...to apply the Data Ethics Framework to a fictional policy scenario to identify areas for improvement in practice. The workshops provided space for identifying specific strengths and weaknesses of each...
...build highly nuanced models. Partial match weights can be computed for an arbitrary number of user-defined scenarios, not just a match or non match. For example, a partial match weight...
...didn’t recognise. We’ve since implemented a new tracking code, which was easy to do using this tracking code generator from Google. To set up a code, you just need to...
...and a few extra parameters, you can produce outputs in the format your users are asking for. A new major version of gptables is available now. This follows the updated...
...code, code that contains sensitive information (e.g. fraud detection components) or can pose a security risk if open. Publishing the source code will be a mandatory requirement when the service...
...code open and reusable. Although work is underway to make code from other components of the PAYE service available via a public GitHub it would be good to see code...
...We recommend the iPython notebook and R Studio as good applications for writing code. A good text editor is also extremely helpful (we recommend Text Wrangler). If your work firewall...
...in water clarity, which means that the UKHO has been able to make better use of archived satellite images, as well as forecast future values for new data acquisition. The...
...a local authority. GDS's core focus is central government. However, the platforms we are building are available for the whole public sector, offering potential benefits for local public service use....
...lock-in. Ensure that a content designer is embedded with the team during the beta, as planned. Agree a plan for more thorough accessibility testing for the beta. Some design refinements...
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About this blog
This is a cross government blog about our work with data and the way we’re using performance analysis and data science techniques to improve service delivery and policy outcomes, and our work to find, access and use open government data.