We compress data by a factor of around 100 by first factoring out (that is, heterodyning) the predominant phase evolution of the signal (blue). The resulting simplified signal (orange) is down-sampled in resolution, reducing data dimensionality (coarser resolution at high frequencies; bands indicated by dotted red lines).