 Abstract tuberculosis, TB, is a highly contagious and deadly airborne disease caused by mycobacterium tuberculosis. It is estimated that over 10 million people worldwide are infected with TB annually, with the majority of these cases occurring in Africa. This paper examined the incidence of TB in Africa from 2000 to 2021 using integer time series models. 20 different models were developed and compared against the actual data. The best fitting models were then used to predict the number of new cases of TB for 2022 to 2031. This article was authored by Eluida O'ahu, Salis Nadaraja, and Malik Keba.