and β1 is known as the fixed effect

and β1 is known as the fixed effects estimator (or within estimator). The unobservable variable (w) has been demeaned away because the values are assumed constant over time. Finally, I place the ~ above the other variables to note they’ve been transformed into their time-demeaned versions (also called the within transformation).