To the extent that it helps, we'll break the contenders down into categories. Which video editing software you ultimately choose is going to depend on a number of factors ranging from what capabilities you need to how much you are willing to spend.

So, you have a bunch of video and you want to edit it together into something that tells a story - you're going to need some video editing software.