Evaluating the effectiveness of textual data analysis often hinges on quantifying its precision. Precision, in this context, highlights the extent to which the results accurately reflects the actual content of the text. Achieving high precision is crucial for producing valid insights from textual data, as inaccuracies can substantially influence th