Apparently there is a big chance that this story about Argentina having no black people in it is because they basically killed them all after the end of slavery.
https://twitter.com/BienSur_JeTaime/status/1009807138594676741
Several articles linked in the twitter thread seems to confirmed that.
It's the first time I came across this story. I don't think words can describe its horror.