Evaluating the effectiveness of textual data analysis often hinges on quantifying its accuracy. Precision, in this context, refers to the degree to which the output accurately reflects the true content of the text. Achieving high precision is crucial for generating valid insights from textual data, as inaccuracies can significantly influence the au