Topic Modeling Explained: Automatically Categorize News Using APIs.

Description

The news industry moves quickly, with tens of thousands of news pieces published each day around the world. These articles can cover a wide range of themes, including politics, technology, sports, health, finance, and more. No human team, no matter how huge, can read and categorize such large amounts of content in real time.

Here’s where subject modeling comes in. It is a technology that automatically identifies underlying themes inside large volumes of text.

This article defines topic modeling, explains how it works in layman’s terms, why it’s important for news analysis, and how NewsData.io uses these concepts to help organizations and individuals extract value from the news.