    \begin{tikzpicture}
      \begin{semilogyaxis}[
          width = \columnwidth,
          height=\columnwidth,
          ymin = 0.5e-5,
          ymax = 1e-1,
          xmin = 0,
          xmax = 0.5,
          ylabel = $\left|I_D\right|$~~{[\si{\ampere}]},
          xlabel = $V_D$~~{[\si{\volt}]},
          ylabel near ticks,
        ]
        \addplot[no marks] table[x index=0, y index=1] {tunnel_diode.data};
        \node[anchor=south] at (axis cs:0.05,3e-4) {``peak''};
        \node[anchor=south west] at (axis cs:0.2,2e-5) {``valley''};
      \end{semilogyaxis}
    \end{tikzpicture}
