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Addressing such limitations may assist in future framework development.This article presents a quantitative analysis of mentions to cancer on Instagram. Using thousands of images with cancer-related hashtags, we build several visualisations to capture their distribution. Source images are clustered by their visual traits and by the incidence, prevalence, and mortality of the cancer site they refer to. Our goal is three-fold to provide a quantitative basis for future research on the representation of cancer online; to offer an interpreta