To create an analysis, click on "New analysis" or the "+" sign in the bottom right and choose an empty analysis.
You can edit the name and other properties of the analysis in the edit panel on the right. There you can also add labels to the analysis. Labels are shown as a kind of folders in the sidebar on the left. An analysis can have several labels and will then show up in several places in the tree.