vocabulary = [word for [word] in vocabulary]
count = 0
reviewCount = 0
for restaurant in restaurants:
try:
resId = restaurant['resId']
count = count + 1
print("count " + str(count))
print('Doing for '+resId)
for review in restaurant['userReviews']:
text = review['reviewText']
reviewCount +=1
print('Review number' + str(reviewCount))
adjectives = chunker.getAdjectives(text)
print('Restaurants done' + str(count))
if adjectives:
for (adj,tag) in adjectives:
# print(adj.lower())
if adj.lower() not in vocabulary:
vocabulary.append(adj.lower())
except:
pass
print(time.time()-start)
print(len(vocabulary))
with open('../data/vocabulary.csv', 'a', newline='') as csvfile:
spamwriter = csv.writer(csvfile, delimiter='\n',
quotechar='|', quoting=csv.QUOTE_MINIMAL)
