{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"from gensim import corpora, models\n",
"import pyLDAvis.gensim\n"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"\n",
"\n",
"\n",
""
],
"text/plain": [
""
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#include title, more expansive on names, included title\n",
"# no people names, 4 or more occurances, 50 topics, 100 passes\n",
"corpus = corpora.MmCorpus('data/CroatiaTravelBlogs_NoNames.mm')\n",
"dictionary = corpora.Dictionary.load ('data/CroatiaTravelBlogs_NoNames.dict')\n",
"\n",
"lda = models.LdaModel.load('data/Croatia_Topic_No_Names-50_Passes-100.lda')\n",
"croatia_travelblog_data = pyLDAvis.gensim.prepare(lda, corpus, dictionary)\n",
"pyLDAvis.display(croatia_travelblog_data)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 0
}