Evaluating the effectiveness of textual data analysis often hinges on quantifying its precision. Precision, in this context, highlights the level to which the results precisely reflects the genuine content of the text. Achieving high precision is essential for generating trustworthy insights from textual data, as inaccuracies can substantially infl