Employment by ward in SA

Today’s post by Aidan Horn shows that employment is concentrated in Cape Town (with a maximum density of 11 700 workers per km² in ward 115 (the city centre, excluding Bo-Kaap)), followed by Johannesburg (reaching up to 7500 workers per km² in ward 123 (where Hillbrow and the University of Johannesburg is)). Codera has launched a spatial data module that makes the SARS Spatial Tax Panel easily accessible for free on EconData.

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