In this project, I examine a large number of hotel reviews, identify the topics discussed, assign each hotel a score on each topic, and surface, for each topic, an important sentence about that topic.
In the first iteration, I implement the topic modeling. Later iterations will approach scoring and content surfacing.
I apply the insights on Gensim found here: https://www.machinelearningplus.com/nlp/topic-modeling-gensim-python/#2prerequisitesdownloadnltkstopwordsandspacymodelforlemmatization