To save your work in Visual Analytics you can click the [Save] icon in the Toolbar or the [File > Save] menu.

You can also use the default keybinding for save, [Ctrl + S] ([Cmd + S] in OS X). If you choose [Save As] you have the option of saving as two different file types.