When trying to pick winning stocks, it pays to know stock market history. IBD has studied history’s greatest winners and uncovered seven common characteristics displayed by the best stocks. Characteristics like strong quarterly and annual earnings growth, covered in Tuesday’s and Wednesday’s columns, stood out in nearly all top performers. Another key theme is newness, represented by ‘N’ in the CAN SLIM acronym.