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In this review we critically examine PI (Padmakar-Ivan) index of organic compounds acting as drugs and discussed its applications in Computer-Aided designing of bioactive compounds with special reference to designing of carbonic anhydrase inhibitors, lipophilicity, toxicity, tadpole narcosis, bio-concentration factor, diuretic activity and carcinogenic activity of aromatic hydrocarbons and heterocycles etc.