Stationary and nonstationary series, tools to determine ARMA models with R using Quarto

How to identify ARMA models, stationary and nonstationary phenomenon
All plots used in video codes are available here
https://gist.github.com/Zahedasghar/47695c5e9630d2b8d9f98868fbc55f1b