Sustainability Performance Trends: A Comparative Analysis of Environmental, Social, and Governance Pillars in NVIDIA Corp Using Random Forest Regression

This study provides a comprehensive analysis of NVIDIA Corp's sustainability performance across its ESG pillars from fiscal year 2015 to 2022. By employing a Random Forest Regression model, the study examines key sustainability indicators, trends, and initiatives. The findings reveal a general upward trend in NVIDIA's overall ESG performance with notable improvements in environmental stewardship and social responsibility. However, governance practices, while stable, show areas requiring further enhancement. The research highlights the critical drivers of corporate sustainability, including regulatory pressures, stakeholder expectations, and market demands. Additionally, it identifies research gaps and future directions, such as the need for more empirical evidence on the effectiveness of sustainability strategies and the role of innovation in driving sustainability. The study concludes with practical recommendations for NVIDIA Corp to further integrate sustainable practice into its corporate setting and decision-making processes, thereby contributing to the advancement of sustainable business practices within the tech industry.