Complex Carbon Emissions Tracking and Prediction Framework

Develop a comprehensive SQL and Python solution for tracking, analyzing, and predicting organizational carbon emissions across multiple business units. Create a data model that integrates direct and indirect emissions sources, implements complex calculation methodologies like Scope 1, 2, and 3 emissions tracking. Build predictive models using machine learning to forecast future emissions based on operational changes, technology shifts, and external environmental factors.