In both history and in reference to the play: Yes, the people (the "mob" or plebs which were the lower class) loved Caesar. He showered many gifts to them in the streets; booty from his campaigns in...
No, the "howling mob" that some of the ancient writer complain about were the proletariat. The plebeians were part of the nobility by the mid republic and would never be considered a mob.