To me, "science" seems most clearly defined as the study of reality using specific guidelines that seem intended to limit the conclusions drawn regarding reality to those conclusions that seem rather likely to accurately represent the reality.
To me, "facts" seems to refer in general to descriptions of reality that accurately represent reality.