To investigate the spatial correlation between the two variables, we applied the Local Moran's I, using the same Queen's 2 weight file as before. The results are plotted on an Open Street Map using the software QGIS. 28% of the cells have a significant relation, which is supporting our hypothesis. 42% of the cells do not have a significant correlation between the two variables and are therefore marked in lightyellow.