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umairaziz

Umair

Recently Published

International Trade Patterns Analysis - An Association Rules Approach
This analysis explores international trade patterns using the World Bank's World Integrated Trade Solution (WITS) dataset from 2022. This temporal focus provides insights into global trade dynamics during a period of post-pandemic recovery using association rules.
Exploring Economic Patterns in Advanced Economies
This study explores economic patterns among advanced economies using unsupervised learning techniques. The analysis is particularly relevant in the context of ongoing debates about economic convergence and divergence among developed nations, especially following the global financial crisis and the COVID-19 pandemic.