Peer-reviewing software for data analysis
At GDS we believe that making things open makes things better, which is why I recently participated in an open peer review of open code written by Public Health England...
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Immigration Health Surcharge - Service Assessment
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...is established. The assessment panel is, however, concerned by the amount of work required to meet the standard at Beta within the challenging timeframes the project has, the handoffs between...
Vehicle Management - Service Assessment
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...code available as open source. One recommendation for the future is to continue to clearly separate out secure code and patterns from the wider code base to allow more code...
Registered Traveller - Service Assessment
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...having been done, as well as reasons for the service not having published the code yet, and plans in place to publish code over the coming months. The service manager...
Software engineering in analysis? See what happens next!
Posted by:
Alexander Newton - Good Practice Data Scientist, ONS, Posted on:
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Categories:
Reproducible Analytical Pipelines, Spreadsheets, Statistics
...of course, but analysis as code is a better place to start. We shy away from proprietary tools because we feel that users should be able to inspect our working...
Data Science Accelerator Programme 2021: Applications now open
Posted by:
Sophie Nelson - Programme Officer, Office for National Statistics, Posted on:
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Categories:
Data science, Data Science Accelerator, People and Skills
...community. I’ve learned how to code in Python and implement various code libraries. I also created a set of tuned machine learning models to classify different crime types based on...
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...
Annual Tax Summaries - Alpha Assessment
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...their source code publicly available, although their code base has been carefully managed in a way that is ready for release. We are aware that there is full support at...
Apply for a Budgeting Loan - Service Assessment
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...code open and reusable, and publish it under appropriate licences (or provide a convincing explanation as to why this cannot be done for specific subsets of the source code). The...
Surveillance 2014 (Animal and Plant Health Authority) - Service Assessment
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...Beta, the service team needs to have carried out research with assisted digital users, to have a plan for assisted digital in Beta, and to have considered how to provide...