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I am looking for a source to download datasets to practice visualization in R, mainly Arc Diagrams. Where can I find such datasets?
What kind of data are you interested in? There are MicroArray data, DNA-Seq data, transcriptomics, proteomics, population dynamics data and much much more.
Most data sets are in a raw format, from which you need to deduce your entities' relationships.
You can have e.g. a look at the kegg database to see enzymatic interactions.