self.corpus.aspectSentences.clear()
for review in self.corpus.allReviews:
for sentence in review.sentences:
self.assignAspect(sentence)
print(self.corpus.aspectKeywords)
# Saves the object into the given file
def saveToFile(self,fileName,obj):
with open(modelDataDir+fileName,'w') as fp:
json.dump(obj,fp)
fp.close()
rd = ReadData()
rd.readAspectSeedWords()
rd.readStopWords()
rd.readReviewsFromJson()
rd.removeLessFreqWords()
bootstrapObj = BootStrap(rd)
bootstrapObj.bootStrap()
bootstrapObj.populateLists()
bootstrapObj.saveToFile("wList.json",bootstrapObj.wList)
bootstrapObj.saveToFile("ratingsList.json",bootstrapObj.ratingsList)
bootstrapObj.saveToFile("reviewIdList.json",bootstrapObj.reviewIdList)
bootstrapObj.saveToFile("vocab.json",list(bootstrapObj.corpus.wordFreq.keys()))
bootstrapObj.saveToFile("aspectKeywords.json",bootstrapObj.corpus.aspectKeywords)
# In[ ]:
