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Soph-Data

Sophia

Recently Published

Digital Lab Book - Sophia I. Ramcharan
This project presents a spatial analysis of public waste bin locations within The Vale, University of Birmingham. Using GIS-based methods in R, bin coordinates were mapped within a defined study area boundary to visualise their distribution and accessibility. The work demonstrates how spatial data and digital mapping can be used to assess infrastructure placement and support better understanding of urban service provision.