
Dec 2024
GeoPandas • Python • QGIS
Interactive geospatial analysis exploring demographic patterns and urban development trends across Jakarta's districts using GeoPandas and choropleth mapping.
Using GeoPandas and census data to map demographic shifts across Jakarta's 44 districts. Interactive choropleths reveal 'hollowing out' trends in central areas versus peripheral growth, helping planners identify priority zones for infrastructure investment.