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How we used deep learning to structure GOV.UK’s content

A laptop covered in stickers, including one that reads 'GOV.UK 6'

...team started with the Education topic and built a tree-structure taxonomy, with a number of ‘sub-branches’ or sub-topics. Things like ‘Education of disadvantaged children’ and ‘Funding and finance for students’....

Connecting the dots: network science on GOV.UK

Image showing 3 post-its describing the 3 network types: (a) structural, (b) functional and (3) semantic. The respective ways of inducing a relationship between the pages in the networks are: (a) hyperlink exists from one page to go to the next, (b) user clicks to go from one page to the next and (c) the documents are semantically similar

...ranked pages by the number of different functional connections they facilitate, their node neighbourhoods and the subnetworks and communities they belong to. Users create the functional network The functional network...

How can the public sector collect better data on staff ethnicity?

Excerpt from spreadsheet highlighting multiple missing values for detailed ethnic breakdowns

...percentages Publishing numbers of staff in different ethnic groups is an important complement to the publication of percentages. Changes in numbers of staff can sometimes cause unexpected changes in the...

Cross-government performance analyst meet-up

Differently coloured post-it notes showing future topic feedback

...it would be beneficial to hear from more performance analysts across a greater number of departments; this could be encouraged by shorter presentation slots. Future meet-ups The next performance analysis...

We need a standard for sharing beneficial ownership data

A game board representing strategic links between people.

...from public contracts and property. A growing number of governments have therefore committed to collecting beneficial ownership data, with the UK government included. The UK made the commitment in its...