Towards the end of 2023, I applied for and got accepted into the MSc Data Science program at the University of Cape Town. This new journey inspired me to embark on a little side project of my own. The idea behind the project was to pursue a task that would involve all stages of the data analysis pipeline. From data collection, to data cleaning, to visualising the data and finally using it to tell a story. I also envisioned it as an opportunity to put into practical practice what I would’ve learned throughout the year as part of my MSc.