Correlation Matrix as say Dr .down "Data set is fine. Factor analysis needs to be looked into. Can you send your Correlation Matrix (correlation and Sig. 1-tailed tables are together). It is normally the second table in Factor analysis. Advise you about the variables to remove to make factor analysis possible."