Nine Dimensions of Analysis and the Void in the Middle

One November afternoon, a fourteen-page document landed on my desk in Marseille. The heading was set in bold: “Deep Professional Analysis Report, Stage 2”. Inside were nine analytical dimensions, forty tables, three transmission diagrams, a six-row risk matrix and a star-rating chart for information value. In almost every cell, the same line repeated like a mantra: “Insufficient information to assess.” No team name. No player name. No scoreline. Not a single transfer fee. Not one recorded minute of play. Nine dimensions, forty tables, and not one event to analyse. The person who sent it was a young editor on my team. He asked whether we should publish it. I said no. A week later I found a near-identical version on another outlet, except that someone had filled the empty cells with team names, player names and a handful of numbers. The skeleton was intact. The flesh had been inserted by hand afterwards. That moment taught me something about my trade: we have produced a new kind of product, with the perfect silhouette of understanding, and a vacuum inside. Over the past decade, football writing has changed faster than in the previous thirty years combined. Every match in Europe's top leagues now generates thousands of recorded events: every pass, every duel, every metre run, every shift in the breathing of a back line. Broadcasters put metrics on screen while the ball is still moving. Viewers have grown used to seeing a column of numbers appear beneath a player's name before he has touched the ball. Alongside that sits a completely different content economy. A big match generates demand for hundreds of articles within hours. Readers no longer wait for the morning paper, and they have lost patience with reports that merely recount what happened. They want explanation, immediately, and they want it to look professional. That pressure produces templates. Templates are ruthlessly efficient: they fit any club, any player, any transfer rumour. They are never wrong, because they never say anything that could be proven wrong. A risk matrix with axes for “likelihood” and “impact” is always correct everywhere, in the precise sense that it says nothing at all. I have watched Ligue 1 from the Vélodrome stands for enough seasons to know that a real match does not operate in nine dimensions. It operates along a continuous curve, where a referee's decision in the twelfth minute bends the entire shape of the seventieth. Slicing a match into nine boxes is an act of administration, not an act of understanding. The transfer market is the high season of this disease. January in Europe is the month in which every passing hour brings another three-candidate comparison table for the same position, complete with a “tactical fit” verdict based on exactly one four-minute highlight reel. Those tables have the structure of a recruitment file and the reliability of a flyer. And in the middle of it all sits a phrase abused into meaninglessness: “information gain”. It began as an editorial standard — an article should give the reader something they did not already know. Then it became a box to tick. And people ticked it by adding another table. Anatomy of an empty frame The appeal of the empty frame is that it wears the clothing of professionalism. A reader scrolling on a phone sees nine section headings, a six-row matrix, a three-tier transmission diagram running from academy to broadcast rights. He has no time to check what is inside the cells. What he consumes is the shape of rigour, not rigour itself. I have read enough of these reports to recognise a tell: when the author writes “additional information is required to activate this analytical dimension”, that is the most honest sentence in the entire document, and also the most troubling. It admits that the model is a machine waiting for raw material, and that without raw material it produces nothing but its own shape. A framework is a promise that the world divides neatly into nine parts. Football refuses to divide that way. An injured player does not file notice with the spreadsheet. A coach changes shape in the third minute for a private reason nobody records. A stand falls silent for a reason that fits no column. What bothers me most is not the existence of empty reports. It is how they spread. An intern reads an empty report, learns its structure, and three months later writes another empty report — except this time with names filled in. The structure is transmitted; the habit of going out to find an event is not. By contrast, look at what I wrote in 2026, aged thirty-seven, when the desk assigned me a short piece on Marseille's pressing under Rudi Garcia. I did not write the short piece. I stayed late, counted 127 ball recoveries by André-Frank Zambo Anguissa in the opponent's final third, and wrote three thousand words on my personal blog, calling pressing “a net of rhythm”. It was shared 1,400 times, more than any article the magazine published that year. What made that piece live was not the number 127. It was that the number was tied to an image: a net, a rhythm, one man running forward while ten others ran back. Data can become poetic material. But it only becomes poetry when someone is willing to stand up from the spreadsheet and look. The empty frame does not look. It waits. And because it waits, it can always be filled with whatever is closest to hand — a rumour, a clip, a feeling. xG and the illusion of certainty Expected goals was built to answer a very narrow question: how good was that shot, given its location and circumstances? That is a good question, and its answer is useful to anyone doing analysis. Then it was promoted. It was handed questions it was never designed to answer: which team deserved to win, which coach is better, which player is finished, which club will be relegated. A metric measuring the quality of a shooting position was turned into a judge of destinies. I sat through a Ligue 1 match last winter in which the home side took eighteen shots, generated 2.4 expected goals, and lost 1-0 to a deflected free kick. The next morning, a headline read: “Statistics show the home side deserved to win.” That metric does not know the pitch was greasy. It does not know the striker was negotiating a contract inside his own head. It does not know the referee had already warned the opposing centre-back twice and would not show a third yellow. Data does not score, but it knows where the ball is going. It knows the direction, not the destination. The direction of the ball is a question of geometry; the destination of a season is a question of people. What troubles me is not that xG exists, but the way it is used to close arguments. Once, when two people argued about a match, the argument could run long and could produce a new idea. Now it ends with one sentence: “Look at the numbers.” A metric never designed to end debates is being used as a hammer on other people's mouths. And it cannot explain what spectators actually want to understand. It cannot explain why a defender hesitates half a second before stepping up. It cannot explain why a team plays better after conceding — or worse after equalising. It has no column for fear, and elite football is a sport run largely on fear. In 2026, in Kazan, during France's 4-3 win over Argentina on 30 June, I did not write down the score. I wrote: “minute 64, the body changes direction.” Kylian Mbappé received the ball near halfway, and within about three seconds Argentina's defensive structure — already loose since the first half — became geometrically meaningless. Mbappé's speed is not for running; it is for cutting a blade across time. An editor complained the piece lacked data. A young Ligue 2 coach called to ask permission to use it as teaching material. Both were right, in their own way. And that is the crux: a moment can be both unmeasurable and the most worth measuring. The unlocked door in Doha On 22 November 2026, at Lusail, Saudi Arabia beat Argentina 2-1. My colleagues wrote about offside errors and disallowed goals. I spent three days walking the streets of Doha, interviewing Arab supporters, and came back with twenty-three stories. My piece described Saudi Arabia's high line as a door left unlocked that nobody dared walk through. It drew criticism for being too poetic. A young editor called me the last man still writing football as mythology. I took the compliment as a rebuke, then asked myself whether I was hiding in a different ivory tower — the tower of metaphor instead of the tower of spreadsheets. So I have to state plainly what the beautiful pieces about that night tend to avoid: one win does not prove a system. Saudi Arabia won because an offside trap worked five times in ninety minutes, because a goalkeeper had the day of his life, and because an opponent missed a penalty. Those three conditions together produced a historic result. They did not produce a school of football. This is where I part company with most of my colleagues. I do not believe in the mythology of the small team. An amateur side reaching a national cup final usually gets there through two favourable draws and one explosive afternoon, not through a validated system. Systems are validated over thirty-eight matchdays, not over ninety minutes. Cups are where collective memory is born; leagues are where truth is audited. But — and this is the part both camps ignore — precisely because cups do not prove systems, they are where football produces moments that cannot be replaced. If every result were predicted in advance by squad quality, we would have nothing left to watch. The dream of football never lives in the result; it lives in the instant before the ball touches the ground. The truth is that the most detailed analytical breakdowns of that night in Lusail were all written after the final whistle, and none of them predicted it. That is why I still interview supporters before reading data. Supporters know what is about to happen through a sense the spreadsheet has no column for. A market without a referee The transfer market is a match without a referee, where every number is a free kick. A fee is announced, the ball is stationary, everyone rearranges themselves, and somebody shoots. The problem is that the fee is almost always quoted without the three things that travel with it: wages, agent fees and the amortisation schedule. A player bought for forty million euros on a five-year contract is really eight million a year on the books, plus wages, plus fees. Public memory keeps only the first number, because it is the largest and the most shocking. Over several seasons of watching the market from Marseille, I learned that most “panic” deals in January are not sporting decisions. They are accounting decisions. A club that must sell before 30 June to balance its books will accept below market value, and the story gets retold as “a greedy club” or “a disloyal player”. My point is not that the market is irrational. It is intensely rational; its rationality simply is not the rationality of the touchline. It is the rationality of cash flow, sponsorship contracts and balance-sheet pressure before the closing date. A team is not eleven men; it is a system of equations that knows how to run. And most of that system is solved in the accounts department, not the dressing room. The frame with no human part There is one field where the empty-frame disease is most visible, and paradoxically it is the field that measures the most: esports. A professional player can peak at nineteen and finish at twenty-five. Every click, every reaction time, every metric is recorded and analysed to the millisecond. But that measurement system measures performance only. It has no column for a hand aching after eight hours of practice. It has no column for a twenty-three-year-old who has exhausted his trade and holds no qualification. An esports career is shorter than a footballer's, while the youth development and post-retirement support systems are close to zero. This is the paradox of the entire sports analytics industry: we build enormous measuring machines to evaluate performance, and leave the human part entirely blank. A footballer who tears a ligament at twenty-seven has insurance, a doctor, a club. An esports player who burns out at twenty-two has a social media account and a contract nearing expiry. In 2026, when stadiums emptied, I lost my freelance contract and retreated into studying forty-seven classic matches from 2026 to 2026, taking notes on the crowd as an instrument. An empty stadium is a mirror: it does not reflect the spectators, it reflects the loneliness of the game. With no noise, players communicated with their eyes more, and I realised that silence is also a recording. No dataset has a column for that silence. Which is why I still believe a good article begins by sitting still long enough to hear what the metrics cannot. The empty frame is not the disease. It is the symptom This is where I want to turn and argue against myself. That fourteen-page document, with its forty instances of “insufficient information”, was the most honest thing I read that month. It refused to invent. In an industry where hundreds of articles every hour assert things nobody can verify, a document willing to say “I do not know” has dignity. So the culprit is not the frame. The culprit is our demand for certainty, and the writer's fear of a blank cell. We have trained readers to accept the shape of rigour in place of rigour itself, and then we are frightened of admitting we do not know. But honesty without courage is also a failure. That document said “insufficient information” forty times and never once said “go and find it”. Null handling is a virtue in a database and a vice in a newsroom. A good reporter does not file a blank cell; he makes three more phone calls. And the best analysts I have known share one strange trait: they publish less. They watch more. They spend three days on one match while others spend three hours on ten. That restraint is not a lack of confidence. It is the result of knowing far too clearly how much one does not know. Next time a nine-box matrix appears in front of you, ask what is in the ninth box. Usually the answer is nothing, and the writer is counting on you not to notice. Football will keep producing moments that refuse to be filed: the glance of a defender before he steps up, the half-second hesitation of a goalkeeper, the silence before the pass leaves the foot. None of it sits inside any analytical dimension, and all of it is why we stay seated after the final whistle. Perhaps my trade will survive not through more perfect frameworks, but through the courage to leave a cell empty — and then to stand up and go looking for what fills it. And the question I want to leave behind: if every table vanished tomorrow, what would you still remember about last night's match?