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News Dataset

A collection of 2 posts

News articles transformed into structured datasets using IPTC Media Topics in NewsAPI.ai

Building Better News Datasets with IPTC Categories

Learn how IPTC Media Topics help analysts, researchers, and AI developers build more reliable news datasets. Discover why standardized news classification outperforms keyword-only approaches and how to use IPTC categories in NewsAPI.ai.

Jul 6, 2026 7 min read

News Dataset

Build Better News Datasets: Why Source Filtering Matters in News APIs

Source filtering is the first and most important step in working with news data. Learn how to use NewsAPI.ai to control which news sources enter your dataset—by publisher, location, language, author, or rank—and why that shapes every insight that follows.

Jun 24, 2025 5 min read