CleanPlate Insight · Public Health

Why August is Chicago's worst month for restaurant inspections.

Restaurants fail 35% more often in August than in December. The pattern holds even within the same inspection type — and the explanation isn't what you'd expect.

CleanPlate analysisApril 29, 20264 min read
01 · The pattern

12 months of Chicago kitchens

We bucketed 20,170 Chicago food inspections by the month they happened. The fail rate isn't flat.

December: 14.3% fail rate. August: 21.6%. A 7.3-percentage-point gap. In relative terms, an August inspection is 51% more likely to fail than a December one.

Monthly fail rate · all Chicago inspections

Percentage of inspections resulting in “Fail” outcome, December 2022 – April 2026. Cold months at the right.

Jan
21.2%
Feb
20.3%
Mar
19.5%
Apr
17.7%
May
19.3%
Jun
20.7%
Jul
19.5%
Aug
21.6%
Sep
19.3%
Oct
19.0%
Nov
16.7%
Dec
14.3%

The pattern is monotonic: gradual climb through summer, sharp drop after October.

An August inspection is 51% more likely to fail than a December one. Same kitchens.
02 · Ruling out the boring explanation

It's not just the kind of inspection

Chicago does several types of inspections — routine canvass visits, follow-up reinspections, complaint responses, license checks. Different types fail at different rates. So an obvious question is: maybe December's inspection mix shifts toward easier-to-pass types (like reinspections of places already in good shape).

We tested it. Even comparing apples to apples — looking only at routine Canvass inspections — December still fails far less often than August.

Canvass inspections only · monthly fail rate

Restricting to routine canvass visits (the most common inspection type) eliminates the “easier inspection mix” theory.

Jan
22.0%
Feb
23.0%
Mar
22.0%
Apr
22.0%
May
21.0%
Jun
22.0%
Jul
20.0%
Aug
23.0%
Sep
21.0%
Oct
21.0%
Nov
20.0%
Dec
15.0%

Same pattern. Same restaurants would fail in August at 23% and in December at 15%.

03 · The likely explanation

Cold weather kills cockroaches

Pest evidence — rodent droppings, live roaches, fly activity — is one of the largest categories of critical violation. And pest populations in Chicago are extremely seasonal. Roaches and flies need warmth to reproduce. Rodents seek shelter year-round but their visible activity peaks in summer when food sources are abundant.

When a Chicago kitchen gets inspected in August, the inspector is more likely to see something — droppings, a live roach, gnaw marks, fly activity around dumpsters. By December, the same kitchen looks dramatically cleaner because the pests are dormant, not because the kitchen has changed.

This is partial. Restaurants also prepare more carefully for the holiday rush in December — better staffing, busier service, more attention. But the magnitude of the seasonal swing is too large for behavior alone. The pest cycle is doing most of the work.

04 · What this means

How to read inspection records honestly

A clean December record tells you less than a clean August record. The same kitchen, inspected in different seasons, can look like two different operations.

  • If a restaurant's last inspection was in winter, look at its summer history. A clean cold-weather inspection doesn't tell you how the kitchen handles July humidity and August pest pressure.
  • Multiple inspections matter more than one. A restaurant with a year of clean records (across all seasons) is meaningfully different from one with only winter clean records.
  • Pest-related citations specifically matter more in their season. A roach citation in March is unusual and probably real. A roach citation in August is common but still actionable.
  • If you're an owner: your summer prep determines your annual fail rate. Sealing entry points, scheduling pest control, and tightening dumpster routines in late spring is when most of the year's inspection risk gets decided.

Methodology

  • Data source: City of Chicago Food Inspections dataset, accessed via the Chicago Data Portal.
  • Date range: December 2022 – April 2026. Approximately 20,170 inspections in the by-month sample.
  • Fail rate: share of inspections in a given month with results containing “Fail”.
  • Inspection types: Chicago classifies inspections as Canvass, Re-Inspection, Complaint, License, etc. The within-type chart restricts to Canvass — the most common routine inspection — to rule out inspection-mix as a confound.
  • Limitations: the dataset spans 3.4 years; longer time series would strengthen the seasonality claim. Pest-cycle attribution is inferred from violation patterns and pest biology — we haven't directly tested it. Inspections are snapshots; CleanPlate is independent and not affiliated with CDPH.

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About CleanPlate: An independent project analyzing Chicago's public food inspection data. We are not affiliated with the City of Chicago, the Chicago Department of Public Health, or any government agency. The CleanPlate Score is a proprietary metric and is not an official rating. Read more about our methodology.