Getting Claude to extract data from a 1997 football manager game

AI raids a beloved 1997 football game and fans are split between genius and sacrilege

TLDR: Ben Nuttall used Claude to pull real-world football data out of a 1997 manager game and turn it into a public website and reusable code project. Fans loved the nostalgia and preservation angle, while skeptics argued the AI still needed plenty of human correction and shouldn’t get all the credit.

A retro football management game from 1997 has suddenly become the center of a very modern internet argument after developer Ben Nuttall used Claude to pull hidden player, club, and stadium data from its old game files and turn it into a browsable website. On paper, this is a sweet nostalgia story: one man revisits the game he got as a kid, discovers it still runs on Linux through a Windows workaround, and then gets an AI helper to unearth all the stats hiding inside. But online, the real action is in the reactions. One camp is calling it digital archaeology at its best—the kind of project the internet was made for. The other camp is already mock-clutching pearls over AI being used to do what some say should have been a hand-built fan project.

The strongest opinions are wildly dramatic for such a wholesome story. Fans of old games are cheering the fact that forgotten data is now searchable, linkable, and preserved on GitHub. Meanwhile, skeptics are side-eyeing the "let the robot do it" angle, arguing that AI still needed babysitting because it confused columns and had to be corrected with real in-game notes. That only fueled the jokes: commenters compared Claude to "an eager intern who knows football but needs supervision," while others laughed at giant 1997 menus stretched across a 42-inch monitor like football management in IMAX. The biggest crowd-pleaser? The petty delight over fixing awkward old names like "Sheffield W" and weird gems like "Bramall Lane Ground." For many readers, this wasn’t just data extraction—it was a glorious little battle over nostalgia, preservation, and whether AI is a magic wand or just a very fast but slightly confused assistant.

Key Points

  • Ben Nuttall used Claude to extract player, club, and stadium data from the 1997 game *FIFA Soccer Manager 97*.
  • Claude identified the relevant information in the file `SM97.DAT` and generated HTML and CSV outputs from the extracted data.
  • The CSV data required iterative correction, including manual calibration of unknown player-stat column names using in-game values such as David Seaman’s stats.
  • Nuttall restricted later queries to the verified CSV exports to avoid re-parsing the original game files or relying on possible hallucinated answers.
  • He published a reproducible Python-based workflow on GitHub and a browsable website of the extracted data at `fsm.bennuttall.com`.

Hottest takes

"digital archaeology with a chatbot" — retrobyte
"AI is just an intern with infinite confidence" — nullpointerfan
"football management in IMAX" — penguinonlinux
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