Global Macro & Trade Indicators

What you get

• S — Starter slice of headline indicators per country
• M — Research pack: 9.0M observations across sources
• L — Full library: all indicators, countries and vintages
• Unified long-format schema (country, indicator, period, value, source)
• Data dictionary, datasheet and QA report included with every package

Sample preview

First 50 rows of the real free-sample file — the identical schema you get in every package. Click a column to sort, or filter across all rows.

Free sample not yet available for this dataset — request one via the contact form.

Coverage statistics

Records

9,074,115

Economies

284

Countries

284

Fields

29

Time coverage

n/a

Largest package

226.6 MB

Available packages

Real contents of the current builds — row counts, sizes and checksums come from the packaging manifest, not estimates.

Built from the 2026-08-04 full run: World Bank WDI official bulk CSV, OECD SDMX API, Eurostat dissemination API, plus DataForge-derived indicators from IMF WEO and UN Comtrade (see pipelines/macro).

Free Open Data — full downloads

This dataset is part of the DataForge Open Data program: the upstream license (Dual license — CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required); commercial use requires a DataForge commercial license. Upstream: World Bank WDI CC BY 4.0, OECD & Eurostat open reuse terms (attribution); IMF WEO / UN Comtrade only as derived indicators (no raw values)) permits free redistribution, so the complete packages below are free — no signup. Please cite DataForge (data.zalize.com) with a backlink when you use or share this data.

License: Dual license — CC BY-NC 4.0 (DataForge curated layer; academic/personal use, attribution + backlink required); commercial use requires a DataForge commercial license. Upstream: World Bank WDI CC BY 4.0, OECD & Eurostat open reuse terms (attribution); IMF WEO / UN Comtrade only as derived indicators (no raw values) · Attribution: DataForge (data.zalize.com), built from World Bank WDI (CC BY 4.0), OECD and Eurostat official data

Full package inventory

Every package registered in the delivery catalog for this dataset — 12 packages, 1.4 GB total , 18,451,574 rows. Sizes, row counts and SHA-256 checksums come straight from the packaging pipeline.

How to get this data

All packages are hosted on the Hugging Face Hub: free/open packages live in a public dataset repo (direct downloads, no signup); paid or restricted editions are delivered from a private repo with token access after approval.

# Download the whole dataset repo (hf CLI — pip install -U huggingface_hub)
hf download zalizedata/global-macro-trade-indicators-dataset --repo-type dataset --local-dir global-macro-trade-indicators-dataset

# Or just one archive
hf download zalizedata/global-macro-trade-indicators-dataset archive/archive/macro-tier1-S-2026-08-04.zip --repo-type dataset

Protocol access (hf://, resolve links, token auth for private repos) is documented in the developer docs →

Pricing

AI-training use requires the AI-Training tier (1.5× base); redistribution licensing is quoted individually. Annual subscriptions get 2 months free. License details →

Update frequency & delivery

• Sources: World Bank WDI (CC BY 4.0), OECD and Eurostat official bulk statistics; IMF WEO and UN Comtrade enter only as derived indicators (raw values are not redistributed).
• Every package ships with a MANIFEST (per-file row counts, bytes, sha256) for verification.

Compliance & provenance

Collected only from publicly accessible pages and endpoints — no login-required data, no CAPTCHA solving, no forged authentication. Collection is rate-limited with an identified User-Agent, and collection logs are retained. PII is removed or pseudonymized. Every record carries its source URL and collection timestamp. Sold under a tiered commercial license.

FAQ