Evaluating the effectiveness of textual data analysis often hinges on determining its exactness. Precision, in this context, refers to the extent to which the analysis accurately reflects the true content of the text. Achieving high precision is essential for producing trustworthy insights from textual data, as inaccuracies can substantially affect