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README.md
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# About ESGify
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**ESGify** is a model for multilabel news classification with respect to ESG risks. Our custom methodology includes 46 ESG classes and 1 non-relevant to ESG class, resulting in 47 classes in total:
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| **Biodiversity** | **Communities Health and Safety** | **Legal Proceedings & Law Violations** |
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| **Emergencies (Environmental)** | **Land Acquisition and Resettlement (S)** | **Corporate Governance** |
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| **Hazardous Materials Management** | **Emergencies (Social)** | **Responsible Investment & Greenwashing** |
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| **Environmental Management** | **Human Rights** | **Economic Crime** |
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| **Landscape Transformation** | **Labor Relations Management** | **Disclosure** |
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| **Climate Risks** | **Freedom of Association and Right to Organise** | **Values and Ethics** |
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| **Surface Water Pollution** | **Employee Health and Safety** | **Risk Management and Internal Control** |
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| **Animal Welfare** | **Product Safety and Quality** | **Strategy Implementation** |
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| **Water Consumption** | **Indigenous People** | **Supply Chain (Economic / Governance)** |
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| **Greenhouse Gas Emissions** | **Cultural Heritage** ||
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| **Air Pollution** | **Forced Labour** ||
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| **Waste Management** | **Supply Chain (Social)** ||
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| **Soil and Groundwater Impact** | **Discrimination** ||
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| **Wastewater Management** | **Minimum Age and Child Labour** ||
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| **Natural Resources** | **Data Safety** ||
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| **Physical Impacts** | **Retrenchment** ||
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| **Supply Chain (Environmental)** |||
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| **Planning Limitations** |||
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| **Energy Efficiency and Renewables** |||
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| **Land Acquisition and Resettlement (E)** |||
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| **Land Rehabilitation** |||
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# Usage
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# About ESGify
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**ESGify** is a model for multilabel news classification with respect to ESG risks. Our custom methodology includes 46 ESG classes and 1 non-relevant to ESG class, resulting in 47 classes in total:
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![esgify_classes](ESGify_classes.png)
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# Usage
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