Evaluating the quality of textual data analysis often hinges on determining its accuracy. Precision, in this context, refers to the extent to which the analysis precisely reflects the genuine content of the text. Achieving high precision is fundamental for creating reliable insights from textual data, as deviations can materially affect the validit