Evaluating the effectiveness of textual data analysis often hinges on quantifying its exactness. Precision, in this context, highlights the extent to which the output precisely reflects the actual content of the text. Obtaining high precision is crucial for creating trustworthy insights from textual data, as inaccuracies can materially impact the s