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Ac416 CASE: GROUPONoperates in two segments: north america and internationalUses Adjusted CSOI (Consolidated segment operating income) and Free Cash Flow as a key non-GAAP financial measuresCSOI is adjusted for marketing expenses, acquisition related costs and stock based compensation expense. It is considered as an important measure for business performance because it excludes expenses that are.