As been stated above the quality of the evidence, bind the dataset that is related with the causation establishing the direct casual relationship.

Gix the grammar and make it clear

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As stated above, the quality of the evidence is crucial in establishing a direct causal relationship. It is important to ensure that the dataset used is relevant and supports the causation being examined. Grammar: Please fix the grammar and make the statement clearer.