Visualizations

This section details of Visualising Data.

Leaders Matter: How Political Leaders Influence Armed Conflict Risk

methods

conflict

politics

data-analysis

Using advanced statistical methods to understand how a leader’s personal traits and background affect the likelihood of armed conflict.

Exploring Hamburg’s Urban Capabilities

Methods

Urban Design

Public Transports

Politics

How equitably distributed are urban opportunities in Hamburg? This project employs a spatial analysis framework in R to assess urban capabilities, focusing on attractivity (amenity density, proximity) and accessibility (transit frequency, walkability). By integrating OpenStreetMap and GTFS data onto a hexagonal grid, we visualize spatial disparities across the city. The resulting ‘Attractivity Index’ and accessibility maps offer insights for planners and policymakers seeking to understand and address spatial inequalities and enhance livability throughout Hamburg.