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id
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2001-03-21 00:00:00
2026-08-17 00:00:00
effective_date
float64
notice_type
stringclasses
3 values
first_seen
stringclasses
2 values
f32a2a2a038de2e1
OK
T-Mobile USA, Inc.
T-Mobile
null
Oklahoma City
null
2026-08-17
null
Other
2026-08-30T21:43:41.512264Z
a757f1cad133522f
OK
US Gypsum Co
US Gypsum
null
Southard
null
2026-07-16
null
Plant Closing
2026-09-10T16:37:28.763309Z
4c9de9bf5258707f
OK
PepsiCo
PepsiCo
null
Purchase
null
2026-07-14
null
Mass Layoff
2026-08-30T21:43:41.512264Z
a80573fff0bb03d8
OK
CONDUENT PATIENT ACCESS SOLUTIONS
Conduent Patient Access Solutions
null
FLORHAM PARK
null
2026-06-26
null
Mass Layoff
2026-08-30T21:43:41.512264Z
82b83233fbb488b8
OK
Arvest Bank
Arvest Bank
null
Lowell
null
2026-05-04
null
Mass Layoff
2026-08-30T21:43:41.512264Z
b6b30efcac37a2d8
OK
CAE USA Inc
CAE
null
Altus AFB
null
2026-03-25
null
Plant Closing
2026-08-30T21:43:41.512264Z
617ea2b248f71fc1
OK
VITAL ENERGY INC
Vital Energy
null
TULSA
null
2026-03-13
null
Plant Closing
2026-08-30T21:43:41.512264Z
e0655fababdbf769
OK
Hopkins Mfg- Miami
Hopkins Mfg- Miami
null
Miami
null
2026-02-23
null
Plant Closing
2026-08-30T21:43:41.512264Z
09f32ae0f40e396b
OK
Bright Horizons
Bright Horizons
null
Watertown
null
2026-01-30
null
Plant Closing
2026-08-30T21:43:41.512264Z
c992f0183d5660c9
OK
TTEC
TTEC
null
null
null
2026-01-26
null
Plant Closing
2026-08-30T21:43:41.512264Z
7dd04341a88f97bf
OK
Macy's Distribution
Macy's Distribution
null
Owasso
null
2026-01-15
null
Plant Closing
2026-08-30T21:43:41.512264Z
002122981b6fa33d
OK
Carrus Lakeside Hospital
Carrus Lakeside Hospital
null
Sherman
null
2025-12-15
null
Plant Closing
2026-08-30T21:43:41.512264Z
0c03bc05ddb42a88
OK
Kroger
Kroger
null
Oklahoma City
null
2025-12-03
null
Plant Closing
2026-08-30T21:43:41.512264Z
c4e567ea5ca8faf8
OK
Paycom
Paycom
null
Oklahoma City
null
2025-10-01
null
Mass Layoff
2026-08-30T21:43:41.512264Z
2962591b54e988f5
OK
Fellers
Fellers
null
null
null
2025-09-26
null
Other
2026-08-30T21:43:41.512264Z
3140ebd8d0db6962
OK
Jindal Films Americas LLC
Jindal Films Americas
null
Shawnee
null
2025-09-25
null
Plant Closing
2026-08-30T21:43:41.512264Z
8c7a4ccc81ee9d1f
OK
LarKen Logistics LLC
LarKen Logistics
null
St. Peters
null
2025-09-03
null
Plant Closing
2026-08-30T21:43:41.512264Z
18d31bf43734c7a1
OK
Novo Logistics
Novo Logistics
null
null
null
2025-01-30
null
Plant Closing
2026-08-30T21:43:41.512264Z
b5d9ccb1bddbe788
OK
Ruan Transport Corporation
Ruan Transport
null
Des Moines
null
2024-12-20
null
Plant Closing
2026-08-30T21:43:41.512264Z
30e898123b224841
OK
Big Lots Durant DC
Big Lots Durant DC
null
Durant
null
2024-12-19
null
Plant Closing
2026-08-30T21:43:41.512264Z
3d625121d3296c19
OK
UPS
UPS
null
null
null
2024-11-18
null
Mass Layoff
2026-08-30T21:43:41.512264Z
f6d40edf51cdd3c7
OK
Paragon Industries
Paragon Industries
null
Sapulpa
null
2024-10-22
null
Mass Layoff
2026-08-30T21:43:41.512264Z
bcac53fa7a87e279
OK
WIT Services Co LLC
WIT Services
null
Sapulpa
null
2024-10-22
null
Mass Layoff
2026-08-30T21:43:41.512264Z
6150dc5ba9772cea
OK
Airgas
Airgas
null
Lawton
null
2024-08-29
null
Mass Layoff
2026-08-30T21:43:41.512264Z
4e68a61e73dc14ea
OK
Sound Physicians of Oklahoma
Sound Physicians of Oklahoma
null
Tacoma
null
2024-08-13
null
Other
2026-08-30T21:43:41.512264Z
e78b89774048b4fa
OK
NuCera Solutions, LLC
NuCera Solutions
null
Barnsdall
null
2024-07-30
null
Plant Closing
2026-08-30T21:43:41.512264Z
c99ddc3666690d7f
OK
Dollar Tree
Dollar Tree
null
null
null
2024-05-24
null
Plant Closing
2026-08-30T21:43:41.512264Z
0c38510086fac187
OK
7-Eleven
7-Eleven
null
null
null
2024-05-23
null
Other
2026-08-30T21:43:41.512264Z
f73c51cc00e896a7
OK
ABM INDUSTRIES INC
ABM Industries
null
SUGAR LAND
null
2024-01-19
null
Mass Layoff
2026-08-30T21:43:41.512264Z
4c75ca19ac989f6d
OK
Warehouse Specialist LLC
Warehouse Specialist
null
Appleton
null
2024-01-10
null
Plant Closing
2026-08-30T21:43:41.512264Z
d5e5f4a33c43f293
OK
Cooks Venture Poultry
Cooks Venture Poultry
null
Jay
null
2023-11-17
null
Plant Closing
2026-08-30T21:43:41.512264Z
e95aaafcecf247eb
OK
CORECIVIC OF TENNESSEE LLC THOMAS & COMPANY
Corecivic of Tennessee LLC Thomas &
null
NASHVILLE
null
2023-07-31
null
Other
2026-08-30T21:43:41.512264Z
6d6caa16988b8564
OK
Avantive Solutions
Avantive Solutions
null
Tulsa
null
2023-06-12
null
Mass Layoff
2026-08-30T21:43:41.512264Z
040f0db6698d07ec
OK
Solo Cup Operating Corp
Solo Cup Operating
null
Mason
null
2023-04-20
null
Mass Layoff
2026-08-30T21:43:41.512264Z
e12890dd993a3039
OK
First Transit
First Transit
null
Oklahoma City
null
2023-04-04
null
Plant Closing
2026-08-30T21:43:41.512264Z
fe405da4bc7f52eb
OK
Interceramic Inc.
Interceramic
null
Oklahoma City
null
2023-02-23
null
Plant Closing
2026-08-30T21:43:41.512264Z
5e359f3415a130ca
OK
Interceramic Inc.
Interceramic
null
Oklahoma City
null
2023-02-23
null
Plant Closing
2026-08-30T21:43:41.512264Z
f8b642a94cc61030
OK
Odle Management Group
Odle Management Group
null
null
null
2022-08-31
null
Other
2026-08-30T21:43:41.512264Z
6580f29295b5ad98
OK
Tetra Tech, Inc.
Tetra Tech
null
Oklahoma City
null
2022-07-07
null
Mass Layoff
2026-08-30T21:43:41.512264Z
3c34b97c0244b3f5
OK
Hire Right
Hire Right
null
Tulsa
null
2022-07-01
null
Plant Closing
2026-08-30T21:43:41.512264Z
f4f33a9e3ff134a0
OK
Superior Linen Service
Superior Linen Service
null
null
null
2022-05-18
null
Plant Closing
2026-08-30T21:43:41.512264Z
b57d68e156f34fba
OK
Odle Management Group
Odle Management Group
null
null
null
2021-10-29
null
Plant Closing
2026-08-30T21:43:41.512264Z
be0cdd0719f40db6
OK
Bristow Medical Center
Bristow Medical Center
null
null
null
2021-10-28
null
Plant Closing
2026-08-30T21:43:41.512264Z
297e32c30ca6d4b9
OK
Hiland Dairy
Hiland Dairy
null
Dodge City
null
2021-06-04
null
Plant Closing
2026-08-30T21:43:41.512264Z
ab9b0609d75b17bf
OK
Sodexo
Sodexo
null
Oklahoma City
null
2021-05-13
null
Plant Closing
2026-08-30T21:43:41.512264Z
8019b22bf5ecc2ab
OK
Flowserve
Flowserve
null
Dallas
null
2021-04-29
null
Plant Closing
2026-08-30T21:43:41.512264Z
777b9b2291045328
OK
Meta Special Aerospace
Meta Special Aerospace
null
Oklahoma City
null
2021-02-08
null
Mass Layoff
2026-08-30T21:43:41.512264Z
43372d07801fb29a
OK
Southwest Airlines
Southwest Airlines
null
Oklahoma CityOklahoma City
null
2020-12-04
null
Mass Layoff
2026-08-30T21:43:41.512264Z
9af72695a676aac6
OK
IAP
IAP
null
null
null
2020-12-01
null
Plant Closing
2026-08-30T21:43:41.512264Z
9ca124e7041b0096
OK
Regal Cinemas
Regal Cinemas
null
Broken Arrow
null
2020-10-20
null
Plant Closing
2026-08-30T21:43:41.512264Z
9a173706efd85e41
OK
Regal Cinemas
Regal Cinemas
null
Broken Arrow
null
2020-10-20
null
Plant Closing
2026-08-30T21:43:41.512264Z
5f165f609459d1a3
OK
Aramark
Aramark
null
Oklahoma City
null
2020-08-27
null
Mass Layoff
2026-08-30T21:43:41.512264Z
69d34ae684616160
OK
Vetta Brands
Vetta Brands
null
Norman
null
2020-08-17
null
Plant Closing
2026-08-30T21:43:41.512264Z
833253179b587914
OK
GEFCO
Gefco
null
null
null
2020-08-03
null
Plant Closing
2026-08-30T21:43:41.512264Z
b10d46aaca076a05
OK
WalMart
Walmart
null
Altus
null
2020-07-22
null
Plant Closing
2026-08-30T21:43:41.512264Z
59cc9caf6897dc12
OK
Cimarron Correctional Facility
Cimarron Correctional Facility
null
Cushing
null
2020-07-17
null
Plant Closing
2026-08-30T21:43:41.512264Z
8b52f64a527dd8ab
OK
American Airlines
American Airlines
null
Fort Worth
null
2020-07-15
null
Mass Layoff
2026-08-30T21:43:41.512264Z
566169f863d03dbb
OK
Delaware North
Delaware North
null
null
null
2020-07-15
null
Mass Layoff
2026-08-30T21:43:41.512264Z
512dd3bd41e165a5
OK
CoorsTek
CoorsTek
null
Oklahoma City
null
2020-07-07
null
Plant Closing
2026-08-30T21:43:41.512264Z
df61903980e32b82
OK
Delaware North
Delaware North
null
null
null
2020-06-30
null
Mass Layoff
2026-08-30T21:43:41.512264Z
b3931a0d7f720c15
OK
Delaware North
Delaware North
null
null
null
2020-06-30
null
Mass Layoff
2026-08-30T21:43:41.512264Z
ab87a31bb9ac49c3
OK
Hitch Enterprises
Hitch Enterprises
null
Guyman
null
2020-06-26
null
Plant Closing
2026-08-30T21:43:41.512264Z
52441cc00feb648a
OK
Skirvin Hilton
Skirvin Hilton
null
Oklahoma City
null
2020-06-26
null
Mass Layoff
2026-08-30T21:43:41.512264Z
e175b28d3ed4c443
OK
Enterprise Holdings
Enterprise Holdings
null
Edmond
null
2020-06-22
null
Mass Layoff
2026-08-30T21:43:41.512264Z
1ef7e9e1a42c31b5
OK
SandRidge Energy
SandRidge Energy
null
null
null
2020-05-28
null
Mass Layoff
2026-08-30T21:43:41.512264Z
d0eb1517c88830aa
OK
Accurus Aerospace Corporation
Accurus Aerospace
null
Tulsa
null
2020-05-15
null
Mass Layoff
2026-08-30T21:43:41.512264Z
f9d8929a35008a3b
OK
Dillard's
Dillard's
null
null
null
2020-05-13
null
Plant Closing
2026-08-30T21:43:41.512264Z
814b5439de964962
OK
Atrium Hospitality
Atrium Hospitality
null
null
null
2020-05-13
null
Mass Layoff
2026-08-30T21:43:41.512264Z
285f9d27a9b21fad
OK
Atrium Hospitality
Atrium Hospitality
null
null
null
2020-05-13
null
Mass Layoff
2026-08-30T21:43:41.512264Z
76d0c85c7077ac43
OK
A&B Distributors
A&B Distributors
null
null
null
2020-05-07
null
Plant Closing
2026-08-30T21:43:41.512264Z
b2c32b7345167102
OK
Enterprise Holdings
Enterprise Holdings
null
Edmond
null
2020-05-05
null
Mass Layoff
2026-08-30T21:43:41.512264Z
6e5d7361c4bd8686
OK
Enterprise Holdings
Enterprise Holdings
null
Edmond
null
2020-05-05
null
Mass Layoff
2026-08-30T21:43:41.512264Z
4eba3f859712a694
OK
Enterprise Holdings
Enterprise Holdings
null
Edmond
null
2020-05-05
null
Mass Layoff
2026-08-30T21:43:41.512264Z
2c0c434bb16c45db
OK
Enterprise Holdings
Enterprise Holdings
null
Edmond
null
2020-05-05
null
Mass Layoff
2026-08-30T21:43:41.512264Z
42e38de278d1b5be
OK
Gathering Place
Gathering Place
null
Tulsa
null
2020-05-04
null
Mass Layoff
2026-08-30T21:43:41.512264Z
6b0209f3535b11db
OK
Crescent Hotels and Resorts
Crescent Hotels and Resorts
null
Oklahoma City
null
2020-05-01
null
Mass Layoff
2026-08-30T21:43:41.512264Z
faad323bd8e42069
OK
Regal Cinemas
Regal Cinemas
null
Broken Arrow
null
2020-04-29
null
Mass Layoff
2026-08-30T21:43:41.512264Z
f10b9348d0c5a817
OK
Regal Cinemas
Regal Cinemas
null
Broken Arrow
null
2020-04-29
null
Mass Layoff
2026-08-30T21:43:41.512264Z
39f7fbb534437b9c
OK
Regal Cinemas
Regal Cinemas
null
Broken Arrow
null
2020-04-29
null
Mass Layoff
2026-08-30T21:43:41.512264Z
bebf43996d7008aa
OK
Hertz
Hertz
null
Oklahoma City
null
2020-04-28
null
Mass Layoff
2026-08-30T21:43:41.512264Z
48e98fdbac8a615d
OK
Apergy
Apergy
null
Claremore
null
2020-04-28
null
Plant Closing
2026-08-30T21:43:41.512264Z
1f2785530326bfff
OK
Halliburton Energy Services, Inc. - Duncan Mfg.
Halliburton Energy Services, Inc. - Duncan Mfg
null
Duncan
null
2020-04-28
null
Mass Layoff
2026-08-30T21:43:41.512264Z
366c59e4a45ea20a
OK
Enterprise Holdings
Enterprise Holdings
null
Edmond
null
2020-04-27
null
Mass Layoff
2026-08-30T21:43:41.512264Z
8b615dd6fc0ac93d
OK
Cameron Drilling
Cameron Drilling
null
Moore
null
2020-04-23
null
Plant Closing
2026-08-30T21:43:41.512264Z
232aa8e98f205ec1
OK
SandRidge Energy
SandRidge Energy
null
null
null
2020-04-17
null
Mass Layoff
2026-08-30T21:43:41.512264Z
b2255204a209b822
OK
SandRidge Energy
SandRidge Energy
null
null
null
2020-04-16
null
Mass Layoff
2026-08-30T21:43:41.512264Z
cf97d06b0199cfa2
OK
BAKER HUGHES INC THOMAS & COMPANY
Baker Hughes Inc Thomas &
null
NASHVILLE
null
2020-04-15
null
Mass Layoff
2026-08-30T21:43:41.512264Z
0f5ddccfa7808faf
OK
Halliburton
Halliburton
null
duncan
null
2020-04-15
null
Mass Layoff
2026-08-30T21:43:41.512264Z
665ee7c653bbeef4
OK
Halliburton
Halliburton
null
duncan
null
2020-04-06
null
Mass Layoff
2026-08-30T21:43:41.512264Z
72890f330e8da919
OK
NORDAM
Nordam
null
null
null
2020-04-02
null
Mass Layoff
2026-08-30T21:43:41.512264Z
5eeb0479fe8e6d07
OK
Step Energy Services
Step Energy Services
null
Spring
null
2020-03-31
null
Mass Layoff
2026-08-30T21:43:41.512264Z
fd5b4b8e94b68b12
OK
Mathis Home
Mathis Home
null
Oklahoma City
null
2020-03-25
null
Mass Layoff
2026-08-30T21:43:41.512264Z
8ba0e45dea84bd9f
OK
Mathis Home
Mathis Home
null
Oklahoma City
null
2020-03-25
null
Mass Layoff
2026-08-30T21:43:41.512264Z
43f6a6c3175a7df3
OK
Mathis Home
Mathis Home
null
Oklahoma City
null
2020-03-25
null
Mass Layoff
2026-08-30T21:43:41.512264Z
203e04c8dd95eff8
OK
Mathis Home
Mathis Home
null
Oklahoma City
null
2020-03-25
null
Mass Layoff
2026-08-30T21:43:41.512264Z
05f495ba9605cebb
OK
Aimbridge Hospitality
Aimbridge Hospitality
null
null
null
2020-03-21
null
Mass Layoff
2026-08-30T21:43:41.512264Z
96738cf3c247fcc4
OK
JC Penney
JC Penney
null
Ardmore
null
2020-02-10
null
Plant Closing
2026-08-30T21:43:41.512264Z
b2e932de5418134b
OK
SandRidge Energy
SandRidge Energy
null
null
null
2020-02-04
null
Mass Layoff
2026-08-30T21:43:41.512264Z
4c0f37f19c15c6df
OK
Spirit AeroSystems
Spirit AeroSystems
null
Tulsa
null
2020-01-23
null
Mass Layoff
2026-08-30T21:43:41.512264Z
300f367315427aa6
OK
Energy Transfer
Energy Transfer
null
Houston
null
2020-01-06
null
Mass Layoff
2026-08-30T21:43:41.512264Z
End of preview. Expand in Data Studio

Oklahoma WARN Act layoff notices — every filing we hold since 2001, one CSV, rebuilt daily

220 Oklahoma WARN notices — every one this dataset holds, back to 2001 — free to download in full: no paywalled years, no login, no account · most recent notice filed 2026-08-17 · state source last checked 2026-09-11T12:20Z · official source: Oklahoma Office of Workforces Development — WARN notices.

Oklahoma employers must file a WARN Act notice with the state before a qualifying mass layoff or plant closing. This page is generated from those filings, cleaned into one schema shared with 47 other states, and rebuilt every day. Nothing here is behind a login.

The data above is free forever — CC BY 4.0, no login, no API key, no delay, rebuilt daily.

If you only care about particular employers or states, you do not have to re-download the whole file and diff it yourself. WARN Watch runs your list against every daily refresh and gives you a private alert page, a calendar (.ics), an RSS feed and an optional Slack/Discord/Teams webhook — no login.

Try it free for 30 days — no card (up to 3 employers or one state) · then $49/year, one-off, no auto-renew, 14-day refund · see a real alert page first

Download Oklahoma layoff data

The file in this repository, data/ok_warn_notices.csv, is byte-identical to the free per-state file on GitHub linked below; the other files are the all-state siblings.

What File
Oklahoma notices, all years (CSV, free) data/by-state/ok.csv
All 48 states, all years (CSV, free) data/warn_notices.csv
All 48 states (JSON, free) data/latest.json
Oklahoma RSS feed feeds/oklahoma.xml
Notice-period analysis, every state × year data/notice_period_by_state_year.csv
Browsable page with search and charts Oklahoma on the live site
Same data on Hugging Face APProjects/us-warn-act-layoffs-notices-daily

Licence: CC BY 4.0 — use it commercially, just credit the source.

Most recent Oklahoma notices

Employer Location Employees Notice filed Effective
T-Mobile USA, Inc. Oklahoma City 2026-08-17
US Gypsum Co Southard 2026-07-16
PepsiCo Purchase 2026-07-14
CONDUENT PATIENT ACCESS SOLUTIONS FLORHAM PARK 2026-06-26
Arvest Bank Lowell 2026-05-04
CAE USA Inc Altus AFB 2026-03-25
VITAL ENERGY INC TULSA 2026-03-13
Hopkins Mfg- Miami Miami 2026-02-23
Bright Horizons Watertown 2026-01-30
TTEC 2026-01-26
Macy's Distribution Owasso 2026-01-15
Carrus Lakeside Hospital Sherman 2025-12-15

Newest 12 of 220 free-window Oklahoma notices. The complete file is the CSV above — every notice we hold for this state, back to 1988, free and rebuilt daily.

How much notice did Oklahoma workers actually get?

No Oklahoma notice in the archive carries both a notice date and an effective date, so no notice-period statistic is available.

Read this before quoting the notice-period numbers. Several states publish the date the state received the filing rather than the date workers were notified, so an interval a little under 60 days is frequently state processing lag rather than a short notice. That is why this dataset publishes state-level and year-level shares and never ranks named employers by notice length.

Method and exclusions: notice-period analysis.

Track Oklahoma layoffs without polling this file

Something wrong in a Oklahoma row? Open an issue — it gets fixed the same day.


← all states · repository home · data as of 2026-09-12 · rebuilt daily by an automated pipeline.

A layoff record you can audit, not just download

This dataset is one cut of a single daily rebuild: 61,320 US WARN Act layoff notices from 48 state agencies, 1988 to today, one schema, no login, no delay, CC BY 4.0. Snapshot as of 2026-09-16; the files above are rebuilt every day, so the live count is the truth.

Several projects publish a current WARN scrape and two of them carry more rows than we do. None of them publish what the records used to say:

  • 616 observed changes to already-published notices, logged daily since 2026-08-31. data/revisions.csv records every field that differed between two consecutive daily builds — employee counts, effective dates, notice types, company names — with the old value, the new value and the date we saw it. We publish the observation and not the cause: a change is equally explained by the agency amending the notice or by our own parser improving, and we do not guess which (see data/revisions.README.txt). A scrape that starts tomorrow cannot backfill any of it; it only exists if someone was watching.
  • 6,799 notices whose state agency page no longer lists them. Agencies take notices down. We keep them, flagged as archive-only, so a count you ran last year still reconciles.
  • Point-in-time employer identity. The ticker crosswalk resolves a filer to the company as it existed at the time of the notice — Kmart, Sears Holdings, Symantec — not to whatever is on today's ticker file.

If you have to defend a number to an editor, a referee or a compliance reviewer, that provenance layer is the part you cannot rebuild yourself. How to cite this dataset →

Look something up right now — free, no signup, nothing to install. Check any employer or state against the last 180 days → It runs in your browser against these same files.

Building something with it? The same files are a free HTTP API — JSON and CSV, no key, no signup, access-control-allow-origin: * so fetch() works from a browser: endpoints, schema and curl examples →

Need one industry only? The same filings, cut by an auditable employer-name rule (each row keeps the rule that fired): tech companies · hospitals & healthcare · retail store closings · restaurants & hotels · factory & plant closings · banks, insurance & finance · warehouses, trucking & logistics · all 20 sectors.

Or have it watch a list for you. Coming back to look is the part a CSV cannot do. WARN Watch — $49 for a year, one payment, nothing auto-renews, 14-day refund, no login: up to 500 employer names plus whole states, matched on every daily refresh, delivered to a private alert page + calendar (.ics) + RSS + an optional Slack / Discord / Teams webhook. Every alert carries that employer's whole filing history from the archive, which a keyword rule on an RSS feed cannot see. There is no built-in email — we do not claim one.

Not deciding today? Join the update list → — one email when a new dataset or tier is published; nothing promotional. A state added or a column renamed ships in the daily release instead, no address needed. The list is shared across APProjects datasets, holds an email address only, is run by Gumroad, and any message unsubscribes you. Rather give no address at all? Watch the repo's releases — GitHub notifies you on every daily republish, and a new state or changed field is in those notes the day it lands.

Reaching a human. WARN Feed is published by APProjects, an automated data publisher — that is stated plainly rather than dressed up. Corrections, coverage gaps, schema questions and refund requests all go here and are read: open an issue. Payments are handled by Gumroad as merchant of record, so an invoice can carry your company name.

Source, scrapers and methodology · the 48-state site

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