Peer-reviewing software for data analysis
...and decision-making more transparent. Why use open source code for data analysis? To summarise many other articles on the benefits of using open source code for data analysis: Analyses and...
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Immigration Health Surcharge - Service Assessment
...code will lead to other services learning how to expose similar functionality in that manner. It should also provide working code for ideas that could potentially be taken to the...
Asking people about their ethnicity
Posted by:
Richard Laux - Deputy Director (Data and Analysis), Race Disparity Unit, Posted on:
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Categories:
Data insights, Open data, Statistics
...which classifies ethnicity data as ‘special category data’ and the UK Statistics Authority’s Code of Practice for Statistics. The data should be, as far as possible, comparable between data sources...
Surveillance 2014 (Animal and Plant Health Authority) - Service Assessment
...to building the beta along responsive design principles (build for mobile and tablet first), i.e. to build for the future. Do not assume that users would always prefer to submit...
govcookiecutter: A template for data science projects
...tests for your code. Instead of spending time configuring your test suite, we have set up the pytest framework for you, as well as coverage.py for code coverage, so you...
Register to Vote (Individual Electoral Registration) – Service Assessment
...for a fix to live are in under an hour without the need for downtime releases. Design To compensate for no Beta, the service team have carried out intensive user...
Inheritance Tax - Alpha Assessment
...the beta assessment, ready for testing assisted digital support in public beta. By the beta assessment, the service team must have developed a clear plan for digital take-up, based on...
Why data harmonisation is important
Posted by:
Darren Stillwell - Head of Quality and Standards, Equality Hub, Posted on:
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Categories:
Data Standards, Statistics
...greater level of understanding and better meet user needs. Cost savings can be achieved by avoiding duplication. Meet the required standards Harmonisation is required by the Code of Practice for...
When worlds collide: putting data science into production
Posted by:
Karl Baker - Senior Developer, GDS, Posted on:
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Categories:
Data science, Machine learning
...output. Designing such a system for GOV.UK required considering a number of different problem areas to find the best trade-offs for GOV.UK itself, for GDS, and for similar projects within...
One year of the Linguistic Data Subcommunity
Posted by:
Karen Tingay – Co-Deputy Head of Analytical Data Science, Department for Business and Trade, Posted on:
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Categories:
Data science, Events, People and Skills
...discussion with the Analytical Systems and Pipelines Hub on a training series on reproducible coding. Voluntary Application of the Code of Practice for Statistics: The Code of Practice for Statistics...
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