Exploring Counterfactual Insights: From Correlation to Causation in Data Analysis

Use of counterfactuals for informed decision-making in data science

Maham Haroon
Towards Data Science
12 min readOct 6, 2023

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Photo by Daniele Franchi on Unsplash

Picture this: A world where the sky takes on a serene shade of lemon yellow, birds have come to their senses and eloquently converse in fluent English, and where fruit trees defy gravity, displaying their deep lilac…

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