An interactive five-chart data story exploring Australia's projected employment growth, occupation shortages, regional labour market pressures, and qualification gaps using Jobs and Skills Australia and ABS data.

Data story pitch examining structural economic issues and regional population growth velocity for The Conversation

Data story pitch examining structural economic issues and regional population growth velocity for The Conversation.

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Using data from three Our World in Data datasets — AI usage across countries(2025), total number of large-scale AI systems built across countries(2019-2025, provided by Epoch AI), and AI research papers published across regions(2016-2024, provided by CSET) — five interactive charts reveal who uses AI, who builds AI, and who conducts research on AI.

Australia's housing affordability crisis is not new — but the data tells a story that is far more severe, and far more unequal, than public debate typically acknowledges. This pitch argues that the crisis is not simply about rising prices: it is about a structural transfer of wealth from younger renters to older investor-landlords, quietly subsidised by the tax system.

Australia's aged care system is held together by a workforce that is both highly committed and structurally under strain, this data driven story reveals a sector shaped by part time work and uneven pay structures, this story combines interactive visualisation and workforce data to move beyond headlines of "staff shortages", instead revealing the underlying structure of Australia's aged care workforce, and what must change to ensure quality in the future, the findings are ment to show a workforce's motivation along with the employment pattens that are faced by the workforce.

How a financial blind spot is redrawing the map of where Australians can afford to live. A data visualisation story!!