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Behind the Guardian’s analysis of 100 years of MPs’ language on immigration

Behind the Guardian’s analysis of 100 years of MPs’ language on immigration

Published: February 25, 2026 · The Guardian

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Methodology: how we trained a machine learning model to analyse rhetoric on immigration in the UK parliament over the course of a century