def read_articles(path): articles = [] cnt = 0 for filename in os.listdir(path): with open(path + '/' + filename) as file: doc = Document(cnt, file.read()) doc.words, doc.sentences = process_document(doc.raw_text) count_tfidf(doc.sentences, doc.words) doc.graph = create_graph(doc.sentences, doc.words) cnt = cnt + 1 articles.append(doc) return articles