2bow(doc) for doc in bigram_mod_q1[data_words_q1]]
bi_corpus_q2 = [dictionary_bi_q2.doc2bow(doc) for doc in bigram_mod_q2[data_words_q2]]
bi_corpus_q3 = [dictionary_bi_q3.doc2bow(doc) for doc in bigram_mod_q3[data_words_q3]]
bi_corpus_q4 = [dictionary_bi_q4.doc2bow(doc) for doc in bigram_mod_q4[data_words_q4]]
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