Analysis of algorithms is like looking at how good something works. For example, if you have an algorithm that is supposed to sort a list of numbers, the analysis means looking at how well the algorithm does that sorting. The analysis looks at things like how quickly the algorithm does the sorting, or if it does the sorting properly. This lets us compare algorithms to see which ones work the best.