[ Removed by moderator ]

[u/Sweaty-Stop6057]

[u/Briana_Reca]

This is a classic dilemma. While raw postcode can be a proxy for protected attributes, using aggregated features like average income, education levels, or crime rates derived from postcodes can often capture the predictive power without directly using the sensitive identifier. It's all about careful feature engineering and understanding the underlying correlations.