Evaluating the effectiveness of textual data analysis often hinges on determining its accuracy. Precision, in this context, indicates the degree to which the results precisely reflects the genuine content of the text. Obtaining high precision is crucial for producing reliable insights from textual data, as deviations can materially impact the sound