This research was carried out by using R programming to show the trends of diseases suffered in Taita Taveta with the aim of studying the progress and finding ways of improving its health management. Results showed that there were some improvements due to the decrease in prevalence of several diseases but there was still an increase in the number of victims of some diseases. It was concluded that the County’s Health management had to take measures. Our findings’ future prospects were that action should be taken on the emerging issue and Taita Taveta’s health status would improve.