Leveraging the strength of Geographic Information Systems (GIS) has emerged as a essential tool for guiding rural development initiatives. By examining spatial data, GIS allows us to visualize patterns and trends that shape rural communities. From identifying areas in need of support to monitoring the effect of development programs, GIS provides va