The Empty Cells Nobody Bothers to Fill: Women's Football and the Disease of Blank Data

There was one line in a data table that made me stop for a long time. It carried no figure, no name. Just a blank cell, marked with the words “insufficient information,” repeated flatly seventeen times on a single page. Seventeen empty cells sitting side by side like the seats of an empty stand at a women's football match late at night. Nobody sitting. Nobody bothering to sit.

I have read more statistical tables in this job than I can count. It took holding an analysis in which almost every cell was left blank for me to realize something: the most readable thing is sometimes not the part that was filled in, but the part that was left behind. An empty cell is not silent. It speaks very loudly.

A data foundation built on half a breath

To understand why an analysis page ends up so empty, you have to look at how we record women's sport. At the professional level, almost every men's match is digitized minute by minute: passes, distance covered, expected goals, individual heat maps. With women's football, those figures tend to arrive later, sparser, and sometimes not at all.

Even at the very top of this sport, the gap is visible. On June 28, 2026, at the Parc des Princes in Paris, the United States women's team met hosts France in the quarterfinals of the Women's World Cup. It was one of the most-watched matches in the history of women's football, with more than forty thousand spectators in the stands. The United States won 2-1, Megan Rapinoe scored twice, and Wendie Renard pulled one back for France. But ask yourself: how many people, beyond a small circle of professionals, still remember who assisted, who ran the most, who won the most duels that day?

Our collective memory of women's football is stored in a thinner kind of memory. We remember the goals, the faces, even the tears after the final whistle. But we do not keep the small facts, because nobody bothered to record them in the first place. When the recording foundation is thin, the data layer above it is thin too. And when the data is thin, every analysis tends to slide toward guesswork.

I once thought this emptiness was neutral. Like a rest in a piece of music — neither good nor bad, just a place to pause. I was wrong.

An empty cell is a decision, not a fact

An empty cell has never been a fact. It is the result of a decision — a decision not to measure, not to count, not to record, not to ask. When a newsroom does not send a reporter to the ground, an empty cell appears. When a league does not install a statistics system, an empty cell appears. When an editor decides that match “doesn't matter,” an empty cell appears. And later, once the empty cell has sat there long enough, people turn around and use it as their own excuse: “There's no data to write from.”

That loop closes very tightly. Missing data leads to missing coverage. Missing coverage leads to missing audiences. Missing audiences are then cited as the reason to cut recording resources further. With each turn, the empty cell widens a little more, until an entire women's football scene fits into a few skimpy lines of summary.

I have seen this in seasons when the stands were nearly abandoned. Afternoons when organizers printed only a thin leaflet, team sheets dashed off in a hurry, some teams even getting players' natural positions wrong. In the longest night, I learned to hear the breathing of an empty stand. That breathing is not the absence of spectators. It is the absence of the people whose job it is to record.

People tally goals. I collect the times they fell and got back up. But to collect them, I have to be there. And to be there, someone has to pay for me to travel, bring me to the ground, give me the time to sit after the whistle. Those are decisions beyond any player's reach. A girl who practices shooting every morning cannot fill in her own empty cell. The one who fills it — or leaves it blank — is the system.

There is a small detail I keep as a reminder. Before every interview, I tend to ask players about family meals, about who drove them to training in the morning. Not to capture a touching quote, but to reconstruct the data the table forgets: how they got to training, how many hours they slept, what they ate before the match. Those facts exist in no professional database. They exist only if someone sits down and asks.

Commercial value and sporting value do not run on the same axis

The most common objection I hear is simple: no audience means no data, no data means no coverage. It sounds reasonable, but it reverses cause and effect. In men's football, the recording systems were built before there was an audience, not after. Data generates attention; it does not merely follow it.

What is worth noting is that the commercial-value axis and the sporting-value axis run differently. A player can have very high sporting value in a coach's eyes yet never appear on a transfer valuation, because her market has not been defined. A player's worth does not sit on a price tag; it sits in what she dares to claim back. A price tag reflects only how mature a market is, not the quality of the person playing.

In the transfer window, this misalignment becomes sharper. The noise around men's contracts drowns out every other signal. Million-euro fees appear in thick clusters, repeated over and over, while a women's transfer is sometimes recorded in a single short line, with no contract length, no clauses, no detail at all for a reader to picture. The empty cell sprouts again, this time in the middle of the news page.

Some will say: just let the market decide. But the market does not generate information on its own. Information is the product of labor — of reporters, analysts, database builders. If nobody pays for that labor in women's sport, then the market “valuing it low” is a consequence, not a cause. We are taking the outcome and using it to explain the very cause that produced it.

I remember one time I had to cover a match for which the organizers provided no official team sheet. I sat for two hours after the whistle, logging every passage of play myself, asking the names of every substitute, cross-checking with the cameraman. The final report ran only a few hundred words, but to get it, I spent many times the effort of a men's match supplied with full data. That effort never shows on the page. It lives in the empty cells I tried to fill.

Change is happening, slowly

A few women's leagues have begun installing their own statistics systems. A few newsrooms have carved out a dedicated women's sport desk. The tables still hold many empty cells, but the number of filled ones is rising each season. This is not quite a revolution. It is a habit being corrected.

Some stories do not begin with a goal, but with the bench where someone was listened to for the first time. And some lives are told only when someone stays long enough to fill in the first empty cell. When the data table on women's football is still empty, what we lack is not in the answer, but in the person willing to ask the question. Next time an analysis page opens, will anyone be patient enough to stop writing “insufficient information,” and start searching?