<cite>Yang et al. (2015)</cite> collected a corpus of Pun of Day data 1 . The data consisted of 2,423 humorous (positive) texts and 2,403 non-humorous (negative) texts. The humorous texts were from the Pun of the Day website, and the negative texts from AP News2, New York Times, Yahoo! Answers and Proverb websites. Examples of humorous and non-humorous sentences are given below. Humorous The one who invented the door knocker got a No-bell prize. Non-Humorous The one who discovered/invented it had the last name of fahrenheit.