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The global measurement of ribosome occupancy on mRNAs is commonly used as a proxy in estimating rates of protein synthesis. Here the authors describe Xtail, a computational approach that facilitates the extraction of accurate quantitative insight from ribosome profiling data (Ribo-Seq).