Ionization energy generally increases across a period and decreases down a group. $Na$, $K$, and $Rb$ are alkali metals with large atomic radii and single valence electrons. Scandium ($Sc$) is a transition metal with a higher nuclear charge and smaller radius than the alkali metals in the same or lower periods, resulting in a higher effective nuclear charge holding the outermost electrons.