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University · Dihok · Iraq

Duhok Polytechnic University

In research, Duhok Polytechnic University stands highest in Physical Sciences (#2,740 of 10,670 worldwide), Computer Science (#1,375 of 4,417 worldwide) and Engineering (#2,838 of 5,901 worldwide), 2022-now. Relative to its size it is most specialised in Computer Networks and Communications, Computer Vision and Pattern Recognition and Information Systems (Computer Networks and Communications is 5.9× its share of world research).

World rank, 2022-now
#4,255
of 22,385 · #7,269 all time
Rank in Iraq
#5
of 67
Research works
1.1k
▲ 108% vs 2018-21
Citations
15k
14.2 per fractional work
Top-10% rate
10.0%
all institutions 10.0%
vs its own fields
0.91×
1.00× is exactly expected
Open access
83%
world 40%
International
16%
world 18%

What is Duhok Polytechnic University 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
Physical SciencesDomain #2,740 of 10,670 12.9%349 #5007
Computer ScienceField #1,375 of 4,417 14.0%200 #1498
EngineeringField #2,838 of 5,901 10.9%100 #5217
Health SciencesDomain #6,206 of 9,902 5.5%101 #10625
MedicineField #6,101 of 8,541 5.3%73 #10193
Social SciencesDomain #7,231 of 9,585 8.3%119 #11718

Each strip is that field's whole ranked pool, with the notch where Duhok Polytechnic University 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. Physical Sciences#5,007 #2,740
  2. Computer Science#1,498 #1,375
  3. Engineering#5,217 #2,838
  4. Health Sciences#10,625 #6,206
  5. Medicine#10,193 #6,101
  6. Social Sciences#11,718 #7,231
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 Duhok Polytechnic University work in?

In 2022-now, 55% of research at Duhok Polytechnic University is in Physical Sciences, 19% in Social Sciences. Its largest fields are Computer Science (32%), Engineering (16%), Medicine (12%). It does 1.4× the world's share of Physical Sciences.

Physical Sciences: 380 fractional works · 55.4% of its workComputer Science: 217 fractional works · 31.7% of its workArtificial Intelligence: 56 fractional works · 8.2% of its workInformation Systems: 53 fractional works · 7.8% of its workComputer Vision and Pattern Recognition: 49 fractional works · 7.2% of its workComputer Networks and Communications: 36 fractional works · 5.3% of its workSignal Processing: 10 fractional works · 1.4% of its workComputational Theory and Mathematics: 4 fractional works · 0.6% of its workHuman-Computer Interaction: 3 fractional works · 0.5% of its workComputer Science Applications: 2 fractional works · 0.4% of its workHardware and Architecture: 2 fractional works · 0.3% of its workEngineering: 107 fractional works · 15.6% of its workCivil and Structural Engineering: 22 fractional works · 3.3% of its workElectrical and Electronic Engineering: 17 fractional works · 2.5% of its workMedia Technology: 10 fractional works · 1.5% of its workBuilding and Construction: 9 fractional works · 1.4% of its workMechanical Engineering: 9 fractional works · 1.3% of its workAerospace Engineering: 8 fractional works · 1.2% of its workBiomedical Engineering: 8 fractional works · 1.2% of its workControl and Systems Engineering: 6 fractional works · 0.9% of its workIndustrial and Manufacturing Engineering: 6 fractional works · 0.9% of its workMechanics of Materials: 3 fractional works · 0.5% of its workAutomotive Engineering: 3 fractional works · 0.4% of its workSafety, Risk, Reliability and Quality: 3 fractional works · 0.4% of its workComputational Mechanics: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.1% of its workEnvironmental Science: 18 fractional works · 2.6% of its workEnvironmental Engineering: 4 fractional works · 0.6% of its workManagement, Monitoring, Policy and Law: 3 fractional works · 0.4% of its workWater Science and Technology: 3 fractional works · 0.4% of its workHealth, Toxicology and Mutagenesis: 2 fractional works · 0.3% of its workGlobal and Planetary Change: 2 fractional works · 0.3% of its workEcology: 1 fractional works · 0.2% of its workPollution: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.2% of its workMaterials Science: 11 fractional works · 1.6% of its workMaterials Chemistry: 7 fractional works · 1.0% of its workPolymers and Plastics: 3 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEnergy: 8 fractional works · 1.1% of its workRenewable Energy, Sustainability and the Environment: 6 fractional works · 0.9% of its workEnergy Engineering and Power Technology: 2 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.0% of its workMathematics: 5 fractional works · 0.8% of its workStatistics and Probability: 1 fractional works · 0.2% of its workSmaller subfields together: 4 fractional works · 0.6% of its workEarth and Planetary Sciences: 5 fractional works · 0.7% of its workGeophysics: 2 fractional works · 0.2% of its workSmaller subfields together: 3 fractional works · 0.5% of its workChemistry: 4 fractional works · 0.6% of its workAnalytical Chemistry: 3 fractional works · 0.4% of its workSmaller subfields together: 2 fractional works · 0.3% of its workPhysics and Astronomy: 4 fractional works · 0.6% of its workStatistical and Nonlinear Physics: 3 fractional works · 0.5% of its workSmaller subfields together: 1 fractional works · 0.1% of its workChemical Engineering: 0 fractional works · 0.0% of its workSocial Sciences: 127 fractional works · 18.5% of its workSocial Sciences: 50 fractional works · 7.3% of its workSociology and Political Science: 22 fractional works · 3.2% of its workTransportation: 10 fractional works · 1.4% of its workPolitical Science and International Relations: 5 fractional works · 0.8% of its workEducation: 5 fractional works · 0.7% of its workHealth: 1 fractional works · 0.2% of its workSafety Research: 1 fractional works · 0.2% of its workSmaller subfields together: 5 fractional works · 0.8% of its workBusiness, Management and Accounting: 40 fractional works · 5.8% of its workManagement Information Systems: 12 fractional works · 1.8% of its workStrategy and Management: 10 fractional works · 1.4% of its workAccounting: 7 fractional works · 1.1% of its workManagement of Technology and Innovation: 5 fractional works · 0.7% of its workMarketing: 3 fractional works · 0.5% of its workOrganizational Behavior and Human Resource Management: 3 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDecision Sciences: 17 fractional works · 2.5% of its workManagement Science and Operations Research: 10 fractional works · 1.5% of its workInformation Systems and Management: 6 fractional works · 0.9% of its workSmaller subfields together: 0 fractional works · 0.1% of its workPsychology: 10 fractional works · 1.4% of its workClinical Psychology: 4 fractional works · 0.5% of its workSocial Psychology: 3 fractional works · 0.4% of its workExperimental and Cognitive Psychology: 2 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 7 fractional works · 1.1% of its workEconomics and Econometrics: 6 fractional works · 0.9% of its workSmaller subfields together: 1 fractional works · 0.2% of its workArts and Humanities: 3 fractional works · 0.5% of its workHealth Sciences: 113 fractional works · 16.5% of its workMedicine: 83 fractional works · 12.2% of its workRadiology, Nuclear Medicine and Imaging: 16 fractional works · 2.3% of its workEpidemiology: 7 fractional works · 1.1% of its workInfectious Diseases: 5 fractional works · 0.8% of its workSurgery: 5 fractional works · 0.7% of its workPulmonary and Respiratory Medicine: 4 fractional works · 0.6% of its workOncology: 4 fractional works · 0.6% of its workPublic Health, Environmental and Occupational Health: 4 fractional works · 0.6% of its workCardiology and Cardiovascular Medicine: 4 fractional works · 0.5% of its workHematology: 3 fractional works · 0.5% of its workPediatrics, Perinatology and Child Health: 3 fractional works · 0.5% of its workOphthalmology: 3 fractional works · 0.4% of its workPhysiology: 3 fractional works · 0.4% of its workGenetics: 2 fractional works · 0.4% of its workComplementary and alternative medicine: 2 fractional works · 0.4% of its workEndocrinology, Diabetes and Metabolism: 2 fractional works · 0.3% of its workDermatology: 2 fractional works · 0.2% of its workObstetrics and Gynecology: 2 fractional works · 0.2% of its workRheumatology: 2 fractional works · 0.2% of its workHealth Informatics: 1 fractional works · 0.2% of its workSmaller subfields together: 9 fractional works · 1.3% of its workHealth Professions: 20 fractional works · 3.0% of its workHealth Information Management: 13 fractional works · 1.9% of its workGeneral Health Professions: 4 fractional works · 0.5% of its workSmaller subfields together: 4 fractional works · 0.5% of its workNursing: 6 fractional works · 0.8% of its workNutrition and Dietetics: 5 fractional works · 0.8% of its workSmaller subfields together: 0 fractional works · 0.1% of its workDentistry: 3 fractional works · 0.4% of its workOral Surgery: 2 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.2% of its workVeterinary: 1 fractional works · 0.2% of its workLife Sciences: 65 fractional works · 9.5% of its workAgricultural and Biological Sciences: 30 fractional works · 4.4% of its workPlant Science: 17 fractional works · 2.5% of its workFood Science: 3 fractional works · 0.5% of its workAnimal Science and Zoology: 3 fractional works · 0.4% of its workSoil Science: 2 fractional works · 0.3% of its workAquatic Science: 2 fractional works · 0.3% of its workSmaller subfields together: 3 fractional works · 0.5% of its workBiochemistry, Genetics and Molecular Biology: 16 fractional works · 2.3% of its workMolecular Biology: 7 fractional works · 1.0% of its workGenetics: 2 fractional works · 0.4% of its workSmaller subfields together: 7 fractional works · 1.0% of its workNeuroscience: 13 fractional works · 1.9% of its workNeurology: 10 fractional works · 1.5% of its workCognitive Neuroscience: 3 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.1% of its workImmunology and Microbiology: 5 fractional works · 0.7% of its workParasitology: 4 fractional works · 0.5% of its workSmaller subfields together: 1 fractional works · 0.2% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.2% of its workALL ITS WORKDuhok PolytechnicUniversity685fractional works, 2022-now
Life Sciences10%Physical Sciences55%Health Sciences17%Social Sciences19%

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 26 fields, with their numbers
    1. Computer Science21731.7%
    2. Engineering10715.6%
    3. Environmental Science182.6%
    4. Materials Science111.6%
    5. Energy81.1%
    6. Mathematics50.8%
    7. Earth and Planetary Sciences50.7%
    8. Chemistry40.6%
    9. Physics and Astronomy40.6%
    10. Chemical Engineering00.0%
    1. Social Sciences507.3%
    2. Business, Management and Accounting405.8%
    3. Decision Sciences172.5%
    4. Psychology101.4%
    5. Economics, Econometrics and Finance71.1%
    6. Arts and Humanities30.5%
    1. Medicine8312.2%
    2. Health Professions203.0%
    3. Nursing60.8%
    4. Dentistry30.4%
    5. Veterinary10.2%
    1. Agricultural and Biological Sciences304.4%
    2. Biochemistry, Genetics and Molecular Biology162.3%
    3. Neuroscience131.9%
    4. Immunology and Microbiology50.7%
    5. Pharmacology, Toxicology and Pharmaceutics10.2%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What does Duhok Polytechnic University specialise in?

Where its research is concentrated relative to its size: Computer Networks and Communications takes 5.9× the share of its output that it takes of world research.

  1. Computer Networks and CommunicationsSubfield · 36.1 works5.9×
  2. Computer Vision and Pattern RecognitionSubfield · 49.2 works5.7×
  3. Information SystemsSubfield · 53.4 works4.4×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

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: 0.93× its world share, 30 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.44× its world share, 16 worksBiochemistry, Geneti…Immunology and Microbiology: 0.70× its world share, 5 worksImmunology and Micro…Neuroscience: 1.18× its world share, 13 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.46× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.14× its world share, 0 worksChemical EngineeringChemistry: 0.41× its world share, 4 worksChemistryComputer Science: 4.08× its world share, 218 worksComputer ScienceEarth and Planetary Sciences: 0.43× its world share, 5 worksEarth and Planetary …Energy: 1.24× its world share, 8 worksEnergyEngineering: 1.04× its world share, 107 worksEngineeringEnvironmental Science: 0.53× its world share, 18 worksEnvironmental ScienceMaterials Science: 0.45× its world share, 11 worksMaterials ScienceMathematics: 0.66× its world share, 5 worksMathematicsPhysics and Astronomy: 0.28× its world share, 4 worksPhysics and AstronomyDentistry: 0.87× its world share, 3 worksDentistryHealth Professions: 1.12× its world share, 20 worksHealth ProfessionsMedicine: 0.63× its world share, 83 worksMedicineNursing: 1.72× its world share, 6 worksNursingVeterinary: 1.16× its world share, 1 worksVeterinaryArts and Humanities: 0.17× its world share, 3 worksArts and HumanitiesBusiness, Management and Accounting: 1.80× its world share, 40 worksBusiness, Management…Decision Sciences: 2.54× its world share, 17 worksDecision SciencesEconomics, Econometrics and Finance: 0.50× its world share, 7 worksEconomics, Econometr…Psychology: 0.46× its world share, 10 worksPsychologySocial Sciences: 0.58× its world share, 50 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 4.1×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Computer Science4.08×218 works
  2. Decision Sciences2.54×17 works
  3. Business, Management and Accounting1.80×40 works
  4. Nursing1.72×6 works
  5. Energy1.24×8 works
  6. Neuroscience1.18×13 works
  7. Veterinary1.16×1 works
  8. Health Professions1.12×20 works
  9. Engineering1.04×107 works
  10. Agricultural and Biological Sciences0.93×30 works
  11. Dentistry0.87×3 works
  12. Immunology and Microbiology0.70×5 works
  13. Mathematics0.66×5 works
  14. Medicine0.63×83 works
  15. Social Sciences0.58×50 works
  16. Environmental Science0.53×18 works
  17. Economics, Econometrics and Finance0.50×7 works
  18. Pharmacology, Toxicology and Pharmaceutics0.46×1 works
  19. Psychology0.46×10 works
  20. Materials Science0.45×11 works
  21. Biochemistry, Genetics and Molecular Biology0.44×16 works
  22. Earth and Planetary Sciences0.43×5 works
  23. Chemistry0.41×4 works
  24. Physics and Astronomy0.28×4 works
  25. Arts and Humanities0.17×3 works
  26. Chemical Engineering0.14×0 works

Who are the top researchers at Duhok Polytechnic University?

Ranked on the quality score, Mohammed A. M. Sadeeq, Rizgar Ramadhan Zebari and Subhi R. M. Zeebaree lead among researchers whose main affiliation is Duhok Polytechnic University.

  1. 1 Mohammed A. M. Sadeeq Iraq · #167,517 worldwide 2k citations · 48 works
  2. 2 Rizgar Ramadhan Zebari Iraq · #232,298 worldwide 2.8k citations · 42 works
  3. 3 Subhi R. M. Zeebaree Iraq · #311,684 worldwide 5.5k citations · 201 works
  4. 4 Hewa Majeed Zangana Iraq · #356,436 worldwide 1.2k citations · 113 works
  5. 5 Azar Abid Salih Iraq · #405,403 worldwide 1.1k citations · 33 works
  6. 6 Saman M. Almufti‎ Iraq · #470,727 worldwide 1.4k citations · 74 works
  7. 7 Diyar Qader Zeebaree Iraq · #742,213 worldwide 2.1k citations · 27 works
  8. 8 Shakir Fattah Kak Iraq · #747,976 worldwide 978 citations · 30 works
  9. 9 Zainab Salih Ageed Iraq · #795,026 worldwide 832 citations · 24 works
  10. 10 Ibrahim Mahmood Ibrahim Iraq · #931,260 worldwide 669 citations · 39 works
All ranked researchers at Duhok Polytechnic University

What are the most cited papers from Duhok Polytechnic University?

The most cited paper from Duhok Polytechnic University is "Classification Based on Decision Tree Algorithm for Machine Learning" (Bahzad Charbuty, Adnan Mohsin Abdulazeez, 2021), with 1,879 citations. Next come "A Review on Linear Regression Comprehensive in Machine Learning" (1,265) and "A Comprehensive Review of Dimensionality Reduction Techniques for Feature Selection and Feature Extraction" (930).

Most cited papers
#PaperReleasedCitations
1 Classification Based on Decision Tree Algorithm for Machine Learning Bahzad Charbuty, Adnan Mohsin Abdulazeez · Journal of Applied Science and Technology Trends Open access 24 Mar 2021 1,879
2 A Review on Linear Regression Comprehensive in Machine Learning Dastan Hussen Maulud, Adnan Mohsin Abdulazeez · Journal of Applied Science and Technology Trends Open access 31 Dec 2020 1,265
3 A Comprehensive Review of Dimensionality Reduction Techniques for Feature Selection and Feature Extraction Rizgar Ramadhan Zebari, Adnan Mohsin Abdulazeez, Diyar Qader Zeebaree et al. · Journal of Applied Science and Technology Trends Open access 15 May 2020 930
4 IoT and Cloud Computing Issues, Challenges and Opportunities: A Review Mohammed Mohammed Sadeeq, Nasiba M. Abdulkareem, Subhi R. M. Zeebaree et al. · Qubahan Academic Journal Open access 15 Mar 2021 452
5 A Review of Principal Component Analysis Algorithm for Dimensionality Reduction Basna Mohammed Salih Hasan, Adnan Mohsin Abdulazeez · Journal of Soft Computing and Data Mining Open access 15 Apr 2021 439
All 60 most cited papers, with filters and sorting

Which keywords describe research at Duhok Polytechnic University?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Healthcare, Internet of Things, Convolutional Neural Networks, Security, Cloud Computing and IoT Security.

▲ 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. Deep Learning129▲ 5.5×59 topics
  2. Machine Learning102▲ 4.5×58 topics
  3. Healthcare48▲ 6.2×10 topics
  4. Internet of Things41▲ 7.0×17 topics
  5. Convolutional Neural Networks38▲ 7.7×13 topics
  6. Big Data33▲ 5.0×18 topics
  7. Security32▲ 6.9×15 topics
  8. Supply Chain Management30▲ 4.9×13 topics
  9. Cloud Computing28▲ 14×7 topics
  10. IoT Security27▲ 13×3 topics
  11. Data Mining27▲ 5.4×9 topics
  12. Neural Networks27▲ 2.5×27 topics
  13. Smart Cities25▲ 14×6 topics
  14. Artificial Intelligence25▲ 2.5×21 topics
  15. Medical Imaging24▲ 6.6×6 topics
  16. Feature Extraction23▲ 7.4×9 topics
  17. Energy Efficiency22▲ 3.4×20 topics
  18. Big Data Analytics21▲ 15×4 topics
  19. Classification21▲ 6.7×8 topics
  20. Feature Selection21▲ 14×6 topics
  21. Cybersecurity19▲ 11×4 topics
  22. Transfer Learning17▲ 13×2 topics
  23. Privacy15▲ 7.8×4 topics
  24. 5G Networks15▲ 11×5 topics
  25. IoT14▲ 5.3×13 topics
  26. Anomaly Detection14▲ 6.9×4 topics
  27. Medical Diagnosis14▲ 22×2 topics
  28. Classification Models13▲ 22×1 topic
  29. Edge Computing13▲ 15×2 topics
  30. Heart Disease Prediction13▲ 22×1 topic
  31. Security and Privacy13▲ 9.8×3 topics
  32. Distributed Systems13▲ 11×4 topics
  33. Fog Computing12▲ 16×1 topic
  34. Mobile Edge Computing12▲ 11×2 topics
  35. Convolutional Neural Network12▲ 11×3 topics
  36. Virtualization12▲ 21×2 topics
  37. Resource Management12▲ 10×2 topics
  38. Data Centers12▲ 29×1 topic
  39. MapReduce12▲ 29×1 topic
  40. Security Analysis12▲ 10×4 topics

Which research topics does Duhok Polytechnic University publish most on?

By volume in 2022-now: Artificial Intelligence in Healthcare, IoT and Edge/Fog Computing, Cloud Computing and Resource Management and Network Security and Intrusion Detection.

  1. 1 Artificial Intelligence in Healthcare Health Information Management 13 works
  2. 2 IoT and Edge/Fog Computing Computer Networks and Communications 12 works
  3. 3 Cloud Computing and Resource Management Information Systems 12 works
  4. 4 Network Security and Intrusion Detection Computer Networks and Communications 10 works
  5. 5 Brain Tumor Detection and Classification Neurology 10 works
  6. 6 Big Data and Business Intelligence Management Information Systems 9 works
  7. 7 Blockchain Technology Applications and Security Information Systems 8 works
  8. 8 Military Technology and Strategies Aerospace Engineering 7 works
  9. 9 Legal and Regulatory Analysis Transportation 7 works
  10. 10 Linguistic, Cultural, and Literary Studies Sociology and Political Science 7 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 available82.7%not open17.3%

World: 40% of research is openly available.

with international co-authors15.6%domestic only84.4%

World: 18% is written across borders.

How has Duhok Polytechnic University's research output changed?

Output in 2022-2025 was 108% higher than in 2018-2021.

still counting20052010201520202025
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 Duhok Polytechnic University as a percentage of every work published that year, 0.0033% in 2024.

still counting0.0020%0.0040%Duhok Polytechnic University0.0030% in 202519801990200020102020

Fractional works of Duhok Polytechnic University 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 counting10%20%30%Duhok Polytechnic University11.3% in 2025all institutions10.0% in 20252020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 25.2% in 2021.

Other research institutions in Dihok

All research institutions in Dihok

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Duhok Polytechnic University on Science Explorer

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