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Classifying 29,559 local news items with AI on a laptop

Classifying 29,559 local news items with AI on a laptop

21 min read

pontecesures.net is a personal project I’ve been running for years: the news portal of Pontecesures, my home town, a Galician municipality of about 3,000 people. The idea has always been a simple one — keeping the information about what happens there alive. Twenty-one years of archive, from 2005 to 2026, 29,559 entries.

The problem is that most of them are uncategorised or categorised inconsistently. When you’ve been publishing for two decades, taxonomies decay on their own: I ended up with 56 categories that no longer meant anything. An archive like that stops being browsable, and at that point much of its value is lost. It’s exactly the kind of task you keep putting off, and one I had wanted to tackle for a long time.