“…Over the past several decades, various kinds of bifurcations, such as pitchfork, trans-critical, Hopf, Neimark–Sacker (secondary Hopf), Period-doubling (flip), and/or fold (Saddle–node) bifurcations, have been proposed and analyzed [16] , [18] . Recently, numerous studies have investigated bifurcation analyses using various methods and applications, including the following models: (1) the Planar discrete-time Hindmarsh–Rose oscillator, (2) the Generalized perturbed KdV equation, (3) the Kopel model with nonsymmetric response between oligopolists, (4) the Lotka–Volterra prey–predator model, and (5) the Generalized Kopel triopoly model [19] , [20] , [21] , [22] , [23] . While future studies will apply methods for analysis of the KdV-SIR equation, this study focuses on the application of the KdV-SIR equation and its analytical solutions for COVID-19 data analysis.…”