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Agriculture is most important part for living people. Crop prediction analysis is more useful analysis to choose the particular crop for cultivation in particular season. In this paper, a hybridization technique that is Artificial Bee Colony with weighted based Fuzzy Clustering algorithm was proposed to predict a district which produces a most high yield in the north western zone of Tamilnadu in that particular district. North western zone of Tamilnadu consist four districts such as Dharmapuri,doi:10.35940/ijeat.f8838.088619 fatcat:yu4fhnixyjc3pc7dtgxmjjmyxi