A beginners guide to importing, manipulating, and visualising data.

My attempt at finding which player in the NBA contributes the most to their teams success. This is includes variables like points, blocks, assists etc. This was done using a logistic regression

My attempt at predicting the AFLW 2025 Grand Final Winner using an Elo Model. This is only using data from rounds 1 - 11 as round 12 is currently being completed. However does not look like there will be much of a change.

Applying Bing, AFINN, and Loughran lexicons to analyze sentiment in technical text. Demonstrates how lexicon choice affects results and shows limitations of emotion-based scoring for structured or business language.