For perspective that's roughly New York, LA, and Las Vegas, OR Vacaville (CA), Clinton (MI), San Angelo (TX), Allen (TX), Tuscaloosa (AL), San Mateo (CA), Tracy (CA), Tyler (TX), Roanoke (VA), Sparks (NV), Spokane Valley (WA), Las Cruces (NM), Rialto (CA), Hesperia (CA), Renton (WA), Bend (OR), Carmel (IN), Longmont (CO), Sandy Springs (GA), Vista (CA), Davenport (IA), San Marcos (CA), New Braunfels (TX), Edinburg (TX), Mission Viejo (CA), League City (TX), Fall River (MA), Kenosha (WI), El Cajon (CA), Fishers (IN), Flint (MI), South Bend (IN), Green Bay (WI), Roswell (GA), Peoria (IL), Boulder (CO), Greeley (CO), Brockton (MA), Waterbury (CT), New Bedford (MA), Richmond (CA), West Palm Beach (FL), Everett (WA), Hillsboro (OR), Centennial (CO), Conroe (TX), High Point (NC), Pompano Beach (FL), Elgin (IL), Antioch (CA), Burbank (CA), Pueblo (CO), Fargo (ND), El Monte (CA), College Station (TX), Richardson (TX), Daly City (CA), Clearwater (FL), Costa Mesa (CA), Downey (CA), West Jordan (UT), Carlsbad (CA), Miami Gardens (FL), Rochester (MN), Murfreesboro (TN), Temecula (CA), Gresham (OR), Victorville (CA), Arvada (CO), Springfield (IL), Independence (MO), West Valley City (UT), Pearland (TX), Abilene (TX), Norman (OK), Vallejo (CA), Berkeley (CA), Ann Arbor (MI), Allentown (PA), Evansville (IN), Olathe (KS), Beaumont (TX), Cambridge (MA), Peoria (AZ), Lansing (MI), Lafayette (LA), Odessa (TX), Athens (GA), Columbia (MO), Manchester (NH), Billings (MT), Hartford (CT), Concord (NC), North Charleston (SC), Meridian (ID), Surprise (AZ), Santa Clara (CA), Fort Collins (CO), Miramar (FL), Charleston (SC), Denton (TX), Coral Springs (FL), Roseville (CA), Pasadena (CA), Warren (MI), Thornton (CO), Kent (WA), Midland (TX), Waco (TX), Carrollton (TX), McAllen (TX), Sterling Heights (MI), Columbia (SC), Gainesville (FL), Cedar Rapids (IA), New Haven (CT), Stamford (CT), Elizabeth (NJ), Topeka (KS), Kent (WA), Victorville (CA), Syracuse (NY), AND Dayton (OH).
So, ya know, like a couple people.
It's ridiculous to say that the "economy works" or is doing well if 99% of people deliver pizzas. Most of the wealth created doesn't come from pizza delivery if people aren't participating in the industries that generate value then they might as well be outside of the labor market entirely.
It's shocking that people don't understand the history or purpose of the unemployment metric. If someone living in a rural town moves to an industrialized city and they cannot find a job then the industrial machine needs more capital allocated to it. Currently we've built a slave economy were low tiers service high tier people. It's a very easy trap to fall into for obvious reasons, but it stalls growth.
Also in my experience part time contractor roles are awesome. <20hr/wk = low stress, most of my big purchases like computer hardware were deductible business expenses, and the coveredca subsidy let me get a very good health plan (courtesy of all the full time guys who bleed taxes and get zero subsidies in return)
It may be that this perception would be particularly amplified when those persons have some doubt whether they would be able, in any single month, to be able to pay both their mortgage and food with their "occupationally mismatched" new income levels.
Despite the fact that you're probably right when you say the labor statistics should not assume that those people are unemployed, I think you can now appreaciate the fact that for some people, the current labor market is not particularly reassuring no matter what numbers the Department of Labor proclaim for this particular statistics.
Unemployment is nearly at historical lows. But don't let data distract you from the same tired "everything is terrible" line that's every other post here.
Very common for people suddenly laid-off from salaried work to turn to part-time gig work and that immediately removes them from the 4.3% unemployed statistic.