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White Paper

Getting Started with Text Analytics in MATLAB

Getting Started with Text Analytics in MATLAB

Getting Started with Text Analytics in MATLAB

MathWorks
Pages 15 Pages

This MathWorks white paper introduces text analytics in MATLAB, covering applications like topic modeling, classification, sentiment analysis, and summarization. It outlines a four-step workflow: access/explore text data, preprocess (remove stop words, punctuation), build predictive models using machine/deep learning, and share results. Examples show how to clean and visualize data, create summaries, and use methods like bag-of-words and LDA to uncover patterns. The paper demonstrates applying models to classify new text and suggests deployment options—reports, apps, and web hosting—to integrate insights into decision-making workflows.

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