Text analysis, also known as text mining, involves using various computational techniques to derive valuable insights from textual data. In the context of Email Marketing, it helps marketers understand customer sentiments, preferences, and behaviors by analyzing the content of emails. This can encompass subject lines, body text, and even customer replies.