WingMath.comFIELD NOTES / VOL. 01

THE EVIDENCE PANTRY

More wings.
Clearer evidence.

1,380 census records. All 50 states and D.C. A bigger discovery map, with the line between a scored visit and a viewer suggestion kept visible.

Explore the National Census

What We Imported

Original Jon’s List retains 50 entries in its historical order. The National Census combines that seed, Sam’s visits, and state-assigned suggestions. Restaurant names and states provide provisional associations; this is not a verified list of 1,380 distinct operating branches. Aliases and unresolved location variants may remain.

Snapshot: 2026-09-15T13:19:49.877175+00:00. This is a saved public-source import, not a live feed.

Source Workbook

State Coverage

Only scored records can fill ranked places. Suggestions remain research leads, even when a state has more than ten of them. Select a state to see its custom top ten and unranked leads.

StateCensus RecordsSam Scored VisitsRaw Suggestion Rows
AK10111
AL20125
AR24236
AZ42161
CA35344
CO56297
CT10114
DC716
DE816
FL70177
GA51364
HI523
IA30148
ID30138
IL34155
IN41173
KS12214
KY25129
LA26128
MA11113
MD19118
ME9110
MI39159
MN21261
MO32164
MS14113
MT20126
NC42148
ND8117
NE29257
NH413
NJ41143
NM918
NV16118
NY11921196
OH762110
OK24128
OR9121
PA47152
RI412
SC28130
SD19123
TN24234
TX38287
UT17123
VA25326
VT917
WA25125
WI46281
WV11111
WY9113

How the New Evidence Changes Rankings

Custom presets use the expanded census. Sam’s meatiness score is rescaled by ×10 into the meatiness factor; texture, sauce, appearance and wing experience have separately labeled controls. Default custom weights include texture and sauce; appearance and overall experience start disabled. All can be disabled. These are one reviewer’s subjective grades, not objective measurements or crowd averages.

Texture is not treated as crispiness or juiciness. Sauce flavor is not treated as heat, sweetness or tang. A suggestion does not supply any of those values. Missing inputs stay unknown; the existing disclosed neutral-prior method applies only when at least one enabled factor is known.

Regional winners and heat challenges enrich profiles as source context. Heat ranks reflect recalled pain, not Scoville measurements. Regional awards are not converted into press scores.

Prices and the Economy

The spreadsheet does not supply comparable menu prices. Only the six existing menu observations enter wing-price and purchasing-power calculations. The larger census expands the denominator, not the price sample. The stock-market wing conversion and economics benchmark therefore retain their existing six-price basis. No new claim about chemistry, world economics or food security follows from these suggestions.

Contrarian Feedback

Unmoderated viewer comments are not a representative negative-review sample. We do not manufacture recurring complaints or republish usernames and comments. Profiles retain source-row links so the original context can be inspected.

Regional Winners and Review Videos

Watch the Source Series

Sam’s Spiciest Wings

Source order, including sauces and chains without a state. These are challenge-specific memories, not a restaurant-wide heat score.

RankSauceRestaurant / SourceCity / Scope
1The ReaperVindicktive Wings`Seattle
2The Last Dab(Hot Ones)Unspecified
3Karamana - The Death WishD&NSan Francisco
4Eat HeatQuaker Steak & LubeChain
5Hoisin Poison at MooseheadMooseheadCharlotte
6DOA (Dead Upon Arrival)Legend Larry'sSheboygan
7Bring Da Pain at Baumhower’sBaumhower'sTuscaloosa
8BoobooStark House TavernWeare
9Scorpion BloodOdis 12Erie
10SuicideChing's Hot WingsMemphis
11BlazinBuffalo Wild WingsChain
12Kickin' ChickenWeitzel's WingsRock Springs
13NuclearAmerica's BestChain
14SuicidalWing Supreme OKCOklahoma City
15Turbo ChargedJefferson'sLawrence
16SuicideBuffalo Joe'sEvanston

Leads Without a Usable State

Retained for research, excluded from state rankings until their location and eligibility are established.

Location Correction · September 15, 2026

Trap Wingz is in Atlanta, Georgia. The inherited Jon 50 table incorrectly listed Las Vegas, Nevada; this was not a Sam spreadsheet error. The national and census records now use Atlanta. The original tasting branch is unresolved, so branch-specific review scores have not been transferred.

Official Atlanta Locations · MLK Location Review

A consistency audit found no remaining exact-name state conflicts between the Jon seed and Sam visits or ATL records, and no mismatches between explicit market state abbreviations and stored state codes. This is not external verification of every census location; suggestions remain unverified.

Wing Science & Wingonomics

The shared database holds the national census, source visits, menu observations, review evidence, Atlanta search and social snapshots, annual inflation indices, stock quotes and crypto quotes. Rankings and economic conversions use a central calculation service. Each page retains the dates and limits of its sources.

Wing science covers evidence, preference fit, model estimates and ATL 10’s editorial, community, review, cultural, search-demand and social components. Wingonomics covers menu-price comparisons, inflation, purchasing power and financial assets expressed in wings. A larger restaurant census does not enlarge the expanded menu price sample.

Read the complete wing science & wingonomics notebook →