Past behavior in Email Marketing refers to analyzing the actions and interactions that recipients have had with previous email campaigns. This includes metrics such as open rates, click-through rates, and conversion rates. By examining these behaviors, marketers can gain valuable insights into customer preferences and tailor future campaigns accordingly.