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Data infrastructure / open access

Public data catalog

Download the records behind the research, including market shares, concentration measures, official events, and source references. Coverage and missing values are documented for each dataset.

Source-to-API route

Public records become reusable evidence.

Mobile source-to-API data routeSource records move through market definitions and concentration metrics into public data endpoints.Sources45Markets12Metrics8API62
Record rows235,809HHI8Gaps4

Data desk

Inspect the boundaries behind each measure

Compare product scope, geography, denominator, confidence, and source support before interpreting concentration.

62datasets235,809record rows5desks
Open data observatory

Source records move through market definitions, concentration calculations, confidence labels, and public data endpoints — 45 source records, 12 market profiles, 235809 record rows plus a 1 row summary endpoint across 62 API endpoints.

Source-to-API route

Trace public records into reusable data.

Source records flow into market profiles, metrics, and public API endpointsInspectable data routes show source records moving through market definitions and concentration metrics into public data endpoints.Sources45 recordsMarkets12 profilesMetrics8 HHI rowsAPI62 endpoints

Record rows

235,809

Sources

45

Endpoints

62

Aug 15, 2026

Latest source review

62

Dataset families

4

Source types

Market-definition atlas

What market is this metric measuring?

Inspect each product boundary, geography, denominator, proxy choice, and permitted comparison use before treating concentration values as economic evidence.

Definitions API
Definitions12
Agency defined5
Source defined1
Public proxies5
Comparable series7

Selected definition contract

U.S. steer and heifer purchases by beef packers

Agency definedhigh confidence2019 basis

Product boundary

Purchases of steers and heifers by beef packers

Geographic boundary

United States, while cattle procurement often occurs in regional markets

Measurement basis

USDA-reported share of steer and heifer purchases handled by the four largest beef packers

Denominator

All U.S. steer and heifer purchases represented in the USDA historical CR4 series

Included

The aggregate top-four packer share at published historical anchors

Excluded

Individual packer shares, hog purchases, regional procurement areas, cattle prices, and wholesale beef sales

Method and limitations

Publish the USDA national CR4 anchors and withhold HHI until a complete individual packer-share distribution is public and citable.

A national aggregate buyer-side CR4 is not an HHI, does not identify individual firms, and does not define the regional procurement choices facing a particular rancher or feeder.

Boundary source

Concentration in U.S. Meatpacking Industry and How It Affects Competition and Cattle Prices

U.S. Department of Agriculture Economic Research Service · accessed 2026-07-19

Permanent comparison guardrail

The same 0-10,000 HHI scale does not make different product, geographic, or denominator definitions economically interchangeable. Cross-market HHI is a descriptive screen only.

Method standard

Open data needs public interpretation.

The API is a starting point, not a legal conclusion. Pair downloads with methodology notes, source records, and the data-gaps report when citing market concentration.

Public Data | Antitrust Radar