Seven Seasons on the Training-Ground Sideline: What Remains When the Spreadsheet Goes Silent

Kazan, nine in the evening, June 2026. Half the floodlights above the France training pitch were already off, only the left bank still burning. One player stayed. He placed the ball at the edge of the box, took three steps back, struck it. The ball drifted wide. He walked to collect it, returned to the exact same spot, and repeated. I counted fourteen times that evening, and kept the same figure for three consecutive days. No television camera pointed that way. No database recorded it. When that player scored against Argentina in the round of sixteen, the world saw the volley. I saw the evening in Kazan.

People remember the goals. I remember the silences between two touches of the ball.

My trade now runs on metrics. A Ligue 1 match arrives with expected goals, passes allowed per defensive action, distances covered, sprint speeds, aerial duel success rates. The newsroom in Paris has three large screens, and before every matchday an automated feed pours data in. I do not object. I have used those numbers for years, and they save me hours of work.

But there is another kind of data that exists in no system at all, and I have spent most of my career writing it down.

I entered the profession in 2026, in a television sports department. Since then I have covered eight Olympic Games, eight World Cups, several editions of the Giro d'Italia and the Tour de France. People assume that travelling widely means understanding deeply. For me, travelling only taught one thing: most of what decides a football match is never recorded. A training session changes rhythm because one player arrived late. A wing corridor stands empty because the full-back does not trust the man ahead of him. A dressing room stays silent after a win. None of that has a column to be entered into.

Paris, in the 2026-18 season, is where I learned to read those things seriously.

That year I was fifty-nine and lived alongside Paris Saint-Germain through the first season of Neymar and Kylian Mbappe. Every morning I sat in a corner of the Camp des Loges pitch, noting each combination drill between Marquinhos and Presnel Kimpembe. Not because they were famous. Because they were the most focused, and because the way they spoke to each other with their hands during warm-ups shifted week by week in a manner I had not seen from another centre-back pairing.

The night PSG beat Barcelona 4-0 in the Champions League, I sat in the press area. Everyone wrote about the goals. I wrote about how the two centre-backs divided the space in front of the box, and about the midfield dropping roughly five metres deeper after the sixtieth minute without any instruction from the coaching staff. That is what I saw from the stand, not from a screen.

Three weeks later, at Camp Nou, PSG lost 1-6. I wrote no piece blaming any individual. I went down to the technical area and spoke with the pitch maintenance worker who had been standing in the tunnel early. He told me the PSG players stood still in the tunnel for about twenty minutes before the referee called them out, and nobody said a word to anybody. No metric on earth measures those twenty minutes.

Paris, that season, taught me that Champions League collapses begin in August.

That lesson led me to work differently. Over seven seasons, each week I have arrived at the training ground about forty-five minutes before the squad leaves the dressing room. I sit in a fixed spot behind the concrete seating, where the coaching staff cannot see me but the players can. I count small things: how many times a striker pauses before accelerating, how many times a centre-back turns his head toward the touchline, the gap between the final whistle of a drill and the first player leaving the pitch.

The most decisive numbers in football are usually not produced to measure anything, but to serve a story that already exists.

One example I have followed for years: goalkeeper distribution. In Europe today, a goalkeeper is rated highly mainly for passing accurately under pressure. That metric is handsome, easy to compare, easy to sell. Meanwhile the same goalkeeper's basic reflexes may be visibly declining, and nobody asks, because the spreadsheet has no row for it. I have watched sessions where a goalkeeper completed eighteen consecutive perfect distributions, then conceded four goals in a short-range reflex drill, and after the session the press still praised his left foot.

This is where the training-ground observer becomes necessary. Not to fight data, but to supply the part data has no room to hold.

I call that part information gain. A piece of writing has value only when it adds something the reader did not know, or looks at something known along a different axis. If I merely repeat a table anyone can open, I have done nothing. I have copied.

Back to Kazan. The player who stayed until nine was Benjamin Pavard. At the time he was not yet a name television mentioned daily. He trained one action only: receive on the right corridor, take two touches, strike from distance with the inside of the foot. I counted fourteen per session, three days running. He missed a great deal. He did not get angry, did not call a servant, did not film himself. He just collected the ball.

When he scored against Argentina, most reports called it a sudden flash of genius. I wrote about the evening in Kazan and the number fourteen, because I believe a goal is the output of a process repeated in silence, not a bolt from the sky.

The training ground never lies. It only whispers to those who are willing to stay seated.

There is another situation I consider the real test of this profession, and it is rarely mentioned at conferences on data journalism. It is when the data is empty.

Across those seven seasons, I received an empty result many times. A session so ordinary there was no detail worth writing. A match where every metric matched expectation, leaving no surprise to analyse. A source who promised figures and finally could say nothing specific. I learned that an empty report is a complete result, not a failure to be hidden.

The danger comes when the writer cannot accept that emptiness. Then deadline pressure, production pressure and the need to file before dinner push people to fill the void with speculation.

I have seen this many times, and have always been on the other side of the decision. A few years ago, an internal dataset I received about a Ligue 1 club was nearly blank: missing player names, unclear timestamps, unverifiable attribution. A younger colleague suggested I write an analysis off it, patching the gaps with ready-made tactical phrases.

I refused, and filed a note instead: this data is insufficient, here is what needs verification, here is how long it will take. The only conclusion available from an empty file is that the file is empty. That is a correct conclusion, and more useful than ten paragraphs built out of air.

Publishing an empty finding demands more professional courage than publishing a fluent, wrong one.

In recent years, both football and the media around it have run on a shared assumption: more data means closer to truth. That assumption holds within a very narrow limit. It holds when we need to compare volumes, establish trends, or eliminate a hypothesis. It fails when we start believing that a recorded metric means something has been understood.

The irony is that data itself dulls our hearing for silences. With ten thousand measurements in hand, people feel there is no room left for what has not been measured. The tables thicken, and the silence of a stand, of a corridor, of a player sitting alone after training, becomes noise to be filtered out.

I have watched four generations of players. They differ in their feet, and resemble each other in their loneliness.

Russia, in the summer of 2026, is where I understood this most fully. Through June in Kazan, the stadiums did not roar the way I had imagined. At times the stands were so quiet I could hear the ball striking a player's boot across the pitch. After matches, some press conferences passed with no hand raised. Russia was strangely silent. And that silence said the most about the state of that tournament.

Silence, to me, is a unit of data.

I am not arguing that analysis departments should be disbanded. I am arguing that good football writing needs two eyes: one on the table of numbers, one on the gaps between its rows. And when the table is entirely blank, the task is not to invent content for it, but to state clearly that it is blank.

Keeping rhythm, for me, means counting what nobody hears.

So which signals deserve attention in the period ahead?

For French clubs entering the annual season, I watch three things. The first is how many sessions the first-choice centre-backs spend communicating with their hands during warm-ups. When that conversation changes, the defensive system changes too, usually before the table does. The second is whether a club preserves the volume of short-range reflex work for its goalkeepers or trims it to spend more time on distribution drills. That trim is a signal about coaching priorities, and it surfaces before results start speaking.

The third is incomplete internal reporting. When a club starts accepting missing files, first in opponent data, then in player evaluation, it has begun to tolerate incompleteness. A process that indulges a gap off the pitch will soon indulge a gap on it.

One beat does not make a piece of music. One match does not make a football life. Fourteen strikes on one evening in Kazan did not make a volley in the round of sixteen.

But remove those fourteen strikes from the story, and we will keep believing football is decided by moments, rather than by the months of preparation for them. And when the spreadsheet goes silent, the person still seated in the concrete stand is the only one who can tell you what actually happened.