I don't really think the anti-bus sentiment is prevalent in Toronto. From what I've ready it's pretty strong in the US, but those tend to be cities where buses are the only public transit option and where mainly low income people take transit. In a city like Toronto where people who own Tesla cars are on the subway talking about their Muskoka cottage on the way to their 100 level Leafs seats and Bay St jobs, where buses are integrated into the subway such that most people who get on the subway transfer from a bus, I think there isn't as much anti-bus bias.
I agree that central Eglinton tends to be more likely to take public transit than people who live on Sheppard.
Are you travelling to the subway? If so, what do you do instead of taking the bus?
Personally I've had mostly good experiences taking the bus to the subway.