This analysis highlights how NLP transforms qualitative central bank minutes into structured, predictive signals. It is compelling that Random Forest outperformed discretionary interpretation, proving that systematic text analysis uncovers patterns vital for duration positioning and curve trades. A great bridge between data science and fixed income.