Kalungi Analytics: Beautiful and insightful visualizations using Python, Excel, and Power BI — thoughtful, clear, and creatively told.

Hi, I’m Ben — a data professional with a background in analytical roles primarily in the property industry. I’ve spent years turning raw data into meaningful insights, and I created Kalungi Analytics to showcase how data can be both visually beautiful and genuinely useful.

“Kalungi” (kah-LOON-gee) means beautiful in Luganda, and that spirit is at the heart of everything I create — visualizations that not only inform, but resonate.

On this page, you’ll find: – High-quality visuals that clearly highlight patterns and trends – Walkthroughs for how they’re built – Links to interactive dashboards – A balance of quick-glance takeaways and deeper technical breakdowns

I write with curiosity, clarity, and a love for craft — whether you’re here to learn, explore, or just enjoy the aesthetics of great data storytelling, you’re in the right place.

Let’s dig in.