We provide the following data services:

• Extraction - retrieving data from sources including clinical and synthetic data sets, research databases and applications
• Wrangling - cleaning and transforming raw data into a structured format, removing inconsistencies and errors
• Curation - organising, labelling and enriching health data to ensure it is meaningful, accessible, and relevant for analysis
• Linkage - linking multiple data sets to enhance health data research and improve patient care
• Quality Assurance - implementing validation and integrity checks to ensure accuracy and reliability of data
• Analyses - deriving meaningful data through advanced analytics, modelling and machine learning
• Interpretation - working with collaborators to produce peer-reviewed publications, reports, news and web pages
• Visualisation - transforming complex data sets into clear visual representations such as charts, graphs, maps, and dashboards

Data Services Showcase