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Term Frequency — Inverse Document Frequency

tf(t,d) = count of t in d / number of words in d
df(t) = occurrence of t in N documents
idf(t) = log(N/(df(t) + 1))
tf-idf(t, d) = tf(t, d) * log(N/(df(t) + 1))