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  1. .tool-versions +1 -0
  2. README.md +129 -3
  3. data/AIB Group plc.json +0 -0
  4. data/AMAG Austria Metall AG.json +0 -0
  5. data/AT&S Austria Tech.&Systemtech..json +0 -0
  6. data/ATOSS Software SE.json +0 -0
  7. data/Acea S.p.A..json +0 -0
  8. data/Agrana Beteiligungs-AG.json +0 -0
  9. data/Amadeus Fire AG.json +0 -0
  10. data/Andritz AG.json +0 -0
  11. data/BAWAG Group AG.json +0 -0
  12. data/BMW AG Vz.json +0 -0
  13. data/Bayer AG.json +0 -0
  14. data/Brenntag SE.json +0 -0
  15. data/CIE Automotive, S.A..json +0 -0
  16. data/Continental AG.json +0 -0
  17. data/Daimler AG.json +0 -0
  18. data/Delivery Hero SE.json +0 -0
  19. data/Deutsche Börse AG.json +0 -0
  20. data/Deutsche Lufthansa AG.json +0 -0
  21. data/Deutsche Post AG.json +0 -0
  22. data/Dürr AG.json +0 -0
  23. data/EDP Renováveis, S.A..json +0 -0
  24. data/Eckert & Ziegler SE.json +0 -0
  25. data/Elmos Semiconductor SE.json +0 -0
  26. data/EnBW Energie Baden-Württemberg AG.json +0 -0
  27. data/FUCHS SE.json +0 -0
  28. data/Flughafen Wien AG.json +0 -0
  29. data/Fraport AG.json +0 -0
  30. data/Fresenius SE & Co. KGaA.json +0 -0
  31. data/HOCHTIEF AG.json +0 -0
  32. data/Indus Holding AG.json +0 -0
  33. data/Instone Real Estate Group.json +0 -0
  34. data/Jenoptik AG.json +0 -0
  35. data/KION GROUP AG.json +0 -0
  36. data/Knorr-Bremse AG.json +0 -0
  37. data/Koenig & Bauer AG.json +0 -0
  38. data/MAX AUTOMATION SE NA O.N..json +0 -0
  39. data/Mayr-Melnhof Karton AG.json +0 -0
  40. data/Melia Hotels International, S.A..json +0 -0
  41. data/Mister Spex SE.json +0 -0
  42. data/Nemetschek SE.json +0 -0
  43. data/PATRIZIA SE.json +0 -0
  44. data/PIERER Mobility AG.json +0 -0
  45. data/PORR AG.json +0 -0
  46. data/PVA TePla AG.json +0 -0
  47. data/R. Stahl AG.json +0 -0
  48. data/Rheinmetall AG.json +0 -0
  49. data/SCHOELLER-BLECKMANN AG.json +0 -0
  50. data/SGL Carbon SE.json +0 -0
.tool-versions ADDED
@@ -0,0 +1 @@
 
 
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+ python 3.12.7
README.md CHANGED
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- ---
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- license: cc0-1.0
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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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+ ---
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+
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+ ## Dataset Summary
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+
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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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+
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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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+ ---
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+
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+ ## Data Structure
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+
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+ Each JSON file represents one company-year record and follows this schema:
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+
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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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+ ---
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+
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+ ## Data Fields
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+
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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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+ ---
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+
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+ ## License
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+
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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.
data/AIB Group plc.json ADDED
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data/AMAG Austria Metall AG.json ADDED
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data/AT&S Austria Tech.&Systemtech..json ADDED
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data/ATOSS Software SE.json ADDED
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data/Acea S.p.A..json ADDED
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data/Agrana Beteiligungs-AG.json ADDED
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data/Amadeus Fire AG.json ADDED
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data/Andritz AG.json ADDED
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data/BAWAG Group AG.json ADDED
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data/BMW AG Vz.json ADDED
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data/Bayer AG.json ADDED
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data/Brenntag SE.json ADDED
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data/CIE Automotive, S.A..json ADDED
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data/Continental AG.json ADDED
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data/Daimler AG.json ADDED
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data/Delivery Hero SE.json ADDED
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data/Deutsche Börse AG.json ADDED
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data/Deutsche Lufthansa AG.json ADDED
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data/Deutsche Post AG.json ADDED
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data/Dürr AG.json ADDED
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data/EDP Renováveis, S.A..json ADDED
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data/Eckert & Ziegler SE.json ADDED
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data/Elmos Semiconductor SE.json ADDED
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data/EnBW Energie Baden-Württemberg AG.json ADDED
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data/FUCHS SE.json ADDED
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data/Flughafen Wien AG.json ADDED
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data/Fraport AG.json ADDED
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data/Fresenius SE & Co. KGaA.json ADDED
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data/HOCHTIEF AG.json ADDED
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data/Indus Holding AG.json ADDED
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data/Instone Real Estate Group.json ADDED
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data/Jenoptik AG.json ADDED
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data/KION GROUP AG.json ADDED
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data/Knorr-Bremse AG.json ADDED
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data/Koenig & Bauer AG.json ADDED
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data/MAX AUTOMATION SE NA O.N..json ADDED
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data/Mayr-Melnhof Karton AG.json ADDED
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data/Melia Hotels International, S.A..json ADDED
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data/Mister Spex SE.json ADDED
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data/Nemetschek SE.json ADDED
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data/PATRIZIA SE.json ADDED
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data/PIERER Mobility AG.json ADDED
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data/PORR AG.json ADDED
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data/PVA TePla AG.json ADDED
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data/R. Stahl AG.json ADDED
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data/Rheinmetall AG.json ADDED
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data/SCHOELLER-BLECKMANN AG.json ADDED
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data/SGL Carbon SE.json ADDED
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