Clusters Plot

Radial Plot

Cluster Map

OGR data source with driver: ESRI Shapefile 
Source: "C:\Users\ETHZ CAS\Downloads\UK Consumer Data Research Centre\Creating a Geodemographic Classification Using K-means Clustering in R\London_OA11_Shapfile", layer: "OA_2011_London_gen_MHW"
with 25053 features
It has 17 fields