Data Sources

Every statistic, score, and signal on Hire4Real traces back to a public file from a named government or open-data source. This page lists every raw file we ingest, with a link to the original URL so you can verify our work.

Live-API accelerants: current WARN — Worker Adjustment and Retraining Notification Act Federal law requiring 60-day advance notice of large layoffs or plant closures100+ employee firms, 50+/one-third site thresholds — WARN data captures only a FRACTION of layoffs; distributed cuts are invisibleOfficial source ↗ Act layoff notices flow through warnfirehose.com as an interim source while we scope direct state workforce agency ingest as a durable long-term path. Attribution is doctrine, not obligation — we name every input in our pipeline.

Total Sources
125
Total Size
8.7 GB
Agencies
10
License
US Gov. Works / Public Domain

BLS

6 files

Program FY/Quarter Format Size Source
OEWS - - 24.8 KB Original
OEWS - - 21.4 KB Original
OEWS - - 316.9 MB Original
OEWS - - 255.5 KB Original
OEWS - - 1.2 GB Original
OEWS - - 12.5 KB Original

DOL

1 file

Program FY/Quarter Format Size Source
ETA Trade Act - XLSX - Original

DOL OFLC

108 files

Program FY/Quarter Format Size Source
H-2A FY2026 - 60.5 MB Original
H-2A FY2025 - 76.9 MB Original
H-2A FY2024 - 19.7 MB Original
H-2A FY2023 - 77.2 MB Original
H-2A FY2022 - 15.8 MB Original
H-2A FY2021 - 12.3 MB Original
H-2A FY2020 - 11.1 MB Original
H-2A FY2019 - 4.6 MB Original
H-2A FY2018 - 4.3 MB Original
H-2A FY2012 - 1.3 MB Original
H-2A FY2011 - 1.2 MB Original
H-2A FY2010 - 1.3 MB Original
H-2B FY2026 - 10.6 MB Original
H-2B FY2025 - 67.6 MB Original
H-2B FY2024 - 52.5 MB Original
H-2B FY2023 - 69.8 MB Original
H-2B FY2022 - 10.7 MB Original
H-2B FY2021 - 7.2 MB Original
H-2B FY2019 - 2.7 MB Original
H-2B FY2018 - 3.1 MB Original
H-2B FY2017 - 3.0 MB Original
H-2B FY2013 - 2.0 MB Original
H-2B FY2012 - 813.8 KB Original
H-2B FY2011 - 804.9 KB Original
H-2B FY2010 - 736.9 KB Original
H-2B FY2009 - 1.2 MB Original
H-2B FY2008 - 1.9 MB Original
LCA FY2026 Q3 XLSX 240.2 MB Original
LCA FY2026 Q2 XLSX 131.4 MB Original
LCA FY2026 Q1 XLSX 72.1 MB Original
LCA FY2025 Q4 XLSX 75.5 MB Original
LCA FY2025 Q3 XLSX 137.2 MB Original
LCA FY2025 Q2 XLSX 102.0 MB Original
LCA FY2025 Q1 XLSX 83.6 MB Original
LCA FY2024 Q4 XLSX 79.2 MB Original
LCA FY2024 Q3 XLSX 127.1 MB Original
LCA FY2024 Q2 XLSX 62.8 MB Original
LCA FY2024 Q1 XLSX 50.9 MB Original
LCA FY2023 Q4 XLSX 82.3 MB Original
LCA FY2023 Q3 XLSX 111.3 MB Original
LCA FY2023 Q2 XLSX 140.3 MB Original
LCA FY2023 Q1 XLSX 74.7 MB Original
LCA FY2022 Q4 XLSX 53.5 MB Original
LCA FY2022 Q3 XLSX 104.4 MB Original
LCA FY2022 Q2 XLSX 67.8 MB Original
LCA FY2022 Q1 XLSX 53.6 MB Original
LCA FY2021 Q4 XLSX 92.1 MB Original
LCA FY2021 Q3 XLSX 276.3 MB Original
LCA FY2021 Q2 XLSX 157.3 MB Original
LCA FY2021 Q1 XLSX 56.9 MB Original
LCA FY2020 Q4 XLSX 53.4 MB Original
LCA FY2020 Q3 XLSX 88.9 MB Original
LCA FY2020 Q2 XLSX 73.2 MB Original
LCA FY2020 Q1 XLSX 74.1 MB Original
LCA FY2019 XLSX 270.1 MB Original
LCA FY2018 XLSX 108.4 MB Original
PERM FY2026 Q3 XLSX 149.0 MB Original
PERM FY2026 Q2 XLSX 34.9 MB Original
PERM FY2026 Q1 XLSX 11.4 MB Original
PERM FY2025 Q4 XLSX 83.0 MB Original
PERM FY2025 Q3 XLSX 83.0 MB Original
PERM FY2025 Q2 XLSX 55.1 MB Original
PERM FY2025 Q1 XLSX 824.1 KB Original
PERM FY2024 Q4 XLSX 72.6 MB Original
PERM FY2024 Q3 XLSX 69.3 MB Original
PERM FY2024 Q2 XLSX 40.5 MB Original
PERM FY2024 Q1 XLSX 19.7 MB Original
PERM FY2023 Q4 XLSX 90.9 MB Original
PERM FY2023 Q3 XLSX 66.4 MB Original
PERM FY2023 Q2 XLSX 44.9 MB Original
PERM FY2023 Q1 XLSX 20.8 MB Original
PERM FY2022 Q4 XLSX 84.4 MB Original
PERM FY2022 Q3 XLSX 68.6 MB Original
PERM FY2022 Q2 XLSX 47.5 MB Original
PERM FY2022 Q1 XLSX 23.3 MB Original
PERM FY2021 Q4 XLSX 88.8 MB Original
PERM FY2021 Q3 XLSX 65.3 MB Original
PERM FY2021 Q2 XLSX 30.2 MB Original
PERM FY2021 Q1 XLSX 15.1 MB Original
PERM FY2020 XLSX 79.4 MB Original
PERM FY2020 Q4 XLSX 79.4 MB Original
PERM FY2020 Q2 XLSX 30.2 MB Original
PERM FY2019 XLSX 57.0 MB Original
PERM FY2018 XLSX 23.5 MB Original
PERM FY2013 XLSX 7.0 MB Original
PERM FY2012 XLSX 10.0 MB Original
PERM FY2011 XLSX 12.0 MB Original
PERM FY2010 XLSX 13.7 MB Original
PERM FY2009 XLSX 5.6 MB Original
PERM FY2008 XLSX 9.0 MB Original
Prevailing-Wage FY2026 - 78.1 MB Original
Prevailing-Wage FY2025 - 211.8 MB Original
Prevailing-Wage FY2024 - 165.7 MB Original
Prevailing-Wage FY2023 - 203.6 MB Original
Prevailing-Wage FY2023 - 34.8 MB Original
Prevailing-Wage FY2022 - 12.2 MB Original
Prevailing-Wage FY2022 - 134.1 MB Original
Prevailing-Wage FY2021 - 5.6 MB Original
Prevailing-Wage FY2021 - 123.5 MB Original
Prevailing-Wage FY2020 - 91.2 MB Original
Prevailing-Wage FY2019 - 42.7 MB Original
Prevailing-Wage FY2018 - 41.0 MB Original
Prevailing-Wage FY2014 - 25.4 MB Original
Prevailing-Wage FY2013 - 22.5 MB Original
Prevailing-Wage FY2012 - 26.4 MB Original
Prevailing-Wage FY2011 - 20.4 MB Original
Prevailing-Wage FY2010 - 13.7 MB Original
PW FY2020 XLSX 91.2 MB Original

DOL OSHA

3 files

Program FY/Quarter Format Size Source
OSHA ITA 300A FY2024 CSV 85.8 MB Original
OSHA ITA 300A FY2023 CSV 97.1 MB Original
OSHA SIR FY2025 CSV 53.4 MB Original

DOL WHD

1 file

Program FY/Quarter Format Size Source
WHISARD FY2026 SQLITE 97.0 MB Original

New Jersey DOL

1 file

Program FY/Quarter Format Size Source
WARN-NJ-archive - - 192.2 KB Original

NJ DOL

1 file

Program FY/Quarter Format Size Source
WARN - XLSX 192.2 KB Original

SBA

1 file

Program FY/Quarter Format Size Source
PPP FY2024 - 431.1 MB Original

SEC EDGAR

1 file

Program FY/Quarter Format Size Source
XBRL - JSON 775.2 KB Original

Stanford Big Local News

2 files

Program FY/Quarter Format Size Source
WARN - CSV 6.7 MB Original
WARN-historical - - 6.7 MB Original

Legal notice

Not a Consumer Reporting Agency

This site is NOT a CRA under the FCRA. Data cannot be used for employment screening, credit, or insurance decisions. Terms of Service →

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