A team trains a model to predict next-day demand. Which feature would create target leakage?

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  1. The final realized sales total from the day being predicted.
  2. The demand recorded seven days before the prediction.
  3. A promotion schedule approved before the forecast is generated.
  4. The calendar day of the upcoming prediction.

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