The Ledger of Empty Cells: Why the Missing Data in Women's Football Is Where the Risk Hides

Nine columns. Nine times the same sentence. I opened the file and did nothing for about a minute, staring at a screen where the tactical read, the financial structure, the transfer ledger, the league positioning, the governance check, the dressing-room health, the risk matrix—every single cell said the same thing: insufficient information. In English it sounds crueller, in three letters: N/A.

This piece is about that empty file. In nine years of working on women's football I have learned one thing over and over: the biggest story is never in the highlight reel, it is in the blank cell of the table. The cell where a number should sit, and nobody put one there. And that unplaced number tells you more than anything else about who is keeping accounts and who is not. I started with forty-seven subscribers and a semifinal that refused to be small. That day I understood that an empty cell is never neutral—it is a verdict.

In July 2026, aged sixteen, at a Liverpool secondary school, I launched a one-page newsletter on the morning of the Women's Euro opener. I watched all thirty-one matches. On 3 August, when England lost 3-0 to the Netherlands in the semifinal in Enschede, I wrote through the night. I broke Jodie Taylor's five-goal Golden Boot run into per-90 numbers by hand, because no other table gave them to me, and that work took my list from forty-seven to 1,200 by December. Enschede was not a venue; it was a verdict on what we refuse to abandon.

That habit came from a self-imposed rule: every paragraph must contain one named player and one number. At sixteen, with no editor, I imposed it on myself because I could see where women's football writing goes soft—when it has no number, it reaches for feeling. It writes 'growth', 'inspiration', 'fight', and the reader learns nothing.

Then came the real problem. A file of analysis arrived on my desk with every cell empty. That is not an accident. That empty file is the most honest portrait of women's football we have. Ask today how many people attended this league last season, what the broadcast revenue was, what share of club income goes to wages, and the answer is usually the same. There is no data. Where there is no data there is no analysis, only opinion.

In March 2026 the sport stopped. I was nineteen, studying journalism in Liverpool. Over the hiatus I did two things. First, a twelve-week audit of six UK national newspapers: women's sport coverage fell 61 percent between March and May. The matches had stopped; the coverage had no reason to. Second, a long piece on Liverpool FC Women's relegation. On 5 June 2026 the WSL was settled on points per game and Chelsea took the title at 2.60 points per game. Liverpool had six points from fourteen matches. I could not find those numbers anywhere; I had to build them. The club had gone professional; its record-keeping had not.

The 2026-19 WSL was the first fully professional season, across eleven clubs. Contracts arrived, salaries arrived, full-time coaching arrived. Nobody built the place where, year after year, you could say who was paid and who was not.

In December 2026, in Paris, the first Ballon d'Or Féminin was awarded. Ada Hegerberg, twenty-three, who had scored fifteen goals in Lyon's Champions League-winning season, collected it and refused the on-stage dance request. She had already walked away from Norway in 2026 over the federation's pay dispute. The Ballon d'Or glittered, but the real story was the no she paid for. After that I stopped writing match reports and started writing about money—contracts, federation budgets, who pays and who does not. That pivot gave me a beat nobody else at my level in Liverpool was covering, and it is the direct ancestor of every investigation I have published since.

When the stands emptied and the numbers fell 61 percent, I stopped counting and started listening. That is when the real gap showed itself. To assess the tactical side you need xG, passes allowed per defensive action, possession value—and these are not routinely archived for women's leagues. To assess finances you need broadcast revenue, commercial income, wage-to-income ratio, net debt—rarely public for women's clubs. To judge whether a team is over- or under-performing you need process data against results. To map the league you need squad market values, financial power, academy output. To test governance you need open club accounts; where accounts do not exist, rules stay quietly empty, and the fastest thing to fill an empty rule is convenience. To read a dressing room you need sustained reporting and preserved interviews. To name any of the six categories of risk—sporting, financial, personnel, regulatory, public-opinion, systemic—you need an event and a number. The inability to do any of this is itself a risk. We say women's football is growing. But what is growing—the highlights, or the accounts?

Here something odd occurs to me: an open, publicly visible record that no one can quietly erase from behind. In technology that idea has a name. In women's football its closest relative is not an app; it is a fan-maintained spreadsheet nobody can secretly alter. A newsletter of forty-seven can still carry a stadium's worth of rage and hope, but the road from forty-seven to 1,200 was walked with hand-counted numbers, not sentiment. Women's football's biggest crisis is not a shortage of coverage; it is a shortage of record. Coverage is momentary; a record stays. If someone kept ten years of every match, every attendance figure, every contract in one open list, it would not depend on any editor's goodwill. It would remain.

Now to the contrarian turn, where most analysis goes wrong. The conventional view is convenient: if the analysis file comes back clean, every cell green, no red flags, then all is well. Administrators, investors, even journalists fall for it, reading 'no risk identified' as 'low risk'. But test it. My file had no red flags—because it had no colours at all. Every cell was white. A white cell does not mean safe; it means unknown. An analysis that found no risk never says the risk is absent; it says I stopped looking because I was given nothing to look with.

The real danger is here: in women's football, the places without data are exactly where the most money and the most power hide, because where nobody keeps accounts, nobody can be asked to answer for them. That hiding can be deliberate or simply neglectful; either way the result is the same. The weakest pay first, because their complaints have no number behind them.

Here is my uncomfortable confession. I am a supporter of women's football, and a supporter has an easy path: treat the game as a moral cause and excuse every flaw. I will not. My standard stays the same for everyone. A club that breaks a promise gets questioned—women's club or men's. A federation that hides its pay accounting gets questioned. A game whose accounts are not kept cannot be criticised; and a game that cannot be criticised never becomes genuinely professional.

And an older point of mine: return timelines are usually set by PR teams, and 'week-to-week' often means the injury is nowhere near healed. I do not declare this outright, because declaring it needs medical information we do not have. But the power to announce any timeline because no one can check it—that is the real story. Without accounts, accountability disappears too.

So what is the fix? Not 'more coverage'. Better records. When I built per-90 numbers by hand at sixteen I did not know it was a method. Today I know it is the only thing that keeps me away from guesswork: a name and a number behind every claim, a human behind every number. A spreadsheet underneath, a named human on top. Who should do it? Federations and leagues, because they are most responsible. But history says where authorities stay silent, fans build the tables—the unpaid labour of people who log attendances, track contract lengths, preserve return dates. That invisible work is women's football's real ledger.

This piece was born from an empty file, every cell reading 'no data'. I do not see that as defeat. I see it as a question any reader can carry: who is keeping the accounts of the game you love?

The day women's football starts keeping its own ledger is the day it wins the right to decide its own fate. Until then, every number must be found by us, every name remembered by us. I started with forty-seven subscribers and a semifinal that refused to be small; that is why it matters here—an empty table can never stop a whole stadium. The question stays with you, because I do not have the answer. If every account of your favourite league were erased tomorrow morning, would you know who erased it? If not, you do not really know the game you thought you knew. And a game you do not truly know, you can never fully protect.