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
...asked to report their ethnicity (the data subject) what the information will be used for – again, this is a requirement of GDPR and the Statistics Code. The approach to...
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
...online applications for the first time ever, as well as mechanisms for verifying details of people on existing electoral registers (46 million) and those that apply online, over the phone...
Inheritance Tax - Alpha Assessment
...user research and analytics. Make source code open and reusable - point 15 For beta assessment the panel expect to see steps taken for this project to be coded in...
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
...the Department for Education (DfE) uses an extended set of codes to record the ethnicity of students and teachers based around the 2001 Census classifications. Having these detailed ethnicity codes...
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
...are guidelines for public sector that define three principles of trustworthiness, quality and value that statistics should abide by. While the Code is required for official statistical outputs, their use...
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