Used NHS Digital NHS Workforce Statistics Data to demonstrate EDA, Data Visualization and RShiny Dashboard/App Development.
Summarization for the unique data features visualized.
Data aggregated to study staff statistics per wage band.
Data aggregated to study staff statistics per Region and drilled down to ICS level to visualize number of organizations in each group.
Network plot developed to understand complex hierarchical structure or Regions - ICS - Organizations.
Summary Page
Plots Page
Network Plot