Back to all projects
Data2023
Robonomics
Robot workforce data journalism & visualization
PythonPandasMatplotlibD3.js
Problem
Public discourse on automation and robots replacing jobs is driven by anecdotes rather than data. People need clear, data-driven perspectives on how automation is actually reshaping work.
Approach
Collected and cleaned public datasets on robot installations, employment statistics, and productivity metrics. Built interactive visualizations showing trends by industry, region, and job type. Data stories with narrative context.
Result
Data journalism on robot workforce trends with interactive D3.js visualizations.