Just because there's a correlation between two data sets doesn't automatically mean there is causation between the two. Take, for example, the various examples of spurious correlations at the blog Spurious Correlations. The site will even generate new correlations at your request.
correlation = -0.933
correlation = 0.992
correlation = 0.993
These aren't from Spurious Connections, but they're relevant, too.