01 / Overview
Data coverage across the Arab region
Select a country on the map to update every signal below.
7–85–61–4
Public intelligence platform
Alternative signals for Arab economies
The region’s economic pulse, observed earlier.
A source-traceable view of sentiment, prices, trade, labour demand, uncertainty, weather and structural conditions across AMF member countries.
Archive-backed preview
A verified archive fallback keeps the dashboard available offline. In production, approved collectors replace it at each source’s native cadence—not label annual data as real-time.
373.2kcanonical observations
40audited indicators
22member countries
ALTDATAAMF · 2026
Cross-source nowcast board
Four lenses. One economic story.
The cards use actual observations for the selected country and retain each provider’s own unit and frequency.
01BBVA Research
Economic sentiment
···
Loading verified observations…
02WFP Market Monitor
Median staple-price change
···
Loading verified observations…
03Google Trends
Labour supply search index
···
Loading verified observations…
04UNCTAD Data Hub
Liner shipping connectivity
···
Loading verified observations…
Unified signal explorer
Move from overview to evidence.
An audited indicator catalogue reconstructed from the Power BI source model, with the original count-based aggregation errors removed.
BBVA Research
Economic sentiment
···
Loading verified observations…
Ingestion network
Official routes, honest refresh states.
Direct feeds and bulk downloads are preferred. Credential-gated sources remain visibly gated rather than silently scraped.
01Automatic collector live
BBVA Research
7indicators14economies
02API access required
Google Trends
3indicators9economies
03Connector under validation
FAOSTAT
3indicators21economies
04Automatic collector live
WFP Market Monitor
2indicators13economies
05Credentials required
Weather & air quality
5indicators21economies
06Annual source review
Index of Economic Freedom
13indicators19economies
07Automatic collector live
UNCTAD Data Hub
6indicators22economies
08Automatic collector live
World Uncertainty Index
1indicators10economies
08 / OPS
Refresh ledger
ProviderNative cadenceCollection routeCurrent preview
BBVA ResearchDailyOfficial direct CSV17 Aug 2026
Google TrendsWeeklyOfficial API alpha11 Jan 2026
FAOSTATMonthly / annualNew official API connector under validation31 Dec 2025
WFP Market MonitorEvery two weeks / monthlyWFP via HDX API1 Jun 2026
Weather & air quality10–15 minutesWeatherAPI key required20 Nov 2025
Index of Economic FreedomAnnualOfficial annual release31 Dec 2025
UNCTAD Data HubMonthly / quarterlyOfficial bulk download1 Jun 2026
World Uncertainty IndexQuarterly releaseOfficial workbook1 Jul 2026
Evidence before presentation
Every number keeps its lineage.
The production design separates collection, validation, versioned storage and publication. Raw files stay private; public figures retain provider, dataset, date, units, quality flags and ingest version.
Collect
Official API, direct file or approved bulk route
Validate
Schema, country, date, range and anomaly checks
Version
Immutable raw checksum and observation history
Publish
Bilingual figure with source and methodology
✓
Power BI audit applied
52 PAGES52 pages reviewed. CountNonNull measures were replaced by the intended numerical aggregation, and the imports visual is no longer bound to the exports table.