Question: What dataset did they use?
Answer:  Selection of tweets with for each tweet a label describing the intensity of the emotion or sentiment provided by organizers and  tweets translated form English to Spanish.
Alternative answer: Spanish tweets were scraped between November 8, 2017 and January 12, 2018, Affect in Tweets Distant Supervision Corpus (DISC)