Population characteristics and processes both are the drivers and results of social and economic development processes and outcomes. A community’s population characteristics like age, background, close circle, employment, education, use of drugs, family history, per capita income, locality, housing status etc. are of concern that influences various offences and offence levels in our society. In addition, drinking habits, drugs, per capita income, close circle, status, localities etc. in a community provide clues to causes or solutions to the extent of offence. This paper spotlights on link between population characteristics to offence outcomes. In this paper, emphasis is on to apply data miner on population characteristics relevant data to identify its effects on offences/ misdeeds. On the basis of this analysis, link between population characteristics and wrong doings (offences) be identified and Govt. and its allied agencies, may have programs and policies to pull down the wrong deeds to avoid the adverse effects.