Kasi Maps - Consumer Confidence in Africa

Clustering African countries based on Consumer sentiment overtime.

The strategic clustering of African countries based on consumer sentiment unveils a rich narrative of economic diversity and market dynamics. The rationale lies in acknowledging the diversity of economic conditions, allowing businesses to formulate targeted strategies attuned to the specific needs …

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About the author


Paul Cheloti

Analytics Engineer

Paul specializes in collecting, cleaning, visualizing and analysing large datasets to extract meaningful insights that drive business growth. For speaking opportunities and booking requests, please email