Data are facts and statistics collected together for reference or analysis.
Statistics refers to the analysis or products of analysis of data.
For example, if we had a spreadsheet of information about every person in a class -- names, majors, home towns, height, eye color, etc. -- that would be data. If we analyzed that data to find the average height or most common name, those would be statistics.