What does it mean to anonymize text?

Text data are a resource that we are only beginning to understand. Many human interactions are moving to the digital world, and we become increasingly sophisticated in documenting interactions. Face-to-face encounters are replaced by written communication (e.g., WhatsApp, Twitter) and every crime incident or hospital visit is recorded. All of these interactions leave a trace in the form of text data.