Evaluating the quality of textual data analysis often hinges on quantifying its precision. Precision, in this context, indicates the degree to which the analysis accurately reflects the actual content of the text. Obtaining high precision is crucial for creating reliable insights from textual data, as inaccuracies can materially influence the valid