Global Macro & Trade Indicators
Unified long-format macroeconomic and trade indicators from World Bank WDI, OECD and Eurostat official statistics, with IMF WEO and UN Comtrade derived metrics (no restricted raw values).
- Records
- 9,074,115 records
- Refresh
- Quarterly refresh
- Formats
- CSV + Parquet
- Coverage
- Global (200+ economies)
- Packages
- 12
- Total volume
- 1.4 GB
Slices from
$99
Open-tier snapshots are free below — paid plans add monthly refreshes & support.
Request access / Get a sampleSelf-serve checkout is coming online — request access and we reply within one business day.
What you get
- S — Starter slice of headline indicators per country
- M — Research pack: 9.0M observations across sources
- L — Full library: all indicators, countries and vintages
- Unified long-format schema (country, indicator, period, value, source)
- Data dictionary, datasheet and QA report included with every package
Sample preview
First 50 rows of the real free-sample file — the identical schema you get in every package. Click a column to sort, or filter across all rows.
| worldbank_wdi:WDI.NY.GNP.PCAP.CD:AFW:2024 | worldbank_wdi | WDI | WDI.NY.GNP.PCAP.CD | GNI per capita, Atlas method (current US$) | AFW | Africa Western and Central | 2024 | 1628.6170899078231 | 1 | ||
| worldbank_wdi:WDI.IT.NET.USER.ZS:AFW:2017 | worldbank_wdi | WDI | WDI.IT.NET.USER.ZS | Individuals using the Internet (% of population) | AFW | Africa Western and Central | 2017 | 23.8 | 1 | ||
| worldbank_wdi:WDI.NY.GDP.PCAP.PP.CD:ARB:2010 | worldbank_wdi | WDI | WDI.NY.GDP.PCAP.PP.CD | GDP per capita, PPP (current international $) | ARB | Arab World | 2010 | 14698.737682812654 | 1 | ||
| worldbank_wdi:WDI.FS.AST.PRVT.GD.ZS:CSS:2009 | worldbank_wdi | WDI | WDI.FS.AST.PRVT.GD.ZS | Domestic credit to private sector (% of GDP) | CSS | Caribbean small states | 2009 | 49.340082287954836 | 1 | ||
| worldbank_wdi:WDI.SP.DYN.LE00.IN:CSS:2010 | worldbank_wdi | WDI | WDI.SP.DYN.LE00.IN | Life expectancy at birth, total (years) | CSS | Caribbean small states | 2010 | 71.01143669870739 | 1 | ||
| worldbank_wdi:WDI.TX.VAL.MRCH.CD.WT:CEB:2017 | worldbank_wdi | WDI | WDI.TX.VAL.MRCH.CD.WT | Merchandise exports (current US$) | CEB | Central Europe and the Baltics | 2017 | 829023000000.0 | 1 | ||
| worldbank_wdi:WDI.SL.UEM.TOTL.ZS:CEB:2021 | worldbank_wdi | WDI | WDI.SL.UEM.TOTL.ZS | Unemployment, total (% of total labor force) (modeled ILO estimate) | CEB | Central Europe and the Baltics | 2021 | 4.4450803122128155 | 1 | ||
| worldbank_wdi:WDI.FP.CPI.TOTL.ZG:EAR:2004 | worldbank_wdi | WDI | WDI.FP.CPI.TOTL.ZG | Inflation, consumer prices (annual %) | EAR | Early-demographic dividend | 2004 | 4.435261084107817 | 1 | ||
| worldbank_wdi:WDI.SP.POP.TOTL:EAR:2023 | worldbank_wdi | WDI | WDI.SP.POP.TOTL | Population, total | EAR | Early-demographic dividend | 2023 | 3511607650.0 | 1 | ||
| worldbank_wdi:WDI.NE.IMP.GNFS.CD:EAS:2007 | worldbank_wdi | WDI | WDI.NE.IMP.GNFS.CD | Imports of goods and services (current US$) | EAS | East Asia & Pacific | 2007 | 3914459206572.6523 | 1 |
50 rows · page 1 of 5
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.
| Slice | Scope | Rows | Size | Snapshot | Monthly |
|---|---|---|---|---|---|
| S — core-indicators | Core macro dashboard pack: ~90 curated headline indicators (GDP, growth, inflation, unemployment, trade, debt, demography + all OECD/Eurostat/derived series), all economies, year 2000+ | 344,385 | 9.7 MB | $99 | $49/mo |
| M — open-primary-full | Full openly-licensed primary corpus: every WDI, OECD and Eurostat observation, all indicators, all economies, full history (1960+) | 9,033,074 | 225.6 MB | $299 | $99/mo |
| L — full-pack | Everything: full open primary corpus plus all DataForge-derived IMF WEO indicators (cross-country percentile ranks, forecast averages) and UN-Comtrade-derived trade-structure indicators (partner HHI, top-partner share, trade balance) | 9,074,115 | 226.6 MB | $599 | $199/mo |
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).
FreeOpen 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.
| Package | Rows | Size | Download |
|---|---|---|---|
| S — Global Macro & Trade Indicators (Official Sources, Unified Long Table) | 344,385 | 9.7 MB | Free download |
| M — Global Macro & Trade Indicators (Official Sources, Unified Long Table) | 9,033,074 | 225.6 MB | Free download |
| L — Global Macro & Trade Indicators (Official Sources, Unified Long Table) | 9,074,115 | 226.6 MB | Free download |
| macro — observations.csv.gz | — | 266.9 MB | Free download |
| macro — observations.jsonl.gz | — | 288.4 MB | Free download |
| macro — observations.parquet | — | 347.1 MB | Free download |
| macro — indicators.csv.gz | — | 100 KB | Free download |
| macro — indicators.jsonl.gz | — | 103 KB | Free download |
| macro — indicators.parquet | — | 182 KB | Free download |
| macro — countries.csv.gz | — | 4 KB | Free download |
| macro — countries.jsonl.gz | — | 4 KB | Free download |
| macro — countries.parquet | — | 8 KB | Free download |
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.
| Package | Date | Rows | Size | sha256 | Access |
|---|---|---|---|---|---|
| Loading 12 packages… | |||||
How to get this data
DataForge (this site)
External channels (free tiers)
# Machine-readable package index (size / sha256 / rows / channels)
curl -s https://data.zalize.com/datasets/global-macro-trade-indicators-dataset/packages.json | jq '.packages[0]'
# Request a free sample (signed link sent to your email)
curl -X POST https://dl.zalize.com/api/sample \
-H 'Content-Type: application/json' \
-d '{"dataset":"global-macro-trade-indicators-dataset","email":"you@company.com"}'Pricing
One-time snapshot or monthly subscription. Prices are for the Internal Analytics tier; AI-training and redistribution tiers available — see License. Tiers marked “Request access” require a short approval step before delivery. Snapshots of the open tiers are also free above — paid plans add monthly refreshes and support.
| Tier | Scope | One-time snapshot | Subscription | Access |
|---|---|---|---|---|
| S — core-indicators | Core macro dashboard pack: ~90 curated headline indicators (GDP, growth, inflation, unemployment, trade, debt, demography + all OECD/Eurostat/derived series), all economies, year 2000+ | $99 | $49/mo | Self-serve |
| M — open-primary-fullPOPULAR | Full openly-licensed primary corpus: every WDI, OECD and Eurostat observation, all indicators, all economies, full history (1960+) | $299 | $99/mo | Self-serve |
| L — full-pack | Everything: full open primary corpus plus all DataForge-derived IMF WEO indicators (cross-country percentile ranks, forecast averages) and UN-Comtrade-derived trade-structure indicators (partner HHI, top-partner share, trade balance) | $599 | $199/mo | Self-serve |
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
How is the data delivered?
The S and M packages are part of the DataForge Open Data program — download them free, no signup, from the Open Data page (GitHub Release and Zenodo DOI mirrors included). The full L edition and monthly refreshes are paid.
Can I use this data commercially?
Academic and personal use is free under CC BY-NC 4.0 (attribution + backlink). Commercial use of the DataForge curated layer requires a DataForge commercial license. Upstream World Bank WDI data is CC BY 4.0; OECD and Eurostat data follow their open reuse terms (attribution required).
What if I need a custom slice?
Custom cuts of the macro indicators data are available on request — contact us for a quote within one business day.
Related datasets
China Macro & Trade Monthly
Monthly China macroeconomic and goods-trade indicators built from the IMF Data Portal (SDMX 2.1) and World Bank Open Data APIs: CPI with COICOP breakdown, production index, goods trade totals, exchange rates, international reserves, plus monthly goods exports/imports against 200+ partner economies and 17 World Bank WDI annual context indicators — as published by the sources, no imputation.
- Records
- 284,514
- Refresh
- Monthly
- From
- $149
Business POI & Locations
808K+ business points of interest built from government open-data registries — US city business licenses and the UK Food Hygiene Rating Scheme — with addresses, geocodes and category labels. License-clean (no ODbL contamination in the self-serve packs).
- Records
- 808,397
- Refresh
- Monthly
- From
- $299
Clinical Trials & Approvals
635K+ registered clinical trials with sponsors, conditions and interventions — plus a pharma-intelligence pack (1.06M rows) linking trials to FDA drug approvals.
- Records
- 1,058,262
- Refresh
- Monthly
- From
- $299