Because most of Aerys’ reign was peaceful and nostalgia erases the rough edges.
…which you can bet Varys is going to exploit.
Absolutely. You can already see the fertile ground in AFFC and ADWD, with people remembering the good times of the Targaryens, and wondering about whether baby Aegon was really dead.