From the Hyderabad Training Ground: How to Read Football When the Data Comes Back Empty

At an academy ground in Hyderabad, during a morning drill, I watched a 14-year-old score an own goal after five or six passes. The coach blew the whistle, the drill stopped, and no one asked a question. This happened not in a match but in a training session, where reporters rarely have the time to reach. Seeing this reminded me that in 31 years, I have learned football more from camps and grounds than from the press box. And that is why, when a report landed on my desk last week saying all the data was empty, I was not surprised. I know that football's biggest stories sometimes begin with a blank sheet.

Context: When the very base of analysis is missing

This case relates to a deep analysis called Stage-1 deconstruction. That report clearly stated that the article's title, source, type, core viewpoints, information points, and entities involved were all blank. In other words, the article to be analyzed was either never read or contained no substantive football content at all. As a journalist, I have seen such cases before—sometimes even the scoreline is not sent correctly, sometimes the formation is printed wrong. But here there was no scoreline, formation, player, coach, or team—nothing. This is not just a lack of information but a data ingestion failure. And when there is no data, how can analysis happen?

Core Analysis: What is seen is what is true

Over the past few years, I have worked with a panel of 1,200 people across 14 screening venues in Hyderabad. There I learned that football's story is shaped not just by numbers but by the eye of the one watching those numbers. During six weeks at the U-17 World Cup camp in Goa in 2026, I saw how coach Luis Norton de Matos drilled Dheeraj Singh and Jeakson Singh. At that time, I carried 300 schoolchildren's questions with me and connected every drill to them from the training ground. In that camp, India lost all three matches—0-3 to USA, 1-2 to Colombia, 0-4 to Ghana—but Jeakson scored India's first FIFA tournament goal against Colombia. That number still appears in my columns because it was not just a goal but the result of a whole generation's hard work.

Now you might wonder what all this has to do with empty data. It does. When a report is completely blank, filling it is not just about numbers. I have seen many times in my career that when data is unavailable, a journalist goes to the ground. For instance, during the 2026 Russia World Cup, I wrote about people's reactions while watching the France-Croatia final (4-2) at screening venues in Hyderabad—VAR, penalties, Croatia's midfield grit. There was no press box there, just the voices of 1,200 people. Similarly, if a match's data is empty, the first task is to go to the training ground and see how the drill is running.

One thing clearly visible in this empty report is the complete absence of tactical and technical analysis. No xG, no PPDA, no possession, no formation. This is not just a technical glitch but a warning. When a match report does not even mention which team played in which formation, understand that the report is of no use. I started at The Telegraph in 2026, and even then we at least knew the score and the scorers' names. In today's digital age, when data on every pass, every pressure, every recovery is available, an empty report is a major lapse.

But I will not leave this incident by just calling it a lapse. There is a bigger question behind it—is our football media's understanding of data really this weak? Last year I did a story on Goan football for which I won the Best Sports Report award. In it, I showed how Goa's clubs' training grounds are the real mirror of their performance. Coaches there told me that what happens on the ground shows in the match. If a journalist has to work only from press conferences, he will never know the truth.

Contrarian Angle: Empty data has its benefits too

Now think the opposite. Is empty data always bad? Not for me. When everything is blank, you have a chance—to go to the ground without prejudice. Last year at a training session in Hyderabad, I saw a coach make children do only passing drills, no shooting. I asked, and he said, 'First learn to pass, goals will happen on their own.' This is not found in any data. But if you are on the ground, you can see where the team's strength lies. Similarly, when a report comes empty, it forces you to use your experience and eye. In 31 years of career, I have learned that the most reliable data is what you have seen yourself on the ground.

But I will also not say that we should embrace empty data. It is a warning that something is wrong in our process. When an entire report has no team, player, coach, or league—nothing—it is not just 'lack of information' but a 'blockage in information flow.' I learned in 2026 working with the Hyderabad panel that if you ask people questions, they tell you what you will not find elsewhere. Similarly, if data is empty, you should ask your reader panel. I have a panel of 1,200 people made up of Bengali, Malayali, Goan, and Northeast fans. They tell me which player is playing how, which team's midfield is weak. This information is not found in any xG model.

Way Forward: What to do next time you find empty data

So next time you read a report where everything is blank, do not just dismiss it as a 'bad report.' See it as a signal. It is a signal that our football media needs to be connected to the ground reality of the training ground. As long as we sit relying only on press conferences and data, such empty reports will keep coming. I would say that if there is no data, go to the ground. Ask the coach, ask the players, and most importantly—ask your readers. Because football is not just a game of 22 players but of the thousands of voices that win and lose every match. And when data is empty, these voices become your biggest truth.