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Institution · Cairo · Egypt

Edge Foundation

edgefound.orgROR OpenAlex
World rank, 2022–2025
#18,387
of 28,054 · #36,714 all time
Rank in Egypt
#103
of 123
Research works
137
▲ 164% vs 2013–17
Citations
991
7.2 per fractional work
Top-10% rate
9.4%
record average 16.5%
Open access
47%
world 28%

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 0.67× its world share, 2 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.97× its world share, 4 worksBiochemistry, Geneti…Neuroscience: 1.18× its world share, 1 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 7.65× its world share, 2 worksPharmacology, Toxico…Chemistry: 1.06× its world share, 1 worksChemistryComputer Science: 2.02× its world share, 10 worksComputer ScienceEnergy: 0.76× its world share, 0 worksEnergyEngineering: 1.05× its world share, 11 worksEngineeringEnvironmental Science: 1.19× its world share, 4 worksEnvironmental ScienceMaterials Science: 0.76× its world share, 2 worksMaterials ScienceMathematics: 1.04× its world share, 1 worksMathematicsPhysics and Astronomy: 0.97× its world share, 1 worksPhysics and AstronomyDentistry: 1.54× its world share, 0 worksDentistryHealth Professions: 0.28× its world share, 0 worksHealth ProfessionsMedicine: 0.65× its world share, 8 worksMedicineNursing: 2.29× its world share, 1 worksNursingArts and Humanities: 1.31× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 0.63× its world share, 1 worksBusiness, Management…Decision Sciences: 2.55× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 1.31× its world share, 2 worksEconomics, Econometr…Psychology: 2.07× its world share, 4 worksPsychologySocial Sciences: 0.68× its world share, 6 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Pharmacology, Toxicology and Pharmaceutics, 7.7×. Every wedge is a field page.

Which keywords describe research at Edge Foundation?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Antioxidant, Neural Networks, Text Classification, Toxicity, Pharmacology and Bioactive Compounds.

▲ 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 institution'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. Machine Learning6▲ 3.0×25 topics
  2. Deep Learning6▲ 2.6×23 topics
  3. Neural Networks3▲ 3.1×12 topics
  4. Antioxidant3▲ 6.0×14 topics
  5. Artificial Intelligence2▲ 2.4×6 topics
  6. Nanoparticles2▲ 2.6×11 topics
  7. Cancer2▲ 2.2×10 topics
  8. Mental Health2▲ 2.0×6 topics
  9. Sustainability2▲ 1.23×10 topics
  10. Inflammation2▲ 1.19×13 topics
  11. Toxicity2▲ 5.9×9 topics
  12. Environmental Impact2▲ 1.37×7 topics
  13. Remote Sensing2▲ 1.94×5 topics
  14. Internet of Things2▲ 2.6×5 topics
  15. Pharmacology2▲ 9.0×8 topics
  16. Text Classification2▲ 14×3 topics
  17. Bioactive Compounds1▲ 8.4×5 topics
  18. Biomedical Applications1▲ 1.77×9 topics
  19. Wireless Sensor Networks1▲ 4.5×4 topics
  20. Anti-inflammatory1▲ 6.9×7 topics
  21. Flavonoids1▲ 7.3×3 topics
  22. Information Retrieval1▲ 8.9×3 topics
  23. IoT1▲ 5.0×4 topics
  24. Pharmacokinetics1▲ 7.4×7 topics
  25. Support Vector Machines1▲ 5.9×4 topics
  26. Antioxidants1▲ 4.0×4 topics
  27. Apoptosis1▲ 5.7×6 topics
  28. Big Data Analytics1▲ 8.1×2 topics
  29. Health Effects1▲ 2.9×4 topics
  30. Neuroprotective1▲ 11×7 topics
  31. Security1▲ 2.7×3 topics
  32. Emotion Recognition1▲ 8.5×3 topics
  33. Heat Transfer1▲ 3.2×4 topics
  34. Natural Language Processing1▲ 7.2×5 topics
  35. Smart Cities1▲ 6.1×3 topics
  36. Bioaccumulation1▲ 17×2 topics
  37. Insulin Resistance1▲ 3.3×2 topics
  38. Medicinal Plants1▲ 3.8×3 topics
  39. Private Tutoring1▲ 120×1 topic
  40. Shadow Education1▲ 120×1 topic

Which research topics does Edge Foundation publish most on?

By volume in 2022–2025: Global Educational Reforms and Inequalities, Grief, Bereavement, and Mental Health, Internet of Things and AI and Gyrotron and Vacuum Electronics Research.

Global Educational Refor…1Global Educational Reforms and Inequalities: 1 fractional worksGrief, Bereavement, and …1Grief, Bereavement, and Mental Health: 1 fractional worksInternet of Things and AI: 1 fractional worksGyrotron and Vacuum Elec…1Gyrotron and Vacuum Electronics Research: 1 fractional worksNatural Antidiabetic Age…1Natural Antidiabetic Agents Studies: 1 fractional worksEmotion and Mood Recognition: 1 fractional worksTopic Modeling: 1 fractional worksStock Market Forecasting…1Stock Market Forecasting Methods: 1 fractional worksAuthorship Attribution and Profiling: 1 fractional worksNanoplatforms for cancer theranostics: 0 fractional works
DemographyClinical PsychologyInformation SystemsAtomic and Molecular Physics, and Optics5 others

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

  1. 1 Global Educational Reforms and InequalitiesDemography 1 works
  2. 2 Grief, Bereavement, and Mental HealthClinical Psychology 1 works
  3. 3 Internet of Things and AIInformation Systems 1 works
  4. 4 Gyrotron and Vacuum Electronics ResearchAtomic and Molecular Physics, and Optics 1 works
  5. 5 Natural Antidiabetic Agents StudiesEndocrinology, Diabetes and Metabolism 1 works
  6. 6 Emotion and Mood RecognitionExperimental and Cognitive Psychology 1 works
  7. 7 Topic ModelingArtificial Intelligence 1 works
  8. 8 Stock Market Forecasting MethodsManagement Science and Operations Research 1 works
  9. 9 Authorship Attribution and ProfilingArtificial Intelligence 1 works
  10. 10 Nanoplatforms for cancer theranosticsBiomedical Engineering 0 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available47.0%not open53.0%

World: 28% of research is openly available.

with international co-authors59.0%domestic only41.0%

World: 19% is written across borders.

How has Edge Foundation's research output changed?

Output in 2018–2022 was 164% higher than in 2013–2017.

199520002005201020152020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Cairo

All research institutions in Cairo

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.