A data structure is a way to organize data in a computer. The document describes a stack data structure, which follows LIFO (Last In, First Out) order. Key aspects of a stack include push and pop operations to add and remove elements from the top of the stack, and functions to check if the stack is full or empty. Algorithms and code examples are provided for implementing push and pop operations on a stack.