Stringent criteria ensured data quality, including relevance, validity, reliability, open accessibility, and recency. The focus on regularly updated data and exclusion criteria refined the dataset.
Data covering fewer than half of Africa's countries were excluded, maintaining a focus on regularly updated and relevant information. Uniform data across countries and duplicate sources were omitted.
The report presents scores and ranks for all countries, facilitating comparisons and recognizing top performers. Regional analysis provides insights into performance trends within Regional Economic Communities and African regions.
Hierarchical agglomerative clustering grouped countries based on similarity, offering insights into relationships and commonalities. This analysis extended to countries' inherent characteristics.
Methodological triangulation using different aggregation methods confirmed the reliability of the arithmetic average method, enhancing the overall credibility of WEII scores.
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