DataPulseنبض البيانات

Indicators

An indicator is a composite figure updated regularly, with its definition in words, its source and its frequency. 6 of 10 are available now. The official figures themselves are in Data.

Spending accounts for 3 of the 10 the indicators on this page. The rest come from other domains: spending is one source among many.

We shape this list around how you use it, and move dates earlier or later by priority. Dates are estimates and are updated here.

Indicators

From housing, prices, labour, business and tourism, not from spending alone

How we check our figures

Methodology, our sources and independent checks
  1. Our sources: a page for each sourceWhat we take from each source, its coverage, update timing at the source and here, its limits, and the attribution text: GASTAT, the 2022 Census, SAMA, KAPSARC, the calendar, what we calculate ourselves, and what we cannot reach.Composite (several domains)Available
  2. Independent check: card spending against the GASTAT surveyWhether card spending (SAMA) moves with retail-trade revenue in the GASTAT survey, quarter by quarter. We compare direction, not level, and publish the result even when it goes against us.Composite (several domains)Available
  3. Forecast log: every weekly estimate and what happened nextEvery next-week estimate in the data explorer, with what SAMA actually published, the error, whether the actual figure fell inside the range, and a running count since the log began.Composite (several domains)Available
  4. Second independent check: listed companiesGrowth in card spending in each activity against revenue growth of listed retail companies in the same activity, from their published quarterly statements. A first version is on the verification page now (the “Phase 2” section) and is updated with each quarter’s results. No opinion on any company or share.Establishments and businessAvailable
  5. Ramadan 1448 challenge: the locked forecastA forecast of spending in the four weeks of Ramadan for the Kingdom, 10 cities and 13 activities, locked before the season with its file fingerprint and never edited, then measured publicly every Thursday, with the verdict on 18 March 2027 (10 Shawwal 1448 AH). The page is published now with an explanation of the challenge and a back-test on Ramadan 1447.SpendingComing soon · 24 January 2027 (16 Sha'ban 1448 AH)

Full methodology