The Empty Sheet: Indian Football's Data Deficit and the Nine Questions No One Will Answer Publicly

The air-conditioning in the press room at Bengaluru's Sree Kanteerava Stadium cut out three times that evening. Each time someone opened a door and it shuddered back to life. Twenty minutes had passed since full time, the coach was on the dais, and the first question was: "Do you feel your team imposed themselves today?"

I raised my hand. "How many times this season has your team abandoned the high press? In which third of the pitch? After which minute?"

The coach paused for two seconds. Then he said, "We played with intensity." After that came the boys' effort, a referee's decision, preparation for the next game. It was a good answer. It was not an answer.

I stayed thirty-eight minutes past the obvious story. The room emptied, the chairs went back to their places, and in the corridor I found the man who runs the club's video analysis. I asked him the same question. He smiled and said: "The number is on my laptop. I can't share it."

That moment is the seed of this piece. Indian football's shortage is not of goals but of counting — and the crisis of counting is that the number gets made, stays locked in a club's drawer, and a story is erected in its place.

Here are nine questions I am asking. They are the nine questions any serious analyst asks of any league. And I have to report honestly that I could not find a public answer to a single one of them in Indian football. Everywhere the same entry: not available. In English: N/A.

This article is about that N/A.

What was built for television was not built for measurement

From eighteen years of watching matches, one thing is clear. What Indian football launched in 2026 was a broadcast product, not a measurement system. The Indian Super League was born with eight teams, a television deal and floodlights. Its job was to hold people to a screen, and it largely succeeded. But when you build a league for television, you build it to be watched, not to be measured.

In Europe, the layer I open free every morning is the match event layer: who passed to whom in which minute, from where the shot was taken, what the probability of that shot becoming a goal was. The Premier League publishes match data on its own platforms. Germany, Spain, Italy all leave a door ajar. In India that event layer exists — the broadcaster needs it for graphics. The door is simply shut.

Let me be precise: I am not saying India has no data. I am saying the data that exists is not a public good. It is broadcast property, club property, agent leverage. And what is not public cannot be publicly argued about.

When India hosted the FIFA U-17 World Cup in October 2026, the tournament's official attendance figure was 1,347,133 — a record at the time, per FIFA's own numbers. Six stadiums were built, pitches relaid, teams flown in. India lost all three games: 0-3 to the USA, 1-2 to Colombia, 1-4 to Ghana.

The legacy argument has run for years. One legacy is never argued about because it does not exist: not a single open dataset came out of that tournament that an Indian coach could test his work against for the next five years. We built stadiums, we filled seats, we did not build instruments.

And when the ISL was finally linked to the pyramid in 2026-24 — with a promotion route from the I-League, and Mohammedan SC coming up through it in 2026 — we built a ladder. We did not build the sorting mechanism that a ladder needs. Promotion was a political and moral win. It was not an information win.

Four matches, one laptop, forty per cent missing frames

Late last season I made a stubborn attempt. If clubs won't publish, I said, I'll derive a crude pressing proxy from the broadcast feed. I know the logic of passes allowed per defensive action: the fewer passes you allow before a defensive action, the higher your press. I picked four matches, recorded the feed, and started counting frame by frame.

By the second half the problem was obvious. A broadcast camera follows the ball. When the ball is on the left, the entire right-side back line is out of frame. There are replays, cuts, graphics covering the screen. Across four matches I recovered roughly forty per cent of off-ball frames — and what I recovered came from angles that change the very definition of a defensive action. I gave up.

That failure taught me something more valuable than any number. A league whose camera only watches the ball can only show its viewers the ball — and a viewer who only sees the ball will never see the press, even standing in the ground.

The consequence is that our tactical arguments run on memory and reputation. "He pressed" versus "he didn't" is settled by the badge, not the data. And this is where an old complaint of mine extends into football statistics. I don't believe the unequal treatment of big and small clubs is a conspiracy. I believe stadium aura and media pressure have real effects — on refereeing decisions, and on the fine print of the numbers. The club with more cameras, more clips, more people gets the more flattering story. The club with one videographer has a number rotting on someone's laptop.

Clubs die and no number is produced

In February I spent a week trying to find the audited financials of any Indian football club. I found not one. I found ticket prices, sponsor logos, press releases announcing "a new era". No wage bill. No share of broadcast revenue. No debt. No amortisation line.

In European football this is routine. Club licensing means a club must put its finances before a regulator, and often in public. In the Premier League, points have been deducted on exactly this basis — Everton and Nottingham Forest are the reminders, and the 115 charges against Manchester City are the product of the same architecture. I am not applying those cases to India. I am saying that over there a document exists that can be argued about. Here the document is absent.

And when the document is absent, clubs die and nobody can say which number killed them. FC Pune City shut down in 2026. ATK merged into Mohun Bagan in 2026. Both events produced commentary and a great deal of sentiment, and no one could say what percentage of revenue the wage bill was. Publicly, nobody had that figure.

The direct effect is that we cannot test things like a panic premium in the transfer market. When a mid-table club signs a foreign striker in the January window with an undisclosed fee, what do I say? I can say it looked rushed. I cannot say it was twenty per cent above market, because there is no public market reference. Anecdote replaces analysis.

The same applies to contract length, which is frequently undisclosed. To know whether a player is in his final year I have to phone agents. And a journalist who must phone agents ends up with an agent as his primary source. That is not a question of ethics. It is a question of information architecture.

The invisibility loop

Now the part I wrote this for.

Over recent years I have spent days at tournaments in the Northeast — Shillong, Aizawl, Imphal. I don't go to watch a star. I go to watch the seventeen- and eighteen-year-olds playing two hours of football in the afternoon sun with no camera anywhere near them.

I went looking for the crowd and found the story — and the story was not that talent exists there. The story was that only one instrument is working to see it: the eye.

Lallianzuala Chhangte, Jeje Lalpekhlua, Halicharan Narzary — that is Indian football's most reliable production line, and no spreadsheet found it. Tournament circuits found it, coaches' phone calls found it, a web of people who know each other found it. Goa's older supply line — Dempo, Salgaocar, Sporting — ran the same way.

I am not dismissing the eye. I am saying a system running on a single instrument has a brutal flaw: it becomes geographic.

The boy whose village a coach happens to pass through gets seen. The one whose village he does not pass through is invisible — and that invisibility is not a shortage of talent, it is a shortage of information.

This is where the data deficit converts directly into money. Suppose you are a seventeen-year-old winger in Aizawl. There is no public record of your youth-league minutes. Your dribbles, your progression — nothing a scout in Lisbon or Bruges can open on a screen. He can only see you if he flies to India, and he will only fly if someone told him.

Which means an Indian player builds no price in the foreign market. No price, no transfer fee. No fee, no reason for the club to sell. No sale, no economic case for putting money into the academy. And with no academy money, in five years the same boy will be found by the eye again.

That is a closed loop. I won't call it a league's mistake. I'll call it the mistake of a design in which information was treated as property rather than as public architecture.

Eleven players, no paperwork

The biggest illusion in Indian football is that its crisis is money. Money is a crisis. Before money there is accounting. Until a club is obliged to state publicly what its wage bill is, the word "sustainability" means nothing. It is a word said at seminars.

I once asked a club official for his top-wage-to-average ratio. He said, "That's internal." I said, "It's the sport's business." The conversation ended there.

This doesn't only hurt journalists. It hurts players. A player who does not know what someone in his position earns is permanently weak in negotiation. And where the player is weak, the agent is strong. The agent-dependence of Indian transfer journalism is not merely reporters being lazy. The agent is the only node in the conversation, because the club never built a second one.

The remote desk taught me to trust the silence between feeds. When four hours pass with no confirmation and everyone is still repeating one name, the silence is the truth. In Indian transfer reporting I have a rule: no line on a single source. Two independent sources, one of them inside the club. The rule has cost me stories, and every time I fear they were true and I was slow. But source-tier checking is the cheapest filter we have, and in Indian football it is usually missing.

Where I might be wrong

First doubt: maybe data isn't the crisis at all. Look at a Mohun Bagan boro match in Kolkata. The 2026 derby drew 131,781 to Salt Lake, the highest figure in the commonly available record. No xG filled that ground. What keeps Indian football alive is community, and community does not need a number.

And here I have to catch myself. If I claim data will change Indian football, I am committing the exact sin I attack in federation press releases — selling a hope with no foundation. Data is not a ladder. A ladder is promotion, money, coaching quality. Data is the light on that ladder. Light does not build stairs.

Second doubt, sharper. An ISL club analyst, speaking on condition of anonymity, laughed at me: "You're assuming there's no data. We have data. Within twenty-four hours of a match I have a report on every player. The problem is the report never leaves the coach's room."

If he is right, my whole frame is wrong. Then this is not a data desert, it is a data vault. And a vault is fixed with a key, not with irrigation. That distinction matters enormously, because if the problem is capability the remedy is training; if the problem is publication culture the remedy is regulatory — one public page written into licensing conditions.

Third doubt comes from my own experience. I have watched many matches where data made the story poorer. When an analyst walks into a dressing room and tells a player his expected contribution is low, that player stops taking risks next time. He plays scared. The rhythm of a match — the strange flatness that descends in the 60th minute, the sudden surge that one tackle produces — does not live in the model. A former I-League coach once told me: "Give me xG and my defenders will understand they made a mistake. Sometimes they didn't make a mistake. It was just football."

I have to concede there is force in that. Perhaps Indian football's data-free wildness is a kind of protection. Perhaps the day everything opens, we will lose our eyes.

Fourth doubt, the one that scares me most. I have imported Europe throughout this piece — licensing, event data, points deductions. Each was meant to explain a mechanism, not to borrow status. But I know my habit: dressing an Indian problem in a European example. I watched Giroud in 2026 — 546 minutes, zero shots on target — and built a thesis out of a zero. It worked because the number and the mechanism spoke the same language. In India that argument has nothing to rest on. A European reference is worth using only when it explains a mechanism — a wage structure, an academy funding model, a licensing document. If the Indian case reads fine without it, cut it.

And the sharpest argument against me is one nobody makes, so I will. Maybe India does not need xG. Maybe it needs two clubs kept alive, two coaches given five-year contracts, and a league where no team refuses to take the field in January. Every hot take starts as a question I cannot leave alone, and I have left this one alone because I genuinely do not know the answer.

What to watch in the next three seasons

I will not end by saying "data matters". That is a speech line, and speech lines are forgotten by morning. Three concrete markers, all with dates.

First: by the end of the 2026-27 ISL season, does any single season's match event data appear in a public file? Not goals, cards and pass percentage — shot locations, defensive actions, player minutes. If it does not appear, I will conclude that the closed vault is policy, not accident.

Second: does a public page ever enter the club licensing criteria, where a club states its wage bill, broadcast revenue and debt? I am not optimistic, but that is the precise point where the promotion dream and the economic reality meet on one sheet of paper.

Third, and the most telling. Over the next three seasons, does any graduate of an Indian academy move to a foreign club with a publicly declared fee? Even one. If it happens, it means some club somewhere is sharing its data with scouts, and that one club has broken the loop.

Across all three, the most startling thing I have learned is that the empty sheet is itself a statement. The empty stand had more noise than the broadcast — I learned that in the Goa bubble of 2026, living in a 1,200-rupee hotel, chasing matches nobody was watching. Then I thought the emptiness was a pandemic. Now I think it was a rehearsal.

We have grounds. We have crowds, reliably, in at least three states. We have a ladder, on paper. We have everything that can be seen, and none of what gets counted.

The question is not when we will get the answers. The question is when we stopped asking — and the next time a coach says "intensity" in a press room, whether we will put the same question to him a second time.