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Diabetes Mellitusin recent days is commonlytreated as a major health problem, whichdistresses people of all categories in the world. If the disease is not diagnosed at early stage and is not carried out in correct time, It leads to major Health problems like Heart attack, Stroke, Retina problems, Foot ulcer, Amputation and failure of kidneys. Hence all major of human body parts will be damaged one by one. As Type II Diabetes Mellitus is a kind of abnormal disorder. By tracing the medical information concentrated in the recent days of research in the extraction of the significant data, This data is useful for Medical experts for the enhancement of treatment and diagnosis of diabetic disorders. Now a day’s enormous amount of various types of data’s are coming from variety of sources. This huge amount of data are stored in Bigdata. Hadoop with Map Reduce a Big data tools produces an efficient result. Hence Health care related to Bigdata playsdominant role in medical industry. It provides appropriate information to medical experts and lead them into desired framework.