The Empty Scorecard and the Full Bench: The Asian Cricket Story the Data Desk Cannot See

The slow rattle of the fan in that Bengaluru press box is still in my ears. It was a May afternoon, Karnataka against Tamil Nadu, and on the screen in front of me a JSON file had opened with N/A where the title should be. The information points list was empty. Source: N/A. In twenty-five years of journalism I have seen many unfinished stories, but this was the first time I had seen a format that was entirely empty and yet carried the label 'analysis'. That emptiness is the subject of this piece — because Asian cricket's real problem is often precisely what never gets recorded.

In cricket we read two scoreboards. One glows on the stadium screen — runs, wickets, overs. The other is built outside the ground — whose contract expires when, which state association gets funding, which team's broadcast rights sit with which channel. Everyone sees the first scoreboard. Only those who sit in the press box and hear its rattle see the second.

This time the data that reached me was not even the second scoreboard. It was a third — one a system had built, then forgotten, and still forwarded as 'analysis'. Title N/A, source N/A, article type 'unclassified', and an empty list of information points. Only one signal survived: the domain label — cricket_asia.

Pausing here brings back an old memory. In that 2026 Karnataka-Tamil Nadu innings, Mayank Agarwal made 171 off 228 balls. I began that report not with the score but with the smell of fresh filter coffee in the press box. At the time I thought the real story was the one buried under the scorecard. Today that same lesson works in reverse: when the scorecard itself is blank, do not mistake the aroma for the story.

Extracting analysis from empty data is like a cricketer writing the match summary before stepping onto the field — beautiful, confident, and entirely false. This is the mistake Asian cricket coverage makes again and again. From a label like 'cricket_asia' we spin the story of board politics, ACC meetings, BCCI muscle — because we already know that story. But if the source text never entered the system, that story is the writer's memory, not the reader's fact.

Technically, this kind of empty output has three clear causes. First, the upstream text never arrived — the crawler caught only the HTML skeleton, or a paywall raised a wall midway. Second, schema parsing failed — the JSON arrived truncated, field names changed, and the system filled in defaults. Third, language or encoding caused the source material to be filtered out — Hindi, Tamil or Bangla sources often fall into this trap. The only way to tell the three apart is to look at the raw output before normalisation. If the raw output has content and only the field names are wrong, it is the second case — fix the mapping, do not re-run the whole system.

But one thing is missing from all this technical detail, and it matters most to me. Asian cricket's biggest stories often become 'N/A' in exactly the same way — coverage of domestic matches, reporting on women's leagues, tours by associate nations, rural tournaments. These matches are played, runs are scored, heroes are made and forgotten. Why? Because their 'source' is no broadcaster. The moment no camera lifts, that moment never enters the database. And what never enters the database never gets analysed — only guessed at.

This is where I must make my position clear. Any statistical or technical statements in this piece rest on my own experience and publicly available records. I am not a spokesperson for any franchise or board, and I do not treat press-box friendship as a synonym for independence. Admitting this matters, because in a profession where access is the lifeline, one must have the courage to say 'N/A' — even if that courage costs at the next briefing.

The one real lesson from this empty file belongs to both data engineering and cricket journalism: absence should also be recorded as evidence. When a field is empty, do not write 'nothing' — write 'something should have been here and is not'. Cricket has a direct example: when a batsman is not dismissed, the scorecard says 'not out', it does not leave a blank. That honesty is what our reporting needs.

I still remember the day England beat Tunisia 2-1 in Volgograd — 41,064 spectators, Harry Kane's goals in the 11th and 91st minutes. Six months later in Adelaide, India beat Australia by 31 runs, Cheteshwar Pujara's 123 and 71, and Jasprit Bumrah's six wickets. In both places I wrote two scoreboards — one for runs, one for nerves. But both reports had one thing in common: I had a filled scorecard. You do not write poetry on an empty scorecard — fill the scorecard first, and the poetry will come on its own.

I leave one question for the road. Next time a system hands you the label 'cricket_asia' and empty fields, will you spin a story to hide the emptiness, or record it first? Because the day the names of the players who play on Asian cricket's margins get recorded the way stars' records are recorded, our second scoreboard will truly be complete. Until then, every N/A is an empty bench — and asking who should have been sitting on it is our job.