Correlation and Causation Description: This video clip describes how correlation does not mean causation and the role of confounding variable.
Danger of Mixing Correlation and Causation Description: This TED talk by Ionica Smeets gives several examples that show correlational relationship between two variables, but concluding causality from such correlations could be misleading.