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EARNINGS PER SHARE (EPS) is earnings before extraordinary gains and losses, less preferred-share dividends, divided by all common shares outstanding at the most recent fiscal year end. Net income, or earnings, refers to the company's after-tax profits before extraordinary gains or extraordinary losses for the most recent annual period.