k-means clusters of Ca II 854.2 nm observed spectra, using 100 clusters, sorted from most to least frequent. The red line denotes the average of all line profiles belonging to each cluster (thin black lines). The fraction of all profiles belonging to each cluster is indicated as a percentage next to the cluster number. The gray line indicates the position of λ₀, the rest wavelength.