Archive of an Invisible Game: Women's Football's Data Void and the Promise of Blockchain

I woke at three in the morning for a number. Not a goal, not a point — a pressing intensity. During the day I had watched a women's football match from start to finish without blinking. When I went looking for the data afterwards, there was nothing: no expected goals, no pass accuracy, no count of defensive actions. The match had been played; no written trace of it remained. I went back to bed with an unfinished sentence and a question: is this the game that is watched the most yet recorded the least?

When I opened Lieke Martens — in the Dutch summer of 2026 — I felt this absence clearly for the first time. In the Netherlands' Euro triumph, Lieke Martens scored three goals and was named Player of the Tournament. Yet the story inside her game — the pain of injuries, the stubborn refusal to change her expressive style, those long memories with her childhood coach — was written nowhere. I spent three days with her childhood coach in Bergen op Zoom and wrote a five-thousand-word profile. Two mainstream outlets rejected it as 'too emotional.'

Based on my years of watching matches, I can say this void in women's football is no coincidence. It is a structural habit — a long, deliberate forgetting. And that is exactly why, when any analytical framework now tries to work on women's football, every cell comes back empty. If someone asks, 'Does this team press high or defend in a block?' the database needed for an answer was never built. That is not the team's fault, nor the game's. It is the fault of a system that, in turning football into data, left out half the world.

— Root: The Lieke Martens Profile | Scenario: opening a biographical deep dive on a women footballer, here using the void in her own record as the doorway into the wider information crisis of the women's game.

Context — A History Never Written Down

In December 2026 the English Football Association declared women's football 'unsuitable,' and for half a century women could not play on FA-affiliated grounds. Yet just a year earlier, in December 2026, a team called Dick, Kerr Ladies had drawn 53,000 spectators at Goodison Park. The very team that was banned had already filled the stands — which tells you the ban was never against the game, but against its visibility.

The ban was lifted in 2026. By then the men's game had built a century of records, scouting databases, newspaper pages and mountains of statistics. Women's football restarted from zero — not only on the pitch but in the archive. That unequal origin explains why women's football still returns 'insufficient information': because for fifty years nobody wrote it down.

Bangladesh's story is sharper still. After the liberation war of 2026, women's football sat on the margins for decades. In the 1980s girls played on neighbourhood fields, but there was no scoresheet for that play. Early in my radio career, joining Bangladesh Betar in 2026, I watched many matches where nobody even recorded the final score. Slowly a structure took shape — the federation, the national team, school tournaments. Sabina Khatun arrived, and in 2026 in Kathmandu Bangladesh won the SAFF Women's Championship, beating Nepal in the final. A historic moment. But ask where the full passing networks or pressing patterns from Bangladesh's matches are preserved. The answer: either they do not exist, or they are scattered across someone's phone photos.

Core — Data That Was Never Born, and Tactics Nobody Saw

Now to the real work. The nine doors you must knock on to analyse women's football are all locked from the inside. I will knock on each, and show that the emptiness is not merely a lack of data — it is a lack of understanding.

One. Tactics and tactical analysis. In the men's game we now measure play with expected goals (xG), passes per defensive action (PPDA), progressive carries. In the women's game these metrics are either absent or force-fitted to a men's model. A vast tactical reality thus stays invisible: transition speed in women's football is often of a different character, because physical build and rhythm differ. In many matches I have seen women's teams reach the final third in fewer passes after regaining the ball. But nobody anchors that observation in numbers, so it remains a 'feeling,' never 'evidence.' Imagine a match where a team falls behind on 65 minutes, then moves a full-back inside into a back three and turns the game around in the last 25 minutes. Where is the data of that tactical shift? Almost nowhere. Yet that shift is the story. Without data, tactics die, because tactics live in repetition — and the proof of repetition is data.

Two. Finance and the transfer market. The word most heard in women's football transfers is 'undisclosed.' Nobody says the fee. Nobody knows the free-agent signing-on fee. Here an old position of mine becomes clear: massive signing-on fees for free agents are more toxic than transfer fees, because they bypass the core scrutiny of financial fair play. A transfer fee at least sits on paper; a signing-on fee dissolves into the word 'undisclosed.' Where transparency is thin, as in women's football, that gap is wider. If we imagine a blockchain-based public ledger — every transfer, every wage, every contract time-stamped — the first gain would not be moral; the first gain would be journalistic. A reporter would no longer be forced to guess; she could see.

Three. Results and the public-opinion cycle. In the men's game, five goalless matches earn a 'flop' tag. In the women's game the tag arrives faster — and is harder to shake, because there is no data to argue with. Measuring the gap between expectation and reality requires a benchmark; the women's game lacks one. So public opinion runs on narrative — who is a 'heroine,' who a 'failure' — not on evidence. That is the most dangerous place of all.

Four. League landscape and team positioning. I know Bangladesh's women's league from close up: few teams, few matches, little broadcast. Europe is different — the WSL, Spain, France. In 2026, at Camp Nou, more than 91,000 spectators watched Barcelona play Real Madrid in a women's match, a world record that proved demand exists. But even with spectators, the supply-chain data is missing. Here another of my views returns: an upset team loses its best players to bigger clubs almost immediately; its success is just a prelude to another talent raid. In Bangladesh the form is crueller still — often the player does not leave, the league simply stops, and with no competition the talent is lost.

Five. Governance and rules. The men's game has financial fair play, salary caps, elaborate investigations. Much of that seems inapplicable to women's football because budgets are so small. But small does not mean transparency is unnecessary — thinking so is the error. Smaller budgets, in fact, create more room to hide irregularities. If a player like Sabina Khatun's career record sat on an immutable, verifiable ledger, then in any controversy nobody would be trapped in 'I think' sentences.

Six. Management and the dressing room. We know very little about coaching structures in women's teams — who coaches, how long they last, how they relate to players. This surfaces by accident, not by design. In the men's game a 'new-manager bounce' is measured statistically; in the women's game it is only a story. Yet dressing-room health is the foundation of success. Here blockchain has an unconventional possibility: if player contracts, medical records and disciplinary decisions were time-stamped, abuses of power would be hard to hide.

Seven. Risk profile. There is almost no data on injury risk for women players — yet research repeatedly shows women footballers suffer several times more ACL injuries. Why? Match load, pitch quality, medical infrastructure, or training methods? The data needed to answer is missing. So the risk is known but unexplained.

Eight. Media narrative. One big narrative now drives women's football — 'growth.' More viewers, more sponsors, more recognition. The narrative is true, but dangerously one-dimensional. Because 'growth' does not ask who is paying its price. Who plays for low wages? Which talented player is stuck for lack of opportunity? The 'growth story' often covers the labour reality standing right beside it.

Nine. Industry transmission. In women's football the chain from academy to broadcast is broken. Upstream — girls' academies, scholarships, scouting. Midstream — clubs, leagues, competitions. Downstream — broadcasting, sponsorship, derivative markets. In the men's game all three are joined by money and data; in the women's game, in many places, only by will. Blockchain's real promise lies here — a shared, verifiable record preserving a career's continuity from academy player to national-team player. Then the question 'who is this girl?' has a file, and does not vanish.

Contrarian — The Road Where Data Could Become Another Trap

Now to the part nobody wants to say. The conventional view is that data will save women's football. I say data may save it — or sell it. I say this from the experience the 2026 Russia World Cup press box gave me: only twelve women among eight hundred accredited journalists, and after hearing a colleague say 'women don't understand tactical shifts,' I understood that ownership of information is ownership of power. So when blockchain-based fan tokens and data markets arrive in women's football, we must ask: whose data is this? Does the player own her own data, or is she raw material again? If every pressing action, every sprint, every injury record is sold into betting markets or investment tokens, the women's player will once more be the proof of her own game while being denied its profit.

And there is an odd side to this emptiness. Because women's football was not forced into the men's template, some of its own rhythm survives: less commercial sprinting, more community, a certain dispassionate joy in play. If the data infrastructure is a carbon copy of the men's game, we will gain data but lose that distinctiveness. So bringing in data is not only a win — it is a choice, and that choice must be conscious.

Takeaway — Change Has Begun; The Question Is Only How Fast

The number I could not find at three in the morning will never come back. But for the next generation it can be written down. Players are now archiving their own match footage, independent journalists are building data by hand, and open ledgers and blockchain offer, for the first time, a possibility where even a school final goal by a girl in Bangladesh need not vanish. The question is no longer whether the data exists. The question is who will own it — the players, or the old system that spent a hundred years deciding who would be written down and who would be erased.