In Force · Chicago

A finding from Chicago’s cheap hours · read 2026-09-03

Half the doors
print nothing.

9 of the city’s plates hold fewer than five confirmed rooms. The obvious reading is that we have not looked hard enough, so on 2026-09-03 we read every page the queue had for them, twice over where the first pass came up short. They are not thin because nobody looked. They are thin because the rooms in them do not print an hour anywhere a person can check.

41 of the 84 pages read that night carried no cheap hour at all. Not a wrong price, not a stale one. Nothing to check.

Every bar, pub and restaurant on OpenStreetMap with a website is a phone book of 1,927 candidate doors across the city’s plates, and 579 of their pages print enough happy-hour language to be worth a person’s reading. That is the record’s own queue, and 9 of the 84 pages read that night had a real, dated offer to give. This is a lower bound, not a census: OpenStreetMap’s website tags are added by hand and are thinner where fewer people map, which is not evenly distributed across the city either. Never a claim that a neighborhood has nothing to give. Know a printed cheap hour in one of these? Send the source URL.

The phone book itself is lopsided

Every plate's candidate count, from the same OSM reading, sorted by size. River North alone holds 17% of the whole city's candidate pages. Before anyone reads a single one, the phone book itself already looks like two different cities.

  1. River North 332
  2. Lakeview 162
  3. West Loop 139
  4. The Loop 136
  5. Lincoln Park 132
  6. Wicker Park 108
  7. Fulton Market 106
  8. Logan Square 85
  9. Wrigleyville 85
  10. Bucktown 72
  11. Edgewater 65
  12. West Town 60
  13. Uptown 55
  14. Lincoln Square 48
  15. Pilsen 43
  16. Chinatown 42
  17. South Loop 42
  18. Irving Park 35
  19. Hyde Park 34
  20. Avondale 30
  21. Rogers Park 29
  22. Ukrainian Village 25
  23. Portage Park 21
  24. Bridgeport 17
  25. Andersonville 16
  26. Humboldt Park 8

Lit rows are the 9 plates below five confirmed rooms, carried into the next panel.

What panning it found, plate by plate

For each thin plate: candidate pages with a website, how many print enough to be worth reading, and how many of those became a confirmed room. The gap between the first two numbers and the third is not unread pages. Every one of them was read on 2026-09-03.

  1. Humboldt Park 1 of 0 of 8
  2. Bridgeport 1 of 2 of 17
  3. Portage Park 1 of 3 of 21
  4. Chinatown 2 of 11 of 42
  5. Rogers Park 3 of 6 of 29
  6. Hyde Park 3 of 16 of 34
  7. Lincoln Square 3 of 11 of 48
  8. South Loop 4 of 9 of 42
  9. Edgewater 4 of 15 of 65

Rooms confirmed, of pages worth reading, of candidate pages with a website. Humboldt Park's own candidate count is 8: the phone book itself found almost nothing to read there, on this pass.

Read that night, in the room's own words

41 of 74 refusals that night never got as far as a rule in how a deal earns a light. The room's own page had no special printed on it at all. The rest failed in smaller, specific ways. These are twelve of them, quoted from the reading log.

  1. Chi Cafe

    the page prints "No Promotions Available"

  2. No.18 Karaoke

    specials shown only as unreadable images, no extractable text or prices

  3. Atmosphere

    specials shown only as an unreadable flyer image

  4. Konak Pizza and Grill

    a Monday dine-in discount is printed with no time window

  5. Eli Tea Bar

    the events page shown is the Birmingham, Michigan location's, not the Chicago room's

  6. Output Lounge & Sports Bar

    the specials on file are still dated September 2020

  7. O'Shaughnessy's

    the page says "we are updating our specials"

  8. La Malinche Coffee & Tea House

    a calendar widget shows placeholder entries reading "Winter," "Spring," nothing real

  9. Marina's Bistro & Rum Bar

    the same kind of calendar widget, showing "Closed" for 4 to 6pm

  10. Stussy's Diner

    the widget's own placeholder: one slot labeled "Test"

  11. Hiro Izakaya

    happy hour prices are printed, with no day or time given anywhere on the site

  12. Smoque BBQ

    a Tuesday–Thursday taco kit special, with no time window printed

The full log, one line per page read, carried or refused, is QUEUE-READ.md in the repo.

What this reading is not

Not a claim that these neighborhoods have nothing to offer. A bar without a website, or one whose only printed hours live inside a delivery app, is invisible to a phone book built from tagged websites, and that gap is not evenly distributed across the city either. Not a finished sweep: 56 pages the queue already knows about across these 9 plates are not yet read, and re-running scripts/density.mjs --plates widens the search further. What it is: everything the record could find and read by 2026-09-03, reported exactly, so a thin plate reads as read-and-thin rather than merely dark. See the record's own maintenance log on the desk.