Abstract— Inthe present world Completive business,the achievement is totally in light of the capacity to make a thing more engaging clients than the opposition. Huge information is a trendy expression that is utilized for expansive size information whichincorporates organized information, semi-organized information and unstructured information. In the current competitivebusiness scenario, there is a need to analyse the competitive features andfactors of an item that most affect its competitiveness. We study on a formaldefinition of competitiveness between two items, which we validated bothquantitatively and qualitatively. Finally the paper provides the challenges andimportance in the competitor mining tasks with optimal improvements.
Keywords: Competitiveness, Data Mining,Quantitatively, Qualitatively and Web Mining.