Outside the Frame: When Women's Sports Data Goes Uncounted

That night I counted 347 people in the stands. I wrote that number into my notebook myself; it did not come from any statistical table. The match between Incheon Red Angels and Gyeongju KHNP, round 12 of the 2026 WK League season, had a single fixed camera placed at midfield, and it missed almost everything happening on the left flank. I rigged an extra low-angle camera to capture the high pressing. Because of it, Lee Min-a's 23rd-minute opener could be reconstructed in full: a diagonal run that broke the offside trap, a gap between two centre-backs, and a composed finish. The secondary camera is not a lower starting point – it is an angle the stands have never seen.

I retell that small detail because it is not small at all. It is the common denominator of nearly everything I have done over twelve years.

When a men's match is broadcast, there are dozens of camera angles, player-tracking data, a dedicated statistics crew and forecasting models. When a WK League match takes place, there is usually one camera, a handful of note-takers, and a thin summary sheet copied from one outlet to the next. That scarcity is not the problem of a single league. It is how an entire industry treats women's sport as an appendix, something worth mentioning on a special occasion and then shelving again.

The South Korean women's national league was founded in 2026, decades after the men's game. For many early seasons, matches were played with almost no televised audience. Women trained with ageing equipment, played on pitches that were not properly maintained, and, most importantly, no one recorded what they did in full. A sport that is not recorded is a sport stripped of its memory.

The media tends to remember the scorer and forget the creator. In women's football that tendency is even heavier, because almost no one logs the second assist or the pass before it. The collective memory of a sport is built from whatever survives after the cameras switch off.

The irony is that this scarcity is used to justify itself. No data, so no analysis. No analysis, so no coverage. No coverage, so no data. That closed loop turned steadily for decades, and people gave it a polite name: the market is not big enough yet.

In 2026, when global competitions paused, I sat down and built a dataset of 214 matches played by the South Korean women's national team between 2026 and 2026. I rewatched every tape, counted by hand, cross-checked myself, and trusted no ready-made table. The result: South Korea scored only 23.7% of their goals from set pieces, while Japan reached 41.2%. That gap of nearly eighteen percentage points does not live in fitness or individual technique. It lives in preparation: the number of dedicated set-piece sessions, the quality of the deliverer, and how the coach divides roles inside the box.

I once tried a small exercise: counting how many times a women's centre-back had to rotate her body to cover in a single season. No body publishes that metric. I had to do it myself, match after match, and the result showed that the most underrated defenders were the ones rotating most often. Numbers that do not exist tend to hide players who are not remembered.

I sent that report to the women's national team head coach. A few weeks later I received an email inviting me to work on opponent analysis during the October camp. A pragmatic, small act, but it opened an entirely new path. I learned that data, counted the right way, can travel further than any compliment.

A year later, in 2026, while covering women's football at the Tokyo Olympics, I rewatched England against Japan in the group stage. In the second half I counted 17 fast counter-attacks by England. The official statistics recorded only 3. Fourteen counter-attacks were erased from memory simply because someone defined a dangerous chance arbitrarily. What matters is not 17 or 3, but that this table was published, quoted and repeated thousands of times without anyone verifying it. Once a wrong number is printed, it outlives the truth. People correct the news, but they rarely correct the number.

I do not trust emotion, I trust data. Emotion can lie; a table of numbers cannot.

Recently I received a deep-dive analysis of esports. Every data field — title, source, core information, author's viewpoint — came back empty. The report was left as a skeleton, with nine analytical sections, each carrying one cold line: insufficient information, cannot assess. People call it a data-pipeline failure. I call it a miniature portrait of an old habit: we routinely comment, argue and conclude about things that were never properly recorded in the first place.

That is why I look at esports and women's football through the same pair of eyes. Both are fields outsiders assume they understand simply because they watched a few highlights. Both have a layer of data outside the main frame, where the real decisions are made.

In football, that layer is the forgotten minutes. Football is remembered not only by its goals, but by the forgotten minutes of extra time. A run off the ball in the 89th minute, a drop-off cover nobody logs, a sideways pass dismissed as pointless that actually stretches the whole defensive block — that is where the match is decided. I read a game through the silences between its rhythms, not through the scoreline.

In esports, that layer is the round resets, the teamfights lost only because one player retreated a beat too late, or a ban-pick that looked harmless but shaped the entire game. Viewers see only the final kill. Analysts must see the twelve seconds leading to it.

And in both, one shared trap exists: possession share is the most deceptive metric of all. A team can hold 60% of the ball purely through safe sideways passes, pleasing to the eye, without creating a single genuine chance. That figure describes idleness, not danger. People still quote it as a measure of class, when it usually measures only the patience of whoever holds the ball.

The same holds for the transfer market. The giants race to sign expensive contracts, and the media call it an arms race. But the genuinely valuable deals usually sit at small clubs, where a free transfer arrives and reshapes an entire system. The most expensive move is not on the contract, it is in the gap the player leaves behind. People count money; they do not count the gap.

People still ask me whether women's sport is worth investing in, and the question is always framed wrongly. The issue was never whether audiences want to watch. The issue is that they have never been given a decent enough product to watch: a good enough camera angle, a deep enough dataset, a detailed enough story. Investing in data is not a cost. It is the condition for a market to exist.

In a major-tournament season, that pressure is compressed even tighter. When a whole nation fixes its eyes on one match, it is easy to forget that a missed penalty in the 88th minute is rarely a purely technical matter. It is a matter of breathing rhythm, of a packed schedule, of a player who has already run more than ten kilometres before stepping up to the spot. Analysis must stay glued to what happens on the pitch, not to the emotional gaps of the audience.

I do not deny the power of emotion. I simply refuse to let it lead. 214 matches, 214 problems: the pandemic did not stop football, it only changed how we read the game. Every time I rewatch a tape, I find a new detail I missed before. That is why I rewatch, recount and cross-check before writing a single concluding sentence.

That empty report, in the end, left behind a reminder. It reminded me that data does not generate itself; someone has to set up the camera, sit and count, and bother to record what the stands overlook. If we do not do that work, we will keep analysing the skeleton instead of the match.

Twelve years ago I started with one secondary camera and 347 spectators. Today, the only thing that has changed is the number of people who understand that the marginal angle is the main angle. Women's sport, and esports too, are shifting in the same direction: from being treated as a side dish to being held to decent numbers.

I do not need the audience to believe me. I need them to rewatch the tape and count for themselves. When someone counts for themselves, they no longer depend on anyone to understand the match. What remains is not the audience's job. It belongs to the people holding the camera, the pen and the spreadsheet. The question I ask myself every morning before going on air is simple: what will I count today that others refuse to count?