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City · Morocco

Research in Marrakesh

Science Explorer records 13 research institutions in Marrakesh, Morocco. The highest-ranked on research quality in 2022-now are Université Mohammed VI Polytechnique, Cadi Ayyad University and Sup de Co Marrakech.

Research institutions
13
5 of them ranked worldwide
Research works
20k
▲ 67% vs 2018-21
Citations
169k
8.5 per fractional work, all time
Top-10% rate, 2022-now
15.4%
all institutions 10.0%
Active span
1953-2026
74 years on the record
Marrakesh

A city carries no overall standing here. The quality 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 Marrakesh?

#InstitutionWorksAgainst the largest hereWorld rank
1Cadi Ayyad UniversityUniversity 10,931 #3,663
2Centre Hospitalier Universitaire Mohammed VIHospital / health system 3,793 #19,240
3Université Mohammed VI PolytechniqueUniversity 2,885 #1,260
4Hôpital Militaire AvicenneHospital / health system 1,040 #17,448
5Sup de Co MarrakechUniversity 940 #9,485
6École Normale Supérieure - MarrakechUniversity 178 #26,179 all time
7École Royale de l'Air de MarrakechUniversity 95 not ranked
8Ressources Ingénierie (Morocco)Company 36 not ranked
9École des Hautes Études Économiques et CommercialesUniversity 36 not ranked
10École Supérieure de Management AppliquéUniversity 34 not ranked
11École Supérieure d'Informatique Appliquée à la GestionUniversity 13 not ranked
12Development Centre of the Tensift RegionNonprofit 2 not ranked
13PhotoThermeInstitution 2 not ranked

By fractional works over the whole record; world rank on research quality in 2022-now. 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.

Cadi Ayyad University: 54.7%Centre Hospitalier Universitaire Mohammed VI: 19.0%Université Mohammed VI Polytechnique: 14.4%Hôpital Militaire Avicenne: 5.2%9 others listed: 6.7%55%largest
Cadi Ayyad University11k · 54.7%Centre Hospitalier Universitaire Mohammed VI3,793 · 19.0%Université Mohammed VI Polytechnique2,885 · 14.4%Hôpital Militaire Avicenne1,040 · 5.2%9 others listed1,336 · 6.7%

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

Which fields of science does Marrakesh work in?

In 2022-now, 41% of research in Marrakesh is in Physical Sciences, 32% in Health Sciences. Its largest fields are Medicine (30%), Engineering (14%), Computer Science (8%). It does 1.4× the world's share of Health Sciences.

Physical Sciences: 3,750 fractional works · 41.2% of its workEngineering: 1,296 fractional works · 14.2% of its workElectrical and Electronic Engineering: 320 fractional works · 3.5% of its workBiomedical Engineering: 154 fractional works · 1.7% of its workMechanical Engineering: 137 fractional works · 1.5% of its workControl and Systems Engineering: 129 fractional works · 1.4% of its workBuilding and Construction: 109 fractional works · 1.2% of its workAerospace Engineering: 81 fractional works · 0.9% of its workComputational Mechanics: 77 fractional works · 0.9% of its workCivil and Structural Engineering: 77 fractional works · 0.8% of its workIndustrial and Manufacturing Engineering: 54 fractional works · 0.6% of its workAutomotive Engineering: 51 fractional works · 0.6% of its workMechanics of Materials: 44 fractional works · 0.5% of its workMedia Technology: 26 fractional works · 0.3% of its workOcean Engineering: 19 fractional works · 0.2% of its workSmaller subfields together: 18 fractional works · 0.2% of its workComputer Science: 735 fractional works · 8.1% of its workArtificial Intelligence: 249 fractional works · 2.7% of its workComputer Networks and Communications: 111 fractional works · 1.2% of its workInformation Systems: 111 fractional works · 1.2% of its workComputer Vision and Pattern Recognition: 104 fractional works · 1.1% of its workComputational Theory and Mathematics: 76 fractional works · 0.8% of its workComputer Science Applications: 31 fractional works · 0.3% of its workSignal Processing: 30 fractional works · 0.3% of its workSmaller subfields together: 22 fractional works · 0.2% of its workEnvironmental Science: 586 fractional works · 6.4% of its workWater Science and Technology: 126 fractional works · 1.4% of its workGlobal and Planetary Change: 100 fractional works · 1.1% of its workEnvironmental Engineering: 87 fractional works · 1.0% of its workIndustrial and Manufacturing Engineering: 66 fractional works · 0.7% of its workEcology: 50 fractional works · 0.5% of its workPollution: 45 fractional works · 0.5% of its workManagement, Monitoring, Policy and Law: 33 fractional works · 0.4% of its workEnvironmental Chemistry: 31 fractional works · 0.3% of its workHealth, Toxicology and Mutagenesis: 30 fractional works · 0.3% of its workSmaller subfields together: 17 fractional works · 0.2% of its workMaterials Science: 378 fractional works · 4.2% of its workMaterials Chemistry: 207 fractional works · 2.3% of its workBiomaterials: 71 fractional works · 0.8% of its workPolymers and Plastics: 49 fractional works · 0.5% of its workElectronic, Optical and Magnetic Materials: 33 fractional works · 0.4% of its workSmaller subfields together: 18 fractional works · 0.2% of its workEarth and Planetary Sciences: 201 fractional works · 2.2% of its workGeophysics: 77 fractional works · 0.8% of its workAtmospheric Science: 33 fractional works · 0.4% of its workEarth-Surface Processes: 29 fractional works · 0.3% of its workGeochemistry and Petrology: 29 fractional works · 0.3% of its workSmaller subfields together: 34 fractional works · 0.4% of its workMathematics: 155 fractional works · 1.7% of its workApplied Mathematics: 45 fractional works · 0.5% of its workMathematical Physics: 27 fractional works · 0.3% of its workModeling and Simulation: 21 fractional works · 0.2% of its workSmaller subfields together: 62 fractional works · 0.7% of its workChemistry: 139 fractional works · 1.5% of its workOrganic Chemistry: 82 fractional works · 0.9% of its workInorganic Chemistry: 21 fractional works · 0.2% of its workAnalytical Chemistry: 19 fractional works · 0.2% of its workSmaller subfields together: 17 fractional works · 0.2% of its workPhysics and Astronomy: 119 fractional works · 1.3% of its workAtomic and Molecular Physics, and Optics: 31 fractional works · 0.3% of its workNuclear and High Energy Physics: 29 fractional works · 0.3% of its workStatistical and Nonlinear Physics: 26 fractional works · 0.3% of its workAstronomy and Astrophysics: 19 fractional works · 0.2% of its workSmaller subfields together: 14 fractional works · 0.2% of its workEnergy: 114 fractional works · 1.3% of its workRenewable Energy, Sustainability and the Environment: 102 fractional works · 1.1% of its workSmaller subfields together: 12 fractional works · 0.1% of its workChemical Engineering: 28 fractional works · 0.3% of its workHealth Sciences: 2,953 fractional works · 32.5% of its workMedicine: 2,746 fractional works · 30.2% of its workSurgery: 492 fractional works · 5.4% of its workPulmonary and Respiratory Medicine: 272 fractional works · 3.0% of its workEpidemiology: 197 fractional works · 2.2% of its workRheumatology: 155 fractional works · 1.7% of its workOncology: 120 fractional works · 1.3% of its workNeurology: 118 fractional works · 1.3% of its workPathology and Forensic Medicine: 118 fractional works · 1.3% of its workPublic Health, Environmental and Occupational Health: 110 fractional works · 1.2% of its workCardiology and Cardiovascular Medicine: 108 fractional works · 1.2% of its workEndocrinology, Diabetes and Metabolism: 104 fractional works · 1.1% of its workInfectious Diseases: 103 fractional works · 1.1% of its workPhysiology: 86 fractional works · 0.9% of its workRadiology, Nuclear Medicine and Imaging: 77 fractional works · 0.8% of its workDermatology: 74 fractional works · 0.8% of its workGenetics: 53 fractional works · 0.6% of its workOphthalmology: 48 fractional works · 0.5% of its workPediatrics, Perinatology and Child Health: 48 fractional works · 0.5% of its workHematology: 42 fractional works · 0.5% of its workPharmacology: 42 fractional works · 0.5% of its workPsychiatry and Mental health: 38 fractional works · 0.4% of its workNephrology: 35 fractional works · 0.4% of its workEmergency Medicine: 32 fractional works · 0.4% of its workHepatology: 25 fractional works · 0.3% of its workOrthopedics and Sports Medicine: 24 fractional works · 0.3% of its workObstetrics and Gynecology: 24 fractional works · 0.3% of its workOtorhinolaryngology: 20 fractional works · 0.2% of its workGastroenterology: 19 fractional works · 0.2% of its workBiochemistry: 18 fractional works · 0.2% of its workSmaller subfields together: 146 fractional works · 1.6% of its workHealth Professions: 141 fractional works · 1.5% of its workGeneral Health Professions: 64 fractional works · 0.7% of its workSmaller subfields together: 77 fractional works · 0.8% of its workNursing: 36 fractional works · 0.4% of its workNutrition and Dietetics: 32 fractional works · 0.4% of its workSmaller subfields together: 4 fractional works · 0.0% of its workDentistry: 24 fractional works · 0.3% of its workVeterinary: 7 fractional works · 0.1% of its workSocial Sciences: 1,203 fractional works · 13.2% of its workSocial Sciences: 486 fractional works · 5.3% of its workSociology and Political Science: 145 fractional works · 1.6% of its workEducation: 87 fractional works · 1.0% of its workPolitical Science and International Relations: 62 fractional works · 0.7% of its workUrban Studies: 32 fractional works · 0.4% of its workAnthropology: 26 fractional works · 0.3% of its workTransportation: 25 fractional works · 0.3% of its workSmaller subfields together: 109 fractional works · 1.2% of its workBusiness, Management and Accounting: 278 fractional works · 3.1% of its workStrategy and Management: 78 fractional works · 0.9% of its workManagement Information Systems: 47 fractional works · 0.5% of its workAccounting: 45 fractional works · 0.5% of its workOrganizational Behavior and Human Resource Management: 36 fractional works · 0.4% of its workManagement of Technology and Innovation: 36 fractional works · 0.4% of its workMarketing: 23 fractional works · 0.2% of its workSmaller subfields together: 14 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 134 fractional works · 1.5% of its workEconomics and Econometrics: 84 fractional works · 0.9% of its workFinance: 39 fractional works · 0.4% of its workSmaller subfields together: 11 fractional works · 0.1% of its workPsychology: 130 fractional works · 1.4% of its workClinical Psychology: 41 fractional works · 0.5% of its workSocial Psychology: 34 fractional works · 0.4% of its workExperimental and Cognitive Psychology: 29 fractional works · 0.3% of its workDevelopmental and Educational Psychology: 19 fractional works · 0.2% of its workSmaller subfields together: 7 fractional works · 0.1% of its workArts and Humanities: 109 fractional works · 1.2% of its workLanguage and Linguistics: 32 fractional works · 0.4% of its workArcheology: 19 fractional works · 0.2% of its workSmaller subfields together: 58 fractional works · 0.6% of its workDecision Sciences: 65 fractional works · 0.7% of its workManagement Science and Operations Research: 44 fractional works · 0.5% of its workSmaller subfields together: 22 fractional works · 0.2% of its workLife Sciences: 1,187 fractional works · 13.1% of its workAgricultural and Biological Sciences: 664 fractional works · 7.3% of its workPlant Science: 328 fractional works · 3.6% of its workFood Science: 93 fractional works · 1.0% of its workEcology, Evolution, Behavior and Systematics: 75 fractional works · 0.8% of its workSoil Science: 68 fractional works · 0.8% of its workInsect Science: 29 fractional works · 0.3% of its workAgronomy and Crop Science: 26 fractional works · 0.3% of its workSmaller subfields together: 45 fractional works · 0.5% of its workBiochemistry, Genetics and Molecular Biology: 329 fractional works · 3.6% of its workMolecular Biology: 144 fractional works · 1.6% of its workGenetics: 82 fractional works · 0.9% of its workCancer Research: 20 fractional works · 0.2% of its workCell Biology: 19 fractional works · 0.2% of its workSmaller subfields together: 63 fractional works · 0.7% of its workNeuroscience: 84 fractional works · 0.9% of its workCognitive Neuroscience: 24 fractional works · 0.3% of its workNeurology: 23 fractional works · 0.3% of its workCellular and Molecular Neuroscience: 19 fractional works · 0.2% of its workSmaller subfields together: 18 fractional works · 0.2% of its workImmunology and Microbiology: 82 fractional works · 0.9% of its workImmunology: 32 fractional works · 0.4% of its workParasitology: 19 fractional works · 0.2% of its workSmaller subfields together: 30 fractional works · 0.3% of its workPharmacology, Toxicology and Pharmaceutics: 29 fractional works · 0.3% of its workPharmacology: 20 fractional works · 0.2% of its workSmaller subfields together: 9 fractional works · 0.1% of its workALL ITS WORKMarrakesh9,094fractional works, 2022-now
Life Sciences13%Physical Sciences41%Health Sciences32%Social Sciences13%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this city does than the world.

Its 4 domains and 26 fields, with their numbers
    1. Engineering1,29614.2%
    2. Computer Science7358.1%
    3. Environmental Science5866.4%
    4. Materials Science3784.2%
    5. Earth and Planetary Sciences2012.2%
    6. Mathematics1551.7%
    7. Chemistry1391.5%
    8. Physics and Astronomy1191.3%
    9. Energy1141.3%
    10. Chemical Engineering280.3%
  2. Health Sciences2,95332.5%
    1. Medicine2,74630.2%
    2. Health Professions1411.5%
    3. Nursing360.4%
    4. Dentistry240.3%
    5. Veterinary70.1%
  3. Social Sciences1,20313.2%
    1. Social Sciences4865.3%
    2. Business, Management and Accounting2783.1%
    3. Economics, Econometrics and Finance1341.5%
    4. Psychology1301.4%
    5. Arts and Humanities1091.2%
    6. Decision Sciences650.7%
  4. Life Sciences1,18713.1%
    1. Agricultural and Biological Sciences6647.3%
    2. Biochemistry, Genetics and Molecular Biology3293.6%
    3. Neuroscience840.9%
    4. Immunology and Microbiology820.9%
    5. Pharmacology, Toxicology and Pharmaceutics290.3%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What is Marrakesh strongest at in research?

Relative to its size, research in Marrakesh is most concentrated in Rheumatology, Geochemistry and Petrology and Dermatology (3.9× the world share in Rheumatology).

  1. RheumatologySubfield · 139.6 works3.9×
  2. Geochemistry and PetrologySubfield · 24.1 works3.0×
  3. DermatologySubfield · 59.4 works2.9×
  4. Earth-Surface ProcessesSubfield · 26.4 works2.9×
← less than its size predicts1×more →

Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.

The whole field profile

All 26 fields at once: above the ring is more than a place this size would be expected to do. A specialist and a generalist produce the same ranked list and a completely different shape.

Agricultural and Biological Sciences: 1.55× its world share, 572 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.67× its world share, 278 worksBiochemistry, Geneti…Immunology and Microbiology: 0.85× its world share, 66 worksImmunology and Micro…Neuroscience: 0.56× its world share, 70 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.87× its world share, 24 worksPharmacology, Toxico…Chemical Engineering: 0.93× its world share, 25 worksChemical EngineeringChemistry: 1.02× its world share, 124 worksChemistryComputer Science: 1.01× its world share, 611 worksComputer ScienceEarth and Planetary Sciences: 1.43× its world share, 174 worksEarth and Planetary …Energy: 1.28× its world share, 92 worksEnergyEngineering: 0.95× its world share, 1,110 worksEngineeringEnvironmental Science: 1.27× its world share, 492 worksEnvironmental ScienceMaterials Science: 1.19× its world share, 322 worksMaterials ScienceMathematics: 1.50× its world share, 137 worksMathematicsPhysics and Astronomy: 0.61× its world share, 106 worksPhysics and AstronomyDentistry: 0.57× its world share, 21 worksDentistryHealth Professions: 0.62× its world share, 128 worksHealth ProfessionsMedicine: 1.60× its world share, 2,400 worksMedicineNursing: 0.80× its world share, 30 worksNursingVeterinary: 0.62× its world share, 7 worksVeterinaryArts and Humanities: 0.40× its world share, 90 worksArts and HumanitiesBusiness, Management and Accounting: 0.92× its world share, 231 worksBusiness, Management…Decision Sciences: 0.69× its world share, 52 worksDecision SciencesEconomics, Econometrics and Finance: 0.69× its world share, 114 worksEconomics, Econometr…Psychology: 0.43× its world share, 102 worksPsychologySocial Sciences: 0.41× its world share, 400 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Medicine, 1.6×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Medicine1.60×2,400 works
  2. Agricultural and Biological Sciences1.55×572 works
  3. Mathematics1.50×137 works
  4. Earth and Planetary Sciences1.43×174 works
  5. Energy1.28×92 works
  6. Environmental Science1.27×492 works
  7. Materials Science1.19×322 works
  8. Chemistry1.02×124 works
  9. Computer Science1.01×611 works
  10. Engineering0.95×1,110 works
  11. Chemical Engineering0.93×25 works
  12. Business, Management and Accounting0.92×231 works
  13. Pharmacology, Toxicology and Pharmaceutics0.87×24 works
  14. Immunology and Microbiology0.85×66 works
  15. Nursing0.80×30 works
  16. Decision Sciences0.69×52 works
  17. Economics, Econometrics and Finance0.69×114 works
  18. Biochemistry, Genetics and Molecular Biology0.67×278 works
  19. Health Professions0.62×128 works
  20. Veterinary0.62×7 works
  21. Physics and Astronomy0.61×106 works
  22. Dentistry0.57×21 works
  23. Neuroscience0.56×70 works
  24. Psychology0.43×102 works
  25. Social Sciences0.41×400 works
  26. Arts and Humanities0.40×90 works

Which keywords describe research in Marrakesh?

By fractional works in 2022-now, weighted toward what it does more of than the world: Epidemiology, Diagnosis, Machine Learning, Deep Learning, Treatment, Surgical Management, Climate Change and Prognostic Factors.

▲ 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-now 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. Epidemiology571▲ 1.57×131 topics
  2. Machine Learning417▲ 1.38×82 topics
  3. Deep Learning403▲ 1.29×74 topics
  4. Climate Change286▲ 1.16×94 topics
  5. Diagnosis266▲ 3.1×40 topics
  6. Treatment256▲ 2.3×51 topics
  7. Sustainability223◆ 1.00×77 topics
  8. Environmental Impact190▲ 1.22×59 topics
  9. Inflammation177◆ 0.91×78 topics
  10. Remote Sensing171▲ 1.54×34 topics
  11. Surgical Management159▲ 4.3×20 topics
  12. Renewable Energy149◆ 1.13×42 topics
  13. Management145▲ 1.99×35 topics
  14. Neural Networks142◆ 1.01×37 topics
  15. Nanomaterials134▲ 1.40×20 topics
  16. Prognostic Factors124▲ 3.1×14 topics
  17. Healthcare123▲ 1.19×25 topics
  18. Energy Efficiency120▲ 1.43×34 topics
  19. Chemotherapy118▲ 1.83×25 topics
  20. Clinical Practice Guidelines106▲ 2.1×14 topics
  21. Pathogenesis105▲ 2.3×23 topics
  22. Internet of Things104▲ 1.33×22 topics
  23. Complications102▲ 2.2×17 topics
  24. Nanocomposites102▲ 1.42×21 topics
  25. Antioxidant Activity99▲ 1.74×31 topics
  26. Genetic Mutations98▲ 2.5×23 topics
  27. Genetics96▲ 1.49×27 topics
  28. Radiotherapy85▲ 2.4×13 topics
  29. Autoantibodies83▲ 3.9×8 topics
  30. Biochar78▲ 5.0×4 topics
  31. Solar Energy76▲ 2.7×5 topics
  32. Adsorption75▲ 3.9×7 topics
  33. Heavy Metals67▲ 3.1×9 topics
  34. Clinical Management62▲ 4.0×8 topics
  35. Subduction58▲ 8.6×3 topics
  36. Mediterranean55▲ 6.8×6 topics
  37. Tectonic Evolution48▲ 22×3 topics
  38. Western Mediterranean46▲ 53×1 topic
  39. geodynamics46▲ 53×1 topic
  40. Soft Tissue Sarcoma42▲ 8.7×2 topics

What research is done in Marrakesh?

Geological and Geophysic…42Geological and Geophysical Studies Worldwide: 42 fractional worksAdsorption and biosorpti…32Adsorption and biosorption for pollutant removal: 32 fractional worksSarcoma Diagnosis and Treatment: 32 fractional worksAdvancements in Battery Materials: 25 fractional worksEssential Oils and Antimicrobial Activity: 23 fractional worksPituitary Gland Disorders and Treatments: 23 fractional worksMycorrhizal Fungi and Plant Interactions: 23 fractional worksNetwork Security and Int…23Network Security and Intrusion Detection: 23 fractional worksInfectious Diseases and Tuberculosis: 22 fractional worksOrthopedic Surgery and Rehabilitation: 22 fractional works
GeophysicsWater Science and TechnologyPulmonary and Respiratory MedicineElectrical and Electronic Engineering5 others

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

  1. 1 Geological and Geophysical Studies Worldwide Geophysics 42 works
  2. 2 Adsorption and biosorption for pollutant removal Water Science and Technology 32 works
  3. 3 Sarcoma Diagnosis and Treatment Pulmonary and Respiratory Medicine 32 works
  4. 4 Advancements in Battery Materials Electrical and Electronic Engineering 25 works
  5. 5 Essential Oils and Antimicrobial Activity Food Science 23 works
  6. 6 Pituitary Gland Disorders and Treatments Endocrinology, Diabetes and Metabolism 23 works
  7. 7 Mycorrhizal Fungi and Plant Interactions Plant Science 23 works
  8. 8 Network Security and Intrusion Detection Computer Networks and Communications 23 works
  9. 9 Infectious Diseases and Tuberculosis Surgery 22 works
  10. 10 Orthopedic Surgery and Rehabilitation Surgery 22 works

Research output over time

still counting1990200020102020
grewheldshrank

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

How much of it reaches the world top 10%

Year by year, against all institutions in the same year.

still counting10%20%30%Marrakesh16.3% in 2025all institutions10.0% in 2025200020102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 20.0% in 1995.

Discussion

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