Embodiments of the present invention disclose a method, computer program product, and system for text author anonymization for de-identification of written text. This may be used to replace written text after learning text author writing characteristics, such frequently written terms, grammar patterns, grammar errors, and writing tone. Portions of the written text which may identify the text author may be replaced, for example the text author writing characteristics, social status, geographical location, and specific organization.