A scrollytelling data story exploring the global freshwater biodiversity crisis. Freshwater vertebrate populations have collapsed by 85% since 1970 — faster than any other ecosystem. This story explains why physical river infrastructure is the primary driver, and why Europe's dam removal movement proves the crisis is uniquely reversible. Built with R, ggplot2, plotly, and the Closeread scrollytelling extension. Created for RMIT University Data Visualisation Assignment.

Why the world’s 9th-richest nation is one of its least sophisticated economies

This data visualisation story explores India’s democracy from 1947 to 2025 using V-Dem Country-Year Dataset v16. It looks beyond elections by comparing electoral democracy, liberal democracy, rights and freedoms, and checks on executive power. The three interactive visualisations show that India’s democratic story has not followed a simple straight line, with periods of stability, decline, recovery and more recent pressure on wider liberal democratic safeguards.

Data visualisation assignment - AI and Australia's workforce

Five interactive charts using Jobs and Skills Australia Gen AI's exposure data

An interactive data story examining how rising house prices, stagnant wage growth, increasing living costs, and rental pressures have contributed to Australia's housing affordability crisis.

This interactive data story explores how students are using generative AI tools, and how this is reshaping learning behaviours, academic practices, and student perceptions.

An interactive visual story exploring how tree canopy, urban heat, heat vulnerability and socioeconomic disadvantage overlap across Greater Sydney.