Evaluating the effectiveness of textual data analysis often hinges visit on measuring its precision. Precision, in this context, refers to the level to which the analysis precisely reflects the genuine content of the text. Ensuring high precision is essential for creating reliable insights from textual data, as inaccuracies can substantially affect