  We investigate the average value of the Frobenius trace at p over elliptic
curves in a fixed conductor range with given rank. Plotting this average as p
varies over the primes yields a striking oscillating pattern, the details of
which vary with the rank. Based on this observation, we perform various
data-scientific experiments with the goal of classifying elliptic curves
according to their ranks.
