Levelling up

Predicting the Energy Performance Certificates (EPC) of properties

Data Science Campus
October 5, 2022

The Department for Business, Energy and Industrial Strategy (BEIS) asked the Campus to see if machine learning techniques could be used to predict the energy efficiency of properties that do not have an official score. Read more about our findings on this blog post.

A map of Great Britain showing the number of scheduled services as a proportion of the number of timetabled services at each station at each station on 13 August 2022. They are represented by coloured circles overlaid on the map.

Visualising rail schedules using open data

Data Science Campus
August 11, 2022

Categories: Levelling up, News, Projects

Rail services can be affected by temporary factors such as unseasonably hot weather, industrial action and engineering works. We produced maps from open data showing service levels at every station in Great Britain over a 21-day period.

Data science for the public good

Predicting the Energy Performance Certificates (EPC) of properties

Visualising rail schedules using open data

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