README.md

metadata

language:
  - en
pretty_name: Parsed Annual and ESG Reports Dataset for EU Taxonomy KPI Extraction
tags:
  - finance
  - sustainability
  - ESG
  - EU Taxonomy
license: cc0-1.0
task_categories:
  - question-answering
  - text-classification
  - zero-shot-classification

Dataset Summary

This dataset was created as part of the Master's thesis Automated Analysis of Sustainability Reports: Using Large Language Models for the Extraction and Prediction of EU Taxonomy-Compliant KPIs (University of Innsbruck, 2025). It contains parsed annual and sustainability reports from 190 European companies subject to EU Taxonomy reporting obligations for the fiscal year 2023. Each record includes extracted Key Performance Indicators (KPIs) and verified company-level metadata.

The dataset supports research on automated analysis of corporate sustainability disclosures, the extraction of EU Taxonomy-aligned financial KPIs, and the evaluation of large language models for compliance-related information extraction tasks.

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Data Structure

Each JSON file represents one company-year record and follows this schema:

{
  "company_name": "",
  "company_info": {
    "name": "",
    "industry": "",
    "country": "",
    "revenue": "",
    "number_of_employees": "",
    "company_type": "",
    "sector": ""
  },
  "extracted_kpis": {
    "currency": "",
    "units": "",
    "turnoverKPI": {
      "totalTurnover": {
        "value": "",
        "percentage": ""
      },
      "eligibleTurnover": {
        "value": "",
        "percentage": ""
      },
      "alignedTurnover": {
        "value": "",
        "percentage": ""
      },
      "nonEligibleTurnover": {
        "value": "",
        "percentage": ""
      }
    },
    "capexKPI": {
      "totalCapex": {
        "value": "",
        "percentage": ""
      },
      "eligibleCapex": {
        "value": "",
        "percentage": ""
      },
      "alignedCapex": {
        "value": "",
        "percentage": ""
      },
      "eligibleNotAlignedCapex": {
        "value": "",
        "percentage": ""
      },
      "nonEligibleCapex": {
        "value": "",
        "percentage": ""
      }
    },
    "opexKPI": {
      "totalOpex": {
        "value": "",
        "percentage": ""
      },
      "eligibleOpex": {
        "value": "",
        "percentage": ""
      },
      "alignedOpex": {
        "value": "",
        "percentage": ""
      },
      "nonEligibleOpex": {
        "value": "",
        "percentage": ""
      }
    }
  },
  "taxonomy_section": "",
  "report_without_taxonomy": "",
  "full_report": "",
  "taxonomy_data": {
    "activities": []
  }
}

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Data Fields

Field	Type	Description
company_name	string	Official name of the company
company_info.industry	string	Industry classification
company_info.country	string	Country of headquarters
company_info.revenue	numeric / string	Annual revenue (euros)
company_info.number_of_employees	integer	Number of employees
company_info.company_type	string	Type of company (e.g., public, private)
company_info.sector	string	Economic sector classification
extracted_kpis.currency	string	Currency used for KPI reporting
extracted_kpis.units	string	Units used for financial figures (e.g., million)
extracted_kpis.turnoverKPI.*	object	Reported turnover values and percentages (total, eligible, aligned, non-eligible)
extracted_kpis.capexKPI.*	object	Reported capital expenditure values and percentages
extracted_kpis.opexKPI.*	object	Reported operating expenditure values and percentages
taxonomy_section	string	Extracted text of the EU Taxonomy disclosure section
report_without_taxonomy	string	Full report text excluding the EU Taxonomy section
full_report	string	Complete parsed annual or sustainability report
taxonomy_data.activities	list	Reported EU Taxonomy activities for the company

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License

Creative Commons CC0 1.0 Universal (Public Domain Dedication) You are free to use, share, and adapt the dataset without any restrictions or attribution.