Webinar recording: Exploring census data with generative AI and Cantabular
Aine McGuire
Photo: Created with Google Duet AI, using the prompt ‘robot assistant helps with data analysis’ and style ‘cyberpunk’.
On 18th January, we hosted a webinar to practically consider how large language models (LLMs) could be used to surface official statistics. We showed working examples that were the result of experiments that our team carried during an internal hack day.
The prototypes we created addressed three use cases, each tackled by a different member of our team:
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Generating geographic area summaries: automatically creating a textual summary for a geographic area, highlighting its distinctive characteristics, by Duncan Harris.
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Natural language queries for census data: helping policy makers to obtain Northern Ireland 2021 census data through simple natural language requests, by Peter Hynes.
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Data analyst AI assistant: creating an AI assistant who could help a user discover, explore and download Northern Ireland 2021 census data, by Spencer Hedger.
All the prototypes we created worked directly with the Northern Ireland 2021 census data hosted in Cantabular and used LLMs accessed through OpenAI’s APIs.
The webinar was presented by our CEO, Aine McGuire, and Cantabular’s Lead Product Engineer, Mike Thompson and you can watch the recording below.