Evaluating the effectiveness of textual data analysis often hinges on determining its precision. Precision, in this context, highlights the level to which the results accurately reflects the genuine content of the text. Obtaining high precision is crucial for producing valid insights from textual data, as inaccuracies can significantly affect the a