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- .tool-versions +1 -0
- README.md +129 -3
- data/AIB Group plc.json +0 -0
- data/AMAG Austria Metall AG.json +0 -0
- data/AT&S Austria Tech.&Systemtech..json +0 -0
- data/ATOSS Software SE.json +0 -0
- data/Acea S.p.A..json +0 -0
- data/Agrana Beteiligungs-AG.json +0 -0
- data/Amadeus Fire AG.json +0 -0
- data/Andritz AG.json +0 -0
- data/BAWAG Group AG.json +0 -0
- data/BMW AG Vz.json +0 -0
- data/Bayer AG.json +0 -0
- data/Brenntag SE.json +0 -0
- data/CIE Automotive, S.A..json +0 -0
- data/Continental AG.json +0 -0
- data/Daimler AG.json +0 -0
- data/Delivery Hero SE.json +0 -0
- data/Deutsche Börse AG.json +0 -0
- data/Deutsche Lufthansa AG.json +0 -0
- data/Deutsche Post AG.json +0 -0
- data/Dürr AG.json +0 -0
- data/EDP Renováveis, S.A..json +0 -0
- data/Eckert & Ziegler SE.json +0 -0
- data/Elmos Semiconductor SE.json +0 -0
- data/EnBW Energie Baden-Württemberg AG.json +0 -0
- data/FUCHS SE.json +0 -0
- data/Flughafen Wien AG.json +0 -0
- data/Fraport AG.json +0 -0
- data/Fresenius SE & Co. KGaA.json +0 -0
- data/HOCHTIEF AG.json +0 -0
- data/Indus Holding AG.json +0 -0
- data/Instone Real Estate Group.json +0 -0
- data/Jenoptik AG.json +0 -0
- data/KION GROUP AG.json +0 -0
- data/Knorr-Bremse AG.json +0 -0
- data/Koenig & Bauer AG.json +0 -0
- data/MAX AUTOMATION SE NA O.N..json +0 -0
- data/Mayr-Melnhof Karton AG.json +0 -0
- data/Melia Hotels International, S.A..json +0 -0
- data/Mister Spex SE.json +0 -0
- data/Nemetschek SE.json +0 -0
- data/PATRIZIA SE.json +0 -0
- data/PIERER Mobility AG.json +0 -0
- data/PORR AG.json +0 -0
- data/PVA TePla AG.json +0 -0
- data/R. Stahl AG.json +0 -0
- data/Rheinmetall AG.json +0 -0
- data/SCHOELLER-BLECKMANN AG.json +0 -0
- data/SGL Carbon SE.json +0 -0
.tool-versions
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python 3.12.7
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README.md
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---
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# Parsed Annual and ESG Reports Dataset for EU Taxonomy
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---
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## Dataset Summary
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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).
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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.
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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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---
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## Data Structure
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Each JSON file represents one company-year record and follows this schema:
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```json
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{
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"company_name": "",
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"company_info": {
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"name": "",
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"industry": "",
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"country": "",
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"revenue": "",
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"number_of_employees": "",
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"company_type": "",
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"sector": ""
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},
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"extracted_kpis": {
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"currency": "",
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"units": "",
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"turnoverKPI": {
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"totalTurnover": {
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"value": "",
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"percentage": ""
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},
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"eligibleTurnover": {
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"value": "",
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"percentage": ""
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},
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"alignedTurnover": {
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"value": "",
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"percentage": ""
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},
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"nonEligibleTurnover": {
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"value": "",
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"percentage": ""
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}
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},
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"capexKPI": {
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"totalCapex": {
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"value": "",
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"percentage": ""
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},
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"eligibleCapex": {
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"value": "",
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"percentage": ""
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},
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"alignedCapex": {
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"value": "",
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"percentage": ""
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},
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"eligibleNotAlignedCapex": {
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"value": "",
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"percentage": ""
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},
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"nonEligibleCapex": {
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"value": "",
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"percentage": ""
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}
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},
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"opexKPI": {
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"totalOpex": {
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"value": "",
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"percentage": ""
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},
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"eligibleOpex": {
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"value": "",
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"percentage": ""
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},
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"alignedOpex": {
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"value": "",
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"percentage": ""
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},
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"nonEligibleOpex": {
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"value": "",
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"percentage": ""
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}
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}
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},
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"taxonomy_section": "",
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"report_without_taxonomy": "",
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"full_report": "",
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"taxonomy_data": {
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"activities": []
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}
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}
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```
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---
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## Data Fields
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| Field | Type | Description |
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| ---------------------------------- | ---------------- | --------------------------------------------------------------------------------- |
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| `company_name` | string | Official name of the company |
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| `company_info.industry` | string | Industry classification |
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| `company_info.country` | string | Country of headquarters |
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| `company_info.revenue` | numeric / string | Annual revenue (euros) |
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| `company_info.number_of_employees` | integer | Number of employees |
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| `company_info.company_type` | string | Type of company (e.g., public, private) |
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| `company_info.sector` | string | Economic sector classification |
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| `extracted_kpis.currency` | string | Currency used for KPI reporting |
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| `extracted_kpis.units` | string | Units used for financial figures (e.g., million) |
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| `extracted_kpis.turnoverKPI.*` | object | Reported turnover values and percentages (total, eligible, aligned, non-eligible) |
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| `extracted_kpis.capexKPI.*` | object | Reported capital expenditure values and percentages |
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| `extracted_kpis.opexKPI.*` | object | Reported operating expenditure values and percentages |
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| `taxonomy_section` | string | Extracted text of the EU Taxonomy disclosure section |
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| `report_without_taxonomy` | string | Full report text excluding the EU Taxonomy section |
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| `full_report` | string | Complete parsed annual or sustainability report |
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| `taxonomy_data.activities` | list | Reported EU Taxonomy activities for the company |
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---
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## License
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**Creative Commons CC0 1.0 Universal (Public Domain Dedication)**
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You are free to use, share, and adapt the dataset without any restrictions or attribution.
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data/AIB Group plc.json
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data/AMAG Austria Metall AG.json
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data/AT&S Austria Tech.&Systemtech..json
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data/ATOSS Software SE.json
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data/Agrana Beteiligungs-AG.json
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data/MAX AUTOMATION SE NA O.N..json
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data/Mayr-Melnhof Karton AG.json
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