Pandemic Darlings The pandemic economy, in original documents
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Data release · v1

Preserved data releases

Release pandemic-darlings-data-v1-2026-07-10, published 2026-07-10: the exact source vintages behind every table on this site, frozen with SHA-256 checksums so any number here can be traced to the bytes it was computed from.

Release statusAll 71 files of release pandemic-darlings-data-v3-2026-09-18 are mirrored for download on data.pandemicdarlings.com: 63 source files and 8 derived tables. Every one was range-probed on 2026-09-18 and served its manifest byte size. Checksums, schemas and manifests are published beside them.

Integrity files

The manifest lists every file with its dataset, role, byte size, SHA-256, row count, source vintage, publisher, rights, and caveats. SHA256SUMS is in the format sha256sum -c reads.

JSON manifest · CSV manifest · SHA256SUMS

Source collections · 8

SBA PPP FOIA loan-level files

The SBA's FOIA release of every Paycheck Protection Program loan: 11,468,210 loans in thirteen CSV files, 2024-09-30 vintage, 5.2 GB. One file holds the loans of $150,000 and above; twelve hold the loans under $150,000.
13 files · 4.9 GB · 11,468,210 rows · vintage: 2024-09-30

Files & columns · Schema

USASpending COVID EIDL prime-award files

USASpending.gov award-level exports of the SBA's COVID-19 Economic Injury Disaster Loans: 3,680,124 awards in 38 files covering April 2020 through December 2022, downloaded 2026-06-22, 3.9 GB.
38 files · 3.6 GB · 3,680,124 rows · vintage: 2020-04-01 through 2022-12-31; downloaded 2026-06-22

Files & columns · Schema

SBA Restaurant Revitalization Fund award file

The SBA's FOIA file of all 100,828 Restaurant Revitalization Fund awards: business name and address, approval date, grant amount, restaurant type, and the uses of funds the applicant checked.
1 file · 16.6 MB · 100,828 rows · vintage: Archived project copy acquired 2026-06-12

Files & columns · Schema

SBA Shuttered Venue Operators Grant award file

The SBA's list of Shuttered Venue Operators Grant awards as of July 5, 2022: grantee, address, venue type, grant amount, and award date, in one Excel workbook.
1 file · 1.1 MB · vintage: 2022-07-05

Files & columns · Schema

DOJ press-release corpus, 2020–2026

135,405 Department of Justice press releases, dated October 25, 2019 through September 15, 2026, harvested from the DOJ's public API on July 4, 2026 and swept again on September 15, 2026 as two compressed JSON-lines files: the whole corpus the three enforcement tables were built from.
2 files · 120.0 MB · 135,405 rows · vintage: 2019-10-25 through 2026-07-03, harvested 2026-07-04; supplement 2026-07-06 through 2026-09-15, swept 2026-09-15

Files & columns · Schema

HHS Provider Relief Fund and ARP Rural payment files

Two HRSA payment lists as data.cdc.gov publishes them: 419,846 Provider Relief Fund payments and 47,087 American Rescue Plan Rural payments, one row per provider.
2 files · 22.9 MB · vintage: 2026-07-21 · release pandemic-darlings-data-v3-2026-09-18

Files & columns · Schema

Treasury airline payroll support files and the section 4003 loan page

PSP1, PSP2 and PSP3 payments as Treasury published them — 611, 489 and 484 rows — with the raw HTML of the CARES section 4003 loan page, which Treasury never published as a data file.
4 files · 286 KB · vintage: 2023-08-17 (PSP1); 2022-07-27 (PSP2 and PSP3); 2026-07-21 (section 4003 page capture) · release pandemic-darlings-data-v3-2026-09-18

Files & columns · Schema

Main Street Lending Program and PPPLF transaction disclosures

The Federal Reserve's transaction-level disclosures for two pandemic facilities: 1,830 Main Street loans as of 31 January 2021, and 346 PPPLF advance records as of 31 March 2026.
2 files · 288 KB · vintage: 2021-04-12 (MSLP release, data as of 2021-01-31); 2026-04-13 (PPPLF release, data as of 2026-03-31) · release pandemic-darlings-data-v3-2026-09-18

Files & columns · Schema

Derived tables · 8

PPP per-lender totals

Loan count, approved dollars, average loan, reported jobs, and share of the program for each of 4,680 PPP originating lenders, with the Womply and Blueacorn aggregator networks consolidated into rows of their own.
1 file · 358 KB · 4,680 rows · vintage: SBA PPP FOIA 2024-09-30

Files & columns · Schema · Dictionary

Top 500 PPP lenders by loan count

The 500 lenders with the most PPP loans, ranked, with a lender category, dollars, average loan, reported jobs, distinct borrowers, and loans per borrower.
1 file · 53 KB · 500 rows · vintage: SBA PPP FOIA 2024-09-30

Files & columns · Schema · Dictionary

Top 500 PPP lenders by approved dollars

The 500 lenders with the most PPP dollars approved, ranked, with the same category, borrower, and jobs fields as the by-count table.
1 file · 54 KB · 500 rows · vintage: SBA PPP FOIA 2024-09-30

Files & columns · Schema · Dictionary

PPP processing-fee schedules by vintage

Program-wide PPP lender processing fees by loan vintage and draw, with the 2020 CARES Act schedule and the 2021 Economic Aid Act schedule each applied to every disbursed loan. Four rows; the actual-schedule column sums to $38.24 billion.
1 file · 430 B · 4 rows · vintage: SBA PPP FOIA 2024-09-30

Files & columns · Schema · Dictionary

Pandemic-fraud sentencing outcomes

1,133 pandemic-fraud sentencing records, late 2020 through mid-2026, coded from DOJ releases, inspector-general reports, state attorney-general announcements, and court records: program, charges, conviction path, sentence length, probation, restitution, forfeiture, and loss amount, each with a source excerpt and a quality tier.
1 file · 3.1 MB · 1,133 rows · vintage: Project database promoted 2026-07-10

Files & columns · Schema · Dictionary

DOJ pandemic-fraud press-release index

2,879 Department of Justice press releases on pandemic-relief fraud, March 2020 through September 2026, with the district, defendants, charges, programs, lenders, dollar amount, sentence, and case stage parsed out of each one.
1 file · 2.8 MB · 2,879 rows · vintage: DOJ corpus harvested 2026-07-04 · DOJ API re-sweep through 2026-09-15

Files & columns · Schema · Dictionary

PPP/EIDL identity-theft classification

1,977 PPP and EIDL prosecutions from the DOJ index, each classified as identity theft (246 cases, where another person's identity or information was used) or self-inflation (1,731 cases, where the defendant applied in their own name and misstated payroll, revenue, or documents), with the basis, a confidence grade, and a supporting excerpt.
1 file · 1.0 MB · 1,977 rows · vintage: Project classification through 2026-07-10

Files & columns · Schema · Dictionary

Cross-program recipient matches

91,448 businesses that received money from two or more of PPP, the Restaurant Revitalization Fund, the Shuttered Venue Operators Grant, and COVID EIDL, matched by normalized name and state, with per-program amounts, the combination of programs, and a match-strength grade on every row.
1 file · 17.4 MB · 91,448 rows · vintage: Project overlap build through 2026-07-10

Files & columns · Schema · Dictionary
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