Finance QC clean AI-training-safe

US Federal Contract Awards & Momentum by Agency

US federal contract spending by agency, monthly, in one panel: the award dollar value and its 3-month momentum (growth) - the government-demand signal, per department. Consolidates the awards level and its momentum into one file.

9K
rows
20
zones
2008-2026
coverage
0.2 MB
download
Source
derived
Licence
Redistributable open data
Updates
Monthly
Data through
2026-07-01
Quality
QC clean · 0 failures
Format
Apache Parquet + dictionary

Safe to train on

Built only from a named, redistributable official source under a documented open licence - not scraped web data. No copyright grey zone, no personal data. Ships machine-readable Croissant metadata (ML Commons - loads in Hugging Face / Kaggle / Google), an AI training-licence manifest documenting source, licence and provenance for your model's data governance, and a machine-readable data dictionary (drop it into an agent / RAG prompt so the model knows every column) - all inspectable before you buy.

What's included

  • Award value ($) + 3-month award momentum (%), per federal agency, monthly
  • The government-spending demand signal; from USAspending.gov (public domain)
  • Consolidates us-federal-contract-awards + us-federal-contract-momentum
  • Source: USAspending.gov (U.S. Treasury) - derived

Schema

ColumnTypeDescriptionFilledDistinct
zone str Federal agency 100.0% 20
ts timestamp (UTC) Month 100.0% 223
metric str Award value ($) / Award momentum (3mo %) 100.0% 2
value float Dollars or percent 100.0% 8,098
unit str unit 100.0% 2
res_min int Native resolution (monthly) 100.0% 1

Sample & preview

Every purchase ships as Apache Parquet with a data dictionary and the full QC report. A free sample (first rows + schema) is downloadable here - confirm fit before you buy. Source: derived (redistributable open data; attribution passes through - see our Licence).

Don't trust screenshots - drop the sample into your notebook right now.

import pandas as pd
df = pd.read_parquet("us-federal-contracts_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 20 zones

Agency for International Development · Department of Agriculture · Department of Commerce · Department of Defense · Department of Education · Department of Energy · Department of Health and Human Services · Department of Homeland Security · Department of Housing and Urban Development · Department of Justice · Department of Labor · Department of State · Department of Transportation · Department of Veterans Affairs · Department of the Interior · Department of the Treasury · Environmental Protection Agency · General Services Administration · National Aeronautics and Space Administration · Social Security Administration