Evaluating the effectiveness of textual data analysis often hinges on determining its precision. Precision, in this context, indicates the degree to which the analysis faithfully reflects the actual content of the text. Obtaining high precision is crucial for creating trustworthy insights from textual data, as errors can substantially influence the