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Algorithm Complexity Chart . Learning 4 day ago python algorithm cheat sheet; Time complexity is defined as the number of times a particular instruction set is executed rather than the total time is taken. Arrays, Linked Lists, and Big O Notation by McKenzie from medium.com It is because the total time took also depends on some external factors like the compiler used, processor’s speed, etc. Algorithmic complexity is a measure of how long an algorithm would take to complete given an input of size n. It's an asymptotic notation to represent the time complexity.