African countries have diversified both their exports and trade partners over the last decade, African agricultural trade still suffers from structural problems as well as exogenous shocks. Against this backdrop, the 2021 Africa Agriculture Trade Monitor (AATM) analyzes continental and regional trends in African agricultural trade flows and policies. The report finds that many African countries continue to enjoy the most success in global markets with cash crops and niche products. At the intra-African level, countries are becoming more interconnected in trade of key commodities, but there remain many potential but unexploited trade relationships. The report examines the livestock sector in detail, finding that despite its important role in Africa, the sector is concentrated in low value- added products that are informally traded. The report also examines trade integration in the Arab Maghreb Union (AMU), which remains limited due to factors including tariffs, nontariff measures, poor transport infrastructure, and weak institutions. Finally, the report discusses the implications of two major events affecting African trade in 2020 and 2021: the COVID-19 pandemic and the implementation of the African Continental Free Trade Area (AfCFTA).
2020 ReSAKSS Annual Conference - Plenary Session V Enabling Environment for T...AKADEMIYA2063
Presentation on "The Competitiveness of African agriculture: Revisiting trade policy reform in Africa" by Antoine Bouet, Senior Research Fellow IFPRI-MTID
Leila Baghdadi, Zouhour Karray and Chahir Zaki
POLICY SEMINAR
Making the most of intra-African trade: the 2021 Africa Agriculture Trade Monitor
Co-Organized by IFPRI and AKADEMIYA2063
SEP 23, 2021 - 09:30 AM TO 11:00 AM EDT
Agricultural Trade and the Transition to Sustainable Food SystemsFrancois Stepman
Dr. Johan Swinnen - Director General, International Food Policy Research Institute (IFPRI).
4 March 2020. Brussels. DevCo Infopoint. This presentation discussed the role of trade and global value chains in sustainable food systems and the role that private standards and public regulations play in this process, drawing on a variety of empirical indicators and studies.
The Brussels Development Briefing n.47 on the subject of “Regional Trade in Africa: Drivers, Trends and Opportunities” took place on 3rd February 2017 in Brussels at the ACP Secretariat (Avenue Georges Henri 451, 1200 Brussels) from 09:00 to 13:00. This Briefing was organised by the ACP-EU Technical Centre for Agricultural and Rural Cooperation (CTA), in collaboration with IFPRI, the European Commission / DEVCO, the ACP Secretariat, and CONCORD .
2020 ReSAKSS Annual Conference - Plenary Session V Enabling Environment for T...AKADEMIYA2063
Presentation on "The Competitiveness of African agriculture: Revisiting trade policy reform in Africa" by Antoine Bouet, Senior Research Fellow IFPRI-MTID
Leila Baghdadi, Zouhour Karray and Chahir Zaki
POLICY SEMINAR
Making the most of intra-African trade: the 2021 Africa Agriculture Trade Monitor
Co-Organized by IFPRI and AKADEMIYA2063
SEP 23, 2021 - 09:30 AM TO 11:00 AM EDT
Agricultural Trade and the Transition to Sustainable Food SystemsFrancois Stepman
Dr. Johan Swinnen - Director General, International Food Policy Research Institute (IFPRI).
4 March 2020. Brussels. DevCo Infopoint. This presentation discussed the role of trade and global value chains in sustainable food systems and the role that private standards and public regulations play in this process, drawing on a variety of empirical indicators and studies.
The Brussels Development Briefing n.47 on the subject of “Regional Trade in Africa: Drivers, Trends and Opportunities” took place on 3rd February 2017 in Brussels at the ACP Secretariat (Avenue Georges Henri 451, 1200 Brussels) from 09:00 to 13:00. This Briefing was organised by the ACP-EU Technical Centre for Agricultural and Rural Cooperation (CTA), in collaboration with IFPRI, the European Commission / DEVCO, the ACP Secretariat, and CONCORD .
"Annual Trends and Outlook Report 2013: Trade and Resilience" presented by Ousmane Badiane at 10th CAADP PP Meeting Durban, South Africa March 19-21, 2014
Stella Massawe, Joseph Karugia & Paul Guthiga presented data on the agricultural productivity of COMESA at a knowledge sharing seminar held on February 6th, 2013 at the COMESA Secretariat in Lusaka, Zambia
Andrew Mold
POLICY SEMINAR
Virtual Event - The African Continental Free Trade Area: How will economic distribution change?
DEC 15, 2020 - 09:30 AM TO 10:45 AM EST
David Laborde Debucquet
POLICY SEMINAR
Virtual Event - The African Continental Free Trade Area: How will economic distribution change?
DEC 15, 2020 - 09:30 AM TO 10:45 AM EST
Maryla Maliszewsk
POLICY SEMINAR
Virtual Event - The African Continental Free Trade Area: How will economic distribution change?
DEC 15, 2020 - 09:30 AM TO 10:45 AM EST
In order to maximise the benefits of regional integration and look for new opportunities for competitiveness, policymakers, the private sector and development partners need access to accurate and comprehensive data on intra and inter-regional trade in Africa with respect to agricultural goods. It is in this context that CTA and the International Food Policy Research Institute (IFPRI) are launching the “African Agricultural Trade Status Report”, which examines the current status, trends and outlook in African trade performance, making an important contribution towards data and analysis of developments both at regional and at continental levels. The Report, which is released in conjunction with the Briefing, builds on the work by the Regional Strategic Analysis and Knowledge Support System (ReSAKSS) of CAADP and the African Growth and Development Policy Modeling Consortium (AGRODEP) trade and also reflects the CTA’s commitment to advancing knowledge and sharing of best practices relating to agricultural trade.
The Brussels Development Briefing n.47 on the subject of “Regional Trade in Africa: Drivers, Trends and Opportunities” took place on 3rd February 2017 in Brussels at the ACP Secretariat (Avenue Georges Henri 451, 1200 Brussels) from 09:00 to 13:00. This Briefing was organised by the ACP-EU Technical Centre for Agricultural and Rural Cooperation (CTA), in collaboration with IFPRI, the European Commission / DEVCO, the ACP Secretariat, and CONCORD .
Joseph Glauber
POLICY SEMINAR
Virtual Event - COVID-19, global markets and African agricultural trade: Impacts on growth and food security
Organized by IFPRI, with support from the United States Agency for International Development (USAID)
SEP 17, 2020 - 09:30 AM TO 11:00 AM EDT
"Sustaining CAADP Momentum: Growth and Investment Analysis" presented by Godfrey Bahiigwa at 10th CAADP PP Meeting Durban, South Africa March 19-21, 2014
Xinshen Diao
POLICY SEMINAR
Assessing the Impact of COVID-19 on Myanmar’s Economy and the Impact of Falling Remittances on Poverty
JUN 11, 2020 - 08:30 AM TO 10:30 AM MMT
"OVERVIEW OF THE 2013 AFRICA-WIDE ANNUAL TRENDS AND OUTLOOK REPORT (ATOR): Promoting Agricultural Trade to Enhance Resilience", presented by Ousmane Badiane, Director for Africa, IFPRI, USA at 2014 ReSAKSS Annual Conference, Addis Ababa, Ethiopia, Oct 8, 2014
The Brussels Development Briefing no. 48 on “Strengthening rural livelihoods in the face of rapid urbanisation in Africa” took place on 20th March 2017 from 14:00 to 18:00, at the ACP Secretariat (Avenue Georges Henri 451, 1200 Brussels, Room C). This Briefing was co-organised by CTA, BMZ/GIZ, the ACP Secretariat, European Commission (DG DEVCO) and Concord
The Effects of COVID-19 on Dietary Adequacy and the Role of Markets and Trade...AKADEMIYA2063
This AKADEMIYA2063-USAID learning event is the first in a series of cross-mission policy learning events. It focuses on findings from AKADEMIYA2063 workstreams related to diets, markets and trade.
The International Food Policy Research Institute (IFPRI) and the Technical Centre for Agricultural and Rural Cooperation (CTA) co-organized an Infopoint Lunchtime conference on ''Recent trends and Outlook in African Agricultural Trade'' on 18/02/2019, from 12:30 to 14:00 at Rue de la Loi 43-45, Ground floor, Brussels.
More Info: bit.ly/2NgnsHG
"Annual Trends and Outlook Report 2013: Trade and Resilience" presented by Ousmane Badiane at 10th CAADP PP Meeting Durban, South Africa March 19-21, 2014
Stella Massawe, Joseph Karugia & Paul Guthiga presented data on the agricultural productivity of COMESA at a knowledge sharing seminar held on February 6th, 2013 at the COMESA Secretariat in Lusaka, Zambia
Andrew Mold
POLICY SEMINAR
Virtual Event - The African Continental Free Trade Area: How will economic distribution change?
DEC 15, 2020 - 09:30 AM TO 10:45 AM EST
David Laborde Debucquet
POLICY SEMINAR
Virtual Event - The African Continental Free Trade Area: How will economic distribution change?
DEC 15, 2020 - 09:30 AM TO 10:45 AM EST
Maryla Maliszewsk
POLICY SEMINAR
Virtual Event - The African Continental Free Trade Area: How will economic distribution change?
DEC 15, 2020 - 09:30 AM TO 10:45 AM EST
In order to maximise the benefits of regional integration and look for new opportunities for competitiveness, policymakers, the private sector and development partners need access to accurate and comprehensive data on intra and inter-regional trade in Africa with respect to agricultural goods. It is in this context that CTA and the International Food Policy Research Institute (IFPRI) are launching the “African Agricultural Trade Status Report”, which examines the current status, trends and outlook in African trade performance, making an important contribution towards data and analysis of developments both at regional and at continental levels. The Report, which is released in conjunction with the Briefing, builds on the work by the Regional Strategic Analysis and Knowledge Support System (ReSAKSS) of CAADP and the African Growth and Development Policy Modeling Consortium (AGRODEP) trade and also reflects the CTA’s commitment to advancing knowledge and sharing of best practices relating to agricultural trade.
The Brussels Development Briefing n.47 on the subject of “Regional Trade in Africa: Drivers, Trends and Opportunities” took place on 3rd February 2017 in Brussels at the ACP Secretariat (Avenue Georges Henri 451, 1200 Brussels) from 09:00 to 13:00. This Briefing was organised by the ACP-EU Technical Centre for Agricultural and Rural Cooperation (CTA), in collaboration with IFPRI, the European Commission / DEVCO, the ACP Secretariat, and CONCORD .
Joseph Glauber
POLICY SEMINAR
Virtual Event - COVID-19, global markets and African agricultural trade: Impacts on growth and food security
Organized by IFPRI, with support from the United States Agency for International Development (USAID)
SEP 17, 2020 - 09:30 AM TO 11:00 AM EDT
"Sustaining CAADP Momentum: Growth and Investment Analysis" presented by Godfrey Bahiigwa at 10th CAADP PP Meeting Durban, South Africa March 19-21, 2014
Xinshen Diao
POLICY SEMINAR
Assessing the Impact of COVID-19 on Myanmar’s Economy and the Impact of Falling Remittances on Poverty
JUN 11, 2020 - 08:30 AM TO 10:30 AM MMT
"OVERVIEW OF THE 2013 AFRICA-WIDE ANNUAL TRENDS AND OUTLOOK REPORT (ATOR): Promoting Agricultural Trade to Enhance Resilience", presented by Ousmane Badiane, Director for Africa, IFPRI, USA at 2014 ReSAKSS Annual Conference, Addis Ababa, Ethiopia, Oct 8, 2014
The Brussels Development Briefing no. 48 on “Strengthening rural livelihoods in the face of rapid urbanisation in Africa” took place on 20th March 2017 from 14:00 to 18:00, at the ACP Secretariat (Avenue Georges Henri 451, 1200 Brussels, Room C). This Briefing was co-organised by CTA, BMZ/GIZ, the ACP Secretariat, European Commission (DG DEVCO) and Concord
The Effects of COVID-19 on Dietary Adequacy and the Role of Markets and Trade...AKADEMIYA2063
This AKADEMIYA2063-USAID learning event is the first in a series of cross-mission policy learning events. It focuses on findings from AKADEMIYA2063 workstreams related to diets, markets and trade.
The International Food Policy Research Institute (IFPRI) and the Technical Centre for Agricultural and Rural Cooperation (CTA) co-organized an Infopoint Lunchtime conference on ''Recent trends and Outlook in African Agricultural Trade'' on 18/02/2019, from 12:30 to 14:00 at Rue de la Loi 43-45, Ground floor, Brussels.
More Info: bit.ly/2NgnsHG
"Global Trade Patterns, Competitiveness, and Growth Outlook" presented by Antoine Bouet, Senior Research Fellow, Markets, Trade and Institutions Division, IFPRI, at 2014 ReSAKSS Annual Conference, Addis Ababa, Ethiopia, October 9, 2014
Xinshen Diao, Mia Ellis, Karl Pauw, Gracie Rosenbach, Serge Mugabo, Karl Pauw, David Spielman, and James Thurlow
International Food Policy Research Institute
Committing to Transform Food Systems: Responsiveness of pledges by African governments to the WHO Priority Food Systems Policies and select CAADP Biennial Review Indicators
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
Our Services Include:
Reporting to Tracking Authorities:
We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
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We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
Presentation of the 2021 Africa Agriculture Trade Monitor, September 10, AGRF2021
1. Presented by
Ousmane Badiane
Executive Chairperson AKADEMIYA2063
Editors:
Antoine Bouet, International Food Policy Research Institute
Getaw Tadesse, AKADEMIYA2063
Chahir Zaki, Cairo University
2. 2021 AFRICA AGRICULTURE TRADE MONITOR
SELECTED KEY ISSUES AND QUESTIONS
What is Africa’s position in global markets?
What is the competitiveness of African exports?
What is happening to diversification of traded products?
What is the degree of value addition in traded goods?
Are African countries trading more with one another?
Has Covid affected trade?
Trade in livestock sector
Trade in Arab Maghreb Union (UMA)
CHAPTERS NOT COVERED IN PRESENTATION
3. Share of African Exports in World Exports: Selected Sectors: 2003-2019 (%)
AFRICA IS STILL TO GROW ITS GLOBAL TRADE POSITION
Trade shares have remained flat; dominated by Cocoa, Coffee, Tobacco, oilseeds
4. Share of products with comparative advantage by sector and processing stage (%)
TRENDS IN COMPETITIVENESS OF AFRICAN EXPORTS IN GLOBAL MARKETS
Rising competitiveness for a growling share of products
5. Adapted from Hidalgo and Hausmann (2009)
DIVERSIFICATION AND SOPHISTICATION OF AFRICAN EXPORTS
Degree of Diversification
Degree
of
Ubiquity
FEW, LOW VALUE GOODS
FEW, HIGH VALUE GOODS
MANY, LOW VALUE GOODS
MANY, HIGH VALUE GOODS
6. LOWER SOPHISTICATION
LOWER DIVERSIFICATION
HIGHER SOPHISTICATION
HIGHER DIVERSIFICATION
65% of African
Countries 15% of African
Countries
HIGHER SOPHISTICATION
LOWER DIVERSIFICATION
LOWER SOPHISTICATION
HIGHER DIVERSIFICATION
Classification of African and other exporters: 2003-2005
DIVERSIFICATION
UBIQUITY
UBIQUITY
DIVERSIFICATION
Classification of African and other exporters: 2017-2019
35% of African
Countries 85% of African
Countries
DIVERSIFICATION AND SOPHISTICATION OF AFRICAN EXPORTS
ZAF
ZAF
EGY
EGY
CHN
CHN
GER
GER
Countries moved from Few Low Value exports
But have only managed Few Higher Value exports
Only ZAF and EGY achieved Many Higher Value exports
LOWER SOPHISTICATION
LOWER DIVERSIFICATION
HIGHER SOPHISTICATION
HIGHER DIVERSIFICATION
HIGHER SOPHISTICATION
LOWER DIVERSIFICATION
LOWER SOPHISTICATION
HIGHER DIVERSIFICATION
7. TRENDS IN INTRA-AFRICAN AGRICULTURAL TRADE
1. Declined from peak in 2013; Stable last 5 years
2. Processed products account for 50 percent
3. Semi-processed make up another 25 percent
4. Unprocessed continued declining trends
US$
Billion
8. Selected Key Traded
Agricultural Products
2015-2019
# of Countries
Both Exporting
and Importing
# of Bilateral Trade
Links between
Countries
Share of Actual over
Total Possible Trade
Links (%)
Rice 42 213 (-13) 7.7 (-13)
Maize 35 240 (+10) 9.8 (+10)
Wheat 20 74 (-35) 5.0 (-9)
Beans 38 223 (+9) 7.8 (+3)
Potatoes 32 164 (+24) 6.7 (+29)
Onions & Shallots 31 191 (+29) 7.2 (+24)
Tomatoes 28 113 (+18) 4.8 (+9)
Bananas & Plantains 26 98 (+20) 4.7 (+9)
Citrus Fruits 32 197 (+35) 6.9 (+6)
Apples 25 119 (-8) 4.5 (-6)
Figures in parentheses represent change compared to 2003-2007 in %
DYNAMICS OF INTRA-AFRICAN AGRICULTURAL TRADE NETWORKS
Networks getting denser, more interconnected; Trade relations expanding, still below potential
9. Selected Key Traded
Agricultural Products
2015-2019
# of Countries
Both Exporting
and Importing
# of Bilateral Trade
Links between
Countries
Share of Actual over
Total Possible Trade
Links (%)
Rice 42 213 (-13) 7.7 (-13)
Maize 35 240 (+10) 9.8 (+10)
Wheat 20 74 (-35) 5.0 (-9)
Beans 38 223 (+9) 7.8 (+3)
Potatoes 32 164 (+24) 6.7 (+29)
Onions & Shallots 31 191 (+29) 7.2 (+24)
Tomatoes 28 113 (+18) 4.8 (+9)
Bananas & Plantains 26 98 (+20) 4.7 (+9)
Citrus Fruits 32 197 (+35) 6.9 (+6)
Apples 25 119 (-8) 4.5 (-6)
Figures in parentheses represent change compared to 2003-2007 in %
DYNAMICS OF INTRA-AFRICAN AGRICULTURAL TRADE NETWORKS
Networks getting denser, more interconnected; Trade relations expanding, still below potential
10. Selected Key Traded
Agricultural
Products 2015-2019
Reciprocity Index
(Share of 2-way
trade in total)
Trade
Concentration
(Share of top 10
country pairs)
Clustering
Coefficient
(Frequency of
trade triangles)
Regional
Homophily
(Likely trading
within regions)
Rice 0.376 67 0.348 0.432
Maize 0.408 59 0.365 0.362
Wheat 0.270 8 0.332 0.504
Beans 0.404 69 0.320 0.317
Potatoes 0.293 78 0.284 0.364
Onions & Shallots 0.314 89 0.328 0.369
Tomatoes 0.266 83 0.222 0.365
Bananas & Plantains 0.204 82 0.283 0.502
Citrus Fruits 0.223 51 0.234 0.188
Apples 0.067 72 0.150 0.213
DYNAMICS OF INTRA-AFRICAN AGRICULTURAL TRADE NETWORKS
Relatively high degree of concentration with regional clustering of trading relationships
11. Selected Key Traded
Agricultural
Products 2015-2019
Reciprocity Index
(Share of 2-way
trade in total)
Trade
Concentration
(Share of top 10
country pairs)
Clustering
Coefficient
(Frequency of
trade triangles)
Regional
Homophily
(Likely trading
within regions)
Rice 0.376 67 0.348 0.432
Maize 0.408 59 0.365 0.362
Wheat 0.270 8 0.332 0.504
Beans 0.404 69 0.320 0.317
Potatoes 0.293 78 0.284 0.364
Onions & Shallots 0.314 89 0.328 0.369
Tomatoes 0.266 83 0.222 0.365
Bananas & Plantains 0.204 82 0.283 0.502
Citrus Fruits 0.223 51 0.234 0.188
Apples 0.067 72 0.150 0.213
DYNAMICS OF INTRA-AFRICAN AGRICULTURAL TRADE NETWORKS
Relatively high degree of concentration with regional clustering of trading relationships
12. Both formal and informal cross-border trade severely affected
50 per cent of countries enacted border closures to trade in response to Covid-19
IMPACT OF COVID ON REGIONAL TRADE
13. THANK Y0U
Access the 2021 AATM Report at
https://akademiya2063.org/index.php
https://www.resakss.org
www.agrodep.org