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Correlation vs Causation: Why Does It Matter?

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What to expect

Learn why correlation alone can mislead business decisions in this online PyData Bradford session with Joshua Amayo on 28 October 2026 at 6:00 PM.

Two variables may move together without one causing the other, but overlooking that distinction can lead to flawed conclusions about what drives an outcome or what might happen after a business makes a change.

Hosted by PyData Bradford, this data science meetup will explore:

  • The difference between correlation and causation
  • Where correlation-based analysis falls short in business problem-solving
  • Causal techniques and their commercial applications
  • How causal analysis can help teams ask better questions and make more informed decisions

The session is designed for people who work with data, including those interested in data science, machine learning, analytics and Python, as well as anyone who wants to understand how evidence shapes business decisions. It is presented as an online talk and conversation; the access link will be visible to registered attendees.

The event page does not state a timezone for the listed 6:00 PM start time, so check Meetup for the time displayed in your location.

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