characteristics of a population statistics paragraph

Please write a long Paragraph answering to this discussion below with your opinion. Please include citations and references in alphabetical order in case of another source. See attachment bellow to support your answer. What are the characteristics of a population for which it would be appropriate to use mean/median/mode? When would the characteristics of a population make them inappropriate to use?