Around here (BC, Canada) you'll see a single crow chasing away a bald eagle. They get very aggressive when they're protecting their nests.
It must have had a nest in the tree above the sidewalk.
It's definitely my least favorite bird.
But the one time I walked down the wrong sidewalk in Point Grey (so Vancouver 'proper') during springtime, the back of my head gets smacked.
[1] Perhaps the Burnaby/Willingdon crows consider the absurd amounts of crow shit on cars, sidewalks, buildings, etc. to be adequate warning? The stench after a rain is... eugh.
Around here harriers also get harassed by the crows.