Interactive Charts, Maps, and Animations

Data analysis project exploring the impact of severe weather events on population health and the U.S. economy, based on the NOAA Storm Database. This report provides a visual overview of the most damaging weather phenomena.

CMPS Descriptives-edited July 9th 2026

I designed these visuals to help anyone easily spot the meaningful trends hidden within the financial and text datasets.

A hands-on coding activity that introduces how to use heat maps to find hidden structures in data. This demonstrates how turning numbers into colors allows us to visualize large datasets and identify groups that behave similarly.

Digitised version of the biomass ranking collected at plot 10 by Greg Forsyth in 1987 in the swartboskloof. Prepared by Jason Ross in 2026.