整理 means to arrange or sort things into order, often systematically (e.g., organizing files, tidying a room). It's more about putting things in their proper place than 收拾 (shōu shi), which is a general 'tidy up' and also means 'pack' or 'deal with someone'. 清理 (qīng lǐ) focuses on clearing out and discarding unwanted items.