For a virus, the average number of people a sick person infects. If r < 1, the spread is self-limiting. If r > 1, it spreads exponentially until r drops (because, say, enough people develop immunity).
So the r-factor more or less measures the capacity of a word/phrase/blurb to propagate itself as a meme?