Evaluating the effectiveness of textual data analysis often hinges on measuring its precision. Precision, in this context, highlights the degree to which the output precisely reflects the actual content of the text. Obtaining high precision is fundamental for creating valid insights from textual data, as inaccuracies can substantially impact the va