#!/usr/bin/env python
# coding: utf-8

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from gensim import corpora, models
import pyLDAvis.gensim


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#include title, more expansive on names, included title
# no people names, 4 or more occurances, 50 topics, 100 passes
corpus = corpora.MmCorpus('data/CroatiaTravelBlogs_NoNames.mm')
dictionary = corpora.Dictionary.load ('data/CroatiaTravelBlogs_NoNames.dict')

lda = models.LdaModel.load('data/Croatia_Topic_No_Names-50_Passes-100.lda')
croatia_travelblog_data =  pyLDAvis.gensim.prepare(lda, corpus, dictionary)
pyLDAvis.display(croatia_travelblog_data)


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