Evaluating the robustness of textual data analysis often hinges on measuring its precision. Precision, in this context, refers to the level to which the results accurately reflects the genuine content of the text. Obtaining high precision is essential for producing valid insights from textual data, as inaccuracies can substantially impact the valid