Evaluating the effectiveness of textual data analysis often hinges on measuring its exactness. Precision, in this context, highlights the extent to which the output faithfully reflects the true content of the text. Achieving high precision is essential for generating valid insights from textual data, as inaccuracies can substantially affect the sou