..., and operator benchmarking. Further analysis uses multiple benchmarks to evaluate operator performance and assess how underperforming operators can optimize their completion strategies. We use a novel machine learning approach – a combination of XGBoost and Factor Contribution Analysis (FCA) - that not only...