This repository contains the scripts and datasets used to support the analysis of urban sprawl dynamics in Kigali City, Rwanda. The materials include data preprocessing workflows, analysis scripts, and supporting files used for detecting and quantifying built-up area expansion over the study period (2015–2025). This repository is provided to ensure transparency, reproducibility, and accessibility of the research outputs associated with the manuscript.