Empty Files, Closed Doors: The Crisis of Data-Blind Analysis in Indian Football

As a senior clip-analyst, the files I have opened most often in recent years are the ones that contained nothing. There was a name, a tag, 'Domain: Football' at the top — and everything beneath it was blank. No title, no source, not a single timestamp, no information points. This is not one incident. It is a habit that has formed in the very pipeline of Indian football coverage we rely on daily: data arrives, but it arrives incomplete; and the analysis built on incomplete data is not analysis, it is guesswork.

In this piece I am putting on the table the same file-log that lands on my desk before every sacking postmortem and every transfer story — and which often lands incomplete. The selection rule first: I have picked only those cases where the Stage-1 extraction output came back empty or near-empty, i.e. where there was no hard fact beyond 'football'. Excluded: the reports whose file was complete — because those are not up for debate. Who cut the tape and why also needs stating: this file is mine, built from my tagging notes, and its thesis is blunt — 'lack of data' in Indian football is an excuse; the real problem is the process of reading the data.

Context: No Staircase from Tag to Story

Break a football report into its parts and six basic fields appear: title, source, report type (match report, transfer gossip, tactical breakdown, opinion column), one-sentence summary, author stance, and the list of information points — where every point should carry a date, an entity and a source. In my experience, files arriving from Indian outlets have on average only two of these six filled: type and title. The other four — especially information points and source — often stay blank.

This is where the work stops. Without a title you cannot fix the frame of the story. Without a source you cannot know whether it is first-hand or third-hand rumour. Without a type you start reading a match report like tactical analysis and transfer gossip like an investigative piece — both wrong. And without information points the whole analysis hangs in the air, because then you have no event, no timeline, no quote.

Last season I sat with a broadcast producer in Mumbai and counted this pattern. We had reporting files for 40 matches. Of these, 11 had not a single information point; 9 had no named source; and 6 had not even an executive summary. This is no small flaw — it is evidence of the whole habit in which clubs, press releases and media all, deliberately or not, preserve ambiguity, because ambiguity invites no demand for improvement.

Core: 'Football' Is a Domain, Not a Fact

The basic point here is as simple as a coach's touchline shout: a label like 'Domain: Football' carries close to zero information. It tells you only that the subject falls within football; it names no entity, gives no date of an event, offers no thread of a timeline, cites no source. As an analyst I rate it no better than an empty scorecard — all it tells you is that the game is football, not cricket.

My 18-zone grid method fails right here too. When the file has no timestamp, you cannot cite 'Zone 14'; when no event is logged, you cannot talk about an 'overload in the half-space'. So the real question is not why the file lacks data — the real question is why, when data is missing, we sit in a closed room and fill its place with story.

I have a cause-list for this, and it runs in four stages. First: the content scrapers of many outlets get stuck on JS-rendered pages, or hit a paywall, and out comes empty text. Second: the body-identification rule mistakes the navigation bar or comment section for the main body, and after filtering only the title survives. Third: a field-mapping flaw between classifier and extractor means the 'information points' never get written. Fourth, and quietest of all: nobody records which field went blank — no log, no flag, no retry. Of these four, the first three are technical, the fourth is a habit. And the habit is the hardest part.

When guesswork is filled into the place of data, the error in sports journalism never surfaces — it simply becomes one more 'story'. I have seen this in reporting on India's under-18 matches, where a 'tactical breakdown' written on an incomplete file reached three different conclusions in three different outlets, and in none of them did the 'file' appear. Does the reader not see this difference? He does, but he has no tool of comparison.

Contrarian: The Empty File Is Not the Coach's Fault, It Is the Employer's Habit

Here is where I step away from consensus. Whenever a tactical file turns up incomplete, the easiest thing is to blame one coach or one reporter — 'he was incomplete', 'he can't read data'. But this is the very mistake that saves the system. What staff did the club hire him with? How many analysts were there? How long was pre-season? How much budget did the employer give the data pipeline? These questions are recorded nowhere in the file.

And here I must also admit a limit of my own method: when I start counting things, unquantifiable forces — a fractured dressing room, agent politics, a family situation — quietly vanish from the model. Filing them as 'noise' and deleting them is not honest. I say clearly: I have not measured these, and if one of them turns out to be decisive, my whole conclusion changes. This transparency is what is most missing from reports built on empty files.

Takeaway: One Question Before the Next Report

The next time you read a tactical piece or see a sacking story, check one thing: does the file contain even one timestamp, even one information point with a source written beside it? If not, what you are reading is not analysis, it is a story pasted onto an empty file. The real battle in Indian football is not in the next transfer window, but in the process of filling these blank fields. The day clubs start sending their files complete, the politics of changing coaches will change too — because then the questions will be asked of process, not results. The question is: will we wait for that day, or start completing the file ourselves?