The Mislabeled "Football" Tag and the Cost of Rushing Sports Journalism

A short video spread across social media within hours. The setting was Avenida Revolución, in the Mixcoac district of the Benito Juárez borough, Mexico City. A camioneta collided with a public transport bus. A dispute between the two sides escalated into a brawl. Traffic police arrived on the scene, but the way they intervened drew public outrage. The clip quickly generated thousands of comments and ultimately led to an investigation by the Internal Affairs division of the Mexico City Secretariat of Citizen Security (SSC) into both the participants and the conduct of the traffic officers.

Not one word of that story belongs to football.

Yet when the item passed through the content-aggregation systems of a few platforms, it surfaced tagged "football." A traffic-violence incident in Mexico City was classified as sports news. No team. No player. No coach. No competition. But the tag remained, ready to flow into the data feeds of millions of sports readers.

I used to cycle to AS Roma's Trigoria training centre every weekend when I was still an economics student. In 2026, I wrote about eighteen-year-old left-back Luca Pellegrini after he scored in a friendly between the Roma and Lazio youth sides. The piece ran only five hundred words but drew more than two hundred comments. Since then, I have made a habit of reading every response, jotting fans' questions into my notebook, and reminding myself that a single wrong label can send an entire community off course.

Context: when algorithms replace the labelling editor

Today's sports industry runs on an enormous stream of data. Every day, thousands of items from major wire services, local outlets, and social media are pushed into aggregation systems. To keep pace, many platforms use algorithms to attach labels automatically before a human editor can intervene. The algorithm reads the headline, the opening paragraph, and the keywords, then assigns a topic.

The problem lies in the fact that everyday language and football language share a great deal of vocabulary. "Squad," "battle," "defence," "attack," "lost control," "fierce reaction" — all of these can appear in a crime report as readily as in a tactical breakdown. The algorithm cannot distinguish context. It sees keywords and assigns a label.

The Mexico City Secretariat of Citizen Security is not a club. The Secretariat's Internal Affairs division is not a federation's disciplinary committee. Traffic officers summoned to explain their operating procedure are not players awaiting a card suspension. But in the eyes of a classification engine, those boundaries blur.

To a Beat Keeper like me, this is more troubling than it looks.

Core: the consequences of one wrong label

When a traffic-violence report is tagged "football," three things happen at once.

First, sports readers are handed content they did not ask for and should not receive. Amid a morning full of transfer news, injury updates, and tactical notes, a street-brawl video lands like an off-beat collision. Readers lose time, and worse, they lose trust in the source.

Second, the real story is eclipsed. The Avenida Revolución incident deserves coverage as a serious public-safety report: the sequence of the collision, the response of the authorities, the scope of the Internal Affairs investigation, the number of people summoned. These are details that require verification and careful presentation. Dragged into a sports frame, their seriousness erodes.

Third — and this is what troubles me most as a football reporter — a wrong label is contagious. Once off-topic content enters the feed, language models, aggregation tools, and derivative reports will keep reusing it. Every reuse is an error reproduced.

In the summer of 2026, when football paused for the pandemic, I was a new staffer in a club's communications department. On June 24, I recorded a match at the Olimpico with no spectators in the stands. The fan community was dying from the lack of connection. I launched the "Write a letter to Roma" campaign, collected more than ten thousand messages, printed them into three hundred pages and sent them to the training centre. One player wept while reading them.

That experience taught me that fans do not need noise; they need to be heard. And part of hearing them is ensuring that what we send them truly belongs to them.

The contrarian angle: do not rush to blame the algorithm

The first reflex of many people on seeing a mislabeled story is to blame the algorithm. I think that view dodges responsibility.

An algorithm only learns from the data humans give it. If it labels a traffic brawl "football," then either its training data is too narrow, or the vetting process of the organisation behind it is too loose. In most cases, it is the latter.

The sports industry is racing on volume. We publish more, faster, more often. But somewhere in that race, the most basic check — the question "does this content actually belong to our field?" — is skipped.

The Mixcoac incident is a reminder. Not because it matters to football, but because it exposes a deeply ingrained habit: we label first and verify later.

In Italy, where I live and work, people have a phrase for careless sorting: "Fare di ogni erba un fascio" — gathering every kind of grass into one bundle. Once everything is bundled together, no one can tell the medicinal herb from the weed.

Progressive reflection

What I take from this story is not a conclusion about Mexico City, but a question about my own profession. If a system can slap a "football" label on a traffic-violence incident, it can also slap that label on hundreds of other items that do not belong to this field — and, in turn, miss genuine sports stories.

A talent is not found in the beautiful play, but in the way a boy stands up after a botched one. I think the same holds for reporting: a journalist's value is not measured by publication speed, but by the ability to recognise a wrong turn and get back on the right path.

Before closing, I want to return to Avenida Revolución once more. That incident should be reported where it belongs: on the public-safety page, in the language of public safety, for readers who care about urban safety. Dragging it onto the sports page does not enrich the sports page. It only leaves both sides poorer.

From the wet grass of Trigoria, I learned to hear the future before others can see it. And sometimes, hearing the future means stopping, checking the source, and refusing a label that does not belong to you.