...in agility and efficiency means that if there is a report that can be easily reproduced, we create a template that can be automated. We rarely produce the same report...
...that takes time and can be prone to error. He was keen to explore topic modelling to see what insights machine learning could offer on a dataset of more than...
...speed up our approach we wrote code as a software package on Github that enabled us to run the analysis instantly upon experiment completion. This initial early investment into automation...
...as Amazon Web Services (AWS) S3 buckets. They set up processes to clean and manipulate the data by writing version-controlled code (for example, using Python) that automatically provides us with...
...improving transparency of the data exchange landscape and assisting with the pandemic response. We’re still making sure we have a firm understanding of what's needed, where, and to what extent,...
Have you ever heard the phrase “too many cooks spoil the broth”? For September’s first virtual Government Data Science Festival that was not true. The festival week was created by...
...specific data problems, and welcome suggestions on what we can provide in that area. To get in touch with the DSA, you can email us or leave a comment below....
...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...
...in topics ranging from data architecture to content accessibility to help us draft guidance that was comprehensive but user-friendly. What the guidance covers The guidance on creating and sharing spreadsheets...
...rgovspeak can help you create govspeak files for publishing. A key part of RAP is using open-source programming languages rather than risky, inefficient spreadsheets. However, what if you create an...
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