All Projects

Can household data reveal whether the weekly shop is really becoming more expensive? Reports about the rising cost of groceries seem to be everywhere. But while the headlines describe national trends, I wanted to know what was happening closer to home. Was my household grocery spending also increasing? Were we spending more each week without noticing? More importantly, could I change some of our shopping habits without compromising the quality of what we bought? Tesco’s order

Not every data project begins with a business problem. Sometimes it starts with a question. For me, it was simple: "Where can I find a complete history of Billboard magazine charts?" The more I searched, the more I realised there wasn't a dataset that met my needs. Most focused almost entirely on the Billboard Hot 100, while others covered only a handful of charts or lacked confidence in their completeness. I wasn't just interested in one chart—I wanted to analyse decades of

Not long ago, I was chatting with a friend in HR who was stressed about keeping younger employees from leaving. That stuck with me. What if data could help answer why people leave... and who’s most likely to stay? That conversation kicked off this project, where I dove into HR data to look for patterns behind employee turnover and income. Why This Project? The idea for this project began with a desire to apply analytics to something impactful. I was intrigued by the challenge