...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...
...as the barrier to AI experimentation has dropped. For us, it’s opened up some great new ideas. For example, we’re exploring how we can unlock access to content that’s hidden...
...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...
...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...
...the DSA has just published new data guidance to help teams, which approve spend on technology and services, assess how data is managed. We’ve also published guidance for practitioner teams...
...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...
...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...
...Inheritance Tax Online service for an alpha assessment. This assessment happens at the end of the alpha stage, and is an opportunity for an early review, before a team starts...
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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.