Seventeen Forgotten Counter-Attacks: How Official Statistics Misread Women's Football

The second half of the England–Japan group-stage match at the Tokyo 2026 Olympics lasted forty-seven minutes. I sat in front of a screen with a notebook and counted. When the referee blew the final whistle, the figure in my notebook was seventeen. The organisers' official statistics sheet recorded three. This gap of fourteen counter-attacks was not a typo. It was the outcome of a different definition of a dangerous chance — and that definition is obscuring most of what actually happens on a women's football pitch.

I approached this match as a new staff member at SBS Sports. It was the third shift in my first week covering Olympic women's football. The job was simple: review the tape, note the events, cross-check against the data published by the organisers. That day I discovered something that anyone in the analysis industry ought to know but few are willing to admit: the official statistics sheet is not a faithful photograph of the match. It is one of several versions of the match, recorded from one vantage point.

The official statistics sheet is one way of counting among many.

Context: How the Counting Criteria Shape the Picture

To understand how seventeen and three can coexist, one needs to know how organisers define a "dangerous chance." In many standard technical reports by UEFA and FIFA, a counter-attack is only counted as a "dangerous chance" when several conditions are met: the ball enters the penalty area, at least one shot is taken on goal, or more than three players are directly involved. A move launched from the left flank that shifts the entire opposing back line but does not end in a shot is discarded. A through-ball that unbalances the Japanese defence and opens space for a later move is likewise not counted.

This definition has its own logic. It turns statistics sheets into a means of comparing hundreds of matches, across leagues, across seasons. If every analyst counted by their own criteria, nothing could be compared. The problem is that when comparison becomes habit, readers forget what the number was created to measure. The "dangerous chance" metric in England–Japan does not measure how often England successfully transitioned into attack. It measures how often those transitions met an administrative threshold to be counted. The two only coincide in the best case.

I first began to notice this during the 2026 WK League season. My first assigned match, between Incheon Red Angels and Gyeongju KHNP in round twelve, drew only 347 spectators. The organisers placed a single fixed camera in the centre of the stand — a wide view that missed every move originating from the left flank outside the penalty area. I rigged a second, low-angle camera aimed at Incheon's high-pressing zone. Lee Min-a's opening goal in the twenty-third minute, replayed on the main camera, showed only a single instant: the shot that scored. On the second camera, viewers saw the run of the left midfielder, a broken clearance by a Gyeongju defender, and two seconds of silence before the ball reached Lee Min-a's feet. The difference between the two angles was almost the difference between a goal and an entire attacking system.

Analysis: 214 Matches, 214 Problems

In 2026, when leagues were suspended by the pandemic, I finally had time to do something I should have done long before. I built a dataset of 214 matches of the Korean women's national team from 2026 to 2026 — every match for which I could access complete footage. For each match I recorded three things: the source of goals (open play, set piece, penalty), the number of counter-attacks that actually destabilised the opposing back line, and the number of counter-attacks recognised by the official statistics sheet. I did this entirely by hand — re-watching, counting, recording, cross-checking.

The first result made me review the dataset three times. The Korean women's national team scored 23.7% of its goals from set plays between 2026 and 2026. The corresponding figure for Japan in the same period was 41.2%. This near-twofold gap was not about free-kick or crossing ability. It was about how the two teams prepared before each set piece. Reviewing the footage, I noticed that Korea typically offered only two or three movement options for a corner. Japan offered five to seven. More complex preparation does not guarantee goals, but it raises the probability of striking an opponent's weak point.

A team's set-piece metric does not measure free-kick ability — it measures how many options the team prepares before the ball rolls.

I sent the report to the head coach of the Korean women's national team at the time. I did not expect much. Three weeks later I received an email inviting me to collaborate on opponent analysis during the October training camp. From then on, my work shifted direction: no longer writing observations based on the feel of watching a match, but writing based on data tables I had built with my own hands. That was also when I learned the most important lesson of the trade: a data table you counted yourself, however crude, is more trustworthy than an official table you have never verified.

Back to England–Japan in Tokyo. When I counted seventeen English counter-attacks in the second half, the first thing I did was check my own definition. I used the criterion: a counter-attack counts only when the ball travels from one's own half to the opponent's half within twelve seconds, involves at least two forward passes, and pulls at least one opposing defender out of their assigned position. Under this criterion I counted seventeen. Applying the organisers' criterion — a final shot or the ball entering the penalty area — my figure dropped to four, close to the official three.

The difference between seventeen and four lies in the purpose of counting, not in right or wrong. If a viewer wants to know how England imposed itself on the match, seventeen tells a truer story. If a viewer wants to know how many goal-scoring opportunities England created over ninety minutes, four is more reasonable. Both are correct within their own frames. But when the media presents only one figure — the lower one — the public receives a distorted picture.

No counting method is absolutely wrong. There is only a count presented without a definition.

I wrote that rebuttal for SBS Sports. In it, I presented both figures, explained my criteria and the organisers', and left the decision to the reader. A K League coach later shared the piece, saying he used it as reference material for his trainees. That was the first time I understood something about statistical rebuttal: it need not point out that anyone lied. It only needs to point out that one way of counting is not the only way.

Three years before England–Japan, I had written a short series on pressing for my university blog, using the 2026 World Cup semi-final between France and Belgium as an example. In that match, Belgium transitioned from defence to attack in eight seconds, with twelve consecutive passes after three earlier counter-attacks. The first article drew only 126 views, but a lecturer used it as material for a tactics class. That was when I realised women's football fans are not lacking in analytical ability. They are only lacking content written the right way. That series taught me a lesson: do not write to teach the reader, write to re-watch the match together.

There is a larger problem behind the numbers. In men's football, a twelve-second counter-attack is tracked by at least four camera angles, including behind-goal and overhead drone cameras. In women's football at competitions like the WK League, some matches have only two cameras, sometimes one. If organisers only count what the main camera sees, and the main camera does not see the left flank outside the penalty area, then counter-attacks originating there simply do not exist in the official data.

This is a structural problem. It does not stem from anyone's bias. It stems from budget. A women's qualifying match may have a broadcast budget one-tenth that of a men's match at the same level. With that budget, there is one camera angle. With one angle, any analysis based on positional data — which every modern analytics platform requires — is limited.

I know this because in 2026 I personally rigged a second camera at the Incheon stadium. I had no budget. I had an old camcorder, a tripod, and about forty minutes before kick-off. But thanks to that extra angle, I could analyse Incheon's high pressing — something the main camera completely missed. From that I understood one thing: the second camera is not a lower starting point — it is a vantage the stands have never seen.

In most cases, the lack of angles is not the analyst's problem. It is a problem of how budget is allocated to women's sport. But the analyst can choose how to respond. They can write based on what the main camera shows — the safe way, but prone to wrong conclusions. Or they can seek out other data, count for themselves, and write honestly about the limits of their own understanding.

I chose the second path. With every dataset I build, I record the counting criteria, the tape source, and the number of matches excluded because no footage exists. This means my articles are never tidy. But they are honest.

A Counter-Intuitive Angle: Possession and the Commercial Trap

In football, people often speak of possession rate. But in women's football in smaller leagues, this metric is even less meaningful than in the men's game. A women's team can hold 60% of the ball through sideways passes in its own half, while the opponent needs only eleven seconds to turn defence into a goal. In my 214-match dataset, some matches saw the winning team hold only 34% of possession yet create twice as many genuine chances as the team with 66%. Anyone looking only at possession would conclude the opposite.

Possession rate is the most deceptive metric in women's football, because it measures passes rather than threat.

This leads to a core paradox of modern women's football. Women's leagues are receiving more investment than a decade ago, more viewers, more broadcast rights. But most of this new investment flows into what can be sold — jerseys, branding, star players — rather than into data infrastructure. That means the more money pours into women's football, the wider the gap between what happens on the pitch and what the statistics sheet records. Because the sheet only counts what the main camera sees, and most women's leagues still use very few cameras.

I once discussed this with an editor in Korea. He countered: if we broaden the counting criteria, every team can show off pretty numbers — how do we compare? I replied that comparison was never easy. But there is something more worthy of comparison than an absolute figure: the trend. A team rising from four to seventeen counter-attacks across three seasons, even counted by an open criterion, tells a story of progress. That story is more credible than a fixed value.

Another aspect few mention: detailed data does not only serve journalists. It serves coaches, players, and most importantly — the administrators themselves. A women's league without good enough data infrastructure cannot convince sponsors that it is investing in a measurable product. This loop is closed: no data means no persuasion, no persuasion means no investment, no investment means no data again. Breaking this loop cannot be done with broadcast money alone. It requires a decision to invest in cameras — the thing no one is excited to discuss, yet the foundation of everything else.

Progressive Reflection

The work of women's football analysis is, in the end, not the task of counting to match the official sheet. It is the task of looking at what the official sheet ignores, and honestly recording one's own limits. If the official sheet says a team had three counter-attacks, the analyst should not merely nod. They should ask: where was the main camera placed, which areas did the frame cover, how was the criterion defined, and how many off-frame moments might have changed the match.

I do not trust emotion; I trust data. Emotion can lie, the number sheet cannot. But I also know that a number sheet is only honest when the person who compiled it states clearly what they counted, what they missed, and why. That is why, from 2026 to now, whenever I sit down for a women's football match I keep two notebooks ready: one for official metrics, one for my own counts. The difference between the two notebooks — not one or the other — is what deserves to be written. And perhaps in a few years, when Asian women's leagues begin investing in multi-angle camera systems, people will realise how many stories were left outside the frame.