Indexation module output assessment

All texts included in KEOPS are parsed by the Index module, and tagged with keywords. The keywords of the texts are also associated with the project to which each of them is attached.

The text corpus currently included in KEOPS involves

208
projects and contains
1887
texts coming from:
  • 208
    database project sheets
  • 1227
    documents collected by task 3.1
  • 156
    websites

KEOPS uses 5 referentials (i.e. groups of keywords) to parse the texts:

  • EXPERT: includes the keywords present in the "keywords" section of the database built by WP3.
  • PRETORIA: contains the keywords identified at the Pretoria workshop in 2019 (Roche et al. 2020). Elaborated from the documents provided by the participants, it highlights the relevant terms for the members of the LEAP4FNSSA project.
  • AGROVOC: contains the AGROVOC thesaurus, that covers all areas of interest of the Food and Agriculture Organization (FAO) of the United Nations. AGROVOC consists of +37,000 concepts, corresponding to the prefered terms of the areas of interest, as well as synonyms. For instance, Maghreb is a synonym of the preferential term “North Africa”.
  • BIOTEX: contains the most discriminative keywords (= terms) appearing in the text corpus. These keywords are identified using the software BioTex (Lossio-Ventura et al. 2016).
  • EXTRACT: contains the named entities (organization, geographic location) identified and extracted from the text corpus by the software SpaCy using the module EXTRACT.

The aim of the output presented below is to evaluate the indexation methods implemented in KEOPS. Additional outputs, to evaluate KEOPS, will be provided at a later date. These outputs will serve as a basis for building the decision-making tools made available for the HLPD to drive the roadmap.

References

  • Lossio-Ventura J.A., Jonquet C., Roche M., Teisseire M. 2016. Biomedical term extraction: overview and a new methodology. Information Retrieval Journal 19(1-2): 59-99.
  • Helmer T., Martin P., Roche M. 2020. KEOPS - Knowledge ExtractOr Pipeline System. Montpellier. CIRAD Document, 4 p. : https://agritrop.cirad.fr/595946/
  • Roche M., Helmer T., Martin P., Chaminuka P., Dimitriou I., Csorba A., Lindsten A., Lundén T., van Boheemen P., 2020. LEAP4FNSSA (WP3 - KMS): Terminology for KEOPS. doi:10.18167/DVN1/GQ8DPL, CIRAD Dataverse, V1

Mots-clés experts

P7. Number of texts and projects per PRETORIA keyword

As the PRETORIA keywords were chosen by people with knowledge of the context of the HLPD roadmap, this result has a high confidence value.
475 · 65
Water management
527 · 70
Crops
1131 · 144
Agricultural innovation systems
690 · 102
Adaptation to climate change
1106 · 144
Research + Training
1020 · 134
Partnerships in agricultural research development
1087 · 137
Project management
1058 · 138
Food security

P8. Number of texts and projects per EXPERT keyword

As the EXPERT keywords were identified by people filling in the database project sheets , this result has a high confidence value. Only the results for the first 100 keywords, appearing most frequently in the corpus, are presented.
849 · 97
Water
763 · 103
Food
580 · 100
food security
572 · 98
technology
504 · 96
collaboration
501 · 91
climate change
443 · 83
communication
393 · 61
irrigation
380 · 64
Biodiversity
363 · 49
land use
356 · 60
Maize
353 · 56
methodology
346 · 61
Health
344 · 55
rice
329 · 54
food production
327 · 86
Innovation
321 · 48
governance
321 · 50
employment
307 · 48
foods
306 · 43
fish
280 · 59
Nutrition
262 · 52
Cooperation
241 · 49
diet
241 · 44
contamination
240 · 59
breeding
221 · 49
pollution
218 · 37
Cereals
213 · 48
crop production
212 · 41
water resources
212 · 41
pesticides
212 · 52
Partnership
211 · 46
Sustainability
205 · 50
Food safety
205 · 44
Water management
203 · 46
fisheries
192 · 29
cassava
191 · 36
ecosystem services
185 · 33
civil society
184 · 43
Identification
183 · 45
nitrogen
180 · 42
sorghum
179 · 29
groundwater
171 · 41
nutrition security
164 · 44
soil fertility
160 · 41
greenhouse
159 · 36
Agroforestry
153 · 33
Forest
151 · 40
Energy
150 · 35
aquaculture
148 · 20
recycling
143 · 40
smallholders
141 · 40
sustainable agriculture
141 · 42
prevention
137 · 26
empowerment
136 · 31
millet
134 · 29
beans
130 · 35
local communities
127 · 50
Biotechnology
122 · 29
fermentation
122 · 34
sheep
117 · 35
Legumes
116 · 27
local stakeholders
114 · 36
diagnosis
108 · 21
pigs
100 · 34
fertilization
99 · 29
farming practices
98 · 23
remote sensing
98 · 18
Markets
94 · 29
crop yields
94 · 26
differentiation
94 · 24
Milk
92 · 22
banana
90 · 24
nutritional value
87 · 22
corn
87 · 15
water sources
84 · 26
market access
83 · 34
environmental impact
83 · 24
agribusiness
81 · 26
groundnut
78 · 14
tomatoes
75 · 27
decision support
74 · 27
palm
72 · 19
tubers
70 · 10
healthy food
69 · 24
citrus
69 · 28
African research
69 · 19
desertification
65 · 26
sustainable intensification
65 · 21
rain-fed
63 · 26
cowpea
61 · 26
pest management
60 · 13
organic farming
59 · 20
goat
58 · 2
urban food production
58 · 17
purification
55 · 22
carbon sequestration
55 · 20
climate change adaptation
55 · 20
business models
54 · 15
cheese
54 · 21
traditional knowledge

Mots-clés Agrovoc

P9. Number of texts and projects per AGROVOC keyword mapped with PRETORIA

243 · 39
Water management
586 · 80
Crops
20 · 9
Agricultural innovation systems
68 · 23
Adaptation to climate change
1134 · 142
Research
611 · 97
Training
300 · 65
Partnerships in agricultural research development
100 · 41
Project management
601 · 93
Food security

P10. Number of texts and projects per AGROVOC keyword

1245 · 165
research
1156 · 170
development
1094 · 169
production
1084 · 150
Africa
1065 · 132
calcium ammonium nitrate
1040 · 152
management
1019 · 149
results
993 · 142
agriculture
982 · 128
information
973 · 148
systems
962 · 148
countries
956 · 142
products
917 · 143
quality
917 · 124
data
906 · 113
water
901 · 137
activities
895 · 108
time
895 · 113
analysis
873 · 136
equipment
866 · 110
scale
863 · 119
resources
843 · 110
area
823 · 129
European Union
819 · 143
farmers
806 · 115
environment
793 · 101
services
793 · 92
world wide web
779 · 105
needs
774 · 121
climate
773 · 107
levels
765 · 110
methods
757 · 102
growth
746 · 98
WHO
744 · 137
stakeholders
743 · 117
world
740 · 116
strategies
735 · 107
assessment
722 · 124
technology
718 · 101
groups
703 · 88
land
702 · 105
population
697 · 99
processes
692 · 114
health
687 · 90
lead
686 · 123
implementation
661 · 107
projects
657 · 113
training
654 · 117
scientists
652 · 109
food security
650 · 94
factors
641 · 104
design
641 · 109
approaches
637 · 102
soil
635 · 100
crops
634 · 117
farming systems
627 · 90
state
625 · 106
organizations
623 · 92
processing
614 · 105
monitoring
612 · 86
uses
612 · 93
supply
611 · 120
innovation
606 · 98
evaluation
600 · 89
economic distribution
596 · 100
communities
594 · 103
application
593 · 96
effects
592 · 102
institutions
588 · 87
collection
586 · 97
funding
583 · 84
income
582 · 107
sustainability
575 · 98
Europe
573 · 91
consumption
570 · 109
solutions
566 · 92
improvement
564 · 87
demand
562 · 106
climate change
561 · 89
education
553 · 85
government
553 · 100
livestock
550 · 86
risk
541 · 95
nutrition
540 · 111
productivity
539 · 85
participation
536 · 100
collaboration
534 · 80
markets
528 · 80
energy
509 · 92
organization
500 · 79
European Commission
489 · 69
storage
487 · 70
individuals
477 · 68
UN
434 · 67
United Kingdom
431 · 66
rain
425 · 73
enterprises
419 · 67
FAO
413 · 60
transport
393 · 65
foods
351 · 45
legislation

P11. Average number of AGROVOC concepts per text

This indicator measures the relevance of the Agrovoc thesaurus for indexing the texts collected to process the HLPD roadmap.
159.67

Mots-clés BioTex

P12. Number of texts and projects per BIOTEX keyword

Only the results for the first 100 keywords, appearing most frequently in the corpus, are presented.
427 · 90
european union
392 · 66
south africa
340 · 54
case study
286 · 63
agricultural research
270 · 72
research institute
267 · 55
burkina faso
260 · 56
west africa
254 · 47
food systems
229 · 56
high level
221 · 53
food safety
209 · 42
world bank
188 · 30
food supply
174 · 51
east africa
159 · 37
united kingdom
157 · 5
urban agriculture
157 · 32
action plan
154 · 14
african food
143 · 5
urban food
131 · 21
food policy
131 · 15
waste management
125 · 1
food tradition
124 · 1
tradition revisited
104 · 33
wageningen university
103 · 27
addis ababa
99 · 1
ruaf foundation
94 · 9
international water
89 · 29
east african
88 · 2
peri-urban agriculture
84 · 14
food waste
81 · 7
management institute
80 · 20
national food
76 · 13
sri lanka
68 · 23
international food
63 · 1
de zeeuw
63 · 15
dar es
62 · 14
es salaam
62 · 26
policy research
56 · 18
level policy
56 · 22
research program
55 · 19
innovation partnership
52 · 22
eu member
51 · 5
niger delta
46 · 1
policy council
46 · 10
central america
45 · 10
regional economic
44 · 15
knowledge management
42 · 12
joint africa
40 · 23
makerere university
40 · 12
eu strategy
38 · 2
ga nr
36 · 1
pay drechsel
36 · 1
dominique pallet
35 · 14
eu-africa research
35 · 1
e-agri ga
34 · 13
cape verde
34 · 1
kishk sa
33 · 1
henk de
33 · 3
keith tomlins
31 · 11
union commission
31 · 17
mediterranean area
30 · 13
summary report
29 · 12
european parliament
29 · 18
research group
28 · 8
executive director
27 · 14
indian ocean
27 · 12
southeast asia
26 · 18
nationale de
26 · 9
national economy
25 · 9
regional universities
25 · 9
universities forum
25 · 3
unesco-ihe institute
24 · 10
project leader
24 · 14
research areas
24 · 8
bobo dioulasso
23 · 10
director general
23 · 9
water policy
22 · 2
oum zessar
22 · 6
h2020 project
22 · 4
eu h2020
21 · 8
water system
21 · 12
centre national
20 · 1
technologies revisited
20 · 11
staff exchange
19 · 6
hlpd bureau
19 · 5
agroforestry centre
19 · 7
le cirad
19 · 2
danube river
18 · 9
r&i partnership
18 · 7
world agroforestry
18 · 7
agricultural engineering
17 · 2
metropolitan district
17 · 9
economic community
17 · 10
egerton university
16 · 3
western province
15 · 5
swedish university
15 · 5
climate-smart agriculture
14 · 4
zambezi river
14 · 4
group ii
14 · 13
europe africa
14 · 4
wheat yield

Organisations

P13. Number of texts and projects per organization or institution of EXTRACT

Only the results for the first 100 organizations and institutions, appearing most frequently in the corpus, are presented.
618 · 119
EU
531 · 115
Agriculture
498 · 105
Development
462 · 124
Research 
443 · 92
International
400 · 103
Food
394 · 105
University
380 · 67
FAO
357 · 88
Agricultural
357 · 123
Research
354 · 68
N
345 · 109
EU
344 · 89
Institute
339 · 89
Commission
312 · 71
Programme
311 · 84
Sustainable
310 · 79
Science
309 · 51
Farmers
302 · 51
UN
292 · 84
European Union
283 · 62
The European Union
281 · 50
WP
273 · 66
World
271 · 78
European Commission
271 · 63
United
267 · 85
Centre
255 · 56
K
254 · 58
EC
250 · 53
Policy
246 · 58
SYSTEMS
245 · 62
Climate
236 · 60
the European Commission
236 · 59
Central
232 · 51
State
231 · 42
INTRODUCTION
215 · 88
Main
212 · 55
Eastern
211 · 56
Department
201 · 52
Global
200 · 47
CIRAD
200 · 49
Food Security
200 · 58
II
193 · 77
National 
193 · 43
Regional
191 · 49
Burkina Faso
185 · 42
COMMUNITY
182 · 38
Government
180 · 55
Ministry
174 · 24
Urban
173 · 41
Framework
171 · 37
Network
167 · 20
RE
167 · 39
World Bank
164 · 46
Foundation
160 · 38
Multi
155 · 46
Review
153 · 69
Innovation
151 · 42
the United Nations
150 · 61
RESULTS
149 · 51
M
147 · 64
PhD
144 · 32
Benin
142 · 39
United Nations
135 · 41
CIRAD
132 · 48
Group
131 · 42
Society
130 · 28
Farm
129 · 35
Sustainability
126 · 39
Microsoft
126 · 42
Partnership
125 · 32
Niger
122 · 31
Natural Resources
122 · 39
G
120 · 27
GIS
120 · 36
Climate Change
119 · 44
Agricultural Research
119 · 1
Urban Agriculture
118 · 31
Association
116 · 1
RUAF
116 · 36
Ministry of Agriculture
116 · 44
Faso
115 · 29
Cooperatives
115 · 38
Technical
114 · 30
WHO
113 · 43
Journal
113 · 33
III
112 · 50
Partners
111 · 20
Planning
110 · 39
Social
110 · 38
Sub-Saharan Africa
109 · 33
WATER
109 · 28
CGIAR
106 · 28
the World Bank
105 · 22
UNESCO
105 · 21
the European Union’s
105 · 38
FP7
105 · 7
IWMI
105 · 46
Council
104 · 38
Education
103 · 44
African Union

P14. Number of texts and projects per organization or institution of EXPERT (field “partners” in the database)

Only the results for the first 100 organizations of institutions, appearing most frequently in the corpus, are presented.
44
Agricultural Research Centre for International Development (CIRAD)
22
Research Institute for Development (IRD)
19
Makerere University
19
CSIC - Spanish National Research Council
15
Wageningen University
15
Council for Scientific and Industrial Research (CSIR-Ghana)
14
University of Nairobi
13
International Livestock Research Institute (ILRI)
13
University of Pretoria
12
International Institute of Tropical Agriculture (IITA)
11
University of Copenhagen
10
Cheikh Anta Diop University in Dakar (UCAD)
10
French National Research Institute for Agriculture, Food and Environment (INRAE)
10
University Abomey-Calavi
9
Natural Resources Institute Finland (LUKE)
9
Agricultural Research Council (ARC)
9
KU Leuven
8
Kenya Agricultural and Livestock Research Organization (KALRO)
8
University of Bologna
8
Sokoine University of Agriculture
8
Stellenbosch University
8
University of Milan
8
Eduardo Mondlane University (UEM)
8
French National Institute for Agricultural Research (INRA)
8
Council for Scientific and Industrial Research (CSIR)
7
International Center of Insect Physiology and Ecology (ICIPE)
7
National Agricultural Research Organisation (NARO)
7
Ghent University
7
University of Hohenheim
7
Food and Agriculture Organization of the United Nations (FAO)
7
National Institute for Agricultural and Food Research and Technology (INIA)
7
University of Helsinki
7
Hassan II Institute of Agronomy and Veterinary Sciences (IAV)
7
International Center for Advanced Mediterranean Agronomic Studies (CIHEAM)
7
Institut National de la Recherche Agronomique (INRA-MAROC)
7
Scientific and Technological Research Council of Turkey (TÜBITAK)
7
University of Malawi
6
International Crops Research Institute for the Semi-Arid Tropics (ICRISAT)
6
VU Amsterdam
6
Institute of Rural Economy (IER)
6
Mekelle University
6
University of Natural Resources and Life Sciences, Vienna (BOKU)
6
University of Zambia
6
Forum for Agricultural Research in Africa (FARA)
6
Technical University of Denmark (DTU)
6
University of Liege
6
National Research Council, Italy (CNR)
6
Institut National de la Recherche Agronomique de Tunisie (INRAT)
6
Aarhus University
6
Institute of Agrifood Research and Technology (IRTA)
6
National Research Centre (NRC)
6
German Aerospace Center (DLR)
6
University of Greenwich
5
University of KwaZulu-Natal
5
Swedish University of Agricultural Sciences (SLU)
5
International Center for Research in Agroforestry / World Agroforestry (ICRAF)
5
Addis Ababa University
5
Norwegian Institute of Bioeconomy Research (NIBIO)
5
Joint Research Centre of the European Commission (JRC)
5
French Agency for Food, Environmental and Occupational Health & Safety (ANSES)
5
University of Antananarivo
5
Ministry of Higher Education and Scientific Research
5
Ministry of Education, Science and Technology (MoEST)
5
National Research Foundation (NRF)
5
ETH Zürich
5
International Water Management Institute (IWMI)
5
Department of Science and Technology (DST)
5
University of Ouagadougou
5
International Center for Research in Agroforestry (ICRAF)
5
Ghana Council for Scientific and Industrial Research (CSIR)
4
International Maize and Wheat Improvement Center (CIMMYT)
4
Lund University
4
Polytechnic University of Bobo-Dioulasso
4
University for Development Studies (UDS)
4
Ministry of Agriculture
4
Leibniz Centre for Agricultural Landscape Research (ZALF)
4
Szent Istvan University
4
University of Eldoret
4
Sahara and Sahel Observatory (OSS)
4
University of Thessaly
4
Friedrich-Loeffler-Institut (FLI) Federal Research institut for Animal Health
4
Norwegian University of Life Sciences (NMBU)
4
Brazilian Agricultural Research Corporation (Embrapa)
4
Félix Houphouët-Boigny University
4
West and Central African Council for Agricultural Research and Development (CORAF/WECARD)
4
Council for Agricultural Research and Economics (CREA)
4
Agricultural University of Athens
4
Algeria National Agronomic Research institute (INRAA)
4
French National Research Agency (ANR)
4
Federal Office for Agriculture and Food (BLE)
4
Agricultural Research Centre (ARC), Egypt
4
University of Jyväskylä
4
Regional Universities Forum for Capacity Building in Agriculture (RUFORUM)
4
Swiss Tropical and Public Health Institute (Swiss TPH)
4
Institute of Tropical Medicine Antwerp
4
University of Bonn
3
Centre de Suivi Ecologique (CSE)
3
African Forum for Agricultural Advisory Services (AFAAS)
3
Federal Department of Economic Affairs, Education and Research
3
University of Cape Coast

P15. Comparison of P13 and P14 lists

For the 100 organizations/institutions identified in P13 and P14, are listed those exclusively present in EXTRACT, those exclusively present in EXPERT, and those present in both EXTRACT and EXPERT. Organizations and institutions are ranked from the most frequent to the least frequent

Only in EXTRACT

99
  1. eu
  2. agriculture
  3. development
  4. research 
  5. international
  6. food
  7. university
  8. fao
  9. agricultural
  10. research
  11. n
  12. eu
  13. institute
  14. commission
  15. programme
  16. sustainable
  17. science
  18. farmers
  19. un
  20. european union
  21. the european union
  22. wp
  23. world
  24. european commission
  25. united
  26. centre
  27. k
  28. ec
  29. policy
  30. systems
  31. climate
  32. the european commission
  33. central
  34. state
  35. introduction
  36. main
  37. eastern
  38. department
  39. global
  40. cirad
  41. food security
  42. ii
  43. national 
  44. regional
  45. burkina faso
  46. community
  47. government
  48. ministry
  49. urban
  50. framework
  51. network
  52. re
  53. world bank
  54. foundation
  55. multi
  56. review
  57. innovation
  58. the united nations
  59. results
  60. m
  61. phd
  62. benin
  63. united nations
  64. cirad
  65. group
  66. society
  67. farm
  68. sustainability
  69. microsoft
  70. partnership
  71. niger
  72. natural resources
  73. g
  74. gis
  75. climate change
  76. agricultural research
  77. urban agriculture
  78. association
  79. ruaf
  80. faso
  81. cooperatives
  82. technical
  83. who
  84. journal
  85. iii
  86. partners
  87. planning
  88. social
  89. sub-saharan africa
  90. water
  91. cgiar
  92. the world bank
  93. unesco
  94. the european union’s
  95. fp7
  96. iwmi
  97. council
  98. education
  99. african union

Intersection

1
  1. ministry of agriculture

Only in EXPERT

99
  1. agricultural research centre for international development (cirad)
  2. research institute for development (ird)
  3. makerere university
  4. csic - spanish national research council
  5. wageningen university
  6. council for scientific and industrial research (csir-ghana)
  7. university of nairobi
  8. international livestock research institute (ilri)
  9. university of pretoria
  10. international institute of tropical agriculture (iita)
  11. university of copenhagen
  12. cheikh anta diop university in dakar (ucad)
  13. french national research institute for agriculture, food and environment (inrae)
  14. university abomey-calavi
  15. natural resources institute finland (luke)
  16. agricultural research council (arc)
  17. ku leuven
  18. kenya agricultural and livestock research organization (kalro)
  19. university of bologna
  20. sokoine university of agriculture
  21. stellenbosch university
  22. university of milan
  23. eduardo mondlane university (uem)
  24. french national institute for agricultural research (inra)
  25. council for scientific and industrial research (csir)
  26. international center of insect physiology and ecology (icipe)
  27. national agricultural research organisation (naro)
  28. ghent university
  29. university of hohenheim
  30. food and agriculture organization of the united nations (fao)
  31. national institute for agricultural and food research and technology (inia)
  32. university of helsinki
  33. hassan ii institute of agronomy and veterinary sciences (iav)
  34. international center for advanced mediterranean agronomic studies (ciheam)
  35. institut national de la recherche agronomique (inra-maroc)
  36. scientific and technological research council of turkey (tübitak)
  37. university of malawi
  38. international crops research institute for the semi-arid tropics (icrisat)
  39. vu amsterdam
  40. institute of rural economy (ier)
  41. mekelle university
  42. university of natural resources and life sciences, vienna (boku)
  43. university of zambia
  44. forum for agricultural research in africa (fara)
  45. technical university of denmark (dtu)
  46. university of liege
  47. national research council, italy (cnr)
  48. institut national de la recherche agronomique de tunisie (inrat)
  49. aarhus university
  50. institute of agrifood research and technology (irta)
  51. national research centre (nrc)
  52. german aerospace center (dlr)
  53. university of greenwich
  54. university of kwazulu-natal
  55. swedish university of agricultural sciences (slu)
  56. international center for research in agroforestry / world agroforestry (icraf)
  57. addis ababa university
  58. norwegian institute of bioeconomy research (nibio)
  59. joint research centre of the european commission (jrc)
  60. french agency for food, environmental and occupational health & safety (anses)
  61. university of antananarivo
  62. ministry of higher education and scientific research
  63. ministry of education, science and technology (moest)
  64. national research foundation (nrf)
  65. eth zürich
  66. international water management institute (iwmi)
  67. department of science and technology (dst)
  68. university of ouagadougou
  69. international center for research in agroforestry (icraf)
  70. ghana council for scientific and industrial research (csir)
  71. international maize and wheat improvement center (cimmyt)
  72. lund university
  73. polytechnic university of bobo-dioulasso
  74. university for development studies (uds)
  75. leibniz centre for agricultural landscape research (zalf)
  76. szent istvan university
  77. university of eldoret
  78. sahara and sahel observatory (oss)
  79. university of thessaly
  80. friedrich-loeffler-institut (fli) federal research institut for animal health
  81. norwegian university of life sciences (nmbu)
  82. brazilian agricultural research corporation (embrapa)
  83. félix houphouët-boigny university
  84. west and central african council for agricultural research and development (coraf/wecard)
  85. council for agricultural research and economics (crea)
  86. agricultural university of athens
  87. algeria national agronomic research institute (inraa)
  88. french national research agency (anr)
  89. federal office for agriculture and food (ble)
  90. agricultural research centre (arc), egypt
  91. university of jyväskylä
  92. regional universities forum for capacity building in agriculture (ruforum)
  93. swiss tropical and public health institute (swiss tph)
  94. institute of tropical medicine antwerp
  95. university of bonn
  96. centre de suivi ecologique (cse)
  97. african forum for agricultural advisory services (afaas)
  98. federal department of economic affairs, education and research
  99. university of cape coast

Lieux

P16. Number of texts and projects per EXTRACT location

Only the results for the first 100 locations, appearing most frequently in the corpus, are presented.
1075 · 153
Africa
567 · 104
Europe
488 · 97
South
453 · 83
Kenya
410 · 111
EU
388 · 68
South Africa
388 · 64
Ghana
382 · 82
France
362 · 64
Netherlands
345 · 76
Programme
341 · 98
Europe
340 · 74
Uganda
334 · 58
UK
332 · 77
West
319 · 73
East
310 · 57
Ethiopia
302 · 64
Asia
269 · 50
Tanzania
268 · 62
Italy
266 · 61
North
266 · 42
al.
263 · 56
West Africa
258 · 55
Germany
256 · 48
USA
248 · 54
Burkina
246 · 49
America
241 · 98
Agriculture
239 · 44
Senegal
237 · 57
Central
228 · 46
Nigeria
223 · 51
The Netherlands
221 · 67
Saharan
219 · 46
China
219 · 49
US
218 · 65
Spain
215 · 50
Burkina Faso
213 · 39
India
209 · 53
Faso
205 · 32
Brazil
204 · 43
Egypt
200 · 68
France
198 · 42
Nairobi
195 · 59
Saharan Africa
185 · 37
London
182 · 61
Mediterranean
182 · 44
Belgium
178 · 44
Environmental
173 · 27
Canada
172 · 50
East Africa
171 · 35
Rome
169 · 34
Zambia
167 · 42
Portugal
161 · 29
Latin America
161 · 49
Burkina Faso
157 · 43
LA
153 · 40
Earth
153 · 35
Benin
153 · 48
Southern
152 · 32
Mali
150 · 43
States
150 · 50
WP2
150 · 36
Niger
150 · 41
Sub-Saharan Africa
150 · 53
M
146 · 23
Accra
145 · 38
United Kingdom
140 · 51
Le
137 · 25
Madagascar
136 · 25
Zimbabwe
134 · 28
New York
133 · 32
Paris
129 · 34
Morocco
127 · 37
Tunisia
127 · 68
Main
126 · 15
Ecuador
126 · 45
Northern
124 · 36
Southern Africa
123 · 61
Kenya
121 · 42
Western
121 · 33
Australia
121 · 30
District
120 · 37
Brussels
120 · 36
Austria
120 · 32
Switzerland
118 · 40
Tropical
116 · 22
Congo
116 · 33
Mozambique
114 · 35
Monitoring
113 · 23
River
113 · 25
Sudan
113 · 13
Argentina
113 · 73
Centre
112 · 27
Mexico
112 · 33
Malawi
112 · 30
Cameroon
111 · 34
Sahel
111 · 27
Norway
110 · 34
Senegal
109 · 24
Kampala
107 · 31
Appendix

P17. Number of texts and projects per organization or institution of EXPERT (field “Geographic areas” in the project database)

Only the results for the first 100 locations, appearing most frequently in the corpus, are presented.
1100 · 152
Africa
577 · 102
Europe
451 · 83
Kenya
400 · 64
Ghana
398 · 64
Netherlands
385 · 66
South Africa
378 · 81
France
341 · 73
Uganda
315 · 63
Asia
310 · 56
Ethiopia
294 · 47
Senegal
274 · 62
Italy
265 · 55
Germany
258 · 54
Burkina Faso
236 · 45
Nigeria
221 · 46
China
217 · 64
Spain
217 · 40
Mali
217 · 39
India
211 · 36
Benin
210 · 43
Egypt
207 · 32
Brazil
187 · 38
Niger
186 · 44
Belgium
183 · 34
Zambia
173 · 27
Canada
168 · 42
Portugal
155 · 36
Malawi
149 · 32
Cameroon
146 · 27
Madagascar
138 · 25
Zimbabwe
134 · 35
Morocco
133 · 38
Southern Africa
131 · 36
Tunisia
129 · 66
Africa
126 · 15
Ecuador
125 · 35
Austria
123 · 33
Mozambique
121 · 32
Switzerland
120 · 25
Caribbean
120 · 22
Congo
119 · 26
Mexico
118 · 25
Sudan
114 · 29
Guinea
113 · 13
Argentina
111 · 27
Norway
111 · 33
Denmark
99 · 18
Togo
97 · 26
Sweden
86 · 21
Rwanda
85 · 18
Thailand
83 · 29
Greece
80 · 23
Botswana
76 · 16
Namibia
74 · 22
Central Africa
73 · 33
Finland
72 · 20
Eastern Africa
69 · 31
Turkey
67 · 12
Hungary
65 · 21
Jordan
65 · 30
Algeria
61 · 17
Chile
57 · 29
Africa
55 · 17
Sierra Leone
54 · 6
Cuba
50 · 13
Burundi
48 · 17
Angola
46 · 20
Ireland
43 · 10
Central America
43 · 13
Poland
42 · 11
Costa Rica
37 · 15
Malaysia
37 · 10
Liberia
37 · 12
Romania
35 · 13
Mauritania
35 · 15
Gambia
35 · 17
Israel
33 · 8
Nicaragua
32 · 17
Somalia
32 · 12
Czech Republic
31 · 15
Chad
30 · 15
Western Africa
30 · 16
Northern Africa
30 · 6
Uruguay
29 · 12
Libya
28 · 11
Lebanon
27 · 11
Swaziland
27 · 13
Mauritius
24 · 9
Eritrea
24 · 12
Gabon
24 · 6
Jamaica
23 · 6
Latvia
21 · 10
Malta
21 · 4
Eastern Europe
20 · 9
Djibouti
19 · 8
Lithuania
16 · 10
Americas
15 · 10
Burkina Faso
15 · 5
Mali
15 · 5
Senegal

P18. Comparison of P16 and P17 lists

For the 100 locations identified in P16 and P17, are listed those exclusively present in EXTRACT, those exclusively present in EXPERT, and those present in both EXTRACT and EXPERT. Locations are ranked from the most frequent to the least frequent.

Only in EXTRACT

52
  1. south
  2. eu
  3. programme
  4. uk
  5. west
  6. east
  7. tanzania
  8. north
  9. al.
  10. west africa
  11. usa
  12. burkina
  13. america
  14. agriculture
  15. central
  16. the netherlands
  17. saharan
  18. us
  19. faso
  20. nairobi
  21. saharan africa
  22. london
  23. mediterranean
  24. environmental
  25. east africa
  26. rome
  27. latin america
  28. la
  29. earth
  30. southern
  31. states
  32. wp2
  33. sub-saharan africa
  34. m
  35. accra
  36. united kingdom
  37. le
  38. new york
  39. paris
  40. main
  41. northern
  42. western
  43. australia
  44. district
  45. brussels
  46. tropical
  47. monitoring
  48. river
  49. centre
  50. sahel
  51. kampala
  52. appendix

Intersection

48
  1. africa
  2. europe
  3. kenya
  4. south africa
  5. ghana
  6. france
  7. netherlands
  8. europe
  9. uganda
  10. ethiopia
  11. asia
  12. italy
  13. germany
  14. senegal
  15. nigeria
  16. china
  17. spain
  18. burkina faso
  19. india
  20. brazil
  21. egypt
  22. france
  23. belgium
  24. canada
  25. zambia
  26. portugal
  27. burkina faso
  28. benin
  29. mali
  30. niger
  31. madagascar
  32. zimbabwe
  33. morocco
  34. tunisia
  35. ecuador
  36. southern africa
  37. kenya
  38. austria
  39. switzerland
  40. congo
  41. mozambique
  42. sudan
  43. argentina
  44. mexico
  45. malawi
  46. cameroon
  47. norway
  48. senegal

Only in EXPERT

52
  1. caribbean
  2. guinea
  3. denmark
  4. togo
  5. sweden
  6. rwanda
  7. thailand
  8. greece
  9. botswana
  10. namibia
  11. central africa
  12. finland
  13. eastern africa
  14. turkey
  15. hungary
  16. jordan
  17. algeria
  18. chile
  19. sierra leone
  20. cuba
  21. burundi
  22. angola
  23. ireland
  24. central america
  25. poland
  26. costa rica
  27. malaysia
  28. liberia
  29. romania
  30. mauritania
  31. gambia
  32. israel
  33. nicaragua
  34. somalia
  35. czech republic
  36. chad
  37. western africa
  38. northern africa
  39. uruguay
  40. libya
  41. lebanon
  42. swaziland
  43. mauritius
  44. eritrea
  45. gabon
  46. jamaica
  47. latvia
  48. malta
  49. eastern europe
  50. djibouti
  51. lithuania
  52. americas

Evaluation des intersections

P19. Number of texts per EXTRACT organization and PRETORIA keyword

This output presents the thematics in which the organizations/institutions are involved. Only the results for the 100 most frequent "Institution & Thematic" pairs are presented.
486
EU · research
486
EU · research
444
EU · food
439
EU · management
435
EU · knowledge
435
EU · knowledge
435
EU · knowledge
432
Agriculture · research
432
Agriculture · research
418
Agriculture · food
415
EU · impact
411
Agriculture · management
405
Development · research
405
Development · research
404
EU · quality
393
Development · management
386
EU · capacity
386
EU · capacity
385
Agriculture · knowledge
385
Agriculture · knowledge
385
Agriculture · knowledge
383
Agriculture · impact
383
Development · food
375
International · research
375
International · research
365
Agriculture · quality
365
Development · knowledge
365
Development · knowledge
365
Development · knowledge
360
Agriculture · capacity
360
Agriculture · capacity
358
International · management
354
Development · capacity
354
Development · capacity
353
FAO · food
351
Development · quality
348
EU · implementation
346
Development · impact
343
International · food
343
FAO · research
343
FAO · research
343
FAO · management
337
International · knowledge
337
International · knowledge
337
International · knowledge
336
FAO · quality
333
FAO · impact
330
Research  · research
330
Research  · research
330
International · quality
326
International · impact
323
FAO · knowledge
323
FAO · knowledge
323
FAO · knowledge
319
University · research
319
University · research
318
International · capacity
318
International · capacity
313
Agriculture · implementation
312
FAO · capacity
312
FAO · capacity
309
N · research
309
N · research
306
Research  · management
306
N · management
305
Food · research
305
Food · research
303
Research  · food
300
Development · implementation
299
Food · food
295
Agricultural · research
295
Agricultural · research
292
Farmers · research
292
Farmers · research
291
Farmers · management
289
Institute · research
289
Institute · research
288
University · food
287
Agriculture · crop
285
Agricultural · management
284
N · quality
280
University · management
280
N · food
280
Farmers · food
278
Agricultural · food
276
Food · management
276
N · knowledge
276
N · knowledge
276
N · knowledge
276
Institute · management
275
Food · impact
275
N · impact
274
Research  · knowledge
274
Research  · knowledge
274
Research  · knowledge
271
Farmers · knowledge
271
Farmers · knowledge
271
Farmers · knowledge
271
Science · research
271
Science · research

P20. Number of texts per EXPERT organism (field “Partners” in the project database) and PRETORIA keyword

This output presents the thematics in which the institutions are involved. Only the results for the 100 most frequent "Institution & Thematic" pairs are presented.
17
Agricultural Research Centre for International Development (CIRAD) · food
15
Agricultural Research Centre for International Development (CIRAD) · research
15
Agricultural Research Centre for International Development (CIRAD) · research
13
Agricultural Research Centre for International Development (CIRAD) · management
10
Agricultural Research Centre for International Development (CIRAD) · knowledge
10
Agricultural Research Centre for International Development (CIRAD) · knowledge
10
Agricultural Research Centre for International Development (CIRAD) · knowledge
9
Agricultural Research Centre for International Development (CIRAD) · innovation
9
Research Institute for Development (IRD) · research
9
Research Institute for Development (IRD) · research
8
Agricultural Research Centre for International Development (CIRAD) · capacity
8
Agricultural Research Centre for International Development (CIRAD) · capacity
8
Research Institute for Development (IRD) · food
8
Makerere University · food
8
University of Nairobi · food
7
Makerere University · research
7
Makerere University · research
6
Agricultural Research Centre for International Development (CIRAD) · impact
6
Agricultural Research Centre for International Development (CIRAD) · climate change
6
Research Institute for Development (IRD) · management
6
Research Institute for Development (IRD) · capacity
6
Research Institute for Development (IRD) · capacity
6
Makerere University · impact
6
CSIC - Spanish National Research Council · food
6
Council for Scientific and Industrial Research (CSIR-Ghana) · food
6
International Livestock Research Institute (ILRI) · research
6
International Livestock Research Institute (ILRI) · research
6
International Institute of Tropical Agriculture (IITA) · food
6
University Abomey-Calavi · research
6
University Abomey-Calavi · research
6
KU Leuven · food
6
University of Helsinki · food
5
Agricultural Research Centre for International Development (CIRAD) · implementation
5
CSIC - Spanish National Research Council · management
5
Wageningen University · research
5
Wageningen University · research
5
Wageningen University · food
5
Council for Scientific and Industrial Research (CSIR-Ghana) · research
5
Council for Scientific and Industrial Research (CSIR-Ghana) · research
5
University of Nairobi · research
5
University of Nairobi · research
5
University of Nairobi · quality
5
International Livestock Research Institute (ILRI) · food
5
International Livestock Research Institute (ILRI) · knowledge
5
International Livestock Research Institute (ILRI) · knowledge
5
International Livestock Research Institute (ILRI) · knowledge
5
International Livestock Research Institute (ILRI) · livestock
5
University of Pretoria · food
5
International Institute of Tropical Agriculture (IITA) · quality
5
University of Copenhagen · research
5
University of Copenhagen · research
5
University Abomey-Calavi · food
5
University Abomey-Calavi · knowledge
5
University Abomey-Calavi · knowledge
5
University Abomey-Calavi · knowledge
5
University Abomey-Calavi · impact
5
Agricultural Research Council (ARC) · food
5
Aarhus University · management
4
Agricultural Research Centre for International Development (CIRAD) · quality
4
Agricultural Research Centre for International Development (CIRAD) · crop
4
Agricultural Research Centre for International Development (CIRAD) · livestock
4
Agricultural Research Centre for International Development (CIRAD) · partnership
4
Research Institute for Development (IRD) · knowledge
4
Research Institute for Development (IRD) · knowledge
4
Research Institute for Development (IRD) · knowledge
4
Makerere University · knowledge
4
Makerere University · knowledge
4
Makerere University · knowledge
4
Makerere University · capacity
4
Makerere University · capacity
4
Makerere University · livestock
4
CSIC - Spanish National Research Council · capacity
4
CSIC - Spanish National Research Council · capacity
4
Wageningen University · impact
4
Council for Scientific and Industrial Research (CSIR-Ghana) · knowledge
4
Council for Scientific and Industrial Research (CSIR-Ghana) · knowledge
4
Council for Scientific and Industrial Research (CSIR-Ghana) · knowledge
4
Council for Scientific and Industrial Research (CSIR-Ghana) · innovation
4
University of Nairobi · capacity
4
University of Nairobi · capacity
4
International Institute of Tropical Agriculture (IITA) · research
4
International Institute of Tropical Agriculture (IITA) · research
4
International Institute of Tropical Agriculture (IITA) · management
4
International Institute of Tropical Agriculture (IITA) · knowledge
4
International Institute of Tropical Agriculture (IITA) · knowledge
4
International Institute of Tropical Agriculture (IITA) · knowledge
4
International Institute of Tropical Agriculture (IITA) · impact
4
University of Copenhagen · quality
4
University of Copenhagen · impact
4
University Abomey-Calavi · management
4
University Abomey-Calavi · capacity
4
University Abomey-Calavi · capacity
4
Natural Resources Institute Finland (LUKE) · food
4
Natural Resources Institute Finland (LUKE) · capacity
4
Natural Resources Institute Finland (LUKE) · capacity
4
KU Leuven · research
4
KU Leuven · research
4
Kenya Agricultural and Livestock Research Organization (KALRO) · food
4
Kenya Agricultural and Livestock Research Organization (KALRO) · crop
4
Stellenbosch University · knowledge

Only in EXTRACT

100
  1. eu - research
  2. eu - research
  3. eu - food
  4. eu - management
  5. eu - knowledge
  6. eu - knowledge
  7. eu - knowledge
  8. agriculture - research
  9. agriculture - research
  10. agriculture - food
  11. eu - impact
  12. agriculture - management
  13. development - research
  14. development - research
  15. eu - quality
  16. development - management
  17. eu - capacity
  18. eu - capacity
  19. agriculture - knowledge
  20. agriculture - knowledge
  21. agriculture - knowledge
  22. agriculture - impact
  23. development - food
  24. international - research
  25. international - research
  26. agriculture - quality
  27. development - knowledge
  28. development - knowledge
  29. development - knowledge
  30. agriculture - capacity
  31. agriculture - capacity
  32. international - management
  33. development - capacity
  34. development - capacity
  35. fao - food
  36. development - quality
  37. eu - implementation
  38. development - impact
  39. international - food
  40. fao - research
  41. fao - research
  42. fao - management
  43. international - knowledge
  44. international - knowledge
  45. international - knowledge
  46. fao - quality
  47. fao - impact
  48. research  - research
  49. research  - research
  50. international - quality
  51. international - impact
  52. fao - knowledge
  53. fao - knowledge
  54. fao - knowledge
  55. university - research
  56. university - research
  57. international - capacity
  58. international - capacity
  59. agriculture - implementation
  60. fao - capacity
  61. fao - capacity
  62. n - research
  63. n - research
  64. research  - management
  65. n - management
  66. food - research
  67. food - research
  68. research  - food
  69. development - implementation
  70. food - food
  71. agricultural - research
  72. agricultural - research
  73. farmers - research
  74. farmers - research
  75. farmers - management
  76. institute - research
  77. institute - research
  78. university - food
  79. agriculture - crop
  80. agricultural - management
  81. n - quality
  82. university - management
  83. n - food
  84. farmers - food
  85. agricultural - food
  86. food - management
  87. n - knowledge
  88. n - knowledge
  89. n - knowledge
  90. institute - management
  91. food - impact
  92. n - impact
  93. research  - knowledge
  94. research  - knowledge
  95. research  - knowledge
  96. farmers - knowledge
  97. farmers - knowledge
  98. farmers - knowledge
  99. science - research
  100. science - research

Intersection

0

    Only in EXPERT

    100
    1. agricultural research centre for international development (cirad) - food
    2. agricultural research centre for international development (cirad) - research
    3. agricultural research centre for international development (cirad) - research
    4. agricultural research centre for international development (cirad) - management
    5. agricultural research centre for international development (cirad) - knowledge
    6. agricultural research centre for international development (cirad) - knowledge
    7. agricultural research centre for international development (cirad) - knowledge
    8. agricultural research centre for international development (cirad) - innovation
    9. research institute for development (ird) - research
    10. research institute for development (ird) - research
    11. agricultural research centre for international development (cirad) - capacity
    12. agricultural research centre for international development (cirad) - capacity
    13. research institute for development (ird) - food
    14. makerere university - food
    15. university of nairobi - food
    16. makerere university - research
    17. makerere university - research
    18. agricultural research centre for international development (cirad) - impact
    19. agricultural research centre for international development (cirad) - climate change
    20. research institute for development (ird) - management
    21. research institute for development (ird) - capacity
    22. research institute for development (ird) - capacity
    23. makerere university - impact
    24. csic - spanish national research council - food
    25. council for scientific and industrial research (csir-ghana) - food
    26. international livestock research institute (ilri) - research
    27. international livestock research institute (ilri) - research
    28. international institute of tropical agriculture (iita) - food
    29. university abomey-calavi - research
    30. university abomey-calavi - research
    31. ku leuven - food
    32. university of helsinki - food
    33. agricultural research centre for international development (cirad) - implementation
    34. csic - spanish national research council - management
    35. wageningen university - research
    36. wageningen university - research
    37. wageningen university - food
    38. council for scientific and industrial research (csir-ghana) - research
    39. council for scientific and industrial research (csir-ghana) - research
    40. university of nairobi - research
    41. university of nairobi - research
    42. university of nairobi - quality
    43. international livestock research institute (ilri) - food
    44. international livestock research institute (ilri) - knowledge
    45. international livestock research institute (ilri) - knowledge
    46. international livestock research institute (ilri) - knowledge
    47. international livestock research institute (ilri) - livestock
    48. university of pretoria - food
    49. international institute of tropical agriculture (iita) - quality
    50. university of copenhagen - research
    51. university of copenhagen - research
    52. university abomey-calavi - food
    53. university abomey-calavi - knowledge
    54. university abomey-calavi - knowledge
    55. university abomey-calavi - knowledge
    56. university abomey-calavi - impact
    57. agricultural research council (arc) - food
    58. aarhus university - management
    59. agricultural research centre for international development (cirad) - quality
    60. agricultural research centre for international development (cirad) - crop
    61. agricultural research centre for international development (cirad) - livestock
    62. agricultural research centre for international development (cirad) - partnership
    63. research institute for development (ird) - knowledge
    64. research institute for development (ird) - knowledge
    65. research institute for development (ird) - knowledge
    66. makerere university - knowledge
    67. makerere university - knowledge
    68. makerere university - knowledge
    69. makerere university - capacity
    70. makerere university - capacity
    71. makerere university - livestock
    72. csic - spanish national research council - capacity
    73. csic - spanish national research council - capacity
    74. wageningen university - impact
    75. council for scientific and industrial research (csir-ghana) - knowledge
    76. council for scientific and industrial research (csir-ghana) - knowledge
    77. council for scientific and industrial research (csir-ghana) - knowledge
    78. council for scientific and industrial research (csir-ghana) - innovation
    79. university of nairobi - capacity
    80. university of nairobi - capacity
    81. international institute of tropical agriculture (iita) - research
    82. international institute of tropical agriculture (iita) - research
    83. international institute of tropical agriculture (iita) - management
    84. international institute of tropical agriculture (iita) - knowledge
    85. international institute of tropical agriculture (iita) - knowledge
    86. international institute of tropical agriculture (iita) - knowledge
    87. international institute of tropical agriculture (iita) - impact
    88. university of copenhagen - quality
    89. university of copenhagen - impact
    90. university abomey-calavi - management
    91. university abomey-calavi - capacity
    92. university abomey-calavi - capacity
    93. natural resources institute finland (luke) - food
    94. natural resources institute finland (luke) - capacity
    95. natural resources institute finland (luke) - capacity
    96. ku leuven - research
    97. ku leuven - research
    98. kenya agricultural and livestock research organization (kalro) - food
    99. kenya agricultural and livestock research organization (kalro) - crop
    100. stellenbosch university - knowledge

    P22a. Number of texts and projects per EXTRACT country and PRETORIA keyword

    This output presents the thematics per country. All the locations identified by EXTRACT (city, regions, zones...) are brought back to the country level via Geonames. Only the results for the 100 most frequent "place & thematics" pairs are presented.
    362
    Kenya · research
    362
    Kenya · research
    355
    Kenya · food
    343
    Kenya · management
    341
    Kenya · knowledge
    341
    Kenya · knowledge
    341
    Kenya · knowledge
    329
    Netherlands · management
    324
    South Africa · research
    324
    South Africa · research
    318
    Netherlands · research
    318
    Netherlands · research
    317
    South Africa · management
    315
    Kenya · impact
    314
    South Africa · food
    314
    Ghana · food
    313
    Kenya · capacity
    313
    Kenya · capacity
    310
    Kenya · quality
    310
    France · research
    310
    France · research
    309
    South Africa · impact
    308
    Netherlands · food
    305
    Ghana · research
    305
    Ghana · research
    299
    South Africa · knowledge
    299
    South Africa · knowledge
    299
    South Africa · knowledge
    298
    Netherlands · impact
    297
    Ghana · management
    296
    Netherlands · quality
    295
    France · food
    294
    Ghana · quality
    294
    France · quality
    294
    Netherlands · knowledge
    294
    Netherlands · knowledge
    294
    Netherlands · knowledge
    285
    Netherlands · capacity
    285
    Netherlands · capacity
    284
    Ghana · impact
    283
    South Africa · quality
    282
    France · management
    278
    South Africa · capacity
    278
    South Africa · capacity
    278
    Uganda · research
    278
    Uganda · research
    273
    Ghana · knowledge
    273
    Ghana · knowledge
    273
    Ghana · knowledge
    273
    France · impact
    272
    Uganda · food
    270
    France · knowledge
    270
    France · knowledge
    270
    France · knowledge
    264
    Uganda · management
    263
    Uganda · impact
    262
    Kenya · implementation
    262
    Ethiopia · research
    262
    Ethiopia · research
    260
    Ethiopia · management
    255
    Uganda · knowledge
    255
    Uganda · knowledge
    255
    Uganda · knowledge
    253
    Uganda · quality
    251
    Kenya · crop
    248
    Uganda · capacity
    248
    Uganda · capacity
    248
    Ethiopia · food
    243
    Netherlands · implementation
    242
    France · capacity
    242
    France · capacity
    239
    Ghana · capacity
    239
    Ghana · capacity
    239
    Ethiopia · knowledge
    239
    Ethiopia · knowledge
    239
    Ethiopia · knowledge
    237
    South Africa · implementation
    236
    Ethiopia · impact
    226
    Tanzania · management
    222
    Ethiopia · quality
    221
    South Africa · crop
    221
    Tanzania · research
    221
    Tanzania · research
    219
    Germany · management
    217
    Ghana · implementation
    217
    Tanzania · food
    216
    Italy · research
    216
    Italy · research
    216
    Germany · research
    216
    Germany · research
    215
    Uganda · implementation
    213
    Kenya · livestock
    213
    Tanzania · knowledge
    213
    Tanzania · knowledge
    213
    Tanzania · knowledge
    212
    Italy · quality
    210
    Italy · management
    209
    Ethiopia · capacity
    209
    Ethiopia · capacity
    208
    Netherlands · crop

    P22b. Number of texts and projects per EXTRACT location and PRETORIA keyword

    This output presents the thematics per location. Only the results for the 100 most frequent "location & thematics" pairs are presented.
    762
    Africa · research
    762
    Africa · research
    726
    Africa · food
    692
    Africa · management
    659
    Africa · knowledge
    659
    Africa · knowledge
    659
    Africa · knowledge
    656
    Africa · impact
    636
    Africa · quality
    602
    Africa · capacity
    602
    Africa · capacity
    505
    Africa · implementation
    457
    Africa · crop
    453
    Europe · research
    453
    Europe · research
    427
    Europe · food
    404
    Europe · management
    402
    South · research
    402
    South · research
    401
    Europe · quality
    401
    Europe · knowledge
    401
    Europe · knowledge
    401
    Europe · knowledge
    396
    Africa · climate change
    394
    South · management
    387
    Africa · livestock
    384
    Europe · impact
    378
    South · food
    370
    Africa · innovation
    362
    Kenya · research
    362
    Kenya · research
    359
    Europe · capacity
    359
    Europe · capacity
    358
    South · knowledge
    358
    South · knowledge
    358
    South · knowledge
    358
    South · impact
    355
    Kenya · food
    352
    South · quality
    343
    Kenya · management
    341
    Kenya · knowledge
    341
    Kenya · knowledge
    341
    Kenya · knowledge
    331
    South · capacity
    331
    South · capacity
    329
    Netherlands · management
    324
    South Africa · research
    324
    South Africa · research
    318
    Netherlands · research
    318
    Netherlands · research
    317
    South Africa · management
    315
    Kenya · impact
    314
    Europe · implementation
    314
    South Africa · food
    314
    Ghana · food
    313
    Kenya · capacity
    313
    Kenya · capacity
    312
    Africa · irrigation
    312
    Africa · irrigation
    312
    Africa · irrigation
    310
    Kenya · quality
    310
    France · research
    310
    France · research
    309
    South Africa · impact
    308
    Netherlands · food
    305
    Ghana · research
    305
    Ghana · research
    304
    UK · research
    304
    UK · research
    299
    South Africa · knowledge
    299
    South Africa · knowledge
    299
    South Africa · knowledge
    298
    Netherlands · impact
    297
    Ghana · management
    296
    Netherlands · quality
    296
    UK · food
    295
    France · food
    294
    Ghana · quality
    294
    France · quality
    294
    Netherlands · knowledge
    294
    Netherlands · knowledge
    294
    Netherlands · knowledge
    290
    EU · research
    290
    EU · research
    287
    UK · management
    287
    UK · quality
    285
    Netherlands · capacity
    285
    Netherlands · capacity
    284
    Ghana · impact
    284
    Programme · research
    284
    Programme · research
    283
    South Africa · quality
    282
    France · management
    278
    South · crop
    278
    South Africa · capacity
    278
    South Africa · capacity
    278
    Uganda · research
    278
    Uganda · research
    278
    Programme · management
    275
    Africa · partnership

    P23. Number of texts and projects per EXPERT location (field “Geographic zone” in the project database) and PRETORIA keyword

    This output presents the thematics per location. Only the results for the 100 most frequent "location & thematics" pairs are presented.
    787
    Africa · research
    787
    Africa · research
    754
    Africa · food
    714
    Africa · management
    678
    Africa · impact
    676
    Africa · knowledge
    676
    Africa · knowledge
    676
    Africa · knowledge
    661
    Africa · quality
    621
    Africa · capacity
    621
    Africa · capacity
    521
    Africa · implementation
    477
    Africa · crop
    467
    Europe · research
    467
    Europe · research
    440
    Europe · food
    416
    Europe · management
    414
    Europe · quality
    412
    Europe · knowledge
    412
    Europe · knowledge
    412
    Europe · knowledge
    408
    Africa · climate change
    405
    Africa · livestock
    397
    Europe · impact
    379
    Africa · innovation
    369
    Europe · capacity
    369
    Europe · capacity
    364
    Netherlands · management
    363
    Kenya · research
    363
    Kenya · research
    356
    Kenya · food
    353
    Netherlands · research
    353
    Netherlands · research
    343
    Kenya · management
    341
    Kenya · knowledge
    341
    Kenya · knowledge
    341
    Kenya · knowledge
    341
    Netherlands · food
    331
    Netherlands · impact
    329
    Netherlands · knowledge
    329
    Netherlands · knowledge
    329
    Netherlands · knowledge
    324
    Ghana · food
    324
    Netherlands · quality
    323
    Africa · irrigation
    323
    Africa · irrigation
    323
    Africa · irrigation
    323
    South Africa · research
    323
    South Africa · research
    321
    Europe · implementation
    316
    Kenya · impact
    315
    Ghana · research
    315
    Ghana · research
    315
    South Africa · management
    315
    France · research
    315
    France · research
    314
    Kenya · capacity
    314
    Kenya · capacity
    313
    Netherlands · capacity
    313
    Netherlands · capacity
    313
    South Africa · food
    310
    Kenya · quality
    308
    South Africa · impact
    305
    Ghana · management
    305
    Ghana · quality
    300
    France · food
    297
    South Africa · knowledge
    297
    South Africa · knowledge
    297
    South Africa · knowledge
    297
    France · quality
    293
    Ghana · impact
    285
    Ghana · knowledge
    285
    Ghana · knowledge
    285
    Ghana · knowledge
    285
    France · management
    283
    Africa · partnership
    283
    Africa · food production
    281
    Africa · fruit
    281
    South Africa · quality
    280
    Uganda · research
    280
    Uganda · research
    278
    South Africa · capacity
    278
    South Africa · capacity
    277
    Europe · innovation
    275
    France · impact
    274
    France · knowledge
    274
    France · knowledge
    274
    France · knowledge
    274
    Uganda · food
    274
    Asia · research
    274
    Asia · research
    274
    Asia · food
    269
    Asia · quality
    266
    Uganda · management
    265
    Netherlands · implementation
    265
    Uganda · impact
    263
    Kenya · implementation
    263
    Asia · impact
    263
    Ethiopia · research
    263
    Ethiopia · research