Banou, Z. et al. 2026. Unveiling Quality-Factor Metrics to Optimize Data Collection: A Comprehensive Framework for Arabic Sentiment Analysis. Statistics, Optimization & Information Computing. (Jun. 2026). DOI:https://doi.org/10.19139/soic-2310-5070-2467.