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