Evaluating the quality of textual data analysis often hinges on quantifying its exactness. Precision, in this context, refers to the extent to which the analysis faithfully reflects the true content of the text. Achieving high precision is essential for producing valid insights from textual data, as inaccuracies can materially affect the validity o