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相关论文: COVID-19 impact on the international trade

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Using the United Nations COMTRADE database \cite{comtrade} we construct the Google matrix $G$ of multiproduct world trade between the UN countries and analyze the properties of trade flows on this network for years 1962 - 2010. This…

统计金融 · 定量金融 2015-04-02 Leonardo Ermann , Dima L. Shepelyansky

Using the United Nations Commodity Trade Statistics Database [http://comtrade.un.org/db/] we construct the Google matrix of the world trade network and analyze its properties for various trade commodities for all countries and all available…

综合金融 · 定量金融 2012-02-14 Leonardo Ermann , Dima L. Shepelyansky

By trade we usually mean the exchange of goods between states and countries. International trade acts as a barometer of the economic prosperity index and every country is overly dependent on resources, so international trade is essential.…

Using the United Nations COMTRADE database we apply the reduced Google matrix (REGOMAX) algorithm to analyze the multiproduct world trade in years 2004-2016. Our approach allows to determine the trade balance sensitivity of a group of…

统计金融 · 定量金融 2019-08-08 Célestin Coquidé , Leonardo Ermann , José Lages , D. L. Shepelyansky

We develop the Google matrix analysis of the multiproduct world trade network obtained from the UN COMTRADE database in recent years. The comparison is done between this new approach and the usual Import-Export description of this world…

社会与信息网络 · 计算机科学 2021-10-08 Justin Loye , Katia Jaffrès-Runser , Dima Shepelyansky

The World Health Organization (WHO) announced that COVID-19 was a pandemic disease on the 11th of March as there were 118K cases in several countries and territories. Numerous researchers worked on forecasting the number of confirmed cases…

机器学习 · 计算机科学 2020-11-10 Hoang Long Nguyen , Zhenhe Pan , Hashim Abu-gellban , Fang Jin , Yuanlin Zhang

Using the new data from the OECD-WTO world network of economic activities we construct the Google matrix $G$ of this directed network and perform its detailed analysis. The network contains 58 countries and 37 activity sectors for years…

统计金融 · 定量金融 2015-07-14 V. Kandiah , H. Escaith , D. L. Shepelyansky

Globalization has rapidly advanced but exposed countries to supply chain disruptions, highlighted by the COVID-19 pandemic. This study exhaustively analyzes bilateral export data for 186 countries from 2018, 2020, and 2022, using…

应用统计 · 统计学 2024-09-20 Juan Sosa , Andrés Felipe Arévalo-Arévalo , Juan Pablo Torres-Clavijo

The implementation of large-scale containment measures by governments to contain the spread of the COVID-19 virus has resulted in a large supply and demand shock throughout the global economy. Here, we use empirical vessel tracking data and…

综合经济学 · 经济学 2020-11-03 Jasper Verschuur , Elco Koks , Jim Hall

Using the new data from the OECD-WTO world network of economic activities we construct the Google matrix $G$ of this directed network and perform its detailed analysis. The network contains 58 countries and 37 activity sectors for years…

统计金融 · 定量金融 2015-07-21 V. Kandiah , H. Escaith , D. L. Shepelyansky

The trade tension between the U.S. and China since 2018 has caused a steady decoupling of the world's two largest economies. The pandemic outbreak in 2020 complicated this process and had numerous unanticipated repercussions. This paper…

综合经济学 · 经济学 2023-09-06 Wei Luo , Siyuan Kang , Sheng Hu , Lixian Su , Rui Dai

International trade is based on a set of complex relationships between different countries that can be modelled as an extremely dense network of interconnected agents. On the one hand, this network might favour the economic growth of…

综合经济学 · 经济学 2024-04-08 Roberto Antonietti , Paolo Falbo , Fulvio Fontini , Rosanna Grassi , Giorgio Rizzini

We apply the recently developed reduced Google matrix algorithm for the analysis of the OECD-WTO world network of economic activities. This approach allows to determine interdependences and interactions of economy sectors of several…

交易与市场微观结构 · 定量金融 2020-12-15 Célestin Coquidé , José Lages , Dima L. Shepelyansky

COVID-19, a pandemic that the world has not seen in decades, has resulted in presenting a multitude of unprecedented challenges for student learning across the globe. The global surge in COVID-19 cases resulted in several schools, colleges,…

计算机与社会 · 计算机科学 2022-05-03 Nirmalya Thakur , Saumick Pradhan , Chia Y. Han

International food trade is a growing complement to gaps in domestic food supply and demand, but it is vulnerable to disruptions due to some unforeseen shocks. This paper assembles the international crop trade networks using maize, rice,…

物理与社会 · 物理学 2023-06-21 Yin-Ting Zhang , Wei-Xing Zhou

We develop a novel temporal complex network approach to quantify the US county level spread dynamics of COVID-19. The objective is to study the effects of the local spread dynamics, COVID-19 cases and death, and Google search activities on…

统计金融 · 定量金融 2020-10-06 Asim Kumer Dey , Toufiqul Haq , Kumer Das , Irina Panovska

The COVID-19 pandemic has resulted in a tremendous need for access to the latest scientific information, primarily through the use of text mining and search tools. This has led to both corpora for biomedical articles related to COVID-19…

信息检索 · 计算机科学 2020-07-29 Sarvesh Soni , Kirk Roberts

Several noteworthy scenarios emerged in the global textile and fashion supply chains during and after the COVID-19 pandemic. The destabilizing influences of a global pandemic and a geographically localized conflict are being acutely noticed…

综合经济学 · 经济学 2025-07-02 Md. Al-Amin , Muneeb Tahir , Amit Talukder , Abdullah Al Mamun , Md Tanjim Hossain , Nigar Sultana

The COVID-19 crisis is profoundly influencing the global economic framework due to restrictive measures adopted by governments worldwide. Finding real-time data to correctly quantify this impact is very significant but not as…

物理与社会 · 物理学 2021-03-30 Paolo Scarabaggio , Massimo La Scala , Raffaele Carli , Mariagrazia Dotoli

Using network analysis, this paper develops a multidimensional methodological framework for understanding the uneven (cross-country) spread of COVID-19 in the context of the global interconnected economy. The globally interconnected system…

综合经济学 · 经济学 2021-01-28 Dimitrios Tsiotas , Vassilis Tselios
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