Welcome to the UK Health Security Agency (UKHSA) statistics production hub
This site has been created by the Statistics Production Division within UKHSA. It hosts a number of guidance materials and other resources relating to the production and dissemination of statistics. We have decided to open source these materials to better enable sharing across government (and beyond), and to invite others to share their insights and experiences with us.
We welcome feedback and collaboration! To do so, please either email us or see our contributing instructions.
Contact us
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Reproducible Analytical Pipelines (RAP)
Making analysis reproducible, efficient and high quality
Quality assurance
Ensuring that analysis is fit for purpose
Communicating uncertainty
Being transparent about uncertainty in data to users
Missing data
Assessing and dealing with missing data, being transparent about missing data to users
Spreadsheets
Creating clear and accessible spreadsheets
Data visualisations
Creating clear and accessible graphs and charts