Empty Chess Analysis: The Lingering Shadow of Neglect

When the screen displayed a litany of 'N/A – insufficient information' in a data analysis of a match, I recalled the summer in Russia, when I and three friends carried out the 'Forgotten Queens' project. We spent hours interviewing former women's football stars, but no major sports newspaper cared to publish. Today, an in-depth analysis process on women's chess has fallen into the same trap: no parameters identified, no opponent compared, no tactic examined. It all amounts to one word: emptiness. The story begins with an article purported to compile match data. The author sent to experts a detailed analysis with decades of criteria, such as tactical sophistication, engine match rate, execution stability, rating figures, head-to-head records, tournament system context, competitive landscape, regulatory framework, systemic risks, media narrative, and spillover effects. But every returned field indicated insufficient information. Not a single raw data line or ranking table was provided. The writer — an analyst with 13 years of industry observation — had to conclude the only possible way: 'unable to assess.' Yet behind that emptiness lies an entrenched structure of sports information. Drawing on my experience watching matches since my days as a chess commentator, I realize that data is never naturally absent; it can be deliberately omitted by those responsible for statistics. In Vietnam, men's football has dozens of data analytics companies covering everything from dressing-room operations to individual sprint distances. Conversely, women's chess tournaments — which fall outside large commercial broadcast systems — have almost no open data sources. Leading female players often have to log their own moves using Excel or even pen and paper. In an era when the world races to develop artificial intelligence, the fact that an international match analysis cannot find data speaks volumes about how women's sports remain undervalued. In the analysis just mentioned, indices like 'highlights' and 'signals requiring ongoing tracking' were blank. This might easily lead readers to think the match was trivial. But imagine the opposite: if a men's World Championship final suddenly lost all data, the global chess community would immediately raise their voices. I have seen international media draw brilliant tactical charts for male players after just one friendly. So why are we so willing to accept 'N/A' for every field when analyzing a women's chess match? This is not a technical problem but one of legitimacy. Sports communities usually allocate resources only to what they believe deserves attention. The value of a female athlete does not reside in price tags, but in the fates of girls who dare to dream. When I began my writing career as a professional chess player, I constantly faced incomplete datasets. Girls' youth tournaments often went without systematic move logs. Later as a commentator, I saw female players omitted from ranking systems because they rarely had access to international competitions. Ultimately, I realized that the answer to missing data lies not in waiting for a sponsor but in changing how we write. Without data, we must write explicitly about its absence, and the reasons for its absence. That chess analysis, though empty, inadvertently mirrors a larger picture: the systemic neglect of women's sports in our national sporting industry. Here a contrarian view should be raised: sometimes a 'null' analysis is more valuable than a fictitious data-driven piece. It states the plain truth that we have never invested enough to analyze. This silence is not the analyst's fault but likely a systemic failure of media that for nearly a century has not considered women's chess a high-level battleground. A similar phenomenon occurred in women's football. When Shanghai Women's FC nearly dissolved in 2026, we did not save the team with spreadsheets and statistics; we saved the belief that the club deserved to exist. After that, we started building data from direct interviews: the number of players needing second jobs, the number of canceled training sessions, the number of vanished sponsors. Those 'crude' numbers became our most potent weapon to draw attention. Today's female chess analysts may confront a 'blank sheet' but should not view it as a dead end. Instead of questioning the match, question the information system that failed to produce suffient data. A professional analysis must include corrective measures. It could begin with recording every match without gender bias, building an open data repository for young female players, or utilizing readily available online analysis tools. In a Shanghai suburb, we once taught teenaged girls to analyze their own games using a smartphone and open-source websites. A young player's continuous pressing that forced the opponent to rush a pass is a small detail, but perfectly measurable once we believe she deserves to be counted. In the sports world, each piece of discarded data is a deferred dream. I have seen a generation ready to press, and I believe they will never retreat. Those 'N/A' entries are not an ending but a starting point for a new conversation: how can no woman's match ever be left unanalyzable? The answer lies in journalists, coaches, and athletes themselves taking ownership of their stories. An empty analysis further proves that we cannot rely on others to deliver data; we must build it ourselves. The summer in Russia, I went in search of queens missing from the map, and I am still searching — in every data void, knowing they await recognition.