Clustering, K Means, Spectral Clustering, Exploratory Data Analysis.
you are dealing with raw text, the standard preprocessing steps of tokenization, removing common (stop) words, and reducing each word to its basest form (stemming/lemmatization) must be performed. Here we do so prior to submitting the tokens to TfidfVectorizer, which converts them into numeric