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University · Marrakesh · Morocco

Sup de Co Marrakech

In research, Sup de Co Marrakech stands highest in Medicine (#6,210 of 8,541 worldwide), Health Sciences (#7,441 of 9,902 worldwide) and Physical Sciences (#8,653 of 10,670 worldwide), 2022-now.

World rank, 2022-now
#9,485
of 22,385 · #12,164 all time
Rank in Morocco
#27
of 57
Research works
940
▲ 39% vs 2018-21
Citations
5k
5.3 per fractional work
Top-10% rate
4.3%
all institutions 10.0%
vs its own fields
0.79×
1.00× is exactly expected
Open access
39%
world 40%
International
18%
world 18%

What is Sup de Co Marrakech known for in research?

The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
MedicineField #6,210 of 8,541 1.3%115 #7724
Health SciencesDomain #7,441 of 9,902 1.6%127 #8939
Physical SciencesDomain #8,653 of 10,670 5.9%80 #12261

Each strip is that field's whole ranked pool, with the notch where Sup de Co Marrakech sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no average mark, because the average differs by field (from about 6% in Dentistry to 21% in Economics).

Which of those standings moved

The same fields on both windows: where it stood over the whole record, and where it stands in 2022-now. The distance is the story, and it is the one thing the two rank columns above cannot show.

  1. Medicine#7,724 #6,210
  2. Health Sciences#8,939 #7,441
  3. Physical Sciences#12,261 #8,653
all time2022-now, better2022-now, worse

A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.

Which fields of science does Sup de Co Marrakech work in?

In 2022-now, 43% of research at Sup de Co Marrakech is in Health Sciences, 31% in Physical Sciences. Its largest fields are Medicine (39%), Engineering (11%), Computer Science (10%). It does 1.8× the world's share of Health Sciences.

Health Sciences: 144 fractional works · 43.3% of its workMedicine: 131 fractional works · 39.5% of its workSurgery: 21 fractional works · 6.3% of its workRheumatology: 12 fractional works · 3.6% of its workPulmonary and Respiratory Medicine: 11 fractional works · 3.2% of its workEpidemiology: 10 fractional works · 3.0% of its workPhysiology: 6 fractional works · 1.8% of its workOncology: 5 fractional works · 1.6% of its workInfectious Diseases: 5 fractional works · 1.5% of its workCardiology and Cardiovascular Medicine: 5 fractional works · 1.5% of its workEndocrinology, Diabetes and Metabolism: 5 fractional works · 1.5% of its workRadiology, Nuclear Medicine and Imaging: 5 fractional works · 1.5% of its workPublic Health, Environmental and Occupational Health: 5 fractional works · 1.5% of its workPathology and Forensic Medicine: 4 fractional works · 1.3% of its workNeurology: 4 fractional works · 1.3% of its workGenetics: 3 fractional works · 1.0% of its workPsychiatry and Mental health: 3 fractional works · 1.0% of its workPediatrics, Perinatology and Child Health: 3 fractional works · 1.0% of its workOphthalmology: 2 fractional works · 0.7% of its workHealth Informatics: 2 fractional works · 0.7% of its workHematology: 2 fractional works · 0.7% of its workPharmacology: 2 fractional works · 0.7% of its workOrthopedics and Sports Medicine: 2 fractional works · 0.6% of its workRehabilitation: 2 fractional works · 0.6% of its workNephrology: 2 fractional works · 0.5% of its workDermatology: 1 fractional works · 0.4% of its workHepatology: 1 fractional works · 0.4% of its workReproductive Medicine: 1 fractional works · 0.3% of its workUrology: 1 fractional works · 0.2% of its workAnatomy: 1 fractional works · 0.2% of its workSmaller subfields together: 4 fractional works · 1.1% of its workHealth Professions: 10 fractional works · 2.9% of its workGeneral Health Professions: 5 fractional works · 1.4% of its workHealth Information Management: 2 fractional works · 0.7% of its workPharmacy: 1 fractional works · 0.3% of its workEmergency Medical Services: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.3% of its workDentistry: 2 fractional works · 0.6% of its workOral Surgery: 1 fractional works · 0.3% of its workPeriodontics: 1 fractional works · 0.3% of its workNursing: 1 fractional works · 0.2% of its workPhysical Sciences: 103 fractional works · 31.0% of its workEngineering: 37 fractional works · 11.2% of its workElectrical and Electronic Engineering: 10 fractional works · 2.9% of its workAerospace Engineering: 6 fractional works · 1.9% of its workBiomedical Engineering: 4 fractional works · 1.3% of its workBuilding and Construction: 4 fractional works · 1.1% of its workCivil and Structural Engineering: 3 fractional works · 0.9% of its workControl and Systems Engineering: 3 fractional works · 0.9% of its workMechanical Engineering: 3 fractional works · 0.8% of its workMechanics of Materials: 1 fractional works · 0.4% of its workMedia Technology: 1 fractional works · 0.4% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.3% of its workComputer Science: 34 fractional works · 10.2% of its workArtificial Intelligence: 12 fractional works · 3.7% of its workInformation Systems: 7 fractional works · 2.0% of its workComputer Networks and Communications: 5 fractional works · 1.6% of its workComputer Vision and Pattern Recognition: 4 fractional works · 1.1% of its workComputer Science Applications: 2 fractional works · 0.7% of its workComputational Theory and Mathematics: 1 fractional works · 0.4% of its workHuman-Computer Interaction: 1 fractional works · 0.4% of its workHardware and Architecture: 1 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnvironmental Science: 13 fractional works · 3.8% of its workWater Science and Technology: 3 fractional works · 0.9% of its workGlobal and Planetary Change: 2 fractional works · 0.5% of its workEcology: 1 fractional works · 0.4% of its workManagement, Monitoring, Policy and Law: 1 fractional works · 0.4% of its workPollution: 1 fractional works · 0.3% of its workEnvironmental Engineering: 1 fractional works · 0.3% of its workNature and Landscape Conservation: 1 fractional works · 0.3% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 0.3% of its workHealth, Toxicology and Mutagenesis: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.2% of its workMaterials Science: 6 fractional works · 1.8% of its workPolymers and Plastics: 2 fractional works · 0.7% of its workMaterials Chemistry: 2 fractional works · 0.6% of its workBiomaterials: 1 fractional works · 0.3% of its workElectronic, Optical and Magnetic Materials: 1 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.0% of its workEarth and Planetary Sciences: 4 fractional works · 1.1% of its workGeophysics: 2 fractional works · 0.6% of its workSmaller subfields together: 2 fractional works · 0.6% of its workPhysics and Astronomy: 3 fractional works · 1.0% of its workAstronomy and Astrophysics: 1 fractional works · 0.4% of its workAtomic and Molecular Physics, and Optics: 1 fractional works · 0.3% of its workNuclear and High Energy Physics: 1 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workMathematics: 2 fractional works · 0.7% of its workChemistry: 2 fractional works · 0.7% of its workInorganic Chemistry: 1 fractional works · 0.3% of its workOrganic Chemistry: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEnergy: 1 fractional works · 0.4% of its workRenewable Energy, Sustainability and the Environment: 1 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.0% of its workChemical Engineering: 1 fractional works · 0.2% of its workSocial Sciences: 53 fractional works · 15.8% of its workSocial Sciences: 23 fractional works · 7.0% of its workSociology and Political Science: 8 fractional works · 2.4% of its workEducation: 6 fractional works · 1.8% of its workPolitical Science and International Relations: 4 fractional works · 1.2% of its workAnthropology: 1 fractional works · 0.3% of its workSafety Research: 1 fractional works · 0.3% of its workTransportation: 1 fractional works · 0.2% of its workGender Studies: 1 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.5% of its workBusiness, Management and Accounting: 9 fractional works · 2.7% of its workManagement Information Systems: 2 fractional works · 0.7% of its workStrategy and Management: 2 fractional works · 0.6% of its workAccounting: 2 fractional works · 0.6% of its workOrganizational Behavior and Human Resource Management: 2 fractional works · 0.5% of its workSmaller subfields together: 1 fractional works · 0.4% of its workPsychology: 8 fractional works · 2.3% of its workClinical Psychology: 4 fractional works · 1.3% of its workSocial Psychology: 1 fractional works · 0.4% of its workDevelopmental and Educational Psychology: 1 fractional works · 0.3% of its workExperimental and Cognitive Psychology: 1 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEconomics, Econometrics and Finance: 7 fractional works · 2.1% of its workEconomics and Econometrics: 4 fractional works · 1.3% of its workFinance: 2 fractional works · 0.7% of its workGeneral Economics, Econometrics and Finance: 1 fractional works · 0.2% of its workArts and Humanities: 4 fractional works · 1.2% of its workLanguage and Linguistics: 2 fractional works · 0.5% of its workPhilosophy: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.4% of its workDecision Sciences: 2 fractional works · 0.5% of its workManagement Science and Operations Research: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.2% of its workLife Sciences: 33 fractional works · 9.9% of its workBiochemistry, Genetics and Molecular Biology: 15 fractional works · 4.4% of its workMolecular Biology: 9 fractional works · 2.8% of its workGenetics: 3 fractional works · 0.8% of its workEndocrinology: 1 fractional works · 0.3% of its workSmaller subfields together: 2 fractional works · 0.5% of its workAgricultural and Biological Sciences: 11 fractional works · 3.2% of its workPlant Science: 4 fractional works · 1.3% of its workFood Science: 1 fractional works · 0.4% of its workEcology, Evolution, Behavior and Systematics: 1 fractional works · 0.4% of its workAquatic Science: 1 fractional works · 0.3% of its workInsect Science: 1 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.5% of its workImmunology and Microbiology: 4 fractional works · 1.1% of its workImmunology: 1 fractional works · 0.3% of its workMicrobiology: 1 fractional works · 0.3% of its workParasitology: 1 fractional works · 0.3% of its workApplied Microbiology and Biotechnology: 1 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workNeuroscience: 3 fractional works · 0.9% of its workNeurology: 1 fractional works · 0.4% of its workCognitive Neuroscience: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.3% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.2% of its workALL ITS WORKSup de CoMarrakech332fractional works, 2022-now
Life Sciences10%Physical Sciences31%Health Sciences43%Social Sciences16%

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 institution does than the world.

Its 4 domains and 25 fields, with their numbers
    1. Medicine13139.5%
    2. Health Professions102.9%
    3. Dentistry20.6%
    4. Nursing10.2%
    1. Engineering3711.2%
    2. Computer Science3410.2%
    3. Environmental Science133.8%
    4. Materials Science61.8%
    5. Earth and Planetary Sciences41.1%
    6. Physics and Astronomy31.0%
    7. Mathematics20.7%
    8. Chemistry20.7%
    9. Energy10.4%
    10. Chemical Engineering10.2%
    1. Social Sciences237.0%
    2. Business, Management and Accounting92.7%
    3. Psychology82.3%
    4. Economics, Econometrics and Finance72.1%
    5. Arts and Humanities41.2%
    6. Decision Sciences20.5%
    1. Biochemistry, Genetics and Molecular Biology154.4%
    2. Agricultural and Biological Sciences113.2%
    3. Immunology and Microbiology41.1%
    4. Neuroscience30.9%
    5. Pharmacology, Toxicology and Pharmaceutics10.2%
All of science, and how each field's share has moved since 1950: the Science domain explorer

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, 10 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.83× its world share, 15 worksBiochemistry, Geneti…Immunology and Microbiology: 1.10× its world share, 4 worksImmunology and Micro…Neuroscience: 0.58× its world share, 3 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.62× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.44× its world share, 0 worksChemical EngineeringChemistry: 0.42× its world share, 2 worksChemistryComputer Science: 1.31× its world share, 34 worksComputer ScienceEarth and Planetary Sciences: 0.73× its world share, 4 worksEarth and Planetary …Energy: 0.43× its world share, 1 worksEnergyEngineering: 0.75× its world share, 37 worksEngineeringEnvironmental Science: 0.76× its world share, 12 worksEnvironmental ScienceMaterials Science: 0.52× its world share, 6 worksMaterials ScienceMathematics: 0.61× its world share, 2 worksMathematicsPhysics and Astronomy: 0.43× its world share, 3 worksPhysics and AstronomyDentistry: 1.31× its world share, 2 worksDentistryHealth Professions: 1.11× its world share, 10 worksHealth ProfessionsMedicine: 2.05× its world share, 131 worksMedicineNursing: 0.45× its world share, 1 worksNursingArts and Humanities: 0.42× its world share, 4 worksArts and HumanitiesBusiness, Management and Accounting: 0.83× its world share, 9 worksBusiness, Management…Decision Sciences: 0.53× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 0.99× its world share, 7 worksEconomics, Econometr…Psychology: 0.75× its world share, 8 worksPsychologySocial Sciences: 0.55× its world share, 23 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Medicine, 2.0×. Every wedge is a field page.

All 25 fields, with their numbers
  1. Medicine2.05×131 works
  2. Computer Science1.31×34 works
  3. Dentistry1.31×2 works
  4. Health Professions1.11×10 works
  5. Immunology and Microbiology1.10×4 works
  6. Economics, Econometrics and Finance0.99×7 works
  7. Biochemistry, Genetics and Molecular Biology0.83×15 works
  8. Business, Management and Accounting0.83×9 works
  9. Environmental Science0.76×12 works
  10. Engineering0.75×37 works
  11. Psychology0.75×8 works
  12. Earth and Planetary Sciences0.73×4 works
  13. Agricultural and Biological Sciences0.67×10 works
  14. Pharmacology, Toxicology and Pharmaceutics0.62×1 works
  15. Mathematics0.61×2 works
  16. Neuroscience0.58×3 works
  17. Social Sciences0.55×23 works
  18. Decision Sciences0.53×2 works
  19. Materials Science0.52×6 works
  20. Nursing0.45×1 works
  21. Chemical Engineering0.44×0 works
  22. Energy0.43×1 works
  23. Physics and Astronomy0.43×3 works
  24. Chemistry0.42×2 works
  25. Arts and Humanities0.42×4 works

Who are the top researchers at Sup de Co Marrakech?

Ranked on the quality score, Oumaymah Elamri, Mohammed el Faïz and Naoual Mouhni lead among researchers whose main affiliation is Sup de Co Marrakech.

  1. 1 Oumaymah Elamri Morocco · #1,835,667 worldwide 231 citations · 23 works
  2. 2 Mohammed el Faïz Morocco · #4,213,189 worldwide 57 citations · 41 works
  3. 3 Naoual Mouhni Morocco · #4,552,958 worldwide 281 citations · 24 works
  4. 4 Didier Martz Morocco · #4,554,700 worldwide 9 citations · 16 works
  5. 5 Driss Essabbar Morocco · #5,049,420 worldwide 27 citations · 20 works
  6. 6 R. Benhaddou Morocco · #5,091,405 worldwide 24 citations · 15 works
  7. 7 Sara Askaoui Morocco · #5,138,446 worldwide 27 citations · 29 works
  8. 8 Farnadi Badr Morocco · #5,222,368 worldwide 0 citations · 18 works
  9. 9 Ghizlane Hamzaoui Morocco · #5,225,071 worldwide 8 citations · 19 works
  10. 10 B. Ouaggag Morocco · #5,272,700 worldwide 23 citations · 19 works
All ranked researchers at Sup de Co Marrakech

What are the most cited papers from Sup de Co Marrakech?

The most cited paper from Sup de Co Marrakech is "Male Oxidative Stress Infertility (MOSI): Proposed Terminology and Clinical Practice Guidelines for Management of Idiopathic Male Infertility" (Ashok Kumar Agarwal et al., 2019), with 484 citations. Next come "Epidemiology of Neuromyelitis Optica Spectrum Disorder and Its Prevalence and Incidence Worldwide" (411) and "Combining FAO-56 model and ground-based remote sensing to estimate water consumptions of wheat crops in a semi-arid region" (307).

Most cited papers
#PaperReleasedCitations
1 Male Oxidative Stress Infertility (MOSI): Proposed Terminology and Clinical Practice Guidelines for Management of Idiopathic Male Infertility Ashok Kumar Agarwal et al. · The World Journal of Men s Health Open access 2019 484
2 Epidemiology of Neuromyelitis Optica Spectrum Disorder and Its Prevalence and Incidence Worldwide Jyh Yung Hor, Nasrin Asgari, Ichiro Nakashima et al. · Frontiers in Neurology Open access 26 Jun 2020 411
3 Combining FAO-56 model and ground-based remote sensing to estimate water consumptions of wheat crops in a semi-arid region Salah Er‐Raki, Abdelghani Chehbouni, N. Guemouria et al. · Agricultural Water Management 21 Mar 2006 307
4 Multivariate time series prediction by RNN architectures for energy consumption forecasting Ibtissam Amalou, Naoual Mouhni, Abdelmounaïm Abdali · Energy Reports Open access 3 Aug 2022 216
5 Glyphosate based- herbicide exposure affects gut microbiota, anxiety and depression-like behaviors in mice Yassine Ait-Bali, Sâadia Ba-M’hamed, Najoua Elhidar et al. · Neurotoxicology and Teratology 7 Apr 2018 199
All 60 most cited papers, with filters and sorting

Which keywords describe research at Sup de Co Marrakech?

By fractional works in 2022-now, weighted toward what it does more of than the world: Machine Learning, Epidemiology, Deep Learning, Autoantibodies, Surgical Management, Medical Image Analysis, Feature Selection and Treatment.

▲ 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 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 Learning25▲ 2.3×40 topics
  2. Epidemiology23▲ 1.77×75 topics
  3. Deep Learning19▲ 1.62×41 topics
  4. Inflammation10▲ 1.45×29 topics
  5. Artificial Intelligence9▲ 1.81×18 topics
  6. Treatment8▲ 2.1×25 topics
  7. Healthcare8▲ 2.0×11 topics
  8. Surgical Management7▲ 5.0×16 topics
  9. Big Data7▲ 2.1×13 topics
  10. Convolutional Neural Networks7▲ 2.8×7 topics
  11. Quality of Life7▲ 1.39×24 topics
  12. Diagnosis6▲ 1.97×23 topics
  13. Autoantibodies6▲ 7.8×6 topics
  14. Risk Factors6▲ 1.61×23 topics
  15. Medical Imaging6▲ 3.3×7 topics
  16. Internet of Things5▲ 1.89×15 topics
  17. Prognostic Factors5▲ 3.6×13 topics
  18. Medical Image Analysis5▲ 8.5×3 topics
  19. Feature Selection5▲ 7.0×4 topics
  20. Clinical Practice Guidelines5▲ 2.7×10 topics
  21. Pathogenesis4▲ 2.6×15 topics
  22. Computer-Aided Detection4▲ 14×1 topic
  23. Histopathology Images4▲ 14×1 topic
  24. Rheumatoid Arthritis4▲ 12×2 topics
  25. Cardiovascular Risk4▲ 3.6×4 topics
  26. Cytokines4▲ 3.8×4 topics
  27. Bioinformatics4▲ 9.0×3 topics
  28. Cognitive Impairment4▲ 4.2×8 topics
  29. Diagnostic Criteria4▲ 4.6×8 topics
  30. Biological Therapy3▲ 17×2 topics
  31. Wireless Communications3▲ 5.7×2 topics
  32. Antenna3▲ 12×1 topic
  33. Microstrip3▲ 12×1 topic
  34. Disease-Modifying Antirheumatic Drugs3▲ 18×1 topic
  35. Joint Inflammation3▲ 18×1 topic
  36. Natural Fibers3▲ 12×2 topics
  37. Endoscopic Surgery2▲ 7.6×3 topics
  38. Normalization2▲ 15×2 topics
  39. Soft Tissue Sarcoma2▲ 14×2 topics
  40. Growth Hormone2▲ 14×2 topics

Which research topics does Sup de Co Marrakech publish most on?

By volume in 2022-now: AI in cancer detection, Antenna Design and Analysis, Rheumatoid Arthritis Research and Therapies and Artificial Intelligence in Healthcare and Education.

  1. 1 AI in cancer detection Artificial Intelligence 4 works
  2. 2 Antenna Design and Analysis Aerospace Engineering 3 works
  3. 3 Rheumatoid Arthritis Research and Therapies Rheumatology 3 works
  4. 4 Artificial Intelligence in Healthcare and Education Health Informatics 2 works
  5. 5 Orthopedic Surgery and Rehabilitation Surgery 2 works
  6. 6 Artificial Intelligence in Healthcare Health Information Management 2 works
  7. 7 Pituitary Gland Disorders and Treatments Endocrinology, Diabetes and Metabolism 2 works
  8. 8 Gene expression and cancer classification Molecular Biology 2 works
  9. 9 Online Learning and Analytics Computer Science Applications 2 works
  10. 10 Water-Energy-Food Nexus Studies Water Science and Technology 2 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 available39.4%not open60.6%

World: 40% of research is openly available.

with international co-authors18.0%domestic only82.0%

World: 18% is written across borders.

How has Sup de Co Marrakech's research output changed?

Output in 2022-2025 was 39% higher than in 2018-2021.

still counting1990200020102020
grewheldshrank

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

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is Sup de Co Marrakech as a percentage of every work published that year, 0.0016% in 2024.

still counting0.0010%0.0020%Sup de Co Marrakech0.0013% in 202519801990200020102020

Fractional works of Sup de Co Marrakech over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

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

still counting5%10%15%all institutions10.0% in 2025Sup de Co Marrakech5.6% in 202520102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 12.3% in 2015.

Other research institutions in Marrakesh

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Sup de Co Marrakech on Science Explorer

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