One of the most profound impacts of the COVID-19 restrictions and lockdowns has been the loss of jobs across the economy. This has manifested itself in higher unemployment numbers and rates. Data released by the ABS through the monthly labour force survey is a leading economic indicator, but it doesn't provide the fine-grained spatial aspects to look at differences across regions. This blog uses JobSeeker and Youth Allowance data from the Department of Social Services (DSS) to look at spatial patterns of unemployment.