Svd, Latent Semantic Analysis, Text Analytics, Data Science, Development.
represents the count of occurrences of a word in that document. That way of represent a text data is also known as Term Frequency Matrix. TF-IDF A more common way to calculate the importance of the words is the TF-IDF (Term Frequency — Inverse Document Frequency) algorithm. It takes in count not