About Nesta

Nesta is an innovation foundation. For us, innovation means turning bold ideas into reality and changing lives for the better. We use our expertise, skills and funding in areas where there are big challenges facing society.

Investigating views on low-carbon heating from novel data sources such as online forums

We aimed to develop a comprehensive understanding of public discourse on the transition to low-carbon home heating. To capture a broader set of perspectives and challenges, this project utilised natural language processing (NLP) on data gathered from online forums, specifically Money Saving Expert and Buildhub, to track discussions, identify common misconceptions, and analyse real-time issues facing householders. Our report provides a detailed, data-driven set of frequently asked questions and insights on the most common challenges and questions homeowners encounter during the heat pump adoption journey.

Team

Sofia Pinto

Sofia Pinto

Sofia Pinto

Data Scientist, Data Analytics Practice

Sofia is a data scientist working in the Data Analytics practice.

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Aidan Kelly

Aidan Kelly

Aidan Kelly

Junior Data Scientist, Data Science Practice

Aidan is a junior data scientist in the Data Science Practice, embedded in the sustainable future mission to focus on the reduction of carbon emissions from UK households.

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Daniel Lewis

Daniel Lewis

Daniel Lewis

Principal Researcher, sustainable future mission

He/Him

Dan leads on data science and quantitative analysis for the sustainable future mission, working with the Data Analytics Practice to achieve Nesta's goal to decarbonise the UK’s homes.

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Genna Barnett

Genna Barnett

Genna Barnett

Senior Programme Manager, Data Science Practice

Genna is the senior programme manager for the data science practice at Nesta.

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