Evaluating the quality of textual data analysis often hinges on measuring its exactness. Precision, in this context, indicates the level to which the results faithfully reflects the genuine content of the text. Obtaining high precision is crucial for producing valid insights from textual data, as deviations can materially affect the authenticity of