Liverpool Opens Anfield to the Girls Nobody Ever Counted

Last October, Liverpool announced a programme in which not a single metric I could put on a board existed: no xG, no PPDA, no completed passes. A data analyst like me looks at that and sees a void. But the void itself is data. Across twenty-nine years covering this industry, I have learned one simple, painful thing: what is not measured is usually what is not cared about. So when Liverpool — a club whose numbers I have dissected pass by pass — launched an initiative for Black and marginalised girls and women, my first reflex was to look for figures. I found none. And I decided to write about precisely that absence. The programme is called "Beyond the Goalposts," launched by Liverpool and run by the LFC Foundation, the club's community arm. The stated aim is clear in its language: to create pathways for Black girls and women, and for groups pushed to society's margins, both on and off the pitch. On-pitch sessions will feature experts and players. Alongside them sits a careers component focused on building a professional life beyond football. Switzerland women's national team player Aurélie Csillag is involved. The original source is The Guardian's "Moving the Goalposts" newsletter — a publication I follow closely because it consistently surfaces stories that traditional stat sheets miss. This is not a match report. It is not a transfer deal. It is not a tactical breakdown. It is a social access programme, partly funded by the Premier League — a league I still track week by week — but the amount and duration of that funding are undisclosed. That is the first point where I stop. When a club talks about opening a door, I want to know how wide it is, how long it stays open, and who holds the key. Numbers carry no bias. Bias lives in those who lack them. Let me try what I always try: breaking it down. On tactical and technical grounds, the programme contains no formation, no pressing scheme, no build-up pattern. That is entirely reasonable, because the target group is not a professional squad but girls who may never have touched a properly inflated ball. No xG, no expected assists, no possession share. The only technical reference in the source: "experts and players will assist with on-pitch sessions." So I write into my column, exactly as I do in the risk scorecards I send to clients: tactical sophistication — insufficient information; execution — insufficient information; personnel fit — low, since no squad is described against which to judge it. Those blank cells are not analytical failure. They are the truth of the story. If you forced me to put a number there, I would be lying. But I do not stop there. I always ask the follow-up: if the board cannot measure it, what is actually being measured here? That is when the most valuable part of the source appears. Aurélie Csillag, in her remarks around the programme, speaks about body image and confidence. She speaks about the feeling of being seen, recognised, belonging. This is a metric no data vendor sells you — yet it operates like a heartbeat. During my years hosting "Football Night," I interviewed hundreds of players. Male players, asked about form, talk about legs, rhythm, feel for the ball. Female players, asked the same question, often have to open by establishing whether they are allowed to stand there at all. Whether they are considered legitimate. That is a hidden variable every model skips. I argue the "on-pitch" element of this programme carries a double meaning: half football, half psychological safety. You cannot learn to chest a ball if you are wondering whether your body is being judged. Read only the headline, and you think this is a football class for kids. Read closely, and you see it is first a programme that grants permission. Numbers cannot measure permission, but without permission no number is ever born. On finance and structure, the picture is blurrier still. No figures on broadcast revenue, commercial revenue, wage spend or net debt appear here — and rightly so, since this is not a deal. The one thing that can be stated with certainty: the programme is backed by Premier League funding, but scale and duration are undisclosed. From my years as a transfer market administrator, I call that "funding dependency risk." A community project that lives on grants without disclosing its cash flow is like a player on a verbal contract: it can run very fast, until someone flashes a card. And because the programme is run by the LFC Foundation — the community arm, not the professional women's team — that money is very likely ring-fenced from the senior women's budget. Good governance, but a worrying pathway. If a fifteen-year-old in that session reveals genuine potential, who is responsible for promoting her into the academy? The source does not say. At the level of inference, I can only say this: the likelihood is low, and there is no evidence of a transition mechanism. I note it in my table in two words: undefined. This is where I must say something not every writer wants to say. I look back at my own record. In 2026, I was attacked online for using xG to challenge a PSG victory. Hundreds of comments said women do not understand football. I did not reply. I sat down, built a framework of twenty-three Ligue 1 matches, and waited three months. When PSG's numbers dipped and they lost 1-2 to Lyon, I wrote again. Data is the only thing I trust after watching too many promises break. And precisely because of that, faced with a programme like "Beyond the Goalposts," I will not let myself drift into heroic epic. I refuse to write "heart of a legend" or "will to win." Those words, unanchored by numbers, are just perfume masking emptiness. But for the same reason, I refuse to mock it. And here I must separate something the online crowd habitually blurs: correlation is not causation. Liverpool opening a community programme does not automatically produce more quality women players. The Premier League funding it does not automatically guarantee the programme survives. A Swiss international appearing does not automatically turn a session into an academy. If someone declares "this is the step that creates a golden generation," I will demand the numbers at year three. If someone says "this is just PR," I will demand the same numbers. Both sides are judging unfinished data. The genuinely counterintuitive point sits elsewhere: our transfer data models overvalue youth potential and undervalue dressing-room chemistry — but at the same time we underprice potential supply sources simply because those sources are not in the dataset. A fourteen-year-old girl in a neighbourhood no scout visits is not "lacking potential." She is a data point never collected. In my industry we call that selection bias. In life we call it being forgotten. Both names are correct, and both are equally expensive. One more thing I cannot leave unsaid, and it bears directly on the writer's position. I am a woman, forty-five, working in an industry where the meeting room is usually all men, and I earned my seat with spreadsheets, not identity. So when I read about a programme aimed at marginalised girls, I read it with two eyes: one of an analyst, one of someone who once stood at that exact margin. The first eye demands evidence about money, duration, transition mechanisms. The second knows that a single chance to stand on a real pitch can change a child's whole trajectory. The two eyes do not contradict. They complete each other. I have no data to prove this, and I will not pretend otherwise. I only know that in my work I regularly build player-by-player risk scorecards. A risk model saves no one, but it gives them a chance. That is the humblest value of data: no promises, just an open door. And sometimes opening the right door at the right moment is all a person needs. So what is the signal for the next cycle? For me, it is not in the press release. It is in three questions I will track: how long the Premier League money lasts and how transparently it is disclosed; how many girls from these sessions advance into Liverpool Women's academy system, and by what mechanism; and whether Aurélie Csillag — and other players — appear consistently in year two, or only at the launch. Those questions are not romantic. But they will decide whether this door is still open when the cameras have gone dark. For now, I choose to believe in the missed shots. The girls walking into their first session and shooting wide — they are giving me data more valuable than any goal. Because victory hides mistakes, while a missed shot exposes a person's real decision logic. And if one day, ten years from now, I reopen my dataset and find the name of a player nobody counted today, then I will know the void I saw at the start of this piece has been filled — not by a number, but by a life.