Tag: data analysis

TF-IDF (Term Frequency-Inverse Document Frequency) is a crucial concept in text analysis and information retrieval, quantifying the importance of words in documents relative to a corpus. It combines Term Frequency (TF), which measures a word’s occurrence in a document, and Inverse Document Frequency (IDF), which assesses its uniqueness across documents. TF-IDF is widely used in…