Typed rows, filtered exports, and confidence labels.
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 records move through market definitions, concentration calculations, confidence labels, and public data endpoints — 45 source records, 12 market profiles, 235808 record rows plus a 1 row summary endpoint across 62 API endpoints.
Record rows
235,808
Sources
45
Endpoints
62
Aug 15, 2026
Latest source review
62
Dataset families
4
Source types
Use the observatory data directly.
Public-interest exploration needs the underlying data to be inspectable. These JSON and CSV endpoints expose the same public records that power profiles, rankings, reports, and the evidence ledger.
Labor market dynamics routes to 5472 rows with JSON, CSV, notebook, and citation reuse.
All public rows are available for audit, download, or reuse.
/api/public/labor-dynamics62
Datasets
Aug 2026
Freshness
Selected dataset
Labor market dynamics
Official BLS monthly JOLTS rates for total nonfarm and 11 broad industries from 2017-01 through 2026-06, spanning job openings, hires, quits, and layoffs and discharges with preliminary observations preserved explicitly.
Endpoint rows
5472
Scope
Full public dataset
dataset rows
5472
endpoint rows
5472
dataset rows
5472
source
all
report
all
fields
19
Use this endpoint's dataset-specific filters rather than market scope.
Labor market dynamics declares source custody in its endpoint contract.
Labor market dynamics has no shared market-report parameter.
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.