Malaria is a common disease in South America. Malaria is a serious and fatal disease found in tropical and sub tropical countries. Each year there is 300 to 500 million cases of malaria and more than 1 million deaths caused by malaria. Also malaria can be a preventable disease. Although there is drug malaria is still considered on of the most leading disease in the world. We plan to map the probability of malaria infection in South America. Hopefully our results will alert people of areas most affected by the malaria disease.