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Correlation Doesn’t Mean Causation! But What Does It Mean?

Towards Data Science Sara A. Metwalli April 28, 2026
Correlation Doesn’t Mean Causation! But What Does It Mean?
AI Summary— plain English for professionals

# What Correlation Actually Tells Us (And Why It Matters) When two things move together—like ice cream sales and drowning rates both rising in summer—it doesn't mean one causes the other (warm weather causes both). Correlation simply means two things are connected or move in sync, which can be useful for spotting patterns and making predictions, but it shouldn't be your only reason to believe one thing is actually causing another. Understanding this difference helps you avoid getting fooled by misleading statistics in business reports, news stories, or data presentations.

What does correlation tells us? The post Correlation Doesn’t Mean Causation! But What Does It Mean? appeared first on Towards Data Science.

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