When a Billiards Analysis Comes Back Empty: A Lesson on Data and Ethics in Sports Media

A regular billiards season never lacks stories: a century break applauded to its final ball, a comeback in a decider, the silence before a safety shot. Yet I want to devote this column to an empty analysis report, one whose player, tournament and statistics fields are marked N/A. On the surface, it is easy to conclude that a machine or a writer has failed. I think otherwise. In billiards, the most uncomfortable feeling is not losing to a rival; it is seeing no intention behind the rival's game. An N/A report is similar: it says nothing, yet it exposes a chronic failure of sports media culture, the fear of saying 'I do not have enough data.' Before discussing tactics, we must answer a simple question: which discipline are we talking about? The label 'billiards' is too broad. It can mean snooker, with long safety exchanges and break-building technique measured in millimetres. It can mean nine-ball pool, with quick attacking rhythms where one small mistake creates an instant opening. It can also mean carom, a separate world without pockets where paths and touches of balls resemble geometric calculations. Without knowing the discipline, every judgement is built on sand. This explains why an analysis full of N/A still carries value. It reflects an honest process: no player name, no tournament identity, no match record, so no fabricated story should be created. As a sports writer with many years of observation, I see that as a gatekeeping mechanism. Gatekeeping is not about blocking readers; it is about blocking unreliable information. The billiards media market is already overloaded with emotional commentary. Imagine an article claiming that Player A is in great form. The first question must be: based on which data? Is it frame-win ratio, ability to create chances, consistency of break sequences, or simply excitement after one win over a weaker opponent? Without data, that comment is only a compliment paid to a famous name. This mirrors a common disease in football writing: people write according to a player's reputation, not according to how that player truly moves on the pitch. In good sports analysis, numbers do not stand alone. They need context. Context cannot come from imagination. It comes from verification: which tournament, what rules, how many times the players have met, table conditions, venue atmosphere, and even mid-season rule changes. If any layer is missing, the piece cannot honestly be called analysis. Hosting major events taught me that all information must be checked against the field. In Liverpool, I had to pronounce athletes' names correctly and understand their cultural backgrounds. Mispronouncing a name is never just a technical slip; it is a sign of disrespect toward a person's origin. Similarly, writing a billiards article without knowing whether it is snooker or nine-ball pool is like calling basketball football because both use hands. From a market perspective, the empty report highlights a structural weakness: tournament organisers still do not provide enough open data to journalists. In football, fans can check passes, possession and pressing data. In billiards, spectators still depend on oral narratives. They know who won, but not how, across how many frames, or against which defensive patterns. The shortage of data makes evaluation emotional and can undervalue true champions if they lack social-media fame. I have observed the same pattern in other sports. When cricket added data on ball speed and bowling location, fans began to understand why a quiet session could still be thrilling. When basketball published movement-space information, defensive stories became clearer. Those sports share one feature: data directs the debate in a useful way. Billiards cannot stand outside this trend. But wanting data means first accepting difficult questions: who records the match, who checks accuracy, who publishes in an open format? The counter-intuitive virtue of an N/A report is that it gives us permission to pause. Many journalists believe that picking a famous name, adding an unverified number, and ending with a rhetorical statement is enough to produce news. That only creates an illusion of knowledge. A report that says 'data unknown' frustrates readers because it offers no conclusion. Yet that frustration is better than feeding a false belief. In Vietnam, billiards is growing quickly in breadth, but the depth of its data system remains inadequate. Vietnamese players win international tournaments, but writing about them still relies on phrases such as 'great composure' or 'strong mentality'. Those phrases are not wrong, but they teach young players nothing. They need to know: in the decisive frame, did the player attack from the opening break or plan a long safety duel? What was the opponent's mistake on the counter-attack? A child who wants to become a top player needs to see numbers grow over time: long-break sessions, successful safeties, consecutive wins in longer matches. Without these numbers, stories of inspiration quickly turn into mythology. Mythology is beautiful, but it cannot teach anyone to succeed. Instead of throwing away an empty report, I propose a direction for newsrooms and tournament organisers: act like a billiards referee. A referee never sides with one player; the only job is to enforce the rules. Serious sports content should do the same: remain neutral, verify everything that can be verified, and clearly say no when evidence is insufficient. The statement 'no data available' can push back against fabricated information that erodes audience trust. I still live by a motto from my own work: 'The thicker the data file, the more a story must be told through human ears, not machine eyes.' Technology can recognise or classify, but only a human can ask the right questions. A report filled with N/A cannot by itself tell a sports story, but it forces us to look at our production process: we are starving for data while becoming too full of baseless judgements. Billiards fans deserve a better service. A major event does not end when the lights go out. It begins when journalists open their computers and check every number. If the number is not yet available, do not dress it up as truth. Call it an open question. An article may lack a conclusion, but it still has value when it moves readers closer to precision. That is how sport can be told with respect, not with fiction.