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English Urban Councils coverage.

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Churn Without Fragmentation: How a Party-Label Bug Reversed My Headline Finding

A data quality case study from English local elections on categorical normalisation, metric validation, and why raw labels should never define analytical groups.…

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#data science#elections#data quality

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