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http://data.europa.eu/esco/skill/9bc3b9ae-50d8-4a32-857e-8cf8d9b4ba8e
3D body scanning technologies
The principles and usage of technologies for 3D body scanning used to capture the size and shape of the human body.
1.1.0
http://data.europa.eu/esco/skill/6e53fd99-b646-4327-9580-ac062ab21188
3D lighting
The arrangement or digital effect which simulates lighting in a 3D environment.
1.1.0
http://data.europa.eu/esco/skill/97965983-0da4-4902-9daf-d5cd2693ef73
3D modelling
The process of developing a mathematical representation of any three-dimensional surface of an object via specialised software. The product is called a 3D model. It can be displayed as a two-dimensional image through a process called 3D rendering or used in a computer simulation of physical phenomena. The model can als...
1.1.0
http://data.europa.eu/esco/skill/2afb2b59-c9a3-4cf3-b1dd-1a2fad51e583
3D printing process
The process of reproducing 3D objects by using 3D printing technologies.
1.1.0
http://data.europa.eu/esco/skill/3e7516dc-0f7c-4686-8b2f-fade4e5d21be
3D texturing
The process of applying a type of surface to a 3D image.
1.1.0
http://data.europa.eu/esco/skill/a276b1ad-c0b7-4b33-899c-0fbfcdbe0eee
5S methodology
5S is defined as a methodology that results in a workplace that is clean, uncluttered, safe, and well organized to help reduce waste and optimize productivity.
1.1.0
http://data.europa.eu/esco/skill/eb0e5615-1575-4a86-a1a2-7d39595033c5
ABAP
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in ABAP.
1.1.0
http://data.europa.eu/esco/skill/9a35cb50-8106-45f9-8aba-2df99dd6f913
ABBYY FineReader
The computer program ABBYY FineReader is software that electronically converts printed and typed images into machine-encoded text so that documents can be electronically stored, edited and digitally displayed.
1.1.0
http://data.europa.eu/esco/skill/b4dc6e4f-dc7d-445f-8ce2-d7b9d225e282
AJAX
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in AJAX.
1.1.0
http://data.europa.eu/esco/skill/58d7a289-dafd-4363-833f-d1dc4140885e
APL
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in APL.
1.1.0
http://data.europa.eu/esco/skill/56a7f561-1d55-43c9-9cd7-36a0a9bc6c50
ASP.NET
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in ASP.NET.
1.1.0
http://data.europa.eu/esco/skill/8203b07a-8097-4383-aff6-603b7df7f0f4
ATM systems
The different technologies, software, hardware and operations that are used or can be found in automated teller machines.
1.1.0
http://data.europa.eu/esco/skill/0189f448-179e-47cc-9716-c5c3ac4b1aec
Absorb (learning management systems)
The learning system Absorb is an e-learning platform for creating, administrating and delivering e-learning education courses or training programs for secondary school students.
1.1.0
http://data.europa.eu/esco/skill/27b913f0-3c52-448b-ad27-fc6ef08fb326
Adobe Illustrator
The computer program Adobe Illustrator CC is a graphical ICT tool which enables digital editing and composition of graphics to generate both 2D raster or 2D vector graphics. It is developed by the software company Adobe.
1.1.0
http://data.europa.eu/esco/skill/14ced458-5f4b-495f-bd3d-9c240614bda0
Adobe Photoshop
The computer program Adobe Photoshop is a graphical ICT tool which enables digital editing and composition of graphics to generate both 2D raster or 2D vector graphics. It is developed by the software company Adobe.
1.1.0
http://data.europa.eu/esco/skill/d4ae4774-a81d-4255-8491-cade3580685a
Adobe Photoshop Lightroom
The computer program Adobe Photoshop Lightroom is a graphical ICT tool which enables digital editing and composition of graphics to generate both 2D raster or 2D vector graphics. It is developed by the software company Adobe.
1.1.0
http://data.europa.eu/esco/skill/dba46f87-0831-49cd-a1c7-340a653c0221
Agile development
The agile development model is a methodology to design software systems and applications.
1.1.0
http://data.europa.eu/esco/skill/0a9acb6b-1139-4be9-b431-3a80a959f2f4
Agile project management
The agile project management approach is a methodology for planning, managing and overseeing of ICT resources in order to meet specific goals and using project management ICT tools.
1.1.0
http://data.europa.eu/esco/skill/557e9247-1a2d-4497-aa7f-0cded7768da1
Aircrack (penetration testing tool)
The computer program Aircrack is a cracking program which recovers 802.11 WEP and WPA-PSK keys by making several network attacks such as FMS, KoreK and PTW attacks.
1.1.0
http://data.europa.eu/esco/skill/8c88d336-c249-4537-b26e-d679a85c4b9b
Ajax Framework
The Ajax software development environments which provide specific features and components that support and guide web applications development.
1.1.0
http://data.europa.eu/esco/skill/f1a08ec9-32d2-4e52-ba4a-66e049019be8
Albanian
The Albanian language.
1.1.0
http://data.europa.eu/esco/skill/896b0b7f-e793-4b3f-a7a6-4ab1d237f695
Ancient Greek
The Ancient Greek language.
1.1.0
http://data.europa.eu/esco/skill/d8829a1d-dbde-435b-b921-29d6462f35c9
Android (mobile operating systems)
The system software Android consists of features, restrictions, architectures and other characteristics of operating systems designed to run on mobile devices.
1.1.0
http://data.europa.eu/esco/skill/1ffac4ac-fda7-407d-8ed1-ca8f4a8dc146
Angular
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Angular.
1.1.0
http://data.europa.eu/esco/skill/6f8a40d6-f9ce-43ec-a72f-d4213a53f3ed
Ansible
The tool Ansible is a software program to perform configuration identification, control, status accounting and audit.
1.1.0
http://data.europa.eu/esco/skill/0d168770-4d9c-4096-b048-a6577818d306
Apache Maven
The tool Apache Maven is a software program to perform configuration identification, control, status accounting and audit of software during its development and maintenance.
1.1.0
http://data.europa.eu/esco/skill/0fb753a1-2ef2-4429-84d2-ecb2b24daf7a
Apache Tomcat
The open-source web server Apache Tomcat provides a Java web server environment which uses a built in container where HTTP requests are loaded, allowing the Java web applications to run on local and server based systems.
1.1.0
http://data.europa.eu/esco/skill/33859d93-987c-4caa-a0a9-6159ea7bbc2a
Arabic
The Arabic language.
1.1.0
http://data.europa.eu/esco/skill/fcbcdf4c-d079-4010-ab4b-8356fbfa5096
Armenian
The Armenian language.
1.1.0
http://data.europa.eu/esco/skill/47b9bbcf-356c-4782-83a4-7f5a1b2b51a3
Assembly (computer programming)
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Assembly.
1.1.0
http://data.europa.eu/esco/skill/5bfce8e7-6f22-4e67-9018-0e4161620f3a
Azerbaijani
The Azerbaijani language.
1.1.0
http://data.europa.eu/esco/skill/58783f72-5098-4807-b1d1-954ec2ae94c4
Backbox (penetration testing tool)
The software BackBox is a Linux distribution which tests security weaknesses of the system for potentially unauthorised access to system information by information gathering, forensic, wireless and VoIP analysis, exploitation and reverse engineering.
1.1.0
http://data.europa.eu/esco/skill/a28fa5f1-be5b-4608-8376-acea8c2f8cb1
Basque
The Basque language.
1.1.0
http://data.europa.eu/esco/skill/6f55e44d-4494-4079-9b8d-01ac6912529e
Belarusian
The Belarusian language.
1.1.0
http://data.europa.eu/esco/skill/ede98e07-f07d-41bc-99b0-f88bf0dad438
Bengali
The Bengali language.
1.1.0
http://data.europa.eu/esco/skill/6f34bd05-1297-4913-92ff-85a604242b2f
Berber
The language family of Berber languages.
1.1.0
http://data.europa.eu/esco/skill/d8cde71e-6b3f-4c30-9b97-e4cdaaf32dee
Bible texts
The content and interpretations of the bible texts, its different components, the different types of Bibles, and its history.
1.1.0
http://data.europa.eu/esco/skill/15ea7b6b-1b93-4ed8-b58a-5c54777e0832
Bihari
The Bihari language.
1.1.0
http://data.europa.eu/esco/skill/8a30eb28-eca0-4ab6-8c05-32c47d3e0dd6
BlackArch
The BlackArch Linux distribution is a penetration testing tool which tests security weaknesses of the system for potentially unauthorised access to system information.
1.1.0
http://data.europa.eu/esco/skill/ba04b19b-0b18-4d5c-b799-4db31a98e58d
BlackBerry
The system software BlackBerry consists of features, restrictions, architectures and other characteristics of operating systems designed to run on mobile devices.
1.1.0
http://data.europa.eu/esco/skill/a9fdd2c9-4295-4407-ba3c-1547cbce40a2
Bosnian
The ​Bosnian language.
1.1.0
http://data.europa.eu/esco/skill/604f62cc-0f04-4903-b9f9-7128f72d4e5a
Brightspace (learning management systems)
The computer program Brightspace is a e-learning platform for creating, administrating, arranging, reporting and delivering e-learning education courses or training programs. It is developed by the software company D2L Corporation.
1.1.0
http://data.europa.eu/esco/skill/c11cd670-0544-47a6-962e-67caaca1ea96
Buddhism
The rites, traditions and history of the Buddhism.
1.1.0
http://data.europa.eu/esco/skill/d5fd4958-4ca6-4d06-845f-713e2c459612
Bulgarian
The Bulgarian language. Bulgarian is an official and working language of the EU.
1.1.0
http://data.europa.eu/esco/skill/4c016b68-4116-468c-9dc6-42710c239e4a
C#
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in C#.
1.1.0
http://data.europa.eu/esco/skill/b633eb55-8f1f-4ae6-ab4c-2022ffe2cb7f
C++
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in C++.
1.1.0
http://data.europa.eu/esco/skill/c5ed451b-ef39-47a3-aee7-8f5be0aa8431
CA Datacom/DB
The computer program CA Datacom/DB is a tool for creating, updating and managing databases, currently developed by the software company CA Technologies.
1.1.0
http://data.europa.eu/esco/skill/c46f9312-e414-42f0-9c8b-1c1886af7b8d
CAD for footwear
The architecture and functionality of 2D and 3D computer assisted design software systems for footwear.
1.1.0
http://data.europa.eu/esco/skill/d8ee0b01-3d33-4a32-a07c-6a107400cac0
CAD for garment manufacturing
Softwares of computer aided design for garment manufacturing which allow create 2 or 3 dimensional drawings.
1.1.0
http://data.europa.eu/esco/skill/a2b5dcf3-5b6a-453d-876c-cff540c0faf1
CAD software
The computer-aided design (CAD) software for creating, modifying, analysing or optimising a design.
1.1.0
http://data.europa.eu/esco/skill/3a33cec3-4b44-471a-8864-5cc8567a8b1f
CADD software
The computer-aided design and drafting (CADD) is the use of computer technology for design and design documentation. CAD software replaces manual drafting with an automated process.
1.1.0
http://data.europa.eu/esco/skill/82313e12-9d39-47d1-b7c9-78bbd6bb50e2
CAE software
The software to perform computer-aided engineering (CAE) analysis tasks such as Finite Element Analysis and Computional Fluid Dynamics.
1.1.0
http://data.europa.eu/esco/skill/27065048-bca8-4b0a-891a-b192b9ceadfd
CAM software
Different tools for computer-aided manufacturing (CAM) to control machinery and machine tools in the creation, modification, analysis, or optimisation as part of the manufacturing processes of workpieces.
1.1.0
http://data.europa.eu/esco/skill/def007fa-5fed-4a5f-91a2-b0d7e3db1be1
COBOL
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in COBOL.
1.1.0
http://data.europa.eu/esco/skill/e5d1f825-60ed-4bdd-872a-e748c387f777
CSS
The computer language CSS is a style sheet language that conveys the presentation of structured documents. These documents have to adhere to style sheets, a set of stylistic rules such as font, color and layout.
1.1.0
http://data.europa.eu/esco/skill/09cf2c34-6f93-4a19-a9f1-c0d866414bcc
Cain and Abel (penetration testing tool)
The software tool Cain and Abel is a password recovery tool which tests the Microsoft Operating System for security weaknesses and potentially unauthorised access to system information. The tool decodes, decrypts and uncovers passwords by means such as brute-force and cryptanalysis attacks, network sniffing and protoco...
1.1.0
http://data.europa.eu/esco/skill/cfb8d64c-f8d7-4894-a02e-2551ab33f1d0
Canvas (learning management systems)
The Canvas network is an e-learning platform for creating, administrating, arranging, reporting and delivering e-learning education courses or training programs.
1.1.0
http://data.europa.eu/esco/skill/ffc1e455-ced2-4e67-bdb3-1c50f9683859
Capture One
The computer program Capture One is a graphical ICT tool which enables digital editing and composition of graphics to generate both 2D raster or 2D vector graphics.
1.1.0
http://data.europa.eu/esco/skill/8ee2b6f2-7017-4b9a-9de2-4dedf0711394
Catalan
The Catalan language.
1.1.0
http://data.europa.eu/esco/skill/49f85a99-086c-45b6-a6fa-eb90305af7b1
Chef (tools for software configuration management)
The tool Chef is a software program which performs infrastructure configuration identification, control and automation aiming to ease the applications deployment.
1.1.0
http://data.europa.eu/esco/skill/1fe42b38-cd42-4fc7-ae77-14e4c9e96295
Chinese
The Chinese language.
1.1.0
http://data.europa.eu/esco/skill/0b0c4b57-9034-490f-9071-5f761ec93d38
Christianity
The traditions, ceremonies, history and denominations of the Christian religion.
1.1.0
http://data.europa.eu/esco/skill/709ef32a-7435-48e2-8fa2-16e389ecab8a
Cisco
The products available from the network equipment provider Cisco and methods for selecting and procuring the equipment.
1.1.0
http://data.europa.eu/esco/skill/a9c1a772-8ef6-4dd7-93a4-c6bbf3293688
Code of Conduct for Responsible Fisheries
Food and Agriculture Organisation of the United Nations (FAO) Code of Conduct for Responsible Fisheries and the guidelines established for professional fishers.
1.1.0
http://data.europa.eu/esco/skill/55c16653-343c-4d02-a9de-7d8e864a4592
Codenvy
The tool Codenvy is a platform used to create on-demand workspaces in the cloud where developers can collaborate on coding projects and work together before they merge their work to the main repository.
1.1.0
http://data.europa.eu/esco/skill/993b1e23-f2de-4bd8-b33f-f86dde1c8e9d
CoffeeScript
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in CoffeeScript.
1.1.0
http://data.europa.eu/esco/skill/0cd6dcf1-5778-42a5-b685-4d01ae4a4871
Common Lisp
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Common Lisp.
1.1.0
http://data.europa.eu/esco/skill/6bc58e91-1827-4dc7-a9cf-2311edcba0ec
Croatian
The Croatian language. Croatian is an official and working language of the EU.
1.1.0
http://data.europa.eu/esco/skill/05b70efb-6b80-4f04-9a25-67cd317daf37
CryEngine
The game engine CryEngine which is a software framework that consists of integrated development environments and specialised design tools, designed for the rapid iteration of user-derived computer games.
1.1.0
http://data.europa.eu/esco/skill/da0795a7-6866-4afc-81ed-5e3aa398f058
Czech
The Czech language.Czech is an official and working language of the EU.
1.1.0
http://data.europa.eu/esco/skill/3cee858e-79e8-4a4b-b99f-93c7f735d58b
DB2
The computer program IBM DB2 is a tool for creating, updating and managing databases, developed by the software company IBM.
1.1.0
http://data.europa.eu/esco/skill/273a28d6-1bd3-4d13-a906-3d75c1cfdfc1
Danish
The Danish language. Danish is an official and working language of the EU.
1.1.0
http://data.europa.eu/esco/skill/f0de4973-0a70-4644-8fd4-3a97080476f4
DevOps
The DevOps development approach is a methodology to design software systems and applications focused on the collaboration and between software programmers and other ICT professionals and automation.
1.1.0
http://data.europa.eu/esco/skill/1de3942b-99d8-41e8-9ef0-fbc9e9f6307b
Drupal
The open-source web-based software system written in PHP, used for creating, editing, publishing and archiving blogs, articles, web pages or press releases, which requires a higher level of technical understanding of HTML, CSS and PHP.
1.1.0
http://data.europa.eu/esco/skill/cad4f44b-28a8-4448-86e5-7389e5ebf3eb
Dutch
The Dutch language. Dutch is an official and working language of the EU.
1.1.0
http://data.europa.eu/esco/skill/944e06e8-7b12-4064-9e72-d80cd6d0cbba
Earth science
The science preoccupied with studying planet earth, this includes geology, meteorology, oceanography, and astronomy. It also includes the composition of the earth, earth structures, and processes.
1.1.0
http://data.europa.eu/esco/skill/6b6a9252-2ed7-4862-a02f-1578f4a532ea
Eclipse (integrated development environment software)
The computer program Eclipse is a suite of software development tools for writing programs, such as compiler, debugger, code editor, code highlights, packaged in a unified user interface. It is developed by the Eclipse Foundation.
1.1.0
http://data.europa.eu/esco/skill/17702c40-e963-4593-847e-a332b1c9357e
Edmodo
The education network Edmodo is an e-learning platform for creating, administrating, arranging, reporting and delivering e-learning training and connecting teachers, students and parents.
1.1.0
http://data.europa.eu/esco/skill/6d3edede-8951-4621-a835-e04323300fa0
English
The English language. English is an official and working language of the EU.
1.1.0
http://data.europa.eu/esco/skill/219dd03d-4168-416a-be40-f4becca55130
Engrade
The computer program Engrade is a e-learning platform for creating, administrating, arranging, reporting and delivering e-learning education courses or training programs.
1.1.0
http://data.europa.eu/esco/skill/ce37e233-64c4-4b48-a09a-04ec08fb9740
Ensure correct use of bakery equipment
Use the utensils, machinery and equipment for the production of bakery and farinaceous products such as kneading machines, proofing equipment, vessels, knives, baking ovens, slicers, wrappers, mixers, and glazers. Keep all tools in good condition.
1.1.0
http://data.europa.eu/esco/skill/034c29fa-c3ba-45ea-b8f3-bf8e3705e386
Erlang
The techniques and principles of software development, such as analysis, algorithms, coding, testing and compiling of programming paradigms in Erlang.
1.1.0
http://data.europa.eu/esco/skill/1b7e6f56-bc73-4bcc-81ae-09252175d418
Estonian
The Estonian language. Estonian is an official and working language of the EU.
1.1.0
http://data.europa.eu/esco/skill/981616a1-2718-419c-b99f-53460cd873a8
European Structural and Investment Funds regulations
The regulations and secondary legislation and policy documents governing the European Structural and Investment Funds, including the set of common general provisions and the regulations applicable to the different funds. It includes knowledge of the related national legal acts.
1.1.0
http://data.europa.eu/esco/skill/74479992-60e3-438f-b616-eb094903e032
European Train Control System
The control and protection system that ensures trains run safely, a standard European system that allows crossing of borders in safety.
1.1.0
http://data.europa.eu/esco/skill/3d998848-a077-4096-9fec-e93cca7c691d
European firearms-control legislation
The regulation regarding the acquisition and possession of weapons on a European Union level by means the Directive 91/477/EEC and the Directive 2008/51/EC.
1.1.0
http://data.europa.eu/esco/skill/60c4cdfa-1aa3-452d-a989-10fd61706911
European pesticide legislation
The EU framework for community action which promotes the sustainable use of pesticides.
1.1.0
http://data.europa.eu/esco/skill/5fd29c67-c905-4e34-98ff-f90ce6446b35
European vehicle type-approval legislation
The EU framework for the approval and market surveillance of motor vehicles and their trailers, and of systems, components and separate technical units intended for such vehicles.
1.1.0
http://data.europa.eu/esco/skill/b8eb2517-37d8-43e6-9856-9c29d5c51fde
Filemaker (database management systems)
The computer program FileMaker is a tool for creating, updating and managing databases, developed by the software company FileMaker Inc.
1.1.0
http://data.europa.eu/esco/skill/0e3493f4-0cad-4fbc-8e02-025f169b8114
Finnish
The Finnish language. Finnish is an official and working language of the EU.
1.1.0
http://data.europa.eu/esco/skill/d52b5f6f-8f3e-4689-b7c8-23b25b2ebc77
Freinet teaching principles
The teaching and developmental methods and philosophy of Célestin Freinet, a French pedagogue. These principles involve learning concepts by trail and error, by invoking children's learning interests and curiosity, and learning through making products and providing services such as the learning printing technique.
1.1.0
http://data.europa.eu/esco/skill/e747e77e-0ea1-4001-8b07-1d11946b5f1b
French
The French language. French is an official and working language of the EU.
1.1.0
http://data.europa.eu/esco/skill/be149bed-a789-48ee-832b-620ccf776af9
Frostbite (digital game creation systems)
The game engine Frostbite which is a software framework that consists of integrated development environments and specialised design tools, designed for the rapid iteration of user-derived computer games.
1.1.0
http://data.europa.eu/esco/skill/d3e9b00a-0891-4fa8-836d-8240ec3d2758
GDPR
The General Data Protection Regulation is the EU regulation on the protection of natural persons with regard to the processing of personal data and on the free movement of such data.
1.1.0
http://data.europa.eu/esco/skill/4a466c62-db7d-4905-9a41-f23214810acb
GIMP (graphics editor software)
The computer program GIMP is a graphical ICT tool which enables digital editing and composition of graphics to generate both 2D raster or 2D vector graphics. It is developed by The GIMP Development Team.
1.1.0
http://data.europa.eu/esco/skill/66212ff2-34b9-4812-be58-f53a0b751863
Galician
The ​Galician language.
1.1.0
http://data.europa.eu/esco/skill/7b5cb897-2ee8-450c-85a6-d73925cbd1dc
GameSalad
The drag-and-drop software interface that consists of specialised design tools used for the rapid iteration of user-derived computer games by users with limited programming knowledge.
1.1.0
http://data.europa.eu/esco/skill/cd56a093-3400-4635-80bd-b9611dcf1542
Gamemaker Studio
The cross-platform game engine which is written in Delphi programming language and consists of integrated development environments and specialised design tools, designed for the rapid iteration of user-derived computer games.
1.1.0
http://data.europa.eu/esco/skill/b2c1f90a-72ce-4499-ab9a-a9a5c9355d5b
Georgian
The Georgian language.
1.1.0
http://data.europa.eu/esco/skill/4812a4ea-dc55-4dc6-b9b0-4a59bba2c647
German
The German language.
1.1.0
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skill-extraction-techwolf-graded

Graded-relevance layout for sentences from TechWolf/skill-extraction-techwolf against the ESCO v1.1.0 skill taxonomy. Layout follows the BEIR convention. Only a test split is available for this dataset, and it carries real but binary relevance; see the Test split section below.

Configs

config rows columns
queries 324 _id (sentence id), text (sentence)
corpus 13,891 _id (ESCO skill URI), title (English preferred label), text (English description), esco_version
qrels 582 query-id, corpus-id, score

Test split

This repository contains a test split only (324 queries, 582 qrels rows); it has no validation split.

The test split is not yet fully graded (0-4). Its relevance labels are real but binary: score = 1 marks a genuinely relevant target (derived from the public non-graded ground truths), and every pair not listed is implicit grade 0. The fine-grained 0-4 graded annotations are withheld during the ongoing RecSys-HR challenge (see WorkRB website) and will be released afterwards.

Attribution

This dataset uses the ESCO classification of the European Commission (ESCO v1.1.0, https://esco.ec.europa.eu), licensed under CC BY 4.0. The ESCO content has been extracted into a tabular subset (skill URI, English preferred label, English description); no semantic modifications were made. The European Commission is not responsible for any use of the data.

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