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Food code

What inspectors write up

The city records violations as one long text blob per inspection, so nothing can group them. We parse a year of them and rank the code by how often each section is really cited.

Citations
Inspections scanned
Cited something
Code sections used

“Ends in a fail” is association, not cause. It is the share of inspections carrying a citation that were failed outright — and a citation that turns up beside nine others is keeping bad company as much as it is doing the damage. Codes cited fewer than 25 times are left unrated rather than given a number that would be noise.

What Chicago food inspectors cite most · chicago.fyi