Raza, H. et al. 2026. A Comprehensive Review on Data Science Frameworks for Big Data Analytics. PERFECT: Journal of Smart Algorithms. 3, 1 (Jan. 2026), 1–10. DOI:https://doi.org/10.62671/perfect.v3i1.217.