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City · United States

Research in Fredericksburg

Science Explorer records 11 research institutions in Fredericksburg, United States. The highest-ranked on research quality in 2022–2025 are Internet Society and University of Mary Washington.

Research institutions
11
2 of them ranked worldwide
Research works
3.6k
▼ 22% vs 2013–17
Top-10% rate, 2022–2025
12.6%
record average 16.5%

A city carries no overall standing here. The composite score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.

Which research institutions are in Fredericksburg?

#InstitutionWorksAgainst the largest hereWorld rank
1Internet SocietyNonprofit 1,581 #18,101
2University of Mary WashingtonUniversity 1,533 #19,402
3IST ResearchInstitution 352 #15,710 all time
4Mary Washington HospitalHospital / health system 99 not ranked
5McQ (United States)Company 32 not ranked
6Hematology Oncology Associates of FredericksburgHospital / health system 20 not ranked
7SimVentions (United States)Company 7 not ranked
8JRM Technologies (United States)Company 6 not ranked
9SDS International (United States)Company 4 not ranked
10Central Rappahannock Regional LibraryArchive 2 not ranked
11Durbin Group (United States)Company 1 not ranked

By fractional works over the whole record; world rank on research quality in 2022–2025. Bars are scaled to the largest institution in this city, not to anything off the page.

How concentrated the city is

The same institutions as shares of everything the list accounts for. A city that is one university and a city that is twelve read alike as a table and not at all alike here.

Internet Society: 43.5%University of Mary Washington: 42.2%IST Research: 9.7%Mary Washington Hospital: 2.7%7 others listed: 2.0%43%largest
Internet Society1,581 · 43.5%University of Mary Washington1,533 · 42.2%IST Research352 · 9.7%Mary Washington Hospital99 · 2.7%7 others listed72 · 2.0%

Shares of the rows listed above, not of the whole node.

Which keywords describe research in Fredericksburg?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Artificial Intelligence, Big Data, Surveillance, Ethics, Discrimination, Machine Learning, Social Media and Identity.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this city's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Artificial Intelligence26▲ 4.4×26 topics
  2. Machine Learning26▲ 1.83×33 topics
  3. Big Data20▲ 5.1×16 topics
  4. Social Media19▲ 3.0×23 topics
  5. Surveillance16▲ 14×6 topics
  6. Ethics15▲ 7.2×14 topics
  7. Globalization14▲ 1.70×38 topics
  8. Identity14▲ 4.4×23 topics
  9. Mental Health14▲ 2.2×27 topics
  10. Discrimination13▲ 15×5 topics
  11. Gender12▲ 5.3×20 topics
  12. Colonialism12▲ 5.7×19 topics
  13. Nationalism11▲ 5.8×14 topics
  14. Literature11▲ 4.6×17 topics
  15. Innovation10▲ 2.3×18 topics
  16. History10▲ 3.3×15 topics
  17. Accountability10▲ 21×3 topics
  18. Healthcare10▲ 1.96×14 topics
  19. Transparency9▲ 18×3 topics
  20. Fairness9▲ 24×2 topics
  21. Algorithmic Bias9▲ 30×1 topic
  22. Religion9▲ 4.3×12 topics
  23. Democracy8▲ 5.4×12 topics
  24. Feminism8▲ 6.7×9 topics
  25. Digital Divide8▲ 7.1×7 topics
  26. Digitalization6▲ 7.5×6 topics
  27. Online Communication6▲ 9.6×3 topics
  28. Copyright6▲ 54×2 topics
  29. Trust6▲ 5.2×10 topics
  30. Political Participation6▲ 16×2 topics
  31. Ethical Issues6▲ 13×5 topics
  32. Intersectionality6▲ 7.4×4 topics
  33. Regulatory Challenges5▲ 14×4 topics
  34. Privacy Concerns5▲ 15×3 topics
  35. Innovation Policy5▲ 12×2 topics
  36. Civic Engagement5▲ 7.2×2 topics
  37. Cyberbiosecurity5▲ 54×1 topic
  38. Legal Implications5▲ 14×1 topic
  39. Deliberative Democracy5▲ 14×1 topic
  40. Media Use5▲ 18×1 topic

What research is done in Fredericksburg?

Ethics and Social Impact…9Ethics and Social Impacts of AI: 9 fractional worksLaw, AI, and Intellectual Property: 5 fractional worksSocial Media and Politics5Social Media and Politics: 5 fractional worksPrivacy, Security, and D…4Privacy, Security, and Data Protection: 4 fractional worksDigital Economy and Work Transformation: 4 fractional worksBig Data and Business Intelligence: 3 fractional worksCybersecurity and Cyber …3Cybersecurity and Cyber Warfare Studies: 3 fractional worksArtificial Intelligence in Healthcare and Education: 3 fractional worksHate Speech and Cyberbullying Detection: 2 fractional worksEducator Training and Historical Pedagogy: 2 fractional works
Safety ResearchArtificial IntelligenceCommunicationSociology and Political Science3 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Ethics and Social Impacts of AI Safety Research 9 works
  2. 2 Law, AI, and Intellectual Property Artificial Intelligence 5 works
  3. 3 Social Media and Politics Communication 5 works
  4. 4 Privacy, Security, and Data Protection Sociology and Political Science 4 works
  5. 5 Digital Economy and Work Transformation Sociology and Political Science 4 works
  6. 6 Big Data and Business Intelligence Management Information Systems 3 works
  7. 7 Cybersecurity and Cyber Warfare Studies Political Science and International Relations 3 works
  8. 8 Artificial Intelligence in Healthcare and Education Health Informatics 3 works
  9. 9 Hate Speech and Cyberbullying Detection Artificial Intelligence 2 works
  10. 10 Educator Training and Historical Pedagogy Sociology and Political Science 2 works

Research output over time

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more.