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An event happening first is necessary for some causal explanations, but order alone is not enough. Look for a plausible mechanism, comparison evidence and alternatives. These fictional event pairs are deliberately insufficient to prove a cause.
Worked example
A bridge opens before trade rises. The dates alone do not show how much the bridge caused the rise; other changes may matter.