Visualizing Jakarta's Demography

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.