Reproducible Analytical Pipelines
...team members up to speed. Procedural programming and unit testing In procedural programming, code is designed to be reused again and again with different inputs, making for simpler code that...
...team members up to speed. Procedural programming and unit testing In procedural programming, code is designed to be reused again and again with different inputs, making for simpler code that...
...of code working properly you can very quickly reuse the same code again, changing it to collect different metrics and dimensions. For example in the complete script I have quickly...
...outside government to analyse their data using R, via their package fingertipsR. This makes it possible to carry out data analysis in code and openly, which in turn makes analysis...
...to do this the first time you run it The script needs to be saved and authorised The code You can paste the code straight into the script editor window....
...front-end code as open source code, and should continue to identify other parts of the service which may be of use in other services, and look into collaborating on code...
...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...
...team – in opposition to our RAP principles. The more you invest in developing these skills in your teams the less likely it is you invent a black box. But...
...be drawn up early in beta and include an element of digital inclusion and a mechanism to gather user insights to iterate both the assisted digital support and the digital...
...departments and users to determine whether the code is useful. We recommend confirming the availability of and adding a GitHub plugin to the existing source code repository early in beta...
...errors and/or illegibilty. The needs that the service is currently addressing were identified from a mixture of desk research, focus groups, in depth interviews and ‘day in the life of’...