Why is "Standard CSV" never actually standard? š
Iāve spent the last few weeks staring at vendor files, and Iām convinced that "CSV" stands for Constantly Slightly Variable.
I was trying to ingest a few product catalogs recently. One supplier sends prices as 12.99 USD, the next uses $12,99, and the third just puts 1299 and expects you to guess the decimals. I ended up spending more time writing "one-off" cleanup scripts than actually using the data.
It feels like every time we scale and add a new partner, weāre just adding another 5 hours of manual Excel work to someone's week.
Iām curiousāhow are you all handling this? * Do you have a dedicated "data janitor" on the team?
Are you maintaining a graveyard of fragile Python scripts?
Or have you just accepted that manual cleanup is a permanent part of your life?
Iām launching a solution for this tomorrow because Iām tired of doing it manually, but Iād love to hear some "data horror stories" in the meantime. Whatās the messiest file a partner has ever dropped on your desk?


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