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Algeria vs Morocco

On research quality in 2022-now, Morocco ranks #94 in the world and Algeria #148, of 189 countries. Algeria stands higher in 0 of the 23 fields both publish in, Morocco in 23.

Research profiles alike: 0.62similar shapes of research, whatever their size. How it is measured

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Algeria

World rank, 2022-now
#148
#124 all time
Works, 2022-now
43k
fractional
Top-10% rate
5.8%
share of its work among the world's most cited
Open access
39%
of its works free to read

Strongest relative focus: Numerical Analysis, Applied Mathematics, Modeling and Simulation.

Morocco

World rank, 2022-now
#94
#83 all time
Works, 2022-now
64k
fractional
Top-10% rate
7.7%
share of its work among the world's most cited
Open access
47%
of its works free to read

Strongest relative focus: Algebra and Number Theory, Applied Mathematics, Metals and Alloys.

Who leads, measure by measure?

Morocco leads on 7 of 9 measures: research quality, excellence for its fields, output, top-10% rate, citations per work, open access and growth. Algeria leads on 1 of 9 measures: international co-authorship. The two are level on institutions in the world top 100.

Algeria 11 level7 Morocco
  1. #148Research qualityworld rank of 189 countries, 2022-now#94
  2. 0.61×Excellence for its fieldsits top-10% rate against what its topics predict; 1.00× is as expected0.79×
  3. 43kOutputfractional works, 2022-now64k
  4. 5.8%Top-10% rateshare of its works among the world's most cited7.7%
  5. 7.1Citations per workall time, per fractional work9.7
  6. 0World top 100institutions it holds among the world's best 1000
  7. 39%Open accessof its works free to read, all time47%
  8. 24%Internationalof its works written with co-authors abroad, all time23%
  9. -1%Growthworks in 2022-25 against 2018-21; half a bar is no change+55%

A rank is drawn as its standing: the longer the bar, the nearer the top. Anything else is drawn against the larger of the two, and two values a hair apart are called level. Quality, excellence and the top-10% rate are explained in the methodology.

Who leads in each field?

Algeria stands higher in 0 of 23 fields, Morocco in 23. Morocco leads most in Environmental Science (#65 against #110). Each bar is that side's standing among all countries ranked in the field: the full bar is first place.

Algeria 023 Morocco
  1. #119Agricultural and Biological Sciences#84
  2. #101Arts and Humanities#93
  3. #102Biochemistry, Genetics and Molecular Biology#83
  4. #105Business, Management and Accounting#77
  5. #69Chemistry#52
  6. #97Computer Science#74
  7. #75Decision Sciences#69
  8. -Dentistry#57
  9. #77Earth and Planetary Sciences#53
  10. #104Economics, Econometrics and Finance#94
  11. #60Energy#54
  12. #92Engineering#67
  13. #110Environmental Science#65
  14. #106Health Professions#92
  15. -Immunology and Microbiology#66
  16. #82Materials Science#54
  17. #74Mathematics#55
  18. #147Medicine#133
  19. #69Neuroscience#59
  20. -Nursing#57
  21. #68Physics and Astronomy#66
  22. #105Psychology#94
  23. #144Social Sciences#128

Standing is the percentile of world rank within each field, 2022-now; the printed number is the rank itself. A dash means the field is too small there to rank. How sides are compared.

The numbers behind each field

Click a heading to sort. The side that does better in a pair of columns is shaded: a lower rank, a higher rate, more works.

Field Algeria rankMorocco rank Algeria top 10%Morocco top 10% Algeria worksMorocco works
Agricultural and Biological Sciences #119 #84 5.9% 12.6% 2.8k 3.8k
Arts and Humanities #101 #93 6.1% 9.4% 1.4k 1.2k
Biochemistry, Genetics and Molecular Biology #102 #83 4.9% 5.5% 1.1k 2k
Business, Management and Accounting #105 #77 5.3% 7.9% 739 2.8k
Chemistry #69 #52 9.0% 15.4% 970 1k
Computer Science #97 #74 6.1% 8.8% 4.8k 7.1k
Decision Sciences #75 #69 5.2% 7.9% 312 712
Dentistry - #57 - 4.2% - 301
Earth and Planetary Sciences #77 #53 4.7% 11.1% 725 1k
Economics, Econometrics and Finance #104 #94 6.9% 7.3% 636 1.3k
Energy #60 #54 6.8% 9.6% 1.2k 1k
Engineering #92 #67 5.7% 8.5% 11k 9.9k
Environmental Science #110 #65 5.4% 10.1% 2.5k 3.4k
Health Professions #106 #92 5.9% 9.1% 491 1.2k
Immunology and Microbiology - #66 - 2.9% - 405
Materials Science #82 #54 7.2% 11.4% 2.7k 2.5k
Mathematics #74 #55 6.7% 8.1% 1.7k 2.1k
Medicine #147 #133 3.7% 2.8% 3.7k 14k
Neuroscience #69 #59 3.6% 5.1% 249 509
Nursing - #57 - 8.5% - 232
Physics and Astronomy #68 #66 6.2% 10.5% 1.2k 1.2k
Psychology #105 #94 5.4% 6.1% 464 1.1k
Social Sciences #144 #128 6.2% 8.6% 3.2k 4.5k

What is each known for?

The keywords that describe each side's research, by fractional works in 2022-now and weighted toward what it does more of than the world.

Algeria

▲ more of its work than of the world's◆ about the world's share▼ less than the world's
All 40 words, with their numbers
  1. Deep Learning2,412▲ 1.45×84 topics
  2. Machine Learning2,407▲ 1.50×95 topics
  3. Renewable Energy1,864▲ 2.7×59 topics
  4. Climate Change1,361◆ 1.04×117 topics
  5. Environmental Impact1,193▲ 1.45×72 topics
  6. Sustainability1,073◆ 0.91×119 topics
  7. Neural Networks1,047▲ 1.41×41 topics
  8. Mechanical Properties1,038▲ 2.2×39 topics
  9. Nanomaterials948▲ 1.88×21 topics
  10. Remote Sensing904▲ 1.54×37 topics
  11. Solar Energy845▲ 5.6×5 topics
  12. Power Electronics836▲ 5.4×8 topics
  13. Heat Transfer756▲ 3.2×20 topics
  14. Energy Efficiency742▲ 1.67×46 topics
  15. Antioxidant715▲ 2.2×51 topics
  16. Artificial Neural Networks705▲ 3.2×10 topics
  17. Nanostructures664▲ 3.4×17 topics
  18. Antioxidant Activity653▲ 2.2×32 topics
  19. Renewable Energy Integration643▲ 4.1×6 topics
  20. Medicinal Plants613▲ 3.3×20 topics
  21. Parameter Estimation578▲ 9.5×6 topics
  22. Nonlinear Systems537▲ 5.1×8 topics
  23. Nanocrystals496▲ 4.0×5 topics
  24. Efficiency461▲ 3.2×8 topics
  25. Semiconductors458▲ 3.3×6 topics
  26. Flavonoids453▲ 3.7×12 topics
  27. Model Predictive Control450▲ 3.7×6 topics
  28. Grid Integration442▲ 8.8×4 topics
  29. Grid-Connected Inverters442▲ 13×2 topics
  30. Nonlinear Equations423▲ 6.8×6 topics
  31. Phenolic Compounds411▲ 4.7×9 topics
  32. Modeling and Simulation397▲ 13×2 topics
  33. Controllability389▲ 18×2 topics
  34. Maximum Power Point Tracking388▲ 16×1 topic
  35. Photovoltaic Arrays388▲ 16×1 topic
  36. Spintronics376▲ 6.1×4 topics
  37. Decentralized Control345▲ 6.1×2 topics
  38. Boundary Value Problems344▲ 14×3 topics
  39. Experimental Investigation322▲ 6.5×5 topics
  40. Phase Change Materials319▲ 7.0×3 topics

Morocco

▲ more of its work than of the world's◆ about the world's share▼ less than the world's
All 40 words, with their numbers
  1. Machine Learning4,199▲ 1.69×97 topics
  2. Deep Learning4,074▲ 1.58×84 topics
  3. Epidemiology3,452▲ 1.16×137 topics
  4. Sustainability2,246▲ 1.23×120 topics
  5. Renewable Energy2,052▲ 1.90×55 topics
  6. Climate Change1,946◆ 0.96×115 topics
  7. Neural Networks1,735▲ 1.50×41 topics
  8. Supply Chain Management1,456▲ 2.2×26 topics
  9. Treatment1,456▲ 1.60×52 topics
  10. Diagnosis1,433▲ 2.1×41 topics
  11. Environmental Impact1,389◆ 1.09×72 topics
  12. Healthcare1,314▲ 1.54×35 topics
  13. Internet of Things1,229▲ 1.92×31 topics
  14. Remote Sensing1,192▲ 1.30×36 topics
  15. Big Data1,143▲ 1.60×34 topics
  16. Artificial Intelligence1,041◆ 0.98×62 topics
  17. Energy Efficiency947▲ 1.37×44 topics
  18. Surgical Management880▲ 2.9×20 topics
  19. Convolutional Neural Networks860▲ 1.58×14 topics
  20. Security854▲ 1.71×30 topics
  21. Management839▲ 1.41×39 topics
  22. Antioxidant Activity782▲ 1.68×32 topics
  23. Chemotherapy771▲ 1.45×25 topics
  24. Solar Energy754▲ 3.2×5 topics
  25. Medicinal Plants739▲ 2.5×20 topics
  26. Risk Management689▲ 1.94×19 topics
  27. Artificial Neural Networks664▲ 1.95×10 topics
  28. IoT Security664▲ 2.9×3 topics
  29. Prognostic Factors661▲ 2.0×14 topics
  30. Power Electronics569▲ 2.4×8 topics
  31. Nonlinear Equations439▲ 4.6×6 topics
  32. Parameter Estimation416▲ 4.4×6 topics
  33. Territorial Governance406▲ 4.7×4 topics
  34. Local Development399▲ 5.2×2 topics
  35. North Africa395▲ 15×2 topics
  36. Grid-Connected Inverters358▲ 6.6×2 topics
  37. Subduction352▲ 6.3×3 topics
  38. Controllability330▲ 10×2 topics
  39. Maximum Power Point Tracking323▲ 8.7×1 topic
  40. Photovoltaic Arrays323▲ 8.7×1 topic

Size is fractional works in the topics tagged with each word; colour is the word's share of the side's work against its share of the world's. Each word links to the topic it comes from most.

How has their output grown?

Morocco has out-published Algeria every year since 2020, when it overtook it.

still counting10k20kMorocco19k in 2025Algeria12k in 20251990200020102020

Fractional works per year.

Their share of all research

Growing output can still be a shrinking share, because all of science grows. Each line is a side as a percentage of every work published that year.

still counting0.20%0.40%Morocco0.32% in 2025Algeria0.20% in 202519801990200020102020

Fractional works over all fractional works that year. How the balance of science has shifted.

How much of it reaches the world top 10%

The share of each side's works, year by year, that reached the world's 10% most cited for their field and year. The average of all institutions is 10.0% (why not 10%).

still counting5%10%15%Morocco8.1% in 2025Algeria6.6% in 2025200020102020

A year with under 1% of the side's peak output is left out: a rate over a handful of papers says nothing. The latest years are still being cited.

Who holds more of the world's best institutions?

A country's average quality and the number of institutions it holds at the very top can disagree, and both are worth knowing. The counts are nested: an institution in the top 50 is also in the top 100.

Algeria 05 level0 Morocco
  1. 0In the world top 500
  2. 0In the top 1000
  3. 0In the top 5000
  4. 0In the top 1,0000
  5. #51Elite capacityrank among 204 countries#51

Institutions ranked on research quality, 2022-now. Elite capacity counts a country's institutions by their worldwide rank, weighted so a place at #1 counts for more than one at #480.

Which publishes more research, Algeria or Morocco?

Morocco publishes 1.5× as much research as Algeria in 2022-now (64k against 43k fractional works).

Whose research has more impact, Algeria or Morocco?

7.7% of Morocco's research reaches the world's top 10% most cited, against 5.8% for Algeria.

Is Algeria or Morocco growing faster?

Output in 2022-25 was +55% against 2018-21 for Morocco, and -1% for Algeria.

Which has more open access research, Algeria or Morocco?

47% of Morocco's research is free to read, against 39% of Algeria's.

Which has more world-class institutions, Algeria or Morocco?

Algeria holds 0 of the world's top 100 research institutions and Morocco 0; in the top 1,000 it is 0 against 0.

Which institutions lead in each country?

The highest-ranked institutions on each side on research quality, 2022-now. The percentage is each institution's own top-10% rate: the share of its works that are among the world's 10% most cited for their field and year. Every figure stands alone, so they do not add up to 100%.

Algeria

  1. 1Ministère de la Culture8.1% top 10% · 1k works
  2. 2University of Biskra6.5% top 10% · 1.3k works
  3. 3Centre Hospitalo-Universitaire Bab El Oued8.9% top 10% · 592 works
  4. 4University of Béjaïa4.8% top 10% · 1.2k works
  5. 5University of Laghouat4.8% top 10% · 845 works
  6. 6University of Batna 14.2% top 10% · 1.4k works

Morocco

  1. 1Université Mohammed VI Polytechnique16.8% top 10% · 1.8k works
  2. 2Université Ibn-Tofail7.0% top 10% · 4.1k works
  3. 3Université Hassan 1er9.8% top 10% · 1.5k works
  4. 4Abdelmalek Essaâdi University7.5% top 10% · 3.8k works
  5. 5Université Ibn Zohr9.1% top 10% · 2.9k works
  6. 6Sidi Mohamed Ben Abdellah University9.6% top 10% · 5.6k works

The number is the rank inside the country. The track on each row is the top-10% rate; the tick is the average of all institutions, 10.0% (how it is set): teal above it, red below. The ranking is the quality score, which compares the rate with what each institution's own topics predict and adds a small reward for size, so the rates do not fall in order.

Who are the top researchers on each side?

The most cited researchers on each side, among those ranked.

Algeria

  1. 1 Kamel Si Mohammed #16,456 worldwide 2.9k citations · 120 works
  2. 2 Meriem Abdoun #19,682 worldwide 16k citations · 80 works
  3. 3 A. Mellit #43,083 worldwide 15k citations · 267 works
  4. 4 Abdelmalek Bouzenada #44,864 worldwide 1.2k citations · 139 works
  5. 5 Khaled Derkaoui #70,622 worldwide 1k citations · 56 works

Morocco

  1. 1 Aziz A. Bousfiha #12,714 worldwide 11k citations · 60 works
  2. 2 Muhammad Nabeel Ikram #15,633 worldwide 5.5k citations · 106 works
  3. 3 A. Allouhi #37,806 worldwide 7.7k citations · 134 works
  4. 4 Anass Cherrafi #64,369 worldwide 4.8k citations · 123 works
  5. 5 Asmae Berrada #72,405 worldwide 2.5k citations · 75 works