Beginner · NLP

Text Analytics

Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.

TL;DR. The process of deriving high-quality information from text to discover patterns and insights.

Technical Definition

The process of deriving high-quality information from text to discover patterns and insights.

How it works

Text analytics leverages NLP techniques to transform raw text into structured data for analysis. It includes tasks like sentiment analysis, topic modeling, and named entity recognition. The goal is to uncover trends, improve decision-making, and automate tasks by deriving actionable intelligence from large volumes of textual data.