Empty Cells, Erased History: Broken Links in Women's Football's Data Chain

Recently an analysis file reached my hands; its label was a single word — football. What I found when I opened it was an astonishing emptiness: no information points, no team, no player, no score. Nothing but a name. Those who work with data know that this blank result is itself a statement. The question is simple — a game that happened so much, where did its record go?

In 2026, at forty-six, I travelled from Barishal to the Netherlands for the UEFA Women's Euro. When I opened Lieke Martens — her play, her childhood, the history of her injuries — I saw that she scored three goals, was named Player of the Tournament, and the Netherlands won their first major title. I spent three days with her childhood coach in Bergen op Zoom. I wrote a 5,000-word profile. Two major outlets returned it — "too emotional." Today I think that returned page was also a kind of erasure. As the analysis file that is blank today is also.

The game on the pitch ends when the whistle blows. The memory of the game does not — it lives in the scoresheet, the scouting report, the archive. Football is really a chain of links: one generation's record becomes the next generation's basis for comparison. The stronger the chain, the more reliable the history. This is the core idea of blockchain too — once recorded, information is immutable; no one can quietly erase it. Sports archives should be the same.

In reality they are not. Men's football's accounting is scattered everywhere — pass counts, expected goals, per-minute positions, the gaps in defensive actions. In women's football that chain breaks constantly. In Bangladesh, and across South Asia, a complete record of women's matches is hard to find. Which goal in which minute, who assisted, who cut out which ball — these often survive only in the eye's memory, not on paper. Where there is no information, there is no analysis.

Here is the real point. A broken data chain does not mean only "no information." It means no one collected it, or the collected data was lost, or the whole system is not used to watching women play. Over a long career I have seen that this emptiness is never neutral. An empty cell makes a claim — "this was not important." The biggest deficit in women's football is not of skill but of documentation.

Consider if the instrument of analysis itself is biased. Expected-goal models are built mostly on the vast data of men's football. When such a model is applied to women's matches, it misreads shot angles, ball speed, the nature of duels. The very yardstick for understanding women's play is cast in the mould of men's. Between what happens on the pitch and what the machine writes, a silent gap is born.

When I opened Sabina Khatun's file, I remembered sitting in the stands at Bangladeshi women's matches many times — where the cameras never came, where the scoreboard was not updated on time. When Sabina scored, that goal first lived in the mouths of spectators, not on paper. Only if someone later wrote it down did it enter history. This delay is the real loss — in the gap between memory and record, a generation is lost.

From my years of watching matches, I can say that in women's football the least recorded thing is off-ball movement — creating space, pressing from behind, running like a shadow. This work is the life of modern football, yet its numbers are the least documented. So a woman player's skill is proven but not measured. And what is not measured, the market hesitates to price.

Here the idea of a data chain becomes useful. If we recorded every women's match in a way that could not later be quietly altered — like a blockchain ledger — there would be no dispute over "who scored first, who was present in that moment." Each link would connect to the previous, and history would remain intact. The technology here is not the solution but a metaphor — yet the metaphor shows that what is lost in a broken chain is hard to restore.

One more thing to notice. When a small team suddenly beats a big one, its best players quickly move to bigger clubs. The team that wrote history has its record broken quickly. This erosion is sharper in women's football, because the pool of replacement players is small. So the memory of a remarkable success fades season by season.

Now an uncomfortable point. Before lamenting an empty record, we must ask — is more data always more understanding? No. I have seen analyses that arrange thousands of numbers yet miss the pulse of the game. Data does not speak by itself; its interpretation speaks. So the demand for documentation must not turn into dogma.

There is another danger. Whoever keeps the ledger becomes the gatekeeper of history. A data chain can liberate, and it can also create new gatekeeping. If the world's rich leagues control women's football data, the Barishal girl's goal will again sit in the bottom row. So a record must be kept within reach, not merely stored away — for those whose story is being told.

One thing deserves credit. The analysis file that reached me, given zero information, fabricated nothing. Where there was no evidence, it plainly wrote — no evidence. This honesty is journalism's true foundation. Of all the empty reports I have seen in a whole career, most were not this honest; many weave a story out of the void itself.

Still, there is no time to sit in the void. What happens on the field demands history. In Barishal we now hold a monthly workshop with young women sports writers — teaching them to record their own matches: score, time, moment, name. These small notes will one day become a chain. The question today is not whether women's football has a history; the question is who will write it — and for whom.