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How we are using machine learning to detect GOV.UK feedback spam

A laptop on a desk with the background blurred. n the laptop screen is an interactive development environment window with some code visible.

...content, to multiple lines of code and incomprehensible combinations of characters. To extract insights, colleagues suddenly needed to manually filter out tens of thousands of unusable responses over the year....

Automatically produce best practice spreadsheets

Screenshot of a python file using the gptables package on the left, and the Excel spreadsheet that it produces on the right.

...code. This will inspire future developments to the package, completing the development cycle. Aside from the accessibility legislation, the biggest feedback was the need for an R native solution. R...

Using a federated model for API discovery in government

API data for a GOV.UK page

...about many (but nowhere near all) of the APIs published by public sector organisations. This is great, but it does have some drawbacks. The Technology Code of Practice recommends coding...

Our new guidance on improving spreadsheets in government

Posted by: , Posted on: - Categories: Data literacy, Data Standards, Excel, Google Sheets, Spreadsheets
An image of a library index card system.

...outlines best practices and practical considerations, including: choosing the right software and format using clear, consistent naming conventions checking for personal and hidden information using application code and formulas appropriately...