Keyword segments

Technology

22

apps artificial intelligence (ai) computer & network security computer games computer hardware computer software computers and electronics manufacturing consumer electronics e-learning e-learning providers information services information technology information technology & services information technology and services internet internet marketplace platforms it consulting and outsourcing it services and it consulting semiconductors software software development technology

Financial Services

9

accounting banking finance financial services insurance investment management venture capital & private equity venture capital and private equity principals wealth management

Consumer & Retail

12

apparel & fashion consumer goods consumer services cosmetics e-commerce luxury goods & jewelry retail retail apparel and fashion retail groceries specialty retail supermarkets wholesale

Healthcare & Pharma

15

biotechnology biotechnology research health health care hospital & health care hospitals and health care medical medical devices medical equipment manufacturing medical practice medical practices mental health care pharmaceutical manufacturing pharmaceuticals wellness and fitness services

Energy & Resources

14

agriculture chemical chemical manufacturing chemicals energy environmental services farming mining mining & metals oil & energy oil and gas renewable energy semiconductor manufacturing renewables & environment utilities

Industrial & Manufacturing

27

aerospace appliances automotive aviation & aerospace aviation and aerospace component manufacturing defense & space defense and space manufacturing electrical equipment electrical/electronic manufacturing electronics food and beverage manufacturing food production furniture furniture and home furnishings manufacturing industrial industrial automation industrial machinery manufacturing machinery machinery manufacturing manufacturing mechanical or industrial engineering motor vehicle manufacturing packaging and containers personal care product manufacturing plastics textile manufacturing textiles

Telecom & Media

20

advertising advertising services book and periodical publishing broadcast media broadcast media production and distribution design design services entertainment entertainment providers graphic design marketing and advertising marketing services media production music performing arts publishing spectator sports sports telecommunications telecommunications service providers

Consulting & Professional Services

19

advice business consulting and services business development consulting customer service human resources human resources services law practice legal services management consulting market research outsourcing and offshoring consulting outsourcing/offshoring professional services professional training & coaching professional training and coaching research research services staffing and recruiting

Construction & Real Estate

12

architecture architecture & planning architecture and planning building material building materials civil engineering commercial real estate construction construction and engineering facilities services real estate wholesale building materials

Education

6

education education administration programs education management higher education primary and secondary education primary/secondary education

Government & Public Sector

8

armed forces government government administration international affairs international trade and development law enforcement military public safety

Transport & Logistics

9

air transportation airlines and aviation airlines/aviation logistics logistics and supply chain maritime transportation, logistics, supply chain and storage transportation/trucking/railroad truck transportation

Hospitality & Travel

8

events services food & beverages food and beverage food and beverage services hospitality leisure restaurants travel arrangements

Non-Profit & Social

10

association civic & social organization civic and social organizations communities individual & family services individual and family services non-profit organization management non-profit organizations religious institutions security and investigations

Global

1

(global)

Africa

54

Algeria Angola Benin Botswana Burkina Faso Burundi Cameroon Cape Verde Central African Republic Chad Comoros Congo Cote d'Ivoire Democratic Republic of the Congo Djibouti Egypt Equatorial Guinea Eritrea Eswatini Ethiopia Gabon Gambia Ghana Guinea Guinea-Bissau Kenya Lesotho Liberia Libya Madagascar Malawi Mali Mauritania Mauritius Morocco Mozambique Namibia Niger Nigeria Rwanda Sao Tome and Principe Senegal Seychelles Sierra Leone Somalia South Africa South Sudan Sudan Tanzania Togo Tunisia Uganda Zambia Zimbabwe

Asia

51

Afghanistan Armenia Azerbaijan Bahrain Bangladesh Bhutan Brunei Cambodia China Cyprus Georgia Hong Kong India Indonesia Iran Iraq Israel Japan Jordan Kazakhstan Kuwait Kyrgyzstan Laos Lebanon Malaysia Maldives Mongolia Myanmar Nepal North Korea Oman Pakistan Palestine Philippines Qatar Russia Saudi Arabia Singapore South Korea Sri Lanka Syria Taiwan Tajikistan Thailand Timor-Leste Turkey Turkmenistan United Arab Emirates Uzbekistan Vietnam Yemen

Europe

44

Albania Andorra Austria Belarus Belgium Bosnia and Herzegovina Bulgaria Croatia Czech Republic Denmark Estonia Finland France Germany Greece Hungary Iceland Ireland Italy Kosovo Latvia Liechtenstein Lithuania Luxembourg Malta Moldova Monaco Montenegro Netherlands North Macedonia Norway Poland Portugal Romania San Marino Serbia Slovakia Slovenia Spain Sweden Switzerland Ukraine United Kingdom Vatican City

North America

23

Antigua and Barbuda Bahamas Barbados Belize Canada Costa Rica Cuba Dominica Dominican Republic El Salvador Grenada Guatemala Haiti Honduras Jamaica Mexico Nicaragua Panama Saint Kitts and Nevis Saint Lucia Saint Vincent and the Grenadines Trinidad and Tobago United States

Oceania

14

Australia Fiji Kiribati Marshall Islands Micronesia Nauru New Zealand Palau Papua New Guinea Samoa Solomon Islands Tonga Tuvalu Vanuatu

South America

12

Argentina Bolivia Brazil Chile Colombia Ecuador Guyana Paraguay Peru Suriname Uruguay Venezuela

Afghanistan

2

American University of Afghanistan Kabul University

Albania

2

Epoka University University of Tirana

Algeria

2

University of Algiers University of Science and Technology Houari Boumediene

Andorra

1

University of Andorra

Angola

2

Agostinho Neto University Katyavala Bwila University

Antigua and Barbuda

2

American University of Antigua University of Health Sciences Antigua

Argentina

3

National University of Córdoba Universidad Torcuato Di Tella University of Buenos Aires

Armenia

2

American University of Armenia Yerevan State University

Australia

40

Australian Catholic University Australian National University Avondale University Bond University Central Queensland University Charles Darwin University Charles Sturt University Curtin University Deakin University Edith Cowan University Federation University Australia Flinders University Griffith University James Cook University La Trobe University Macquarie University Monash University Murdoch University Queensland University of Technology RMIT University Southern Cross University Swinburne University of Technology Torrens University Australia University of Adelaide University of Canberra University of Melbourne University of New England University of New South Wales University of Newcastle University of Notre Dame Australia University of Queensland University of South Australia University of Sydney University of Tasmania University of Technology Sydney University of the Sunshine Coast University of Western Australia University of Wollongong Victoria University Western Sydney University

Austria

7

Graz University of Technology Johannes Kepler University Linz TU Wien University of Innsbruck University of Klagenfurt University of Salzburg University of Vienna

Azerbaijan

2

ADA University Baku State University

Bahamas

1

University of The Bahamas

Bahrain

2

Arabian Gulf University University of Bahrain

Bangladesh

4

Bangladesh University of Engineering and Technology Jahangirnagar University North South University University of Dhaka

Barbados

2

Barbados Community College University of the West Indies, Cave Hill

Belarus

2

Belarusian National Technical University Belarusian State University

Belgium

7

Ghent University Hasselt University KU Leuven University of Antwerp Université catholique de Louvain Université libre de Bruxelles Vrije Universiteit Brussel

Belize

2

Galen University University of Belize

Benin

2

University of Abomey-Calavi University of Parakou

Bhutan

1

Royal University of Bhutan

Bolivia

2

Universidad Católica Boliviana Universidad Mayor de San Andrés

Bosnia and Herzegovina

2

University of Banja Luka University of Sarajevo

Botswana

2

Botswana International University of Science and Technology University of Botswana

Brazil

15

Federal University of Bahia Federal University of Ceará Federal University of Minas Gerais Federal University of Paraná Federal University of Pernambuco Federal University of Rio de Janeiro Federal University of Rio Grande do Sul Federal University of Santa Catarina Federal University of São Paulo Pontifical Catholic University of Rio de Janeiro Pontifical Catholic University of São Paulo State University of Campinas University of Brasília University of Fortaleza University of São Paulo

Brunei

2

Universiti Brunei Darussalam Universiti Teknologi Brunei

Bulgaria

2

Sofia University Technical University of Sofia

Burkina Faso

2

Joseph Ki-Zerbo University Université Nazi Boni

Burundi

1

University of Burundi

Cambodia

2

Institute of Technology of Cambodia Royal University of Phnom Penh

Cameroon

2

University of Buea University of Yaoundé I

Canada

26

Brock University Carleton University Concordia University Dalhousie University McGill University McMaster University Memorial University of Newfoundland Queen's University Simon Fraser University Toronto Metropolitan University University of Alberta University of British Columbia University of Calgary University of Guelph University of Manitoba University of Montreal University of Ottawa University of Regina University of Saskatchewan University of Toronto University of Victoria University of Waterloo University of Windsor Western University Wilfrid Laurier University York University

Cape Verde

1

University of Cape Verde

Central African Republic

1

University of Bangui

Chad

1

University of N'Djamena

Chile

5

Pontificia Universidad Católica de Chile Universidad Adolfo Ibáñez Universidad de Concepción Universidad de Santiago de Chile University of Chile

China

38

Beihang University Beijing Institute of Technology Beijing Normal University Central South University China Agricultural University China University of Petroleum Chongqing University Dalian University of Technology East China Normal University Fudan University Harbin Institute of Technology Huazhong University of Science and Technology Hunan University Jilin University Jinan University Lanzhou University Nanjing University Nankai University Northeast Normal University Northwestern Polytechnical University Peking University Renmin University of China Shandong University Shanghai Jiao Tong University Sichuan University South China University of Technology Southeast University Southwest Jiaotong University Sun Yat-sen University Tongji University Tsinghua University University of Electronic Science and Technology of China University of Science and Technology of China Wuhan University Wuhan University of Technology Xi'an Jiaotong University Xiamen University Zhejiang University

Colombia

3

National University of Colombia Pontifical Xavierian University Universidad de los Andes

Comoros

1

University of Comoros

Congo

1

Marien Ngouabi University

Costa Rica

2

Costa Rica Institute of Technology University of Costa Rica

Cote d'Ivoire

3

Félix Houphouët-Boigny University University Félix Houphouët-Boigny Université Nangui Abrogoua

Croatia

2

University of Split University of Zagreb

Cuba

2

Instituto Superior Politécnico José Antonio Echeverría University of Havana

Cyprus

2

Cyprus University of Technology University of Cyprus

Czech Republic

4

Charles University Czech Technical University in Prague Masaryk University Palacký University Olomouc

Democratic Republic of the Congo

2

University of Kinshasa University of Lubumbashi

Denmark

5

Aalborg University Aarhus University Technical University of Denmark University of Copenhagen University of Southern Denmark

Djibouti

1

University of Djibouti

Dominica

2

Dominica State College Ross University School of Medicine

Dominican Republic

2

Autonomous University of Santo Domingo Pontifical Catholic University Madre y Maestra

Ecuador

2

Escuela Politécnica Nacional Universidad San Francisco de Quito

Egypt

5

Ain Shams University Alexandria University American University in Cairo Cairo University Helwan University

El Salvador

2

Universidad Centroamericana José Simeón Cañas University of El Salvador

Equatorial Guinea

1

National University of Equatorial Guinea

Eritrea

1

Eritrea Institute of Technology

Estonia

2

Tallinn University of Technology University of Tartu

Eswatini

1

University of Eswatini

Ethiopia

2

Addis Ababa University Jimma University

Fiji

2

Fiji National University University of the South Pacific

Finland

6

Aalto University Tampere University University of Helsinki University of Jyväskylä University of Oulu University of Turku

France

21

Aix-Marseille University CentraleSupélec INSA Lyon PSL University Sciences Po Sorbonne University University of Bordeaux University of Lille University of Montpellier University of Nantes University of Toulouse Université Côte d'Azur Université de Lyon Université de Strasbourg Université Grenoble Alpes Université Paris Cité Université Paris-Saclay École Centrale de Lyon École des Ponts ParisTech École Normale Supérieure École Polytechnique

Gabon

1

Omar Bongo University

Gambia

1

University of The Gambia

Georgia

2

Ilia State University Tbilisi State University

Germany

34

Free University of Berlin Goethe University Frankfurt Heidelberg University Humboldt University of Berlin Karlsruhe Institute of Technology Leibniz University Hannover Ludwig Maximilian University of Munich Otto von Guericke University Magdeburg Ruhr University Bochum RWTH Aachen University Technical University of Berlin Technical University of Munich TU Dortmund University TU Dresden University of Bayreuth University of Bonn University of Bremen University of Cologne University of Duisburg-Essen University of Düsseldorf University of Erlangen-Nuremberg University of Freiburg University of Göttingen University of Hamburg University of Kiel University of Leipzig University of Mainz University of Mannheim University of Münster University of Regensburg University of Stuttgart University of Tübingen University of Ulm University of Würzburg

Ghana

2

Kwame Nkrumah University of Science and Technology University of Ghana

Greece

3

Aristotle University of Thessaloniki National and Kapodistrian University of Athens National Technical University of Athens

Grenada

1

St. George's University

Guatemala

2

Universidad del Valle de Guatemala University of San Carlos of Guatemala

Guinea

1

Gamal Abdel Nasser University of Conakry

Guinea-Bissau

1

Amílcar Cabral University

Guyana

1

University of Guyana

Haiti

1

State University of Haiti

Honduras

2

National Autonomous University of Honduras Zamorano University

Hong Kong

9

Chinese University of Hong Kong City University of Hong Kong Education University of Hong Kong Hong Kong Baptist University Hong Kong Polytechnic University Hong Kong Shue Yan University Hong Kong University of Science and Technology Lingnan University University of Hong Kong

Hungary

3

Budapest University of Technology and Economics Eötvös Loránd University University of Szeged

Iceland

2

Reykjavik University University of Iceland

India

36

Aligarh Muslim University Amity University Amrita Vishwa Vidyapeetham Anna University Banaras Hindu University Birla Institute of Technology and Science Pilani Delhi Technological University Indian Institute of Management Ahmedabad Indian Institute of Management Bangalore Indian Institute of Science Indian Institute of Technology (BHU) Varanasi Indian Institute of Technology Bombay Indian Institute of Technology Delhi Indian Institute of Technology Guwahati Indian Institute of Technology Hyderabad Indian Institute of Technology Indore Indian Institute of Technology Kanpur Indian Institute of Technology Kharagpur Indian Institute of Technology Madras Indian Institute of Technology Roorkee Jadavpur University Jamia Millia Islamia Jawaharlal Nehru University Manipal Academy of Higher Education National Institute of Technology Tiruchirappalli Osmania University Panjab University Savitribai Phule Pune University Shiv Nadar University SRM Institute of Science and Technology Thapar Institute of Engineering and Technology University of Calcutta University of Delhi University of Hyderabad University of Mumbai Vellore Institute of Technology

Indonesia

11

Airlangga University Bandung Institute of Technology Diponegoro University Gadjah Mada University IPB University Padjadjaran University Sepuluh Nopember Institute of Technology Telkom University Universitas Brawijaya Universitas Hasanuddin University of Indonesia

Iran

3

Amirkabir University of Technology Sharif University of Technology University of Tehran

Iraq

2

University of Baghdad University of Mosul

Ireland

7

Dublin City University Maynooth University National University of Ireland Galway Trinity College Dublin University College Cork University College Dublin University of Limerick

Israel

8

Bar-Ilan University Ben-Gurion University of the Negev Hebrew University of Jerusalem Open University of Israel Technion – Israel Institute of Technology Tel Aviv University University of Haifa Weizmann Institute of Science

Italy

20

Ca' Foscari University of Venice Politecnico di Milano Politecnico di Torino Sapienza University of Rome University of Bari University of Bologna University of Catania University of Florence University of Genoa University of Milan University of Naples Federico II University of Padua University of Palermo University of Parma University of Pavia University of Pisa University of Rome Tor Vergata University of Trento University of Turin University of Verona

Jamaica

2

University of Technology, Jamaica University of the West Indies, Mona

Japan

27

Aoyama Gakuin University Chiba University Chuo University Doshisha University Hiroshima University Hokkaido University Hosei University Kansai University Keio University Kobe University Kyoto University Kyushu University Meiji University Nagoya University Nihon University Osaka Metropolitan University Osaka University Rikkyo University Ritsumeikan University Sophia University Tohoku University Tokyo Institute of Technology Tokyo University of Science University of Tokyo University of Tsukuba Waseda University Yokohama National University

Jordan

2

Jordan University of Science and Technology University of Jordan

Kazakhstan

2

Al-Farabi Kazakh National University Nazarbayev University

Kenya

2

Kenyatta University University of Nairobi

Kiribati

1

University of the South Pacific, Kiribati Campus

Kosovo

2

University for Business and Technology University of Pristina

Kuwait

2

American University of Kuwait Kuwait University

Kyrgyzstan

2

American University of Central Asia Kyrgyz National University

Laos

1

National University of Laos

Latvia

2

Riga Technical University University of Latvia

Lebanon

2

American University of Beirut Lebanese American University

Lesotho

1

National University of Lesotho

Liberia

1

University of Liberia

Libya

2

University of Benghazi University of Tripoli

Liechtenstein

1

University of Liechtenstein

Lithuania

2

Kaunas University of Technology Vilnius University

Luxembourg

1

University of Luxembourg

Madagascar

1

University of Antananarivo

Malawi

2

Malawi University of Science and Technology University of Malawi

Malaysia

7

International Islamic University Malaysia Taylor's University Universiti Kebangsaan Malaysia Universiti Putra Malaysia Universiti Sains Malaysia Universiti Teknologi Malaysia University of Malaya

Maldives

1

Maldives National University

Mali

1

University of Sciences, Techniques and Technologies of Bamako

Malta

1

University of Malta

Marshall Islands

1

College of the Marshall Islands

Mauritania

1

University of Nouakchott

Mauritius

2

University of Mauritius University of Technology, Mauritius

Mexico

9

Instituto Politécnico Nacional National Autonomous University of Mexico Tecnológico de Monterrey Universidad Autónoma de Nuevo León Universidad Autónoma Metropolitana Universidad de Guadalajara Universidad de las Américas Puebla Universidad Iberoamericana Universidad Panamericana

Micronesia

1

College of Micronesia-FSM

Moldova

2

Moldova State University Technical University of Moldova

Monaco

1

International University of Monaco

Mongolia

2

Mongolian University of Science and Technology National University of Mongolia

Montenegro

1

University of Montenegro

Morocco

2

Al Akhawayn University Mohammed V University

Mozambique

1

Eduardo Mondlane University

Myanmar

2

Mandalay University University of Yangon

Namibia

2

Namibia University of Science and Technology University of Namibia

Nauru

1

University of the South Pacific, Nauru Campus

Nepal

2

Kathmandu University Tribhuvan University

Netherlands

13

Delft University of Technology Eindhoven University of Technology Erasmus University Rotterdam Leiden University Maastricht University Radboud University Tilburg University University of Amsterdam University of Groningen University of Twente Utrecht University VU Amsterdam Wageningen University

New Zealand

6

Massey University University of Auckland University of Canterbury University of Otago University of Waikato Victoria University of Wellington

Nicaragua

1

National Autonomous University of Nicaragua

Niger

1

Abdou Moumouni University

Nigeria

4

Obafemi Awolowo University University of Ibadan University of Lagos University of Nigeria Nsukka

North Korea

2

Kim Il-sung University Pyongyang University of Science and Technology

North Macedonia

1

Ss. Cyril and Methodius University of Skopje

Norway

5

Norwegian University of Science and Technology University of Agder University of Bergen University of Oslo University of Stavanger

Oman

2

German University of Technology in Oman Sultan Qaboos University

Pakistan

5

Lahore University of Management Sciences National University of Sciences and Technology Quaid-i-Azam University University of Engineering and Technology Lahore University of the Punjab

Palau

1

Palau Community College

Palestine

2

An-Najah National University Birzeit University

Panama

2

Technological University of Panama University of Panama

Papua New Guinea

2

PNG University of Technology University of Papua New Guinea

Paraguay

1

National University of Asunción

Peru

2

Pontifical Catholic University of Peru Universidad Nacional Mayor de San Marcos

Philippines

6

Ateneo de Manila University De La Salle University Mapúa University University of San Carlos University of Santo Tomas University of the Philippines

Poland

5

Adam Mickiewicz University AGH University of Science and Technology Jagiellonian University University of Warsaw Warsaw University of Technology

Portugal

6

NOVA University Lisbon University of Aveiro University of Coimbra University of Lisbon University of Minho University of Porto

Qatar

2

Hamad Bin Khalifa University Qatar University

Romania

2

Babeș-Bolyai University University of Bucharest

Russia

11

Bauman Moscow State Technical University Far Eastern Federal University Higher School of Economics ITMO University Kazan Federal University Lomonosov Moscow State University Novosibirsk State University Peoples' Friendship University of Russia Saint Petersburg State University Tomsk State University Ural Federal University

Rwanda

1

University of Rwanda

Saint Kitts and Nevis

1

University of Medicine and Health Sciences St. Kitts

Saint Lucia

1

Sir Arthur Lewis Community College

Saint Vincent and the Grenadines

1

St. Vincent and the Grenadines Community College

Samoa

1

National University of Samoa

San Marino

1

University of San Marino

Sao Tome and Principe

1

University of São Tomé and Príncipe

Saudi Arabia

5

King Abdulaziz University King Abdullah University of Science and Technology King Fahd University of Petroleum and Minerals King Saud University Umm Al-Qura University

Senegal

2

Cheikh Anta Diop University Gaston Berger University

Serbia

2

University of Belgrade University of Novi Sad

Seychelles

1

University of Seychelles

Sierra Leone

2

Fourah Bay College Njala University

Singapore

4

Nanyang Technological University National University of Singapore Singapore Management University Singapore University of Technology and Design

Slovakia

2

Comenius University Bratislava Slovak University of Technology

Slovenia

2

University of Ljubljana University of Maribor

Solomon Islands

1

Solomon Islands National University

Somalia

1

Somali National University

South Africa

8

North-West University Rhodes University Stellenbosch University University of Cape Town University of Johannesburg University of KwaZulu-Natal University of Pretoria University of the Witwatersrand

South Korea

18

Chonnam National University Chung-Ang University Dongguk University Ewha Womans University Hanyang University Inha University Konkuk University Kookmin University Korea Advanced Institute of Science and Technology Korea University Kyung Hee University Kyungpook National University Pohang University of Science and Technology Seoul National University Sogang University Sungkyunkwan University Ulsan National Institute of Science and Technology Yonsei University

South Sudan

1

University of Juba

Spain

17

Autonomous University of Barcelona Autonomous University of Madrid Carlos III University of Madrid Complutense University of Madrid Polytechnic University of Madrid Pompeu Fabra University University of Alcalá University of Barcelona University of Granada University of Malaga University of Navarra University of Salamanca University of Seville University of the Basque Country University of Valencia University of Vigo University of Zaragoza

Sri Lanka

2

University of Colombo University of Peradeniya

Sudan

2

Sudan University of Science and Technology University of Khartoum

Suriname

1

Anton de Kom University of Suriname

Sweden

8

Chalmers University of Technology KTH Royal Institute of Technology Linköping University Lund University Stockholm University Umeå University University of Gothenburg Uppsala University

Switzerland

9

EPFL ETH Zurich University of Basel University of Bern University of Fribourg University of Geneva University of Lausanne University of St. Gallen University of Zurich

Syria

2

Damascus University University of Aleppo

Taiwan

6

National Cheng Kung University National Chengchi University National Sun Yat-sen University National Taiwan University National Tsing Hua University National Yang Ming Chiao Tung University

Tajikistan

1

Tajik National University

Tanzania

2

Sokoine University of Agriculture University of Dar es Salaam

Thailand

6

Chiang Mai University Chulalongkorn University Kasetsart University King Mongkut's University of Technology Thonburi Mahidol University Thammasat University

Timor-Leste

1

National University of Timor Lorosa'e

Togo

1

University of Lomé

Tonga

1

University of the South Pacific, Tonga Campus

Trinidad and Tobago

2

University of the West Indies, St. Augustine University of Trinidad and Tobago

Tunisia

2

University of Carthage University of Tunis El Manar

Turkey

10

Ankara University Bilkent University Boğaziçi University Ege University Hacettepe University Istanbul Technical University Koç University Middle East Technical University Sabancı University Yıldız Technical University

Turkmenistan

1

Magtymguly Turkmen State University

Tuvalu

1

University of the South Pacific, Tuvalu Campus

Uganda

2

Makerere University Mbarara University of Science and Technology

Ukraine

2

Kyiv Polytechnic Institute Taras Shevchenko National University of Kyiv

United Arab Emirates

5

American University of Dubai American University of Sharjah Khalifa University United Arab Emirates University Zayed University

United Kingdom

50

Aston University Bangor University Brunel University London Cardiff University City, University of London Coventry University Durham University Heriot-Watt University Imperial College London King's College London Lancaster University London School of Economics Loughborough University Newcastle University Queen Mary University of London Queen's University Belfast Royal Holloway, University of London Swansea University Ulster University University College London University of Aberdeen University of Bath University of Birmingham University of Bristol University of Cambridge University of Dundee University of East Anglia University of Edinburgh University of Essex University of Exeter University of Glasgow University of Hull University of Kent University of Leeds University of Leicester University of Liverpool University of Manchester University of Nottingham University of Oxford University of Portsmouth University of Reading University of Sheffield University of Southampton University of St Andrews University of Stirling University of Strathclyde University of Surrey University of Sussex University of Warwick University of York

United States

88

Arizona State University Auburn University Baylor University Boston University Brandeis University Brown University California Institute of Technology Carnegie Mellon University Case Western Reserve University Clemson University Colorado State University Columbia University Cornell University Dartmouth College Duke University Emory University George Washington University Georgetown University Georgia Institute of Technology Harvard University Indiana University Bloomington Iowa State University Johns Hopkins University Massachusetts Institute of Technology Michigan State University New York University North Carolina State University Northeastern University Northwestern University Ohio State University Pennsylvania State University Princeton University Purdue University Rice University Rutgers University Stanford University Stony Brook University Syracuse University Temple University Texas A&M University Texas Tech University Tufts University University of Alabama University of Arizona University of California Berkeley University of California Davis University of California Irvine University of California Los Angeles University of California San Diego University of California Santa Barbara University of Central Florida University of Chicago University of Cincinnati University of Colorado Boulder University of Connecticut University of Florida University of Georgia University of Houston University of Illinois Urbana-Champaign University of Iowa University of Kansas University of Kentucky University of Maryland University of Massachusetts Amherst University of Miami University of Michigan University of Minnesota University of Missouri University of Nebraska-Lincoln University of North Carolina at Chapel Hill University of Notre Dame University of Oregon University of Pennsylvania University of Pittsburgh University of Rochester University of South Carolina University of Southern California University of Tennessee University of Texas at Austin University of Utah University of Virginia University of Washington University of Wisconsin-Madison Vanderbilt University Virginia Tech Wake Forest University Washington University in St. Louis Yale University

Uruguay

2

Universidad ORT Uruguay University of the Republic

Uzbekistan

2

National University of Uzbekistan Tashkent University of Information Technologies

Vanuatu

1

National University of Vanuatu

Vatican City

1

Pontifical Gregorian University

Venezuela

2

Central University of Venezuela Simón Bolívar University

Vietnam

47

Academy of Finance Banking Academy of Vietnam Can Tho University Diplomatic Academy of Vietnam Duy Tan University Electric Power University Foreign Trade University FPT University Hanoi Architectural University Hanoi Law University Hanoi Medical University Hanoi National University of Education Hanoi University Hanoi University of Industry Hanoi University of Science and Technology Ho Chi Minh City University of Technology Ho Chi Minh City University of Technology (HUTECH) Hoa Sen University Hong Bang International University Hue University Industrial University of Ho Chi Minh City National Economics University Nguyen Tat Thanh University Nong Lam University Posts and Telecommunications Institute of Technology RMIT University Vietnam Thai Nguyen University Thuongmai University Thuyloi University Ton Duc Thang University University of Danang University of Economics Ho Chi Minh City University of Medicine and Pharmacy at Ho Chi Minh City University of Social Sciences and Humanities, Hanoi University of Social Sciences and Humanities, Ho Chi Minh City University of Transport and Communications Van Lang University Vietnam Maritime University Vietnam National University Hanoi Vietnam National University Ho Chi Minh City Vietnam National University of Agriculture Vietnamese-German University Vinh University VNU University of Economics and Business VNU University of Engineering and Technology VNU University of Science, Hanoi VNU University of Science, Ho Chi Minh City

Yemen

2

Sana'a University University of Aden

Zambia

2

Copperbelt University University of Zambia

Zimbabwe

2

National University of Science and Technology University of Zimbabwe

Technology

130

Adobe Advantest Airbnb Akamai Technologies Alibaba Alphabet Amazon AMD Analog Devices Anthropic Apple Applied Materials Arm Holdings Asana ASML Atlassian Autodesk Baidu Box Broadcom ByteDance Cadence Design Systems Canon Check Point Software Technologies Cisco Cloudflare Coupang CrowdStrike Databricks Datadog Dell Technologies DocuSign Dropbox eBay Elastic Ericsson F5 Fortinet Foxconn Fujitsu Garmin GlobalFoundries Google Grab Hitachi HP Huawei HubSpot IBM Infineon Technologies Intel Intuit JD.com KLA Corporation Lam Research Lenovo LG Electronics Logitech Marvell Technology McAfee MediaTek Meituan MercadoLibre Meta Microchip Technology Micron Technology Microsoft MongoDB Murata Manufacturing Naver NEC Corporation NetApp NetEase Netflix Nintendo Nokia Nutanix NVIDIA NXP Semiconductors Okta ON Semiconductor OpenAI Oracle Palantir Technologies Palo Alto Networks Panasonic PDD Holdings Pinterest Pure Storage Qualcomm Rakuten Reddit Renesas Electronics Salesforce Samsung Electronics SAP Sea Limited Seagate Technology ServiceNow Sharp Corporation Shopify SK Hynix Skyworks Solutions Snap Snowflake Sony Spotify STMicroelectronics Synopsys TDK Corporation Tencent Tesla Texas Instruments Tokyo Electron Toshiba Trend Micro TSMC Twilio Uber UiPath UMC VMware Western Digital Workday X Xiaomi Yahoo Zendesk Zoom Zscaler

Financial Services

130

Adyen Aflac Agricultural Bank of China AIA Group AIG Allianz Allstate American Express Ameriprise Financial Amundi Ant Group ANZ Group Apollo Global Management Ares Management Aviva AXA Banco Bradesco Banco Santander Bank of America Bank of China Bank of Communications Bank of Montreal Barclays BBVA Berkshire Hathaway BlackRock Block BNP Paribas BNY Mellon Brookfield Asset Management Capital Group Capital One Carlyle Group CBOE Global Markets Charles Schwab China Construction Bank China Life Insurance China Merchants Bank Chubb CIBC Citigroup CME Group Coinbase Commerzbank Commonwealth Bank of Australia Credit Agricole Dai-ichi Life DBS Bank Deutsche Bank Deutsche Börse Euronext Fifth Third Bank First Abu Dhabi Bank FIS Fiserv Franklin Templeton Generali Global Payments Goldman Sachs Hannover Re Hong Kong Exchanges and Clearing HSBC ICBC ING Group Intesa Sanpaolo Invesco Itaú Unibanco Janus Henderson Japan Exchange Group JPMorgan Chase KKR Klarna Legal & General Liberty Mutual Lloyds Banking Group London Stock Exchange Group Manulife Mastercard MetLife Mitsubishi UFJ Financial Group Mizuho Financial Group Morgan Stanley Munich Re Nasdaq National Australia Bank NatWest Group New York Life Nomura Holdings Northern Trust NYSE OCBC Bank PayPal PIMCO Ping An Insurance PNC Financial Services Postal Savings Bank of China Progressive Prudential Financial QBE Insurance Rabobank Revolut Robinhood Royal Bank of Canada Schroders Scotiabank Shanghai Stock Exchange Société Générale SoFi Technologies Standard Chartered State Street Stripe Sumitomo Mitsui Financial Group Sun Life Financial Swiss Re Synchrony Financial T. Rowe Price TD Bank Tokio Marine Travelers Companies Truist Financial UBS UniCredit UnionPay United Overseas Bank US Bancorp Visa Wells Fargo Westpac Wise Zurich Insurance Group

Consumer & Retail

89

Adidas Ahold Delhaize Albertsons Aldi Alimentation Couche-Tard Altria Group Anheuser-Busch InBev Archer-Daniels-Midland Asahi Group Auchan Best Buy British American Tobacco Bunge Burberry Carrefour Chanel Clorox Coca-Cola Coles Group Colgate-Palmolive Constellation Brands Costco Danone Diageo Dollar General Dollar Tree Estée Lauder Fast Retailing Ferrero Gap General Mills Gucci H&M Heineken Henkel Hermès Hershey Home Depot IKEA Inditex Japan Tobacco JBS Kao Corporation Kellanova Kering Kimberly-Clark Kraft Heinz Kroger L'Oréal Levi Strauss & Co. Lidl Loblaw Lowe's LVMH Macy's Marks & Spencer Mars Moncler Mondelez International Nestlé Nike Nordstrom PepsiCo Pernod Ricard Philip Morris International Prada Procter & Gamble Publix Puma PVH Ralph Lauren Reckitt Benckiser Rewe Group Richemont Ross Stores Seven & I Holdings Suntory Swatch Group Target Tesco TJX Companies Tyson Foods Under Armour Unilever VF Corporation Walgreens Boots Alliance Walmart Wilmar International Woolworths Group

Healthcare & Pharma

85

Abbott AbbVie Alcon Amgen Ascension Astellas Pharma AstraZeneca Baxter International Bayer Becton Dickinson BeiGene Boehringer Ingelheim Boston Scientific Bristol Myers Squibb Cardinal Health Catalent Cencora Centene Corporation Charles River Laboratories Chugai Pharmaceutical Cigna Cleveland Clinic Coloplast CSL CVS Health Daiichi Sankyo Danaher DaVita Dexcom Edwards Lifesciences Eisai Elevance Health Eli Lilly and Company Fresenius Fresenius Medical Care GE HealthCare Gilead Sciences Grifols GSK Haleon HCA Healthcare Henry Schein Hikma Pharmaceuticals Hologic Humana IDEXX Laboratories Illumina Intuitive Surgical IQVIA Johnson & Johnson Kaiser Permanente Kenvue LabCorp Lonza Mayo Clinic McKesson Corporation Medtronic Merck Moderna Molina Healthcare Novartis Novo Nordisk Organon Otsuka Pharmaceutical Pfizer Quest Diagnostics Regeneron Pharmaceuticals ResMed Roche Sandoz Sanofi Siemens Healthineers Sinopharm Smith & Nephew Stryker Takeda Pharmaceutical Tenet Healthcare Teva Pharmaceutical Industries Thermo Fisher Scientific UnitedHealth Group Vertex Pharmaceuticals Viatris WuXi AppTec Zimmer Biomet Zoetis

Energy & Resources

70

Agnico Eagle Mines Air Liquide Air Products Albemarle American Electric Power Anglo American Antofagasta Baker Hughes Barrick Gold BASF BHP BP Canadian Natural Resources Chevron CNOOC ConocoPhillips Dominion Energy Dow Duke Energy DuPont E.ON EDF Enel Engie Eni Equinor Exelon ExxonMobil Fortescue Freeport-McMoRan Gazprom Glencore Halliburton Iberdrola Kinder Morgan Linde Lukoil LyondellBasell Marathon Petroleum National Grid Newmont NextEra Energy Nutrien Occidental Petroleum Petrobras PetroChina Phillips 66 QatarEnergy Reliance Industries Repsol Rio Tinto RWE SABIC Saudi Aramco Shell Sinopec SLB Southern Company Southern Copper State Grid Corporation of China Suncor Energy Teck Resources TEPCO TotalEnergies Vale Valero Energy Williams Companies Woodside Energy Yara Zijin Mining

Industrial & Manufacturing

99

3M ABB AGCO Airbus BAE Systems BMW Boeing Bombardier Bosch BYD Caterpillar Chery CNH Industrial Continental AG Cummins Curtiss-Wright Daimler Truck Dassault Aviation Deere & Company Delta Electronics Doosan Dover Corporation Eaton Elbit Systems Electrolux Embraer Emerson Electric Fanuc Flowserve Ford Motor Company Fortive GE Vernova Geely General Dynamics General Electric General Motors Great Wall Motors Gree Electric Haier Honda Honeywell Hubbell Hyundai Heavy Industries Hyundai Motor Company IDEX Corporation Illinois Tool Works Ingersoll Rand International Motors JCB Kia Komatsu Kubota L3Harris Technologies Legrand Leonardo Liebherr Lockheed Martin MAN Mazda Mercedes-Benz Group Midea Group Mitsubishi Electric Mitsubishi Heavy Industries Nidec Nissan Northrop Grumman PACCAR Parker Hannifin Raytheon Technologies Renault Rheinmetall Rockwell Automation Rolls-Royce Holdings Roper Technologies Saab AB Safran SAIC Motor Sany Group Scania Schneider Electric Siemens Siemens Energy Stellantis Subaru Suzuki Tata Motors Terex Textron Thales Group Thyssenkrupp Toyota Volkswagen Volvo Cars Volvo Group Whirlpool XCMG Xylem Yaskawa Electric Zoomlion

Telecom & Media

65

América Móvil AT&T Axel Springer Bell Canada Bertelsmann Bharti Airtel Bloomberg BT Group Charter Communications China Mobile China Telecom China Unicom Comcast Condé Nast Dentsu Deutsche Telekom Disney Etisalat Fox Corporation Hearst iHeartMedia Interpublic Group ITV KDDI KPN KT Corporation Liberty Global Lionsgate MTN Group NBCUniversal New York Times News Corp Nexstar Media Group NTT Omnicom Group Orange Paramount Global PLDT ProSiebenSat.1 Publicis Groupe Reliance Jio RELX Rogers Communications Roku RTL Group Sinclair Broadcast Group Singtel Sirius XM SK Telecom SoftBank STC Swisscom T-Mobile US Telefónica Telenor TelevisaUnivision Telia Company Telstra Telus TF1 Thomson Reuters Turkcell Verizon Vodafone Warner Bros. Discovery

Consulting & Professional Services

55

Accenture Adecco Group Aon Arthur J. Gallagher ASGN Incorporated Atos Bain & Company BDO Booz Allen Hamilton Boston Consulting Group Capgemini Cognizant Crowe Deloitte Endava EPAM Systems EY Forrester Research FTI Consulting Gartner Genpact Globant Grant Thornton Hays HCLTech Heidrick & Struggles Infosys Kearney Kelly Services Korn Ferry KPMG Kyndryl L.E.K. Consulting LTIMindtree ManpowerGroup Marsh McLennan McKinsey & Company Mercer Mphasis NTT Data Oliver Wyman PageGroup PwC Randstad Recruit Holdings Robert Half Roland Berger RSM International Sopra Steria Tata Consultancy Services Tech Mahindra Unisys Willis Towers Watson Wipro WPP

Construction & Real Estate

45

ACS Group AECOM Balfour Beatty Bechtel Bouygues Brookfield CapitaLand CBRE China Communications Construction Company China Railway Construction Corporation China Railway Group China State Construction China Vanke Colliers International Country Garden CRH Cushman & Wakefield D.R. Horton Daiwa House DLF DPR Construction Emaar Properties Ferrovial Fluor HeidelbergCement Hochtief Holcim Hyundai Engineering & Construction Jones Lang LaSalle Kajima Larsen & Toubro Lendlease Lennar Mitsubishi Estate Mitsui Fudosan Obayashi Corporation PowerChina Prologis Shimizu Corporation Simon Property Group Skanska Sun Hung Kai Properties Taisei Corporation Turner Construction Vinci

Education

35

2U Blackboard Byju's Chegg Coursera Duolingo edX EF Education First ETH Zurich ETS GEMS Education Harvard University Instructure Kaplan Khan Academy Kumon Laureate Education LinkedIn Learning MIT National University of Singapore New Oriental Education & Technology Group Nord Anglia Education Pearson Peking University Princeton Review Skillsoft Stanford University TAL Education Group Tsinghua University Udacity Udemy University of Cambridge University of Oxford University of Tokyo VIPKid

Government & Public Sector

35

African Union ASEAN Centers for Disease Control and Prevention Central Intelligence Agency European Central Bank European Commission European Space Agency European Union Europol Federal Bureau of Investigation Federal Reserve GCHQ Internal Revenue Service International Atomic Energy Agency International Monetary Fund Interpol MI6 NASA National Security Agency NATO OECD OPEC UNDP UNESCO UNHCR United Nations US Department of Defense US Department of Energy US Department of Homeland Security US Department of Justice US Department of State US Department of the Treasury World Bank World Health Organization World Trade Organization

Transport & Logistics

55

Air Canada Air France-KLM American Airlines ANA Holdings BNSF Railway C.H. Robinson Canada Post Canadian National Railway Canadian Pacific Kansas City Cathay Pacific China COSCO Shipping China Eastern Airlines China Southern Airlines CMA CGM CSX Corporation DB Schenker Delta Air Lines Deutsche Bahn DHL DSV Emirates Evergreen Marine Expeditors International FedEx GXO Logistics Hapag-Lloyd HMM International Airlines Group J.B. Hunt Japan Post Kuehne+Nagel La Poste LATAM Airlines Group Lufthansa Group Maersk Mitsui O.S.K. Lines MSC Nippon Yusen Norfolk Southern Ocean Network Express Qantas Qatar Airways Royal Mail Ryanair SF Express Singapore Airlines Sinotrans SNCF Southwest Airlines Turkish Airlines Union Pacific United Airlines United States Postal Service UPS XPO Logistics

Hospitality & Travel

50

Accor Aramark Best Western Booking Holdings Carnival Corporation Chick-fil-A Chipotle Mexican Grill Choice Hotels Club Med Compass Group Costa Coffee Despegar Domino's Pizza Dunkin' eDreams ODIGEO Expedia Group Four Seasons Hotels and Resorts H World Group Hilton Hyatt Hotels InterContinental Hotels Group Jin Jiang International MakeMyTrip Marriott International McDonald's Meliá Hotels International MSC Cruises NH Hotel Group Norwegian Cruise Line Holdings OYO Panera Bread Papa John's Radisson Hotel Group Restaurant Brands International Royal Caribbean Group Shangri-La Hotels and Resorts Skyscanner Sodexo Starbucks Subway Travel + Leisure Co. Travelport Trip.com Group TripAdvisor Trivago TUI Group Vail Resorts Wendy's Wyndham Hotels & Resorts Yum! Brands

Non-Profit & Social

35

American Red Cross Amnesty International Bill & Melinda Gates Foundation Bloomberg Philanthropies CARE International Catholic Relief Services ChildFund International Conservation International Doctors Without Borders Feeding America Ford Foundation Greenpeace Habitat for Humanity Human Rights Watch International Committee of the Red Cross International Rescue Committee Islamic Relief Worldwide Mercy Corps Nature Conservancy Open Society Foundations Oxfam Plan International Red Cross Rockefeller Foundation Room to Read Salvation Army Save the Children Special Olympics UNICEF United Way Wellcome Trust Wikimedia Foundation World Food Programme World Vision WWF

Other

44

3G Capital Bet365 Blackstone Caesars Entertainment China Merchants Group China Resources CITIC Group CK Hutchison Holdings COFCO DraftKings DXC Technology Entain Exor Fidelity Investments Flutter Entertainment Galaxy Entertainment Group Genting Group Groupe Bruxelles Lambert Icahn Enterprises International Game Technology Investor AB ITOCHU Corporation Jardine Matheson Koch Industries Las Vegas Sands Loews Corporation Marubeni Melco Resorts & Entertainment MGM Resorts International Mitsubishi Corporation Mitsui & Co. Naspers Prosus Sinochem SJM Holdings SoftBank Vision Fund Sojitz State Farm Sumitomo Corporation Tata Group Temasek Vanguard Wesfarmers Wynn Resorts