Scatter in Figure is markedly reduced when each row of transition metals are plotted separately as shown in Figure ). Mid-row transition metals for each series display linear behaviour (Fe, Co, Ni for 3d; Ru, Rh, Pd for 4d and Os, Ir, Pt for 5d), with the final elements of each row (Cu, Ag, Au) falling off a linear fit.