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There are patterns buried within the mass of data in the various editions of population census figures in this country. These are patterns that will be impossible for humans working with bare eyes and hands, to uncover without computer system to give geo-spatial distribution of population in that area. This paper is an effort towards harnessing the power of data-mining technique to develop mining model applicable to the analysis of census data that could uncover some hidden patterns to getdoi:10.9790/0661-1420105 fatcat:2hdzige7ofgpndanx5ta637juu