The Empty Spreadsheet: When Sport Analyses on Faith

In 2026, at the LPL Summer group stage, after EDG beat RNG 2-1, I stood in the interview area with a spreadsheet still open on my tablet. A well-known head coach walked past, stopped, looked at the screen and asked: "Young lady, do you know what jungling is?"

I answered with three pieces of information. In the first fifteen minutes, EDG controlled 62.4% of the jungle. The first two kills of the game belonged to RNG, because RNG's vision score around the river was 1.7 times higher. In game three, EDG won after switching to a lane-squeeze strategy.

He was silent for a few seconds, then nodded. My answer was not clever. It simply possessed one quality that most of the sports commentary in circulation today lacks: the capacity to be proven wrong.

I tell this story because it marks the beginning of a suspicion that has followed me through seven years of watching and writing about sport on both sides of a border. Many of the analyses we read, hear and trust every day have the full shape of rigour. Inside, they are empty.

A match in a top European league, with a positional tracking system recording at twenty-five frames per second for twenty-two players, generates millions of coordinate points in ninety minutes. Add the event layer: every pass, every duel, every touch is coded and tagged. At the level of raw material, modern football is richer than any sport was twenty years ago.

The paradox sits at the level of interpretation. At the same time, most of the commentary Vietnamese fans encounter each day still runs on adjectives. "Good spirit." "Loose defence." "The midfield holds the ball well." Those sentences may be true. They also cannot be false. A statement that cannot be false is not yet analysis; it is a form of greeting.

In the annual league season, that pressure builds with every round. The title race demands explanation, the relegation fight demands explanation, and both demand it before the match has ended. Prediction content is cheap. Analysis content is expensive. A prediction piece takes twenty minutes; a decent analysis piece takes two days of rewatching footage and someone who can read a heat map. The economic choice has been made before the writer sits down.

Esports is one step ahead of football in exactly one respect. Every action in a game is logged in the system's core. No third-party company has to install cameras and tag data by hand. Vision score, kill participation, the cooldown timing of a Flash are all primary data. And yet the paradox survives intact: the volume of data is so large that people come to believe that counting is the same as understanding. I have read three-thousand-word pieces about a single game that did not contain one answer to the simplest question: why did this team win.

Football has a difficulty of its own, and that difficulty explains why adjectives keep winning. Public football data mostly measures the ball. It counts passes, shots, duels. It barely measures space. What decides a modern football match is the positioning of the players who do not have the ball, and that is precisely the least quantified thing on the pitch. Fans can feel it, cannot read it, and because they cannot read it they fall back on adjectives. The hunter of hidden signals in football has almost no tools.

When a metric becomes a uniform

PPDA — the number of passes an opponent is allowed before each defensive action by your team — was once the sharpest measure of the gegenpressing era. The lower the figure, the higher and earlier the press. A measure only retains its diagnostic power while the number of people who understand it is smaller than the number of people who quote it.

When pressing became the identity of an entire generation of coaches, mid-table teams stopped pressing in order to win the ball in a useful position. They press because pressing is the only thing that shows up in the metric table. PPDA has fallen across leagues, distance covered has risen, sprint counts have risen. Football in the middle of the table has been pushed towards athletics: more running, more contact, and no prepared pattern for what happens after the ball is won.

This is where public data goes blind. PPDA is published, distance is published, ball recoveries are published. Very few places publish the quality of the six seconds after a recovery. A metric that has become an identity stops being a metric and starts being a uniform. Anyone can wear a uniform, including someone who cannot play.

That explains a phenomenon fans of a domestic league meet every season. A team changes coach, runs more, contests more, and keeps losing. The coverage calls it a lack of character. Another reading: they have just bought a uniform that does not fit.

Transfers as a line item in advertising

The Saudi Pro League is the cleanest example of the gap between form and content. Public debate turns on two poles. One side calls it a step forward for Asian football. The other calls it a graveyard for ageing stars. Both are opinions, and both avoid what can be measured.

What exactly does that money buy? It buys international television audiences, broadcast contracts, shirt sales, and presence on global sports bulletins. Those are real, auditable assets. It does not automatically buy minutes for domestic players, youth-academy output, or a coaching system deep enough to keep producing players a decade from now. Those things are not in the sponsorship package, and they are not on the scoreboard either.

Transfer spending is a line in an advertising budget, not a line in a development budget. Merging the two is the most common error in sports media, in Europe as much as in Asia, in print as much as in digital.

There is a consequence that rarely gets mentioned. When a league uses foreign-player slots to buy attention, the currency it spends is the minutes of young local players. "There are stars that do not choose the spotlight; they simply wait for the right rain." In leagues like that, the rain does not fall on their training pitch. It falls on the news bulletin.

Women's football and the bill nobody paid

This is where the gap between form and content is widest. Sponsorship deals for women's football have grown quickly over the past few years, and every press release speaks of commitment, empowerment, corporate social responsibility. Those words may be true.

The measurable variables sit elsewhere: the number of matches broadcast nationally, the time slots, the minimum salary in professional contracts, the number of female coaches holding the highest licence, the condition of training pitches and recovery rooms, the length of the sponsorship term. A brand that signs a one-year deal and does not renew is not investing in women's football. It is buying a time-limited communications campaign.

A logo on a shirt is evidence of a contract, never evidence of respect. Women's football does not need more tributes. It needs payroll, broadcast schedules and three-year contracts.

The other face of the same illness

Here the other side has to be stated, because it is the side I know best.

If rigour of form without data is a disease, then full data without a story is the same disease in a different coat. "Vision score never lies, but it does not know how to tell a story either." A table of figures accurate to the last digit can still say nothing about a match, because the match is not inside the table.

I once read a report with all nine analytical sections: patch, tournament format, roster, region, finance, rules and governance, risk profile, public narrative, industry transmission chain. There was a risk matrix. There was a confidence rating for every conclusion. There was even a section for "hidden information". The document was presented so beautifully that a skimming reader would believe they had encountered deep analysis. Its actual content fit into one sentence: insufficient information to conclude.

The form had outlived the evidence. That is the moment a template becomes a habit, and a habit becomes a substitute for thought.

I have made exactly that mistake in the opposite direction. "From the mud of injury, I learned to read a match with the heart of a survivor." The heart of a survivor is trustworthy in endurance. It is dangerous in conclusion, because it always wants to find meaning where there is only coincidence. Every defeat can be written as a tragedy. Every substitute can be written as a forgotten hero. Writing that way is much easier than sitting down and admitting that the match was simply a bad match.

Cristiano Ronaldo's free kick against Spain on 15 June 2026, in the 88th minute, was one such moment. It is beautiful as legend. It is also measurable: distance, the height of the wall, the goalkeeper's position, the opening angle of the ankle. The two readings do not exclude each other. "The 88th minute is the boundary between a legend and a story that was forgotten." Trouble only appears when one side declares the other to be fake.

Conversely, some stories hold because they contain both. In 2026, when leagues moved online, I followed a small tournament in southern Vietnam and came across a young player nicknamed Pun, playing Pyke in the support role, on a twelve-game winning streak with 87% kill participation, no sponsor, no coach, playing from an internet cafe in Saigon. The Saigon street-cat story went viral to the point that professional teams began asking to buy him. It spread because of emotion, and it held because the first two figures had been checked before the piece was published.

The most worthwhile sentence of this season

As a Vietnamese writing for Chinese readers about esports, the import trap is the one I see most clearly. Analytical frameworks travel more easily than context. PPDA from Europe, xG from England, collective-fight culture from South Korea, team discipline from China. All of them are usable. None of them is usable as-is. Copying the analytical template of one football culture and applying it to a domestic league is the fastest way to produce a document that is rigorous, long and meaningless.

The annual season is moving through its rounds, and every round generates thousands of opinions. Most of them will be forgotten within forty-eight hours. They are not forgotten because they are wrong. They are forgotten because they are not specific enough to be wrong.

What I want to keep after seven years of writing is not a method but a sentence. It is short, unattractive, and it will make any editor frown: not enough data to conclude. Saying that at the right moment is harder than writing three thousand words. In a sport that is learning to count, knowing what you have not yet counted is perhaps the first professional skill that needs to be taught.