Lists, Arrays, Tuples, Dictionaries, Objects. Where to prefer one over the other?

Question

Various data types in Python have blown my mind in a sense of clean coding, memory management & etc. What is your criteria in choosing which data type over the others based on common situations?

Answer 1

Your Copy-paste answer is good, but it's not much helpful in clarifying the differences.