AskYimalini

Our sources, and how they behave

Municipal finances are public. Getting at them with a computer means locked doors, scanned pages and links that go nowhere. This is the map: every source AskYimalini uses, and which ones play nice.

Yellow means you can click it, or it is where you are.

Sources

Who plays nice with machines?

Follow the data to the answer. Green runs on time, amber is slow, grey is closed. Click a station.

in use looked at, not used closed
Coverage

Who has what

One square a year, 2021 to 2024. Click a row's squares to see those documents.

held held, scanned queued none
Find
Documents

The paper trail

Show

MBHash
Checks

Trust, but verify

A figure in a document, next to the Treasury's own. It passes when they agree within the document's rounding. Read by hand, so: proof of idea, not automation. Yet.

MunicipalityItemYearDocument saysTreasury (R)Gap (R)Allowed (R)Result

The totals do not add up (yet)

Emfuleni's audited statements show total revenue of R8,743,061,849 for 2023-24; the Treasury's total is R7,871,949,033. Even after taking out capital transfers, R432 million is unaccounted for. Individual lines match to within a few rand, so the figures are fine and the definitions are the mystery.

Why bother

Why we show our workings

Ask a search-based assistant about Emfuleni's spending and you get R45.7 million on repairing sewer leaks, lifted from a party statement. The real documents are scanned, blocked or filed at links nobody could guess. AskYimalini goes to the structured official data and checks every number, so you should be able to see where each source is easy and where it is a locked door. (Five questions, one search provider: indicative, not gospel.)