How much data a paper needs depends on its nature and level. Generally speaking, undergraduate thesis does not need much data. Generally, about one chapter is enough, and the master thesis needs 3~4 chapters. As for papers published in high-level academic journals, you need a lot of core data to support your arguments and conclusions.