...of innovative data science and analytics techniques tailored to defence’s specific needs. But this can be difficult because our data is often sensitive for a variety of reasons. For example,...
...code open and reusable The team have a plan to open source the subsets of the code they are able to. We encourage them to do this sooner rather than...
...data frame from our database showing how each variable has its own column. Whatever one’s gardening preference, ensuring that our data was in a tidy format made it easier for...
PAYE for Employees will eventually allow all 41m PAYE employees, those who work for an employer and pay income tax through Pay As You Earn (PAYE), to see what tax...
...for each of the platform's 123 dashboards, and written the underlying code and accompanying content. Although we’ve recently begun to reuse graphs and components when launching new dashboards, we’ve still...
...for this project to be coded in the open, with all code published on github.com in open repositories. Where this is not possible there should be a convincing explanation as...
PAYE for Employees will eventually allow all 41m PAYE employees, those who work for an employer and pay Pay As You Earn (PAYE) income tax, to see what tax they...
...But why would you want to? What is in it for participants? You will learn more about the work of government and make great visualisations using code and statistics. You...
...enabled consistency in techniques and statistical standards and as a result stakeholders had greater confidence in results. Better data for better decisions Robin, a senior data scientist at the Foreign...
...why to code in the open, supported by the Data Science Campus and the Office for National Statistics (ONS) Analytical Standards and Pipelines (ASaP) team demonstrations and case studies for...
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