z_piezo_calib output confirmed with $ cd /home/wking/research/drexel/gyang/data/z_piezo_calib $ ipython --pylab In [1]: import z_piezo_calib In [2]: z_piezo_calib.analyze_calibration_data_from_tweaks(bump_tweaks="20081215_tweak.bump", vib_tweaks="20081215_tweak.vib", T_tweaks="20081215_tweak.temp", plotVerbose=False) a**2 : 0.000190122 +/- 1.86869e-06 (0.00982893) T : 295.15 +/- 5.68434e-14 (1.92592e-16) 1/Vp**2 : 61416.8 +/- 17792.9 (0.289708) Out[2]: (0.0475823000538, 0.0137928827301, 0.00982893194938, 1.92591627514e-16, 0.289707547407) In [3]: z_piezo_calib.analyze_calibration_data_from_tweaks(bump_tweaks="20081215_tweak_second.bump", vib_tweaks="20081215_tweak_second.vib", T_tweaks="20081215_tweak_second.temp", plotVerbose=False) a**2 : 0.000217743 +/- 1.08297e-06 (0.00497362) T : 295.15 +/- 5.68434e-14 (1.92592e-16) 1/Vp**2 : 38507.9 +/- 13142.7 (0.341299) Out[3]: (0.034168120631, 0.0116627940459, 0.00497362408195, 1.92591627514e-16, 0.341299306648) However, plotVerbose is broken (missing figure definition), so I'm gonna go fix that now.