Living in Edinburgh means you're never far from a spark of creativity, but nothing quite matches the explosion of energy that is the Edinburgh Fringe Festival. As a data analyst with a front-row seat to the action, I couldn’t resist diving into the numbers behind the world’s largest arts festival. The Fringe transforms the city into a non-stop celebration of art, comedy, music, and imagination every summer, and I wanted to capture that magic through data, revealing not just t

Picture this: you are at a whisky tasting, surrounded by great drams, and someone asks, “So what do you actually like?” With over 100 distilleries in Scotland alone, I did not have a great answer. I had notes, opinions, and favourites, but nothing structured enough to support it. That is where The Unicask Project came from. Why This Project? I wanted to make my whisky tastings more consistent and actually useful over time. Instead of scattered notes, I started treating each t

When I first picked up a basketball, I was captivated by how a single player could shift the momentum of an entire game. Years later, that same fascination led me to data. This project, Buckets and Dimes, explores NBA player performance using Tableau to uncover deeper patterns in scoring and playmaking. Through data visualization, I gained new insight into how roles vary across teams and positions. Why This Project: The idea for this project started simply. I wanted to improv