Analyze ESG scores, climate risk metrics & sustainability reporting
Load the ESG & Financial Performance dataset (1,000 companies × 11 years, 16 columns) to understand how companies perform on Environmental, Social, and Governance metrics alongside their financials.
Create a custom ESG scoring methodology on top of the Kaggle ESG & Financial Performance dataset — weighted pillars, sector-adjusted benchmarks, and percentile rankings.
Model physical and transition climate risks on the Kaggle ESG & Financial Performance panel — how carbon prices and temperature scenarios shift company-level value at risk.
Construct an ESG-tilted portfolio on top of the Kaggle ESG & Financial Performance panel — compare ESG vs market-cap weighting and produce a TCFD-style climate summary.