NLP, Python, Scikit Learn.
The initial DictVectorizer of a bag-of-word put the documents very close to each other. Using Tfidf and especially WordVectors clearly distributes the documents better. Goal 3: Apply Clustering Algorithms KMeans is only one of many clustering algorithms. Following the advice from this blog post