Spatial Analysis

Vehicle Distribution across London

Spatial autocorrelation is measured to investigate the amount of vehicles registered in a borough relates to the geographical location of the borough. The results of Moran's I hint towards the notion that centrally located boroughs of London tend to have less cars than boroughs located at the edges of the city. To confirm this result, the Local Moran's I is used to calculate the statistical significance of results. Additionally, research involved demographic and socio-economic variables to investatigate the causes for distribution patterns. Multiple Linear Regression models included variables such as income, immigration status, household type etc...