A reproducible R benchmark exploring how input data volume and ETL workload complexity affect runtime and throughput. Using synthetic data generated in R, the analysis applies repeated timing measurements, simple linear regression, ggplot2 visualizations, and an interactive Plotly chart to examine ETL performance.