Economy QC clean AI-training-safe

US Macro Indicators

The US real-economy dashboard in one tidy Parquet - the headline indicators every macro desk tracks: unemployment rate, nonfarm payrolls, initial jobless claims, real GDP, industrial production, capacity utilization, retail sales, personal consumption, durable-goods orders, housing starts, vehicle sales, business inventories, M2 money supply, plus the policy and rates layer - the fed funds rate, 2-year and 10-year Treasury yields and the 10Y-2Y curve spread (the classic recession signal). Aligned on date, back to 1990. Public domain at origin (BLS, BEA, Federal Reserve, Census, Treasury); FRED is only the retrieval pipe, so resale stays clean. Distinct from our inflation and liquidity sets.

35K
rows
1
zones
1990-2026
coverage
0.4 MB
download
Source
FRED
Licence
Redistributable open data
Updates
Daily
Data through
2026-07-31
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

  • 17 US real-economy + rates indicators - jobs, GDP, output, demand, money, Treasury curve - one panel
  • Unemployment, payrolls, jobless claims, real GDP, industrial production, capacity utilisation
  • Retail sales, personal consumption, durable goods, housing starts, vehicle sales, inventories, M2
  • Rates: fed funds, 2Y & 10Y Treasury yields, 10Y-2Y spread (curve inversion = recession signal)
  • Aligned on date, daily/weekly/monthly/quarterly native, back to 1990; the `measure` column selects
  • Public domain at origin (BLS / BEA / Fed / Census) - attribute the agency, not FRED
  • Complements our US inflation + liquidity + Treasury sets

Schema

ColumnTypeDescriptionFilledDistinct
zone str Always US 100.0% 1
ts timestamp (UTC) Observation date 100.0% 11,155
measure str Indicator (Unemployment rate, Real GDP, Industrial production, …) 100.0% 17
value float Value 100.0% 3,972
unit str Unit (varies by indicator) 100.0% 9
res_min int Native resolution (weekly / monthly / quarterly) 100.0% 4

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: FRED (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-macro-indicators_sample.parquet")
df.info()   # typed columns, gap-aware, ready to join
⬇ Download free Parquet sample or CSV for Excel
Coverage: 1 zones

US

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