Question · Geographic area

Establishment stock change trends

How is the number of operating establishments changing over time in this industry and area, after distinguishing gross entry and exit from net stock change?

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U.S. Census Bureau Primary fit
Business Dynamics Statistics (BDS)

BDS supplies annual establishment stock counts together with gross establishment entries, exits, and their rates for the same supported area, industry, and year dimensions. Comparing pinned annual stocks while retaining gross entry and exit directly establishes net establishment-stock change without conflating stock with flow.

Free APIFull file National US 26 fields
U.S. Bureau of Labor Statistics Primary fit
Business Employment Dynamics

BED's standing age tables publish total establishment counts and establishment net change by age, while the coordinated BED series publish openings, closings, births, and deaths. Together they directly distinguish net stock change from gross entry and exit for supported geography, industry, and observation periods.

Free APIFull file National US 18 fields
Data Axle Strong fit
Data Axle Historical Database

Fixed annual July snapshots, one record per included operating location, persistent location identifiers, year-specific industry/geography fields, and filtered record/frequency counts support operating-location stock levels and net changes by snapshot. Persistent IDs also let an analysis distinguish database appearances and disappearances from net stock change, but those flows must be labelled observed entry/exit rather than exact business openings or closures, and no official establishment-universe completeness is claimed.

Paid APIFull file Unknown 18 fields
U.S. Bureau of Labor Statistics Strong fit
Quarterly Census of Employment and Wages

QCEW publishes quarterly and annual-average covered-establishment stock counts and corresponding prior-year level and percentage changes by area, industry, ownership, and aggregation/size class. This supports net stock change only, not gross entry, exit, opening, closure, birth, or death; preserve compared periods, classification basis, disclosure, and release status.

Free APIFull file National US 12 fields

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