What is the difference between correlation and causation in data analysis?

Data Science with Python Medium

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What is the difference between correlation and causation in data analysis?

Key points

  • Correlation measures statistical relationship, causation implies direct influence
  • Strong correlation does not always mean causation
  • Causation involves one variable causing changes in another

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