Analysis of core Chronic Diseases in Northern Nigeria is a group project demo performed by trainees at GIZ sponsored Data Science training program by COVEN LABS. The Data was gotten from kaggle.com and was prepared by Emmanuel Odelanmi who was trying to predict Meningitis occurrence in individuals using Machine Learning. The project is to advice the Ministry of Health of the core fatal diseases in the Northern part of Nigeria, to show them how it has been tackled over the years and the results obtained on different occasions.