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Data Sources

Official public datasets are the foundation.

All insights are derived from publicly available U.S. government datasets. WorkVisaInsights organizes those records into searchable employer, job, salary, location, and trend views.

Trust snapshot

Built for source transparency, clear boundaries, and fast research.

Primary source

U.S. Department of Labor

Additional source

USCIS where applicable

Use case

Transparent public-data research

Source statement

All insights are derived from publicly available U.S. government datasets. WorkVisaInsights normalizes and aggregates those disclosures for research, but users should verify critical decisions against the official source files.

Dataset families

3

H1B, LCA, and PERM are the core data families used across the platform.

Source type

Official

Records come from public government releases rather than private user submissions.

Data posture

Citeable

Pages expose source context so researchers and journalists can attribute carefully.

Primary Sources

Datasets currently represented

Source coverage can vary by year, field, and government publication format.

U.S. Department of Labor

Labor Condition Application and PERM labor certification disclosure datasets.

  • Labor Condition Applications (LCA / ETA-9035).
  • PERM labor certification public disclosure records.

USCIS datasets

Public H1B petition disclosure tables and aggregate files where applicable.

  • H1B employer petition activity and outcome summaries.
  • Fiscal-year coverage depends on available public releases.

Field Context

How source fields become product context

The platform preserves the meaning of source fields while making them easier to navigate.

Employer names
Normalized for search and aggregation while preserving source-level context where possible.
Roles and SOC codes
Used to group related occupations, compare salaries, and build job intelligence pages.
Locations
Worksites and state/city fields power location and market comparison pages.
Wages and salaries
Reported wage fields are used for medians, ranges, and salary benchmark surfaces.

Public record basis

The platform does not create immigration outcomes; it indexes and summarizes public records.

Normalization layer

Names, locations, roles, wages, and dates are cleaned for better search and aggregation.

Clear limitations

Data may contain source-file omissions, amendments, duplicates, or publication delays.

Company Pages

Trust, methodology, and policies

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