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.
- 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
| Column | Type | Description | Filled | Distinct |
|---|---|---|---|---|
| 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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