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We consider the main ESG categories commonly addressed in ESG reports. These categories represent the primary thematic areas under which a company's performance and practices are assessed. They provide a structured framework for evaluating and reporting on various aspects of a company's impact on the environment, society, and its governance practices. The ESG classifier's labeling system embodies a nuanced hierarchy, delineating insights across three levels of granularity. At its foundational tier, it articulates broad categories encapsulating Environmental, Social, and Governance (ESG) considerations. Branching further, the second tier branches into 16 distinct classes, adding depth to the understanding of each ESG dimension. Finally, the third tier dives into meticulous detail, with 119 finely delineated classes. - **Carbon Footprint**: environment_climate_change_mitigation_carbon_footprint - **Circular Economy**: environment_climate_change_mitigation_circular_economy - **Circular Supply Chains**: environment_climate_change_mitigation_circular_supply_chains - **Energy Consumption Intensity**: environment_climate_change_mitigation_energy_consumption_intensity - **Greenhouse Gas Emissions**: environment_climate_change_mitigation_greenhouse_gas_emissions - **Heatwave Mitigation**: environment_climate_change_mitigation_heatwave_mitigation - **Product and Service Innovation**: environment_climate_change_mitigation_product_and_service_innovation - **Renewable Energy Usage**: environment_climate_change_mitigation_renewable_energy_usage - **Supply Chain Impact**: environment_climate_change_mitigation_supply_chain_impact - **Use and Production of Fossil Fuels**: environment_climate_change_mitigation_use_and_production_of_fossil_fuels - **Water Consumption Intensity**: environment_climate_change_mitigation_water_consumption_intensity - **Advocacy and Policy Engagement**: environment_climate_change_adaptation_advocacy_and_policy_engagement - **Climate Risk Management**: environment_climate_change_adaptation_climate_risk_management - **Coastal Erosion Prevention**: environment_climate_change_adaptation_coastal_erosion_prevention - **Drought Preparedness**: environment_climate_change_adaptation_drought_preparedness - **Flood Defenses**: environment_climate_change_adaptation_flood_defenses - **Infrastructure Adaptation**: environment_climate_change_adaptation_infrastruc

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