Aprendizaje Supervisado

Family-Violence Crime in Victoria (2018–2025)

This project explores Family-Violence-related Assaults and Breach-of-Orders in Victoria using Crime Statistics Agency (CSA) data (2016–2025). Visualisations show statewide trends, family-incident patterns, location distributions, and charge outcomes to reveal insights for policy and prevention.

This interactive data visualisation explores global trade dynamics over the past decade using World Bank Open Data (2014–2024). It highlights how exports, imports, and GDP performance evolved across countries and regions, uncovering patterns of economic integration, trade balance shifts, and growth disparities. Through seven interactive charts—including a global trade openness map, regional trends, and GDP–trade correlations—the project reveals the shifting balance of globalisation, from export-driven growth to more regionalised and resilient trade systems. Developed in R (reveal.js + plotly), this presentation transforms complex economic data into an engaging visual story for policy analysts, economists, and students exploring the future of global trade.

Analysis for article Drought-mediated soil biota effects on diversity resistance to plant invasion

10/29 HW2

The presentation discusses the reasons why the Vietnamese coffee industry has been dominated by the Robusta coffee bean throughout the years.

This RMarkdown presentation visualises ten years of recorded offences in Victoria using open data from the Crime Statistics Agency. Through seven visuals, it reveals how crime patterns shifted before, during, and after the COVID-19 pandemic across offence types, locations, investigations, and drug activity.

In the last ten years, theft has grown faster than any other type of crime in Victoria. While other offences have stayed steady, theft keeps rising, especially in cities and busy regional areas. Many people think that poorer areas have more theft, but the data tells a more complex story. This project looks at how theft has changed over time, where it happens most, and how it links to social and economic conditions.